diff --git a/dev/deps/_requirements.py b/dev/deps/_requirements.py index 2b185732..fc0b87d4 100644 --- a/dev/deps/_requirements.py +++ b/dev/deps/_requirements.py @@ -23,7 +23,6 @@ from typing import Optional - #%% # Pycharm scientific mode compat if "__file__" not in locals(): @@ -144,5 +143,4 @@ def make_requirements_files(extras: Optional[list[str]] = None): conda_file = Path(f"pinned/py38_{os}_conda.yml") pip_file = Path(f"pinned/py38_{os}_pip.txt") - conda_to_pip(conda_file, pip_file) diff --git a/dev/gui/dev_gui_secB.py b/dev/gui/dev_gui_secB.py index 9495fc15..afa1d646 100644 --- a/dev/gui/dev_gui_secB.py +++ b/dev/gui/dev_gui_secB.py @@ -5,7 +5,6 @@ """ - import sys from pathlib import Path @@ -21,10 +20,10 @@ from pyhdx.web.utils import load_state, fix_multiindex_dtypes from pyhdx.config import cfg, reset_config -#def printfunc(args): - # 1/0 +# def printfunc(args): +# 1/0 -#sys.stdout = printfunc +# sys.stdout = printfunc sys._excepthook = sys.excepthook @@ -34,6 +33,8 @@ import traceback as tb + + def my_exception_hook(exctype, value, traceback): # Print the error and traceback # https://stackoverflow.com/questions/43039048/pyqt5-fails-with-cryptic-message/43039363#43039363 @@ -48,6 +49,7 @@ def my_exception_hook(exctype, value, traceback): sys._excepthook(exctype, value, traceback) sys.exit(1) + # Set the exception hook to our wrapping function sys.excepthook = my_exception_hook @@ -57,57 +59,71 @@ def my_exception_hook(exctype, value, traceback): cwd = Path(__file__).parent root_dir = cwd.parent.parent -web_data_dir = root_dir / 'tests' / 'test_data' / 'output' / 'web' -input_data_dir = root_dir / 'tests' / 'test_data' / 'input' +web_data_dir = root_dir / "tests" / "test_data" / "output" / "web" +input_data_dir = root_dir / "tests" / "test_data" / "input" -filenames = ['ecSecB_apo.csv', 'ecSecB_dimer.csv'] +filenames = ["ecSecB_apo.csv", "ecSecB_dimer.csv"] file_dict = {fname: (input_data_dir / fname).read_bytes() for fname in filenames} -batch_fname = 'data_states_deltas.yaml' # secb apo / dimer but artificial delta C/N tail +# batch_fname = 'data_states_deltas.yaml' # secb apo / dimer but artificial delta C/N tail, needs additional files +batch_fname = "data_states.yaml" # + state_spec = yaml.safe_load(Path(input_data_dir / batch_fname).read_text()) # pdb_string = (web_data_dir / '1qyn.pdb').read_text() -pdb_string = (web_data_dir / '5JTR_mod.pdb').read_text() +pdb_string = (web_data_dir / "5JTR_mod.pdb").read_text() def reload_tables(): - src = ctrl.sources['main'] - src.add_table('peptides', csv_to_dataframe(web_data_dir / 'peptides.csv')) - src.add_table('d_uptake', csv_to_dataframe(web_data_dir / 'd_uptake.csv')) - src.add_table('rfu', csv_to_dataframe(web_data_dir / 'rfu.csv')) - src.add_table('dG', csv_to_dataframe(web_data_dir / 'dG.csv')) - src.add_table('ddG_comparison', csv_to_dataframe(web_data_dir / 'ddG_comparison.csv')) - src.add_table('rates', csv_to_dataframe(web_data_dir / 'rates.csv')) - src.param.trigger('updated') + src = ctrl.sources["main"] + src.add_table("peptides", csv_to_dataframe(web_data_dir / "peptides.csv")) + src.add_table("d_uptake", csv_to_dataframe(web_data_dir / "d_uptake.csv")) + src.add_table("rfu", csv_to_dataframe(web_data_dir / "rfu.csv")) + src.add_table("dG", csv_to_dataframe(web_data_dir / "dG.csv")) + src.add_table( + "ddG_comparison", csv_to_dataframe(web_data_dir / "ddG_comparison.csv") + ) + src.add_table("rates", csv_to_dataframe(web_data_dir / "rates.csv")) + src.param.trigger("updated") # ctrl.views['protein'].object = pdb_string + def reload_dashboard(): - source = ctrl.sources['dataframe'] - for ds in ['peptides', 'peptides_mse', 'd_calc', 'rfu', 'rates', 'global_fit', 'losses']: - df = csv_to_dataframe(web_data_dir / f'{ds}.csv') + source = ctrl.sources["dataframe"] + for ds in [ + "peptides", + "peptides_mse", + "d_calc", + "rfu", + "rates", + "global_fit", + "losses", + ]: + df = csv_to_dataframe(web_data_dir / f"{ds}.csv") source.add_df(df, ds) - #Temporary workaround for comment characters in csv files - ds = 'colors' - df = pd.read_csv(web_data_dir / f'{ds}.csv', header=[0, 1, 2], index_col=0, - skiprows=3) + # Temporary workaround for comment characters in csv files + ds = "colors" + df = pd.read_csv( + web_data_dir / f"{ds}.csv", header=[0, 1, 2], index_col=0, skiprows=3 + ) source.add_df(df, ds) + def init_batch(): - input_control = ctrl.control_panels['PeptideFileInputControl'] - input_control.input_mode = 'Batch' + input_control = ctrl.control_panels["PeptideFileInputControl"] + input_control.input_mode = "Batch" + + file_dict = {fname: (input_data_dir / fname).read_bytes() for fname in filenames} + input_control.widgets["input_files"].filename = list(file_dict.keys()) input_control.input_files = list(file_dict.values()) - input_control.widgets['input_files'].filename = list(file_dict.keys()) input_control.batch_file = Path(input_data_dir / batch_fname).read_bytes() input_control._action_load_datasets() - input_control.batch_file = Path(input_data_dir / batch_fname).read_bytes() - input_control._action_add_dataset() - - fit_control = ctrl.control_panels['FitControl'] + fit_control = ctrl.control_panels["FitControl"] fit_control.r1 = 0.05 fit_control.r2 = 0.1 @@ -119,7 +135,7 @@ def init_batch(): def init_dashboard(): n = 2 # change this to control the number of HDX measurements added - input_control = ctrl.control_panels['PeptideFileInputControl'] + input_control = ctrl.control_panels["PeptideFileInputControl"] for i, (k, v) in enumerate(state_spec.items()): if i == n: @@ -132,9 +148,9 @@ def init_dashboard(): d_uptake_control = ctrl.control_panels["DUptakeFitControl"] d_uptake_control.repeats = 2 - ctrl.sources['pdb'].add_from_string(pdb_string, '1qyn') + ctrl.sources["pdb"].add_from_string(pdb_string, "1qyn") - src = ctrl.sources['main'] + src = ctrl.sources["main"] # df = csv_to_dataframe(web_data_dir / 'd_uptake.csv') # df.columns = fix_multiindex_dtypes(df.columns) # src.add_table('d_uptake', df) @@ -146,7 +162,6 @@ def init_dashboard(): # src.updated = True - # guess_control = ctrl.control_panels['InitialGuessControl'] # guess_control._action_fit() # @@ -170,23 +185,39 @@ def init_dashboard(): # diff = ctrl.control_panels['DifferentialControl'] # diff._action_add_comparison() - # if n > 1: # diff = ctrl.control_panels['DifferentialControl'] # diff._action_add_comparison() -#pn.state.onload(reload_dashboard) -#pn.state.onload(reload_tables) -pn.state.onload(init_dashboard) -#pn.state.onload(init_batch) +def init_manual(): + input_control = ctrl.control_panels["PeptideFileInputControl"] + + file_dict = {fname: (input_data_dir / fname).read_bytes() for fname in filenames} + input_control.widgets["input_files"].filename = list(file_dict.keys()) + input_control.input_files = list(file_dict.values()) + + input_control.fd_state = "Full deuteration control" + input_control.fd_exposure = 10.020000000000001 + + input_control.exp_state = "SecB WT apo" + +# pn.state.onload(reload_dashboard) +# pn.state.onload(reload_tables) +# pn.state.onload(init_dashboard) +pn.state.onload(init_batch) +# pn.state.onload(init_manual) -if __name__ == '__main__': +if __name__ == "__main__": Path(cfg.assets_dir).mkdir(exist_ok=True, parents=True) - pn.serve(tmpl, show=True, static_dirs={'pyhdx': STATIC_DIR, "assets": str(cfg.assets_dir)}) + pn.serve( + tmpl, + show=True, + static_dirs={"pyhdx": STATIC_DIR, "assets": str(cfg.assets_dir)}, + ) -elif __name__.startswith('bokeh_app'): +elif __name__.startswith("bokeh_app"): Path(cfg.assets_dir).mkdir(exist_ok=True, parents=True) tmpl.servable() diff --git a/dev/gui/dev_mwe_app.py b/dev/gui/dev_mwe_app.py index 5f0b90d7..b4e289fd 100644 --- a/dev/gui/dev_mwe_app.py +++ b/dev/gui/dev_mwe_app.py @@ -56,12 +56,7 @@ def my_exception_hook(exctype, value, traceback): views = {v: ctrl.views[v] for v in views_names} # [v.update() for v in views.values()] -tmpl = elvis.compose( - elvis.row( - elvis.view("xy_scatter"), - elvis.view("xy_line") - ) -) +tmpl = elvis.compose(elvis.row(elvis.view("xy_scatter"), elvis.view("xy_line"))) def reload_tables(): diff --git a/dev/gui/dev_rfu_app.py b/dev/gui/dev_rfu_app.py index d1a14902..e113712a 100644 --- a/dev/gui/dev_rfu_app.py +++ b/dev/gui/dev_rfu_app.py @@ -23,6 +23,8 @@ sys._excepthook = sys.excepthook import traceback as tb + + def my_exception_hook(exctype, value, traceback): # Print the error and traceback # https://stackoverflow.com/questions/43039048/pyqt5-fails-with-cryptic-message/43039363#43039363 @@ -37,6 +39,7 @@ def my_exception_hook(exctype, value, traceback): sys._excepthook(exctype, value, traceback) sys.exit(1) + # Set the exception hook to our wrapping function sys.excepthook = my_exception_hook @@ -45,19 +48,19 @@ def my_exception_hook(exctype, value, traceback): cwd = Path(__file__).parent root_dir = cwd.parent.parent -data_dir = root_dir / 'tests' / 'test_data' / 'input' +data_dir = root_dir / "tests" / "test_data" / "input" # batch_fname = 'data_states.yaml' # standard secb apo / dimer dataset # batch_fname = 'data_states_red.yaml' # reduced number of pepties -batch_fname = 'PpiX_states.yaml' # secb apo / dimer but artificial delta C/N tail +batch_fname = "PpiX_states.yaml" # secb apo / dimer but artificial delta C/N tail state_spec = yaml.safe_load(Path(data_dir / batch_fname).read_text()) def init_dashboard(): n = 2 # change this to control the number of HDX measurements added - input_control = ctrl.control_panels['PeptideRFUFileInputControl'] + input_control = ctrl.control_panels["PeptideRFUFileInputControl"] for i, (k, v) in enumerate(state_spec.items()): if i == n: break @@ -66,23 +69,26 @@ def init_dashboard(): input_control._action_load_datasets() - - # if n > 1: # diff = ctrl.control_panels['DifferentialControl'] # diff._action_add_comparison() -#pn.state.onload(reload_dashboard) -#pn.state.onload(reload_tables) + +# pn.state.onload(reload_dashboard) +# pn.state.onload(reload_tables) pn.state.onload(init_dashboard) -#pn.state.onload(init_batch) +# pn.state.onload(init_batch) -if __name__ == '__main__': +if __name__ == "__main__": Path(cfg.assets_dir).mkdir(exist_ok=True, parents=True) - pn.serve(tmpl, show=True, static_dirs={'pyhdx': STATIC_DIR, "assets": str(cfg.assets_dir)}) + pn.serve( + tmpl, + show=True, + static_dirs={"pyhdx": STATIC_DIR, "assets": str(cfg.assets_dir)}, + ) -elif __name__.startswith('bokeh_app'): +elif __name__.startswith("bokeh_app"): Path(cfg.assets_dir).mkdir(exist_ok=True, parents=True) tmpl.servable() diff --git a/docs/bk/conf.py b/docs/bk/conf.py index 34cd79ea..445f731e 100644 --- a/docs/bk/conf.py +++ b/docs/bk/conf.py @@ -72,9 +72,9 @@ def setup(app): master_doc = "index" # General information about the project. -project = u"PyHDX" -copyright = u"2022, Jochem Smit" -author = u"Jochem Smit" +project = "PyHDX" +copyright = "2022, Jochem Smit" +author = "Jochem Smit" # The version info for the project you're documenting, acts as replacement # for |version| and |release|, also used in various other places throughout @@ -150,7 +150,7 @@ def setup(app): # (source start file, target name, title, author, documentclass # [howto, manual, or own class]). latex_documents = [ - (master_doc, "pyhdx.tex", u"PyHDX Documentation", u"Jochem Smit", "manual"), + (master_doc, "pyhdx.tex", "PyHDX Documentation", "Jochem Smit", "manual"), ] @@ -158,7 +158,7 @@ def setup(app): # One entry per manual page. List of tuples # (source start file, name, description, authors, manual section). -man_pages = [(master_doc, "pyhdx", u"PyHDX Documentation", [author], 1)] +man_pages = [(master_doc, "pyhdx", "PyHDX Documentation", [author], 1)] # -- Options for Texinfo output ---------------------------------------- @@ -170,7 +170,7 @@ def setup(app): ( master_doc, "pyhdx", - u"PyHDX Documentation", + "PyHDX Documentation", author, "pyhdx", "Derive ΔG for single residues from HDX-MS data", diff --git a/docs/examples/01_basic_usage.ipynb b/docs/examples/01_basic_usage.ipynb index 052b639d..fefdc3a4 100644 --- a/docs/examples/01_basic_usage.ipynb +++ b/docs/examples/01_basic_usage.ipynb @@ -6,66 +6,64 @@ "# PyHDX basics" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 10, - "outputs": [], + "execution_count": 1, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\jhsmi\\Miniconda3\\envs\\py38_pyhdx_01\\lib\\site-packages\\tqdm\\auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ - "from pyhdx import PeptideMasterTable, read_dynamx, HDXMeasurement\n", + "from pyhdx import read_dynamx, HDXMeasurement\n", + "from pyhdx.process import filter_peptides, apply_control, correct_d_uptake\n", "from pyhdx.plot import peptide_coverage\n", - "import matplotlib.pyplot as plt\n", "import proplot as pplt\n", "from pathlib import Path" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "markdown", "source": [ - "We can use the ``read_dynamx`` function to read the input DynamX state file. Exposure times in the .csv files are in the\n", - "field exposure, and we specify the unit with the `time_unit` keyword argument. The exposure time units are converted to\n", - "seconds.\n", + "We can use the ``read_dynamx`` function to read the input DynamX state file. In these fildes, exposure times in the .csv file are in units of minutes, which are converted to seconds using the `time_conversion` argument.\n", + "\n", + "Any space in column names are replaced with underscores and an additional column 'stop' is added, which is equal to `'end' + 1` such that python-standard `inclusive: exclusive` interval indexing can be used.\n", "\n", - "This function returns a ``numpy`` structured array where each entry corresponds to one peptide, in this example 567 peptides." + "This function returns a ``pandas`` DataFrame where each entry corresponds to one peptide, in this example 567 peptides." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", "source": [ "fpath = Path() / '..' / '..' / 'tests' / 'test_data' / 'input' / 'ecSecB_apo.csv'\n", - "data = read_dynamx(fpath, time_unit='min')\n", - "data.size" + "data = read_dynamx(fpath, time_conversion = (\"min\", \"s\"))\n", + "data.head()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false }, - "execution_count": 3, + "execution_count": 2, "outputs": [ { "data": { - "text/plain": "9072" + "text/plain": " protein start end stop sequence modification fragment maxuptake \\\n0 Accession 9 17 18 MTFQIQRIY NaN NaN 8 \n1 Accession 9 17 18 MTFQIQRIY NaN NaN 8 \n2 Accession 9 17 18 MTFQIQRIY NaN NaN 8 \n3 Accession 9 17 18 MTFQIQRIY NaN NaN 8 \n4 Accession 9 17 18 MTFQIQRIY NaN NaN 8 \n\n mhp state exposure center center_sd \\\n0 1199.6241 Full deuteration control 0.00 1200.412304 0.001798 \n1 1199.6241 Full deuteration control 10.02 1205.485704 0.019962 \n2 1199.6241 SecB WT apo 0.00 1200.411174 0.023301 \n3 1199.6241 SecB WT apo 10.02 1202.897618 0.016323 \n4 1199.6241 SecB WT apo 30.00 1203.268315 0.029992 \n\n uptake uptake_sd rt rt_sd \n0 0.000000 0.000000 5.510866 0.003846 \n1 5.073400 0.020042 5.519758 0.002944 \n2 0.000000 0.000000 5.513296 0.010889 \n3 2.486444 0.028450 5.513900 0.010976 \n4 2.857141 0.037979 5.510626 0.008419 ", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
proteinstartendstopsequencemodificationfragmentmaxuptakemhpstateexposurecentercenter_sduptakeuptake_sdrtrt_sd
0Accession91718MTFQIQRIYNaNNaN81199.6241Full deuteration control0.001200.4123040.0017980.0000000.0000005.5108660.003846
1Accession91718MTFQIQRIYNaNNaN81199.6241Full deuteration control10.021205.4857040.0199625.0734000.0200425.5197580.002944
2Accession91718MTFQIQRIYNaNNaN81199.6241SecB WT apo0.001200.4111740.0233010.0000000.0000005.5132960.010889
3Accession91718MTFQIQRIYNaNNaN81199.6241SecB WT apo10.021202.8976180.0163232.4864440.0284505.5139000.010976
4Accession91718MTFQIQRIYNaNNaN81199.6241SecB WT apo30.001203.2683150.0299922.8571410.0379795.5106260.008419
\n
" }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -74,39 +72,29 @@ { "cell_type": "markdown", "source": [ - "This array is loaded into the ``PeptideMasterTable`` class, which is the main data entry class. The parameter ``drop_first``\n", - "determines how many N-terminal residues are considered to be fully back-exchanged, and therefore is subtracted from the\n", - "total amount of exchangable D per peptide. The parameter ``ignore_prolines`` is controls whether the number of Prolines\n", - "residues in the peptide should be subtracted from the total amount of exchangable and should generally be set to ``True``.\n", - "\n", - "The final number of exchangable residues is found in the 'ex_residues' field." + "This dataframe contains the peptides for both the fully deuterated control example as well as the experimental peptides measured over multiple deuterium exposure times. The `filter_peptides` function can be used for to separate out peptides by their 'state' and 'exposure' fields." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", "source": [ - "master_table = PeptideMasterTable(data, drop_first=1, ignore_prolines=True)\n", - "master_table.data['ex_residues'][:50]" + "# Filter out peptides for the full deuteration control\n", + "fd_df = filter_peptides(data, state=\"Full deuteration control\", exposure=60*0.167)\n", + "fd_df['state'].unique(), fd_df['exposure'].unique()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false }, - "execution_count": 4, + "execution_count": 3, "outputs": [ { "data": { - "text/plain": "0 8.0\n2 8.0\n1 8.0\n3 8.0\n4 8.0\n5 8.0\n6 8.0\n7 8.0\n8 8.0\n9 6.0\n11 6.0\n10 6.0\n12 6.0\n13 6.0\n14 6.0\n15 6.0\n16 6.0\n17 6.0\n18 12.0\n20 12.0\n19 12.0\n21 12.0\n22 12.0\n23 12.0\n24 12.0\n25 12.0\n26 12.0\n27 13.0\n29 13.0\n28 13.0\n30 13.0\n31 13.0\n32 13.0\n33 13.0\n34 13.0\n35 13.0\n36 14.0\n38 14.0\n37 14.0\n39 14.0\n40 14.0\n41 14.0\n42 14.0\n43 14.0\n44 14.0\n45 20.0\n47 20.0\n46 20.0\n48 20.0\n49 20.0\nName: ex_residues, dtype: float64" + "text/plain": "(array(['Full deuteration control'], dtype=object), array([10.02]))" }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -115,86 +103,106 @@ { "cell_type": "markdown", "source": [ - "This master table allows us to control how the deuterium uptake content is determined. The method ``set_control`` can be\n", - "used to choose which set of peptides is used as the fully deuterated (FD) control. This adds a new field called 'uptake'\n", - "which is the normalized (to 100%) deuterium uptake of each peptide, with respect to the total amount of exchanging residues." + "Additionally, the `query` keyword argument can be used to pass a list of additional queries to be applied to the DataFrame. The query strings are passed to [pandas.DataFrame.query](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.query.html) and the example below removes all 0 exposure times peptides." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", + "execution_count": 4, + "outputs": [ + { + "data": { + "text/plain": "(array(['SecB WT apo'], dtype=object),\n array([ 10.02 , 30. , 60. , 300. , 600. ,\n 6000.00048]))" + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "master_table.set_control(('Full deuteration control', 0.167*60))\n", - "master_table.data['uptake'][:50]" + "peptides = filter_peptides(data, state=\"SecB WT apo\", query=['exposure > 0.'])\n", + "peptides['state'].unique(), peptides['exposure'].unique()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - }, + "collapsed": false + } + }, + { + "cell_type": "markdown", + "source": [ + "Next, the FD control is applied with the `apply_control` function. This takes the intersection of peptides between the experimental and control peptides and subsequently adds the columns: 'fd_uptake', 'fd_uptake_sd', 'nd_uptake' , 'nd_uptake_sd', 'rfu' and 'rfu_sd'. The 'rfu' fields are Relative Fractional Uptake and are caluculated as:\n", + "\n", + "$$\n", + "RFU = \\frac{U(t) - ND }{FD - ND}\n", + "$$\n", + "\n", + "Where $U(t)$ are deuterium uptake values per peptide as a function of their D-exposure time. Supplying a Non-deuteration control is optional, and is otherwise assumed to be zero." + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", "execution_count": 5, "outputs": [ { "data": { - "text/plain": "0 0.000000\n1 0.000000\n2 5.073400\n3 2.486444\n4 2.857141\n5 3.145738\n6 3.785886\n7 4.082950\n8 4.790625\n9 0.000000\n10 0.000000\n11 3.642506\n12 1.651437\n13 1.860919\n14 2.107151\n15 2.698036\n16 2.874801\n17 3.449561\n18 0.000000\n19 0.000000\n20 5.264543\n21 1.839924\n22 2.508343\n23 2.969332\n24 3.399092\n25 3.485568\n26 4.318144\n27 0.000000\n28 0.000000\n29 6.317900\n30 2.532099\n31 3.306167\n32 3.996718\n33 4.389410\n34 4.379495\n35 5.283969\n36 0.000000\n37 0.000000\n38 6.812215\n39 3.119850\n40 3.874881\n41 4.342807\n42 4.854057\n43 4.835639\n44 5.780219\n45 0.000000\n46 0.000000\n47 10.815100\n48 5.432395\n49 6.131800\nName: uptake, dtype: float64" + "text/plain": " start end stop sequence state exposure uptake maxuptake \\\n0 9 17 18 MTFQIQRIY SecB WT apo 10.02 2.486444 8 \n1 9 17 18 MTFQIQRIY SecB WT apo 30.00 2.857141 8 \n2 9 17 18 MTFQIQRIY SecB WT apo 60.00 3.145738 8 \n3 9 17 18 MTFQIQRIY SecB WT apo 300.00 3.785886 8 \n4 9 17 18 MTFQIQRIY SecB WT apo 600.00 4.082950 8 \n\n fd_uptake fd_uptake_sd ... protein modification fragment mhp \\\n0 5.0734 0.020042 ... Accession NaN NaN 1199.6241 \n1 5.0734 0.020042 ... Accession NaN NaN 1199.6241 \n2 5.0734 0.020042 ... Accession NaN NaN 1199.6241 \n3 5.0734 0.020042 ... Accession NaN NaN 1199.6241 \n4 5.0734 0.020042 ... Accession NaN NaN 1199.6241 \n\n center center_sd uptake_sd rt rt_sd rfu sd \n0 1202.897618 0.016323 0.028450 5.513900 0.010976 0.005932 \n1 1203.268315 0.029992 0.037979 5.510626 0.008419 0.007809 \n2 1203.556913 0.040432 0.046666 5.516562 0.012371 0.009519 \n3 1204.197061 0.008898 0.024942 5.505509 0.004363 0.005732 \n4 1204.494124 0.027490 0.036037 5.522181 0.011556 0.007782 \n\n[5 rows x 23 columns]", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
startendstopsequencestateexposureuptakemaxuptakefd_uptakefd_uptake_sd...proteinmodificationfragmentmhpcentercenter_sduptake_sdrtrt_sdrfu sd
091718MTFQIQRIYSecB WT apo10.022.48644485.07340.020042...AccessionNaNNaN1199.62411202.8976180.0163230.0284505.5139000.0109760.005932
191718MTFQIQRIYSecB WT apo30.002.85714185.07340.020042...AccessionNaNNaN1199.62411203.2683150.0299920.0379795.5106260.0084190.007809
291718MTFQIQRIYSecB WT apo60.003.14573885.07340.020042...AccessionNaNNaN1199.62411203.5569130.0404320.0466665.5165620.0123710.009519
391718MTFQIQRIYSecB WT apo300.003.78588685.07340.020042...AccessionNaNNaN1199.62411204.1970610.0088980.0249425.5055090.0043630.005732
491718MTFQIQRIYSecB WT apo600.004.08295085.07340.020042...AccessionNaNNaN1199.62411204.4941240.0274900.0360375.5221810.0115560.007782
\n

5 rows × 23 columns

\n
" }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } - ] + ], + "source": [ + "peptides_control = apply_control(peptides, fd_df, nd_control=None)\n", + "peptides_control.head()" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "markdown", "source": [ - "Next we'll select our state of interest from the master Table. The available states are listed in `master_table.states`.\n", - "Using `get_state` allows us to select all entries which belong to this state." + "Next, the measured d-uptake is corrected for backexchange and the percentage of deuterium in solution. For this, the amount of N-terminal residues which are assumed to fully back exchange must be specified (typically best set to 2).\n", + "\n", + "This step modified the 'sequence' field by marking back-exchanging amino acids with 'x', and adds the columns 'ex_residues', which is the total number of exchanging residues given back exchange, prolines and the percentage deuterium, and the column 'uptake_corrected', which is the final corrected D-uptake for the peptide." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "source": [ - "master_table.states\n", - "state_data = master_table.get_state('SecB WT apo')\n", - "state_data.size\n" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - }, "execution_count": 6, "outputs": [ { "data": { - "text/plain": "10584" + "text/plain": "start 9\nend 17\nstop 18\nsequence xxFQIQRIY\nstate SecB WT apo\nexposure 10.02\nuptake 2.486444\nmaxuptake 8\nfd_uptake 5.0734\nfd_uptake_sd 0.020042\nnd_uptake 0\nnd_uptake_sd 0\nrfu 0.490094\nprotein Accession\nmodification NaN\nfragment NaN\nmhp 1199.6241\ncenter 1202.897618\ncenter_sd 0.016323\nuptake_sd 0.02845\nrt 5.5139\nrt_sd 0.010976\nrfu sd 0.005932\n_sequence MTFQIQRIY\n_start 11\n_stop 18\nex_residues 6.3\nuptake_corrected 3.087594\nName: 0, dtype: object" }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } - ] + ], + "source": [ + "peptides_corrected = correct_d_uptake(peptides_control, drop_first=2, d_percentage=90.)\n", + "peptides_corrected.iloc[0]" + ], + "metadata": { + "collapsed": false + } }, { "cell_type": "markdown", "source": [ - "This `data` array can now be used to create an ``HDXMeasurement`` object, the main data object in PyHDX.\n", - "Experimental metadata such as labelling pH and temperature can be specified. These quantities are required for calculating\n", - "intrinsic exchange rates and ΔG values. The pH values are uncorrected values are measured by the pH meter (ie p(H, D)\n", - "values)" + "This data array can now be used to create an ``HDXMeasurement`` object, the main data object in PyHDX. Experimental metadata such as labelling pH and temperature (in Kelvin) can be specified. These quantities are required for calculating intrinsic exchange rates and ΔG values. The pH values are uncorrected values are measured by the pH meter (ie p(H, D) values)" ], "metadata": { "collapsed": false @@ -202,42 +210,40 @@ }, { "cell_type": "code", + "source": [ + "sequence = \"MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA\"\n", + "temperature, pH = 273.15 + 30, 8.0\n", + "\n", + "hdxm = HDXMeasurement(\n", + " peptides_corrected, sequence=sequence, pH=pH, temperature=temperature, name='My HDX measurement'\n", + ")\n", + "hdxm" + ], + "metadata": { + "collapsed": false + }, "execution_count": 7, "outputs": [ { "data": { - "text/plain": "(pyhdx.models.HDXMeasurement,\n 7,\n array([ 0. , 10.02 , 30. , 60. , 300. ,\n 600. , 6000.00048]),\n 'My HDX measurement',\n 'SecB WT apo')" + "text/plain": "", + "text/markdown": "HDX Measurement: My HDX measurement

Number of peptides: 63
Number of residues: 145 (11 - 156)
Number of timepoints: 6
Timepoints: 10.02, 30.00, 60.00, 300.00, 600.00, 6000.00 seconds
Coverage Percentage: 88.39
Average redundancy: 5.04
Average peptide length: 11.89
Repeatability (mean std): 0.05 Da
Temperature: 303.15 K
pH: 8.0
" }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } - ], - "source": [ - "hdxm = HDXMeasurement(state_data, temperature=303.15, pH=8., name='My HDX measurement')\n", - "type(hdxm), len(hdxm), hdxm.timepoints, hdxm.name, hdxm.state" - ], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } + ] }, { "cell_type": "markdown", "source": [ - "Iterating over a ``HDXMeasurement`` object returns a set of ``HDXTimepoint`` each with their own attributes describing\n", - "the topology of the coverage. When creating the object, peptides which are not present in all timepoints are removed, such\n", - "that all timepoints and ``HDXTimepoint`` have identical coverage.\n", + "Iterating over a ``HDXMeasurement`` object returns a set of ``HDXTimepoint`` each with their own attributes describing the topology of the coverage. When creating the object, peptides which are not present in all timepoints are removed, such that all timepoints and ``HDXTimepoint`` have identical coverage.\n", "\n", "Note that the internal time units in PyHDX are seconds." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -250,17 +256,14 @@ "l = ax.set_xlabel('Residue number')" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false }, - "execution_count": 17, + "execution_count": 8, "outputs": [ { "data": { - "text/plain": "
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+ "text/plain": "Figure(nrows=1, ncols=1, figwidth=10.0, figheight=5.0)", + "image/png": 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}, "metadata": { "image/png": { @@ -274,12 +277,12 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 9, "outputs": [ { "data": { - "text/plain": "
", - "image/png": 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}, "metadata": { "image/png": { @@ -292,16 +295,13 @@ ], "source": [ "fig, ax = pplt.subplots(figsize=(10, 5))\n", - "i = 3\n", + "i = 4\n", "peptide_coverage(ax, hdxm[i].data, 20, cbar=True)\n", "t = ax.set_title(f'Peptides t = {hdxm.timepoints[i]}')\n", "l = ax.set_xlabel('Residue number')" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -311,47 +311,40 @@ "in .csv format." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 19, - "outputs": [], + "execution_count": 10, + "outputs": [ + { + "data": { + "text/plain": "", + "text/markdown": "HDX Measurement: My HDX measurement

Number of peptides: 63
Number of residues: 145 (11 - 156)
Number of timepoints: 6
Timepoints: 10.02, 30.00, 60.00, 300.00, 600.00, 6000.00 seconds
Coverage Percentage: 88.39
Average redundancy: 5.04
Average peptide length: 11.89
Repeatability (mean std): 0.05 Da
Temperature: 303.15 K
pH: 8.0
" + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "from pyhdx.fileIO import csv_to_hdxm\n", "\n", "hdxm.to_file('My_HDX_file.csv')\n", - "hdx_load = csv_to_hdxm('My_HDX_file.csv')\n" + "hdx_load = csv_to_hdxm('My_HDX_file.csv')\n", + "hdx_load" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } - } - }, - { - "cell_type": "code", - "execution_count": null, - "outputs": [], - "source": [], - "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } } ], "metadata": { "kernelspec": { - "name": "conda-env-py38_pyhdx_pn011-py", + "name": "conda-env-py38_pyhdx_01-py", "language": "python", - "display_name": "Python [conda env:py38_pyhdx_pn011]" + "display_name": "Python [conda env:py38_pyhdx_01]" }, "language_info": { "codemirror_mode": { @@ -368,4 +361,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/docs/examples/02_coverage_and_d_uptake_fit.ipynb b/docs/examples/02_coverage_and_d_uptake_fit.ipynb index 1e7550f9..53dc0e11 100644 --- a/docs/examples/02_coverage_and_d_uptake_fit.ipynb +++ b/docs/examples/02_coverage_and_d_uptake_fit.ipynb @@ -3,10 +3,7 @@ { "cell_type": "markdown", "metadata": { - "collapsed": true, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": true }, "source": [ "# Coverage objects and residue-level D-uptake\n", @@ -40,13 +37,11 @@ "from pyhdx.models import Coverage\n", "from pyhdx.plot import peptide_coverage\n", "from pyhdx.batch_processing import StateParser\n", - "from pyhdx.fitting import fit_d_uptake" + "from pyhdx.fitting import fit_d_uptake\n", + "from pyhdx.config import cfg" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -59,10 +54,7 @@ "at residue 2 and up to but does not include residue 7." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -85,7 +77,7 @@ ], "source": [ "start = [2, 5, 8, 10, 13]\n", - "end = [7, 10, 15, 17, 16]\n", + "stop = [7, 10, 15, 17, 16]\n", "sequence = 'MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQL'\n", "# Data ranges from residue 2 up to but not including 17, therefore these are 15 residues\n", "d_uptake_residue = [0.2, 0.23, 0.18, 0.15, 0.1, 0.12, 0.45, 0.68, 0.88, 0.9, 1.0, 1.0, 0.65, 0.43, 0.32]\n", @@ -96,10 +88,7 @@ "pplt.show()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -119,10 +108,7 @@ "fields are used internally and can be ignored for the moment (but `Coverage` expects to find them)." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -131,8 +117,8 @@ "outputs": [ { "data": { - "text/plain": " start end _start _end sequence _sequence ex_residues exposure state\n0 2 7 2 7 EQNNT EQNNT 5 10.0 State_A\n1 5 10 5 10 NTEMT NTEMT 5 10.0 State_A\n2 8 15 8 15 MTFQIQR MTFQIQR 7 10.0 State_A\n3 10 17 10 17 FQIQRIY FQIQRIY 7 10.0 State_A\n4 13 16 13 16 QRI QRI 3 10.0 State_A", - "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
startend_start_endsequence_sequenceex_residuesexposurestate
02727EQNNTEQNNT510.0State_A
1510510NTEMTNTEMT510.0State_A
2815815MTFQIQRMTFQIQR710.0State_A
310171017FQIQRIYFQIQRIY710.0State_A
413161316QRIQRI310.0State_A
\n
" + "text/plain": " start end stop _start _stop sequence _sequence ex_residues exposure \\\n0 2 6 7 2 7 SEQNN SEQNN 5 10.0 \n1 5 9 10 5 10 NNTEM NNTEM 5 10.0 \n2 8 14 15 8 15 EMTFQIQ EMTFQIQ 7 10.0 \n3 10 16 17 10 17 TFQIQRI TFQIQRI 7 10.0 \n4 13 15 16 13 16 IQR IQR 3 10.0 \n\n state \n0 State_A \n1 State_A \n2 State_A \n3 State_A \n4 State_A ", + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
startendstop_start_stopsequence_sequenceex_residuesexposurestate
026727SEQNNSEQNN510.0State_A
15910510NNTEMNNTEM510.0State_A
281415815EMTFQIQEMTFQIQ710.0State_A
31016171017TFQIQRITFQIQRI710.0State_A
41315161316IQRIQR310.0State_A
\n
" }, "execution_count": 3, "metadata": {}, @@ -141,12 +127,13 @@ ], "source": [ "data = {\n", - " 'start': np.array(start), 'end': np.array(end),\n", - " '_start': np.array(start), '_end': np.array(end)\n", + " 'start': np.array(start), 'end': np.array(stop) - 1, 'stop': np.array(stop),\n", + " '_start': np.array(start), '_stop': np.array(stop)\n", "}\n", "\n", - "data['sequence'] = [sequence[s: e] for s, e in zip(data['_start'], data['_end'])]\n", - "data['_sequence'] = [sequence[s: e] for s, e in zip(data['_start'], data['_end'])]\n", + "# - 1 as sequence is 1-indexed ie first residue is number 1 and not 0\n", + "data['sequence'] = [sequence[s: e] for s, e in zip(data['start'] - 1, data['stop'] - 1)]\n", + "data['_sequence'] = [sequence[s: e] for s, e in zip(data['start'] - 1, data['stop'] - 1)]\n", "\n", "data['ex_residues'] = [len(s) for s in data['sequence']]\n", "\n", @@ -160,10 +147,7 @@ "df" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -174,10 +158,7 @@ "peptide $i$, otherwise 0." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -194,14 +175,11 @@ } ], "source": [ - "c = Coverage(df)\n", + "c = Coverage(df, sequence=sequence)\n", "c.X" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -211,10 +189,7 @@ "the dot product between ``X`` and ``d_uptake_residue``" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -235,23 +210,16 @@ "d_uptake_peptide" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "markdown", "source": [ - "This means we can also do the inverse operation by taking the pseudoinverse of coupling matrix\n", - "``X``." + "This means we can also do the inverse operation by taking the pseudoinverse of coupling matrix ``X``." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -263,10 +231,7 @@ "dr_inv = X_inv.dot(d_uptake_peptide)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -295,10 +260,7 @@ "this value and recalculate weighted averaged residue-level RFU / D-uptake values." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -308,16 +270,13 @@ "source": [ "rfu = d_uptake_peptide / c.data['ex_residues']\n", "c.data['rfu'] = rfu\n", - "c.weight_exponent = 1\n", + "cfg.analysis.weight_exponent = 1 # = default\n", "dr_wt_avg = c.Z_norm.T.dot(rfu)\n", - "c.weight_exponent = 10\n", + "cfg.analysis.weight_exponent = 10\n", "dr_wt_avg_10 = c.Z_norm.T.dot(rfu)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -327,7 +286,7 @@ { "data": { "text/plain": "Figure(nrows=2, ncols=1, refaspect=4, refwidth=6.3)", - "image/png": 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}, "metadata": { "image/png": { @@ -352,10 +311,7 @@ "pplt.show()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -366,37 +322,38 @@ "In this next section we'll load some real HDX data and show different ways of obtaining\n", "residue-level D-uptake.\n", "\n", - "First, we use ``StateParser`` to quickly load a HDX measurement and apply back-exchange\n", - "(by means of Fully Deuterated control) and D percentage corrections. The first N-terminal\n", - "residues are considered to be non-exchanging (ie fully exchagne back), which is a parameter\n", - "configurable in the config (default equal to 2). This value also modifies the 'coupling matrix'\n", + "First, we use ``StateParser`` to quickly load a HDX measurement and apply back-exchange (by means of Fully Deuterated control) and D percentage corrections. The first N-terminal residues are considered to be non-exchanging (ie fully exchagne back), which is a parameter configurable in the config (default equal to 2). This value also modifies the 'coupling matrix'\n", "``X``." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", "execution_count": 9, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": "63" + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "input_dir = Path().resolve().parent.parent / 'tests' / 'test_data' / 'input'\n", "s = yaml.safe_load((input_dir / 'data_states.yaml').read_text())\n", - "p = StateParser(state_spec=s, data_src=input_dir)\n", + "p = StateParser(hdx_spec=s, data_src=input_dir)\n", "hdxm = p.load_hdxm(\"SecB_tetramer\")\n", "\n", - "# select the first timepoint\n", - "hdx_t = hdxm[0]" + "# select the first timepoint, this dataset includes the t=0 timepoint which we ignore.\n", + "hdx_t = hdxm[1]\n", + "hdx_t.Np" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -406,10 +363,7 @@ "residue-level D-uptake values." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -424,10 +378,7 @@ "d_inv[~hdx_t['exchanges']] = np.nan" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -438,10 +389,7 @@ "which supports the use of bounds:" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -454,10 +402,7 @@ "d_lsq[~hdx_t['exchanges']] = np.nan" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -477,10 +422,7 @@ "hdx_t.X.shape" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -500,10 +442,7 @@ "hdx_t['exchanges'].sum()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -521,10 +460,7 @@ "to probe the optimization landscape for local minima." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -535,7 +471,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 20/20 [00:17<00:00, 1.15it/s]\n" + "100%|██████████| 20/20 [00:22<00:00, 1.14s/it]\n" ] } ], @@ -543,10 +479,7 @@ "fit_result_1 = fit_d_uptake(hdx_t, r1=1., repeats=20)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -557,7 +490,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 20/20 [00:16<00:00, 1.23it/s]\n" + "100%|██████████| 20/20 [00:22<00:00, 1.15s/it]\n" ] } ], @@ -566,23 +499,17 @@ "fit_result_02 = fit_d_uptake(hdx_t, r1=0.2, repeats=20)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "markdown", "source": [ "Finally, we calculate the D-uptake from weighted averaging. This gives RFU values, so to\n", - "convert to D-uptake we need to multiply with the D-percentage of the labelling solution.\n" + "convert to D-uptake we need to multiply with the D-percentage of the labelling solution." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -593,10 +520,7 @@ "d_rfu = hdx_t.rfu_residues*hdxm.metadata[\"d_percentage\"]*0.01" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -606,7 +530,7 @@ { "data": { "text/plain": "Figure(nrows=2, ncols=1, refaspect=4, refwidth=6.3)", - "image/png": 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7ExwsebFwfh3zOWHbti1wOiyZ7T17d8HtsGa2S8tK0dXVDgBw2Wywu7zgBQFLcmpPB4JB9Pb1o9xXdqy/zqy07pXXmO0Lzl0LXdMgJ6JQpMnX1a4vc6C7S4eqp0ugBKh0CZnhKNA9hpKSEpSUlGS2y8qOzydMQgiZjNzO5xXlPkS7DqL97mvxp6ad6HSegB9tdyEp60gkE3AjvwYcIYQQQgghZGZ7/fuXYGl8+5hzhlpUfgsAyofteO4ZRJ7Lbi4B8Kvh+wFEvvNw+vvgdpIzQeIt+NkSE2TeDFUwQeWN2HPX+3HAZALHi+B4HjwvgucFcIIAnhcAXgA49rvO8dltjgPAARzS38FBH2Esb97Qtq4B0AEd2Z+hA7oOTs/+nPmemQN2Wwc4aOxcTQGnKYAqD/4sA6oCaDI0OYkvuv0QVqUgahIEVYKw9R3svenzR/23O5pPA/jkQgte4M/Co3tk+Kl0CZnhKNA9xVavXj2ueS0tLWhoaEBvb+/RJxOSo68vvxYyIVNpPI+5w0damW233YxDP78Sxr49AIDq0GZc0XQJHtsjoaOjEwJP1bTI6Oh5jkw3esyR6USPNzLd6DFHCmm6C4aYdQlmVQLUnB3RaV7IDDKV18aKagIX6G/iScNp6OjonDVxq0I9z6mqekxNPcn0oqgCIYSQgtOVFHp7upmxU/1PQxgMcg+ZZ05fRidRjW5CCCGEEEIImZFMWgJNPiuCoVCxl0LImCije4pt3LhxXPNWr14Nnufh8+U3WSBkvOjxQ6bbaI85qXMv/P39me0z7N2oGdibN8/CpQCIsFqs9Pgl40KPEzLd6DFHphM93sh0o8ccKQTKdT0+lLqMCCYSs+5541jXKwgCNE0r0GrIVKNANyGETIEj7Z3YvrsZFrMJZ5yyClaL5eg3miPUeAhKIoJefxAAUG2M4eO+/SPOtSAJwIrkUZrXEEIIIYQQQmamM77zFFJHuUIzMFjb2elw4PO3fgOanq078rUvfxFN8xugqgo+/6WvQ9OzQcX/+vqXUV9XB13X4A9H0NU/gH6/H4FgEP0DfWhrbYUAFSIU8NDAQYegqxCgQcDgd33Yz1DB6xpEqOChQdTV9Bi0oarcg1/I1NVmx/XBwP6weYM/a+AHq3IPfecyYwAHjRt+lPx5AKBz3OBvwX4pECBzIhSIzHcZAmSIiHMWJDgT4pwFcc6MOGdGirdANVgBgxm5pyNyy83oI9Sf+Ub/XTgztSWz7RUTaPFTjW4ys1GgmxBCCiyRSOK9rbvB8zzkaBzPrXsD115xcbGXNW2UYCf8oShkRYWZU/D5ip0w8SOfATdr6QB3MilN5xIJIYQQQgghBVJVXXvUOVZbuq6zz+eDw+XGocNHMvsisSTmNTSivaMT/YEwc7sTTjwZLqcTANCQc0xN03DexVcgnkhkxn7+kztw+umnISlrkBQVSUWDNPilA9AHI7rpnzH48+DYsL6QueNDceBRbzP82MPGMN77zD2+rjNjPAfwPAeB49I/cxx4nsP3f3QH2trawWth8JqMqy69CF/9wqdhNQowCMdWrfih7z0DHMkGukvVfgQChmM6JiFTjQLdhBBSYNt2poPcQ3ROQCyegM0697O61XgImhRH56F9AHTc5NuHKmNi1PkmLb0vmaSMbkIIIYQQQo4H8xvmMYHulpbDAICOzi5mnt1ug9PhGPU4PM9j0cIF2LJte2bsv3/680xgfK7TdR3+w0dgGzZ29UVnwWUpTDDaW78UyP4zoUrpRDDqhizLMBgo4E1mJgp0E0JIgQ0MluwYwnEcNm3ZgbVnnlqcBU0jJdgJXdPQcWAXLnR1YI2D7XStilYISjyzbVDTzSiTEmV0E0IIIYQQcjxonN+Ada+8ltk+eOgQAKCjs5OZV11VBY4buwL44kULmUD3wIAfAwP+Aq529vB6PThh5YqCHW/x8pMhv57drlW7kbKvRSAYhK+srGD3Q0ghHdt1DIQQQvIMv3RuSFtndxFWMr3UWBCaFIfsb0W8pwUfLD3I7jfY0X3KrcyYQY4CSJd7IYQQQgghhMx98xvmMdsthw4DyM/orq6qPOqxli1dXKhlzXrnnXM2BEEo2PGqFp3MbAvQUFbqRCAQLNh9EFJoFOgmhJACk1Jy3pjBZIYsK0VYzfRRQl3QdR3JI1ux2P8qRI7taNK15htIehYyY7yWgoFTIVHpEkIIIYQQQo4LuYHugQE/gqEQOvMyuo8e6D5n7Vl5xzseedxufPJjHynoMa0uLwJGHzNWYdPgD1BDSjJzUekSQggpMEXJD2iLoojtu/fi5FXLi7CiqZfJ5g60I/zOX2HV48z+gcUfQLT6DPBSKO+2LhOVLiGEEEIIIeR4UVtTDVEUmc9NLYcOo6MjN6O76qjHMptMeOiB32HLtu2IRmMFX+tsYLGYcfKJJ8BiKWxPKI7jkHDOg6e/NzPm40LoO05Lw5DZgQLdhBBSYJqmjzi+/8ChORvoVoLp7IvQmw9D7mth9rXx1YituAkAoBns0MGBQ/Zv5LXw1IySEELIMdmzrxkHWo5g8cJGNDbUM02hCSGEzCyiKGJefR0OHMx+bmg5dHhSpUsAwGw24/Q1c78fUjHYqhYB/e9mtuepHdjRGcb7i7gmQsZC7wAn4Nvf/jai0Sj+8pe/FHsphJCZbLQP17wAXR85CD6bqbEAtFQCUnczYjueZfYFFSO2L/wswA/WiuMFaEY7M8dt4pBMUkY3IYSQydu8fRdknceOfYfwt8efxZ//+lixl0QIIWQMueVGtm3fiXAkwoxVVx89o5tMLVftUma7UW3D1l767EZmLgp0E0JIgYnCyBfLmExmNB88PL2LmQZKMJ15EXjx19BlNjP7vt4lqFp4AjOmGh3MttuoIylRRjchhJDJiyeyH7otFsucPLFMCCFzSW6g++31G5htnudRUc7WhybTz1q3gtmuUzvRHJrbvafI7EaBbkIIKTCj0Tjqvu279k7jSqbeUDZ3/OAGJA6uZ/a9E/Eh4F6WVytOMzqZbadRo4xuQgghk6ZpGqw29mohX2lJkVZDCCFkPBrnNzDbudnc5b4yGAyG6VwSGYFz3kpm2wAVWjJIJ5TJjEWBbkIIKSBVVWE0mUbdn0wpc+pNgRLsgq5p8D97FzMuaTz+X/98NMxvZMYdNitgdbNj4sQC3dFYHMFwZE79HQkhhEzewUNH8k6qLlnUVKTVEEIIGY/cjO5c42lESaaes6wKSRN78rhS7UFrIFGkFREyNgp0E0JIAQWCoTH3W202dPf0TdNqptZQNndk498h9x9m9j3hr0dANWN+TqDbV+YFzC5mzC4oSCTH90bp4OF2vPDaO3j5zfewecfcyo4nhBAyOXv3H2S24/EY5tXVFGk1hBBCxqO6qhKmMa6EHW8jSjK1REGA6q5nxhrVNrx5yF+kFREyNgp0E0JIAQ34AwAAQ6wbpdsfQOn2B8EfWAdBygbA39uyvVjLKyg51AM1EUHg5d8y4zHegeeDtTCZTKiqrmb2lZeWgMvJ6Lbx8rgzuvcOq3F+pL0LsThlEhBCyPGubyDAbCficfCjNYYmhBAyIwiCgPr6ulH3U6B75tC885nt+UobXm8ZKNJqCBnbyB3TCCGETEogFAanSKh/8XMQpSAAoBQANgEpezUSpUsRtM1HcmkpTDXLwY3SuHKmU2NB6LKEwJv3Q0uy9fTWc6uggMf8eQ1MoIHneZSWuNFj8TDzrZyEZPLozSgVVYUkpZixaCwOm9Uyyi0IIYQcD3RwzLbdai7SSgghhExE4/wG7G8+MOK+6moqXTJTCOWLgD3Z7Ua1FQ8epEA3mZlmZ4Rlluvt7UV/fz8zJknSmA3sCCGzQyQShbV3aybIPZwx2gFjtAMuAC3f+wM4kw2uNTeg/IN3Q7C68ubPZErMD23gEGIb/86MG8oXYHtXDYBuzJ/Pnvkv9bggCgJ4O1vjzQwJknT0jO5USs4bS1ATS0IIOa7FYjE4XexraF0NBUcIIaQYInISbbEg2mKhwe/Zr8OhAYQVCWbRAAMvwMgLiNYmMHDVYnCaDl7VwWk6OE0Dp+m4O7YHj7zeDSMvwsDzMPIizIIIu8EImzj0ZWK2xeP0ah4OHJwGM9xGM9xGC8xiYZt42utXQhu23aB2YH9vGP54Cl4rxbHIzEKB7iK4//77ceedd+aNl5WVFWE1hJBCisXicEU7xjVXl2IIvv4gBJsX5R+46+g3mCF0JQU1Hob02j2APuwtDy/AedLV6H+0BQDyGlH6ytIBbsHmZcbNWmJcpUtSMgW6CSGEsLbv3AtBEDLbmqZh5fIlRVwRIYQcf85+5l7sCHQhlDr6VZrIffteZhtx2vP+Q4D/0LEv7jhkFkS4jZbMl8NgAs9xR7/haMeTFdTVr8HCaD8WxfpQlQyjRuvG24cDuGJpeQFXTsixo0B3Edx888245pprmLEbbriBMroJmQOSkoTSaOeEbhPe9PisCnQrkX6oB16D1rmDGbc0nQ7L8kvR+7v/htdbArfbzewvL00HuEWHF8qwcaOWGFfpEsroJoQQkutIWweMVntmOxwKwWG3j3ELQgghhRaUEuMLcpNpkVQVdCci6E5Ejj55vBrOyvxoVyQIyYP47rZ/oZ1fipWeKiz3VMBppNJhpPgo0F0EPp8PPp+PGTOZTNQ0h5A5QEopMOYEukuu+BbeDpbAFT8CS/9uWAZ2wRjrzuyXew9CCfdCdPpyDzcjyQNtSL15HzPGW5xwn/MfCMscZEXNK1tiNhnhdKSzNQyOEjbQrcSQlCToug5ujEyDlKzkjVGgmxBCjm+ReAIlwwLd0NXiLYYQQo5TtTY3dga7jz6RzAlR0QTYdWxN7sVn1+/NjG+76stY6aXyYaS4KNBNCCEFpGoqDLEuZqwZlQgvOg+bD3eA814BTlNx7WvXwqBmsx4SB9bDcdJV073cCVMTYQRe+QP0GNtnwLH632CuXoqWg60AgIbGnLIlpd5MENtgL0Ni2D5Bk8BrCmRZHvPKlpEzuilzhBBCjleapsFssTJjJV53cRZDCJkWsizjgT89gn379+N9l1yESy66oNhLIkgHuocrNdlQa3MPfrlQa3PDqfIoMVpgdzohaypSg1+/feBBdPT0QBc4aDwHnecwb34Dzr/gnMwcWVMhqQoSqoyYnEJMSSGqpL/H5BSiioSYkoKm68X5AxSZqmtIqvlJQdOJ5zgsdFI5XlJ8FOgmhJBC0jUYomyg+4tvxLHZwNaXm8cvwBo1W/oj3vz2jAh0728+gC9+5Zuj7nchjP9yr4M4LPF6n+TFHx7vAR7/EVKyDEEQUFdXz9yuvCzbgNLoKs07rk2QkUgmxw50j1CjO56gQDchhByv2jo6YbOxtV0XL2gcZTYhZC545K+P4sGHHgEAvLV+A6oqK7Fi+dIir4p8bskZ+PeGVai1uVFjc8Eq5r+n7+3tBYC8q9ubbS/g6X27mLHrl52DL5106dQteA5KqQqCqQSCqeTg90RmOyJP/jOTrgOtsSBe3fYqjnAywgbLiPMWOcsK3gSTkMmgQDchhBSQSQ6D19iAbKtQkTdvq7gEa+Rhge4Db0/52sZDUVT0DwyMun+1uw0il21Aqegc/tTdiAE5mhmrnzcvL2DtK802oDQ68wPddkFBMinB5Rx9bUkpv0yJoqhQFBWiKIxwC0IIIXPZrj37me1kMokFjQ1FWg0hZDq8+94mZvvp556nQPcMcCzlKhrn5z9vV1dVHstyjktGQYTP4oDP4piS4z++cRsWvvcD9Jjs2G8rwy57Be7xXgVfmYIBJUQlS8iMQYFuQggpIFuKLemRgBH9nCdv3hbDYgyv35E8tBG6kgI3QvbDTLLSygbB346Uo0tms+nmz2ez6TwuB0zG7Nl9o8kM1WCDIMeyc8zcURtSjpa9nUhKcNitI+4jhBAyd/X2D8Dpzl4xFItGqOcNIXNcMBRitt9ev+GofV7IzDa/YV7eWHUVBU1nGr1kPjgAFVIUFVIUa/2H8HjkE1hpX4nHbzoZ4WPIGiekkOidICGEFIiu67Cl2EBwu1ABq0lEhcOECocJboMOlwHYLi5ibysnkTyydRpXO3FmTsEiC/vhYmusJG9eQ06g21fGzjEaRKhGNnXbbeKQPEpjydEC4VSnmxBCjk+Kxm5bTDP7ZDEh5NiFQmFmu6u7B4ePtBZpNaQQGkcIdFdV5l8RS4rLWlIF1chmizeqbXj7sB8iJ6DMbB/lloRML8roJoSQAoknEjDF2W7jbUIFfnTJInzl3HTw9/6H/ga714cPvQocFGrQqLZnb3/gbVgaT53OJecpKfHi+9//Qd64rmuwHnkV4ltvZsc4EZf/5w9xmcEGTjSC49LlQ1KKyty2fFjZEgAQBAGa0QEMa9rpMupISmMHrKURmlEC6YxuQgghx5dEMgmn08WM1VRRYISQuUzXdYTC4bzxt9ZvQMO8+hFuQWaD8nIfli5ZjN179gIA5tXXoa62psirIrlKSryQnPWw9u/MjDUqbXg9eQp2dUewsmqMGpSETCPK6CaEkAIZGAjAEO1kxtr5CqyozJ75Xtw0HyaBQ5mZw1ZxMTM3cWD9tKxzLEajCSlFzfuSVR3m7s3M3HjZcshGDxTOCFlFZu5woijA62bf9HAcB83MjjmN2lEzumV55E7iFOgmhJDjz649+yCKbM7OyuVLirQaQsh0SCSSkEdoTv7W+neKsBpSKBzH4Sd3/BDXXHUFrrz8UvzirjupDNUMVFriRdTMnlBuVNsAAG8e8hdjSYSMiJ49CCGkQPzBILhwFzPWJlRgRWU2qLvmlBMRjURQbeWx1cAGuuPNb03LOidF12HvepcZilUePfvcV+Id+Y2qmc3Cc4jqUWt0q5o24vjRAuSEEELmnpbDbKmCUDAIr8ddnMUQQqZFbn3uIVu37UAsFp/m1ZBCqij34b++/hV877++gZpqqs89E3k8bvRz7JW6FOgmMxEFugkhpEBC4QiMMTajO2SrRYXDlNk2Go1IxKOosXHYKrKZZ0qgA/JA27SsdaKM4SMwxHuZsWjlmjFvw3EclizI76IOALC4mU27IEOSRg9Y67oOXddH3EcZ3YQQcvwJR9iglqaOXN6KEDJ3hEYJdCuKgvc2bR5xHyGkMJwOB7oUtg53o9oG6DreaBkY9bMaIdONanQTQkiBxPy9KJPZuoH2ysa8LvBVlT5UyxqeFqoR4mxw6bHMvviB9XCV1E7LekditZhx4nK2UaYS7IbSsQXD37ro9nLUrTgdDufItdh4nkd5mRdmk2nE/VxOoNvGK0gkEqOuS1YUANyI+6JxyuAhhJDjjcFkZrY9bqoNSshcl9uIcri31r+Dc9eehWgsjk3b9yAUiY55LIfNiqULG1Fexmao6rqe996dEJL+fNersVfl2vQEKrR+tIfK0BpIoN5rLdLqCMmiQDchhBSIOnCY2dbAobJ+Ud68hY3zsXWgBTrHY5u4GGvlTZl98b2vwrXm36d6qaMymYxoqKvObGupBCS1G13t72B4YRHT4vPg9JXA5/NN6n44G/uhwsJJ8I+RmZ0apRElkK7XSAgh5PjR2dUDh8PBjC1oHOUKIkLInDFSI8ohb6/fAF3XsXXXfgwERs78Hi4QimDjtl245NzTM/X+NV2D728/QIXFgfmOEjQ6SvD1Feeh0jq+E2l/an4Xf27eOL5fZhy+s+pCXFS9sGDHI+RYRTQzVNEKQckmGjWqbegWyvDmIT8FusmMQIFuQggpED3Alh3p5kuxvKY0b15jQz087+4GAGw15AS6m9+e2kVOkBrphybFkGzdyoybll4yqePJqoZQQkZCdGJ4Lp5Fl5Aco3RJaoTGQ0MUVYOqahAEqsZFCCHHg1179jHbqVQKSxY2FWk1hJDpMlZGd29fPw4cbMFAIDju40kpGf2BECrKSgAA3YkIBqQ4BqQ4dgV7AABfW3HuuI93JBrA6z0t455/NL3JsbPSCZlugiAg5ayHxb8nM9aotuEtnIQ3D/lx48k1RVwdIWkU6CaEkEKJsPW524UKrKh05E0TRRF8Mgy76MRWkW1IKXXsgirFIZiKfzZc13WoMT8SLe8BmpLdIYgwLFg7rmNomo5oSkE4mf56tzWAH724H/VdEu4dNs+kJ8ZsRplKKaPuA4CkJMFmtYxrTYQQQmYGXZGhqynoSs6XPnLz4SEd7W1wllZmtiOhANTeZqi6DtFbA8FCZUwImYtGa0Y5ZP2GjbB7ymCIdcMYOgRujJrBsq0ckms++geCmUB3S4RtqGcWRFRY8t/LE3K8stksSBhr2EC3kk72eoMaUpIZggLdhBBSAIqqQYv0MGNtfDn+rXzkN8cGkUe1jceO1AKo4CFg8EO9piC+9zU4Vr1vqpd8VFo8CF1VkDjwFjNumb8GvNk+yq3SggkZvVEJUUmBrqeD5v+7rQu/eL0FiqbDzbO3N6oJJMcqXTJGRjeQbkhJgW5CCJl5dE2DLiehyQnoqQS0VAK6IkFXUsAkG1fJOnsFj0FPQZMGL6PW1GNdMiFkhhoroxsAdu/bjwsrtqHy3Z+AO8oJMwAIzL8c/Z4fZLZbIgPM/ga7FzxHVwwSMsTjccM/UIrhRSgb1VYAwK7uCPzxFLxWY3EWR8ggCnQXQW9vL/r7+5kxSZJgNNITAiGz1UBchiney4wFTJWwmUZ+mi31ulHdB+wLWbFfqMcS9VBmX3zvqzMi0K1E+qHrel45FfvK92Gs0ERMUtAyEMvEL+IpFbe/tB8v7M8+74U49gSAQUtCSox+eeZYNboBIDFGNjghc10ymTymTvdms5kab5GC0aQY1HgoHdxOJaDLE3t+zgTGU3HoqTg0KZ79ORWHnIigoX8Ahl4ZvBIHryRQKwXR0yVAS8UAXYOeSsB3w10z4rWUEFI4oTCb0d0wrx6HDh/JbAeDYZT4/3dcQW4A8LQ8jba9Z0M+9QQYRDEv0D3fUTKh9V1eswS+oySDTMQppcVrUE/ISLweD3p6HRheLGy+2gboOlwWA5r7YlhTT3EtUlwU6C6C+++/H3feeWfeeFlZWRFWQwgphP5YCnaJDXQrjspRZqfrdFe3p89+bzUsYQLdiZYN0DUNHF+8DBJdVaAlwpB7D0INs5nqjhOvwmj5NIqqocUfzwS5D/vj+PK/dqM1kGDmhfj8DwFaPDjqesaT0U3I8ealV17HkY5euD2eYwpUB4MBNM2rwdoz1hRwdeR4oqsK1OgA1OgAtFRizLlq1A852Ak11A0l3Asl1A0l0JH+HumDFg8cNdO7aoSxeM62Guqe2C9BCJnxcjO6Lzz/XDz0P3/NJESUuGwwtraNdNNRlW39A7pPPRcVNXVoCbPJaBMNdJ9SVodTyuomdBtCZhOvx4MNcRPOHDbm0mPY/unFWLZgAXieEidI8VGguwhuvvlmXHPNNczYDTfcQBndhMxSkaSCZDIJt9zHjFtKR3+ju3hhE7xvNgPgsVVchA/imcy+ZOt2qLEAxAm+uS6owUyY+AE2m1t0V8FUswzo6xvpVjgcSCClpG/7/N5e3PZSM5JKflZNmMsPdMfikVGXQ4FuQrKCoRB+8evfYV7TQni83qPf4Cjcbg8OHunA2jMKsDhyXFETEaiRPqjx4KjBaV3XIfceRGzPK4jteRlyT/O0rE2TqIkbIXNNbqC73FeGk05YhXfe3QgAqLNK4HKuOzSUNTDbuipD8bdnts2hQwhu/CdKbdfjwEA7M3e+49hfYwmZS7weN1qDCjTBDF7NXrHVoLSB5xcWcWWEZFGguwh8Ph98Ph8zZjKZwBcxe5MQMnn9sRT0gcPZOtuDKutHf7E3Go1wqhEALmw1LGH2afEAkq1bYV92wVQsd0ISzWx9btvSC0bNHO0OJxFKyFBUDT955SAe35mfTWc3CvjplUtxuDeM2D8tsOnZzL934i7IqgaDkP9ceNTSJQkKdJPjw2tvvIU777ob5553IVwuN/hUFGb/PnC6Auh6+nJtXQOnq+nAo64BHA9NtEATzdBEC/RhP2uiGeBFuFxuRKNR2O2Fu+SazE26rkMN9UCJ9kOXR37u1TUNUscuxPe8jNjeV6H4J5ZhWQhqcvSTp4SQ2Sm3GaXb7cIZp6/JBLorBPYEF+etx4KftTBjuqZi99eXg+vbmx185z5op12Gwzll9Caa0U3IXOfxeDAQ8EOqq4MlsD8znmjfOSM+uxICUKCbEEKOiaJqCCRS8B/cDOuw8RBnwwkL5o95W59Jh8gB7Xw5+jk3SvVgZl+8+S3YFp8DTije07SWjCLZupUZs6+6bMS5kaSCznASsqrhc//Yic0dobw5jSVW/Pqa5bh4YRlisTi2/ssBm5INdCu6ji8/sQu/uXZF3m1zM7oDAT88nmyWTSQWm8ivRsisEw5H8PNf/QbPPPciVp9yKhYuaELJzodRsuev4LWxTwQdTcpeja5Tv4q+gSYKdJOjUvxtUMIjX9WjBLsRevthxPa8AjUy8pwJ4wRwRjN4gxmcwYKgZgZndg6erLFCVmQ0VJeDN9rAm+0wlDXA4K6EuW5VYe6fEDJj5GZ0u5wuNMybh7t/dS94nodHYZ93jFVL847B8QIcV92G6AP/lhkTEn50vvUIungnM5cyuglheb0e+AcGkFpezwS6Y607QIV4yUxBgW5CCDkG/bEUdB3oP7IHNcPGO4RKXDJ/9BrdAFDmdaLCyqE9Bmw1LMaFqXcy+6TWbVDjQYiO0ila+dElDr0HaGp2QDDAvjI/0C2rGg4N1uX+y+aOEYPc71tchu9ctACrKl0QBR4mkxFWmxMIZeuau/QI7nnrME6v9+BDJ9cwt5ckNpDX29PLBLoTCWpGSeauN99ej//+yd3o6+9HRWUlLjrzZNS+/i3YejYV5PjGaAcq3/0ZBlaeh4Z6qi1KRqeEekYMcuu6jui2pzHw7F3QpXGceOQFCLYSiM4yCK4KiO5qGNwVEJw+iM5y8BYXeKMVvMkKGEwQDGZwohED4SR2NrP9MOpL7ahasSTd14LjwYmmova4IIRMDVmWEU+wPQBcLifqamtQW1ONWDwJc+QIs99Ss2zEY1WcdhW2PnUK7N3vZcb2bvkXcPKNzLwGOwW6CRnO43ZDURSETNVwDRuXOnYVbU2E5KJANyGEHIP+WAoAkOpn31j3GyvgsFtHuknG/Pp61OzvRHtMxVYxJ9DdvgNaMgIUMdAdzylbYmk4BYKVzXTRdR0tA3HIqgZF0/G3LR3MfpHn8KWzG/CBE6tR57HAZkq/7BhEETA7gWExcZeevlz0Px7bjsXldiwotUOHDl0HElL68ngh4UfZzj/D0HkIvO8LkLzp8jCKqkHTNCoBReYURVHw47t+gSeeStfwN5lM+Mi5S9C47j9hSAwU9L6M0Q4M9HYCoCxYMjI1HoLsb4ekqEipOqDr0AFoiRCiT98O+cCbY96es3pgWLAWxiUXQ6hZkXfFkiYYoRstUIzWdLBaNAGiEZxgyMzZuGMDcxtZllHZtAQB1QgMnpd18oCRXgoImXNys7mBdKAbAM447VRs2rYTxhDbW8Zat3LEYxkNBiTOvBW2f3w4XfILQLvBwszxme2wGUyFWDohc4bJZITNZkOf5sLw1Ai1Z/+otyFkulGgmxBCJimeUiANNlo0RLuYfTFz+VFvv2TxApS+cgQAj62Gxcy+VM8BKKEeGHMa6EwXXdeRaGY/LNiWXZg3rzOcRFRSAADP7enFQJzNvP7x5YtxbmMpSmxGlNmzHxYEgYdqdDBz3Vq6nmospeKGRzbhzzecALNBAACk5PR9VG24E7aezXADUN74Ng5e9jD0wQ8mSSkFq8U8+V+akBnmof/5WybIDei45RQzlm38QeZDeQYvQHRXDWa0CuB4AeB5cJwA8AJ0VYYmxaBLMWhSFLqSGvH+Ur0Hp/YXIrOOpumIpVQEwiFs37UTm3tT2O1X0Z/UkZJVNAU24JM998CjBke8/SGhBq+bT8OrljOwV2yE3stB6wWgh6ADg1+DreN0QBtsIscB4DgOPAfwg30heI6DpsgQeC6zX9c0mDa/nZ47OMcochB5Ht+9aAE+srp2qv9EhJBpEgznB7qdjsFA9+mnoa21FQY/2x/GVD1yRjcAuJtORqjhfXC3PA0AaLe4mf1Un5uQkZV4PWiTLDh5+GDcDyXcB9FJBUxI8VGgmxBCJimUTAdfoSpwSewba9ly9Bd5u80GtxYD4MAusQkyRBgweEzoSB7eBMv8U9JBq2kmdeyCGmEvD7efcCWzHU7ICA1mWmu6joc2sZ3ql/jsOLexFFajgDo3myUDAJqRzQ536dnGYQf64zjvd+uR6Xup6xB1GRv6tmTmiEk/bF3vIlp3DgCguSeI6lIP3BYDxBEaWhIy22zZuh0AYOVlfHVhNxq7X8ubI7qrUPO5R2FdeNa4j6sr6cD3ti8vgDnZnxnX/EfGuBU5XkSTMt5tC+Ld1iC2dYaxuyeMfb1RSMMqWZl0CV+OPYQPJ58a8Rj/NJ2PByzX45A4rAyVMnyGPsrPo80ZwmUyt9P7OSA68ombcFIZcZwQMjuFchpROhx2iGL6PfJJJ67Cu88+Cs6ffd7QwcFUySaSDFfqdePw8o/B2boOvJJEm9nF7Kf63ISMzONxozWkQ+MNTJ8YqXM3ROc5RVwZIWkU6CaEkEka+hCtJiOokHuYfbx9fGezy43pY6Q4I3aL87FKyV72lWzbAU2KQbA4R7v5lInteI7ZFt2VMNefmNlOKRpagwm4vDYAwPP7+nDIH2duc+NJ1RAFDo0lNvA8h1y6mf29SrUAsy1rbJDDpw6Azwl8HNnzNmzVa2EWOISiCSiCGa3BBBaV2TNlUgiZrULhEOaZIvhi9V54lfy6x+bF56Puc3+D6PRN6LicaIAgupG0lDOBbiHSecxrJrOTqunwx1N47eAAvvn0HhwciI86d4lyED+J3I1GtS1vX4Bz4Af2z+El0xlTudxx4bj81x1CyOwVCrKBbpcz+z7SbDJhvp096ZU0l6br/I+i1OOGainBwOIbULbzIbRbcgPdlNFNyEg8bg8Ot7YjVVILc6glMy517IJtMQW6SfFRFIAQQiZB1XTEUukgdVfHISwA2wzR5hpfoHtxmRUYjBVsFZcwgW6pbTt0KQ4UIdAd3fE8s21dfC54IZtZHkikoA4GovtjKfx9O1u6pcRqwAULStHgtcIojpJdnZM506D1wmYUEEupI06vVPMboC0KvYePvhvDV1dZIfkjqDI7YDeJaAsmsLjcMcJRCJk93NFD+FTNFhg4tlSJDg7q2luhXfl97ItzGOjrh6YDqq5D03VoevoqC33Yd57jwHMcRJ4DzwMCxyFhKocb2eZBxnh37hLIHPPm+nfR78+eVFRUDUlFg6To6Ixr+PFuIK6OHiC+OrkOP4jeAwPyn6ffMJyE7zhuQT8/M7IgRzi/SgiZxXJLlwzV5x7iVtj3iZ2yAyeO0b/FZDLCYbfBv+jf4D74FNpz35fa3Me+aELmoBKvB5u2bEVqfj0T6I637sTMeAdAjncU6CaEkEkIJ2Xog8nFvUf2YcGwfTJEWMZZn2zx/BqU7OrHgKRjq2ExPpZ8IrNPat8BNRGB6K4o4MqPTk2EEc+tz738YmY7kkwHOWRVw+sHB7CzO8Lsv3ZFJeq9VjjNBozK6mE2HYjjrssX4cv/2oukouVNr9TyA92legiO0AF8490F+OiyILxRA7wWA86Y50V/VEKpnZoIkdlrNXbnBbklgwsvrfwB1vNnYveDG3FgIJ456TRRn4pX49Zh2+ZE76hzydywt/kQvKXZ1ydeBKwikJQ0/KY5ibg6+mPpUukN3Bb9dd6VNQpvxNsNn8L+6vfjJpGDcfBEylCcmeMGa24P+xnIBqK5nDngMFivG9D1dIESLee7rgPxRBynn3YqVF2HqqVP8KiaBpMoQOA5rKqa/pPEhJCpk9uM0uXMBqZlRYEp3MrsPxwzYM++/Vi2ZOzyJZFoDH3LP4F2M5sR7mt5F1h0WgFWTsjc4vG4EYlEELfVYvgrbaJ9Z9HWRMhwFOgmhJBJGF77M9JzmNnXZyiHyTS+AOvSxYtQ/nwPBiQeW0T2jbgmRSF17ISpcsEot54asV0vAdqw2qaCAfYVl2Y2VU1HfLA55NbOMN5pDUAZFmgTOOBjp9Sg0jl2Y0jBxga6LbqE65eVYlnlGhz2JzKhFCkaQbCnA00HAkBz/nHOSb2HnYYF+P32EM6cx+Ps+V4098dgNQnwWI0QKK2PzEKKoqLCwmbNbhMX4Uv2b6L3SAmAY8++bhMqmW0KdB+fYoqOO7ZK6EuyAWy3kcMCJ48mJ4+zUhuxdtvdeUHuhGchuk77FnzOOkysgM6x8/cncfWKyqNPJITMCaExMrqjsQRMocPM/paIAP6N9Zg3v2nE4/E8B7fLCaADrXXnIDHwKrPf8dKvoJ13E3izvRDLJ2TO8HjcAIB+eDA8HUvu3leU9RCSiwLdhBAyCZlGlHICSoCtaxsxV8BiHjvIO8Tr8cDDJQFY0SeUoJMvQ9WwzOXE4U1wnHAFOHGMzOgCi257htk215/E1ACOSAp0HegIJXEkJmNTO1sz8bymUiwdR9kQMaf2oUlPgFMVLCizw2bMvjxF/BL8CQHlan/uIQAAa+WNuBcfAgC8dTiArrCE61bqaCq1oTOURK0nvxEmITNdNBqF1cAB2R4/eMhyFXqFwtUMbefLmW1jsh+6Ik/r8w0pLlnTcdf2JA5H2SsHGh08fniSGRaRg6V3O2o33QZeZ0+8+Bdeh96VNwNCcR4v5WVUP5eQ40luRrfblc3ojgT6YIixJ4DfrLwSD29VcFfLP0Y8XqmFx01rl6ICQI8mMfsMmgJv/yH0P3MXfNf+sDC/ACFzhNeTTlbqlG1YPnxHtBdqLJCXzETIdKNANyGETFBCViGrg0GBVBymKBvoTtmr4LGN3vwmV7khG8naKi5GVSob6JbatkNLxSGIrpFuWnC6riOa04jStuQ8cMPqG4YSMhKyil3dERyWDNmg/6AbT6oeu2TJIKODLe9i1JJIxKKoKfFCVjUM/YnlYPq7IT5ytuly5QBKNX+mLmyLP4773mmF22LApYt9KLUbYTEII96WkJkqFA7DoLINAYNcYevOtwtsWSRe15DsOwRL5cKC3g+ZOQwGEQG/H4qmQdGAP7casCPEfhzwGTX8Z10ciVAUfPAAmrbcDl5lL+nvqrkYh2quA4JBcOAAbpReDFNA1zXYrGZcdfXl03afhJDiC4ZymlEOz+hu3QVu2BUnGjjsdK1GkjPBL2NER2Rg01MHcV6VAY01bMPn6mQYAnQMPHsXPOf+Bwze6sL9IoTMcl5vOpDdGuWhcwI4XYVs9UEvbYIaD1GgmxQdBboJIWSCQonsO+ZkLIISiW3EKLiq4HSM/zLH+S4DMJD+eYthCS5LvZHZJ7VtgybFIFinJ9Atte2AEuhgxuwr38dshyUFHaEkZE3Dxjb2Q0eD14rT6j3jKhdicvvy2pklQ73guHrUebInCmKDcf/RAt0AcE5qE/5uviizHUoquPv1Fpw5z4vWQAKLfHTZKZldwqEQbFqUGQvx6UB3nduCJeV2nFDlxLlNpTil1g2zyIPnOfBctvEkzwEcl/6/qGk6FE3P1DNWNR1n/Oo1hAI2uPTsB/yBg9tRQ4HuOetjH7wOAPD37Z346SsHsTEUZPZ7TRweutiJtbWViGx6HP5tv4Kuss2WTXUn4NQPfB1nWN0QHKUwltZP1/IJIcexvBrdwwLdUvtODC8a2M6XI8mNr4zgK50y3lTDwLD8i5pE+v2tnkog8Mrv4bvutkmvm5C5Ziiju38ggMMX/w6yrRKawQqrxYwTyuYVd3GEgALdhBAyYWEpm8F8sD+MOq2H2W/xVmVql43H6sZyoCXdzHGbuIjZJw+0Qgm0w+CpmvyCJyC6nS1bIrgqYao7IbOdlFWkFA0D8RQGEioOBxLM/A+cUAm3ZXyXsRsdJUjkjEnB/GB2SpYBXYc4RqD709YtWCdejGAqm80zEJPx6LZOfPLUOvjjKXitxnGti5CZINLfCTfYchLvW9WI3519GsqdJlS7zOO6cmIIz3Mw5pyAWlHlQvv+CrjUg5mxUOsu1OD6Y1s8mfH+tasH77YGmTGLAPz6bAuWu4Ho1qcQWHcvdJl9ljZWL0P5h34JwWyHYC+hIDchZNrkN6PMBrrl7r1MoPugWDehY8si+1xXkwxBdFfCd90dcJ310QmvlZC5bOhz7oB/AJK7MTMeTyShqCpEga6kJcU1fdcZEkLIHKBpOqJDgW5VwaG+IHyan5mjO6pR4h3/JVtnrVwEC58O0O4TG5AAG5CNH9xwbIueAPO8k+E87YPgBy85sy48C8KwJjyhpAJF0+GPy9jWx9YztBkFXLG0Aq7xBrqtdmgCW8s8Fe7Lm5dKKeDlKAQlNyyeVeHfhJ+dzKPMyt73v3b1IJ5S0R5MQtX0UW5NyMwT6e/MG1tcV4MTalxYUu6YUJB7NMsrXWgX2Drdye4ROr6SOeVvmzvw0MZ2ZkzggLtON2GpchDczifgf+keaMkIM8dYsRAVH/3tYJDbCwMFuQkh0ygUHrl0ia7r4PoPMPsOCrUAgDIujrOFtryvef3bwCvD3sca2StXgqiF6Vvb4F77CXA8Be0IGc7pcEAQBAT87Gdgi9kESUqNcitCpg9ldBdBb28v+vvZpmqSJMFopGxDQma68GAjRgBAMoSBnvxgVMJcNtjFfXyqKitQKspoSxmhcCJ2iAtxqrIzsz95eAt0JQVOnPrnCPvyi2BffhGUcB/6n/kZbEvPZepzh5MyBmIpJBQNewfYQPeFC0phN4njrodtEEWoJif4ePbDhRzJbziZkuUxy5YAgKAkUB3ehUsbz8QjOwYy4+2hJJ7Z04PrV1WhK5xEjZsaU5LZIelnSyJJMGB5fcW4r5gYjyXldrwlVDJj2sDhgh2fzDzr9vfhY/9vS97495clcGZkA4xyENEt/wstHmD2G0obUPHx+yCYbOBEIwyl8zJlcQghZKqpqopIhC3n5XKmy/pJqRQMwUPMvgNCOqP71ktPwodProE+WL9b1wEdQNuRI/j6t7+H5tKTMVC2LC/Q/ZyyFkt++S7+64IF+Oq5jTBPsNdLQlZhEtIlxQiZaziOg9fjQV9/P/7+2P8iFArhG1++BWefeXqxl0YIAAp0F8X999+PO++8M2+8rKxshNmEkJkknMzW5+YSAST9bKA7YvAgoQCiOP6nV47jUCam0JZKB7K3GhYzgW6pfXu6Tvc0BLoza+IFWJtOh3lY2RJN0xGRFPRGJezulyAPq6rAcekmlC7z+H9vo8EA1ehggthyZCBvXiol55UtUS0lkM1emAPZ7FN71wZcf8EVeGJ/iCkv8+TuHly62AeOA0ptxgl/WJkpgsEQnnnuBQSCwUkfw2AwYM2pq7FqxfKjTyZFFQuz/xeCvAM1zvE3uR2PJT4HHs3J6EaoY+TJZNbb1hnCNX/eCFllr265pboT79f3A4kEuB1/hxphr6wRvbWovOmBzNU9oqtixga5k4qM/zu8HX4pji8uO7vYyyGEFEgkGoWmseW83O50oDsS6Ich1s3sOzBYuuRjp9SiysVePQgA87xL8Jvbv41bvvx1DPRtx/5lOSUCZTMSsobvPrcPsZSKOy9fMqH1RiUFByMSGrxW2EwUciFzj8fjRl9/P/bv2wcAx/T5hJBCm5Jn3b6+Pqxbtw579+5FX18fEokEHnzwQfj9fnR0dGDFihVTcbezxs0334xrrrmGGbvhhhsoo5uQWSCUzJYt0aUouDAb6I5bqyCnJn7JVo2dx+Z4+udt4mJmn9SxqygdrAVnGXhTtmxJZDCbvTsi5ZUtWV7uwPwS27jLlgCAwSBCNTqYMTXmz5uXkmWYY2ygW3dWAnVnAO8NC3R3voOUqOO6lRX403vZy/L39Ebx1iE/LlnsQ1swgQVls68xpaKo+NRnv4AjrW3HfKw//vkR/PrnP8GaU1cXYGVkqiQjQWY7yDlwkjP/w/qxaCq1oYNnA92GeE/6MvAZGsgkk1duN6Gp1IotHdk6tx/0tuMTrgNAKgZx+2PQY+wJFsFVgcpP3J9piMwJBgj2kmld93jsD/XhD/vW488HNsIvxeEwmPDJhafCbhhfMzpCyMyWW58byJYuCR/ZCQ7ZE3gaOBwSarCmzj1ikHvI6pNOwO0/+A6+9NM7AS4n0J1K385jMeAr58yf0FqTsoqkrEJSNOzri6LCYUal00Svq2RO8eaU6QwEgsVZCCEjKGigW9d13Hbbbbj33nuRSCQyYxzH4cEHH8SRI0dwzjnn4Pzzz8d9990Hn89XyLufNXw+X97vbjKZwPNUMp2QmWyoEWN6I4j+hIbSFJtBojuqoKrKCLce28pKF57sTWeLbzWwgW5dTiJ5ZDOM09jFmjPZwJus4IfV5w4nFSQVFVs6QghJbFbNVcsrwHGAYwJZKyMFuvV4kN3WdaRkGY6cjG7BXQ37ye9H8r37MmPGaAes/gO46dSz8JfNHUip2ctUn9zdgzPmeQEAgXgKnlnWmHLrtu3obDuM05xBVFpkCNDBcxp46OChQ+D0zM9A+kOeDkAHN3iZLgcdHCQN2Bpy4LkX11Gge4ZTk+yH+hDvLEhd7uGMIo+4pQIYdldGNQEl0geD8/h8jzaXVTjNeO0/z8R1D72HF/f340JHL75acQBcKgpx+2Pg4uyJRsFegsqP3wfRUZoZE13lTDmrYkqpCp5o3YXf71uPl7vY+rwRWcLfWrbg5kWnFWl1hJBCCoXZ10STyQSzKX0iK9G6g2k81s6XI8mZcNXyiqMe9/xz1+LKnoPYEd+VGTNoBqiaCA3AbZcuQql9YifMfvjCfvzftk58/bxGnFzjRlc4iXBSRkOJFSZxdl5VSEgu72BDyiH+QGDkiYQUQUED3Z/5zGfwt7/9DbquY+3atVi9ejXuvvvuzH632w2n04mXX34ZV111FV577TXKYiaEzBqZbG4AXCKIAyENtSob6OZdlcgW8R6/tcvnAdvS2clB3olDQjUa1GwJgcTBDXCuvnZyC58EjuPAm2xM9kkoKaMvmsLGdrYZkM9uxAVNJbCbRAgTqEVoEPMD3Uiyx1ZVFZqm55UuMZTUoWLludjF2WDTY5lxbd+LOOX8y3HhwjI8syd7m60dYWzuCOKcxlJ0haVZF+jes2cvbltyBJWp1mM+1pVODs/2Lj76RFJUXCrGbEcFx5RkgxkcpVB6eKQ/0qdJbTtgWHZBwe+LFJ/DLOKpT67Bf/3pH/h3bi+EVATitv8Dlwgy8wSnD5Ufvw8GTzbLkRNECI7il9k7HPHj/v0b8Mfmd9GTiIw673d71+NTC9dQFiUhc0BuRrdrWC+cVNceDM/bPjhYtuTqcQS6AaB65ULgnWygu95oxWdONePBd4/gkuqVE1rnL/76L/xkowad4/Hpx3ZgXuIIVsR2w6jL4MDBKHAQhfGfLPz0pz6BM047dUJrIGQ6eDxsRrffT4FuMnMULND99NNP469//SusViv+8pe/4MILLwQAJtDd0NCAzZs349JLL8WuXbtw33334fOf/3yhlkAIIVMqU59blQEpigMhDRdqbKBbsVeBFyb+ofrs5Y3gsR8a0rfdKi5mAt3J1m3QUknwxsKWLhgLb84GoSUlfQnmjq4wWgbizLyzGrxwmA1wTrAGIcdxUES2jAgvsUGLlJz+m+c2ozT7GmC12XBYbMAyOVvP3Nj2FkyigM+fOY8JdEuqhmf39uGEahc4Ll1vfDY1CArveR0nFyDIDQAcdCzjWgpyLDJ1RIVtuhUXHKPMPDY1DgM6eR/qhj2Xpbr2AhTonpM+9vrf8M/WXdAMKfxB0wDRDJz8YXYSx4E3WIBd7+SNg/u/6VvsKCKylGksN5qLqhbiM4uoKRYhc0UoxCZCuJzZQLfeu5/Zd1CoxYJSGxb7xleqriXCXs1SLljR4BBwgy+GW7/yDTz4h3tQVlY6yq2zVE3Hr3cp0Lns++HDlnq0C6WoO/wyPP5mTPSdZ+7vTchMUeKh0iVk5irYtYe///3vwXEcbrvttkyQeyQ+nw///d//DV3X8dhjjxXq7gkhZEoNNWIEAAxmvh0IplCt9jDzUvYqGMWJlxcwGw3wCtlGl9sMi5j9ybZt0FPx3JtNKWFYoDs8mM3+6kH2w4BZ5HHZ4nSJg4nU5x4iG2zsfcpsoFtKpe83N9Btq0jXS2wzNzHjlr4dkCMDOKHahROrnMy+99qC2NUdga4DcVmd8FqLyR4+cPRJE2BT82tdkpnFqLL/35MG5ygzj02jx4w2gc16S/U0jzKbzHYJVUZYTiKqa4hyHKKiEVHRxH4JRoQ1FWFVZr+UFMJysuhfowW5S0xWfG35uWi+7pt44ZL/wLXzVlA2NyFzRG7pkqFGlJqmQfAfZPYdEOpw9fLxN81tyWmEXi6kGz/X1dehu6cHf3r4L+M6zkAsBY7Lf35SjDa0LLwSBxZdhZRx9vWJIWQkHipdQmawgmV07969GwBw/fXXH3Xu6aenMyz2DXZoJYSQmW6oESOAzCXegYE+GMHW45btlTBhcmUxKs0a+gerFWwR2e7uaqgbqd6DsNi9kzr2hHE8OFM2CB1KKggnZezqYQPRyyocmF9ihVHkYTFMvO5gbka3ILNZrLIsA5oKMdHPjFsqGgEAftdS6LGnwGnpfwdOUxB87x9wnvkJfGR1DbY8uZv5HV49OICl5Q7EUyrsE8xAL5ZIJIpytYsZkxy1kFwNAC9A59Jf6Z/T5685XQN0DdB1cNBgiPXA2rc9c3uzEoaqqhAEqhU5U5lVtnSJYpyaQPdinw2tQgWQPc+GRM8h6KoCTpgd/0fI8e3s8gZ8ZtHpuLZ+BcyTONFMCJn5gsGRM7qjIT8MMfbqygNiHb4xzrIlANASzc/oBgCn04UrL78Mt97yn+M6js9hwtfnhfHfz2xDR91Z0AT280DI04idzlpUt74JX882poEmIbNNXukSCnSTGaRgn2AikXTww2azHWVmurkYACjKxBu2EUJIMQxlNEOVgVQMiqZDD3UycxTBDNXkgU3QRjjC0TV5zdgxGNs6KNQizlth1bJZnfED62GZf8qkjj1RwwNcuq4jklSwoyuCnojEzDupOt0gb6JlS4YoBjbQbZDZ4F4qJUNMDqQDt8MYS+oBAA6vDzF5Jew9mzP7ItueQdn5N+O8phLUuMxoDyUz+95tDeL8pigaS4/+WjVT7N2/H+Uy+1gzrP08ll1z67iP0bzub8DfPpbZNqeCCIZCKPFO04kTMiGapsGisRndqtk9Jfd1Ql0p3ubLmbFQbxu0ZASCzTPKrchspSXmxtUcLqMZH21cjU8vOg3LPOMPaBFCZqfcjO6hGt3hQ9uZgLEGDlFnA06rH9/rl67r+RndoiXz80c/ciMMhvGfQDtv7ZmoqixHW1jBb/ep2B1hEwo0wYi2hvORWHA2VlnjKBNlmPj8gPfp9R5UusxYsWzpuO+bkOlU4mX/jwWDQWiaBn6GNKwmx7eCBbrr6uqwf/9+vP322zjvvPPGnLt9ezqrrLq6ulB3TwghUyo0VJ97MJu7LaqhQmEzSFK2KoDjYLdPLoi6uqEcj7elS6HoHI/dxkVYndyS2Z849B50XZ/2S7GjkgpN1/HKgZysapHDGfPSgdLJlC0BANXA1h0WczK6JVmGIcaWLZF1AYIjXSux3FcGv3ICE+iW9r8ONRGFy2zEtSsq8Os3D2f2tYeS2NwRwrmNJZNabzEc3LoeK1NsloR32VoYJ/DBy1u7EMOPICox9Hd3UqB7horF4rBq7Ekfzjo1Qed5lWUImiuBYXF1NdhBge45KNm+E59a9wtcm0ow45yrCr4rvsmUqxpOsHkgunzTscRxMfIilrrLYaHsbUKOG3nNKJ3p0iWx1u3MeDtfjouXzxt3c/QBKY6IzCZxDGV0A8BAIIR5tVW5NxuVYDDDaHWh0QrcWarija4U7t+TQCjFBrP7FQPWhdO/Q7mFw3yngPkOAfOdAhocAkqtIgwCD16cXc3TyfEjN6NbVTWEIxG4Xa4irYiQrIIFui+//HLs27cP3/zmN/Hss8/CO8qHZ13Xcdttt4HjOFx00UWFuntCCJkyQ40YAYBLpMOFzSENtSob6FYdlQAAt3NyL/BnL5sHvJ6t+b2BX4zVyAa6pSNboctJcEbLCLeeOqGkDE3XsbGdvWx0vtuAOo8FHIcJZXQHpDje62+DpCrYYBLQVtKY2adzHFoOb0eJ2YY1ZfXpjO4EG+gOc/ZMsL/cV4bO4BLUDduvx/2I73sNzgUX4boVlfjTe+3Z+uoA1h8OoPdkCUuLcNJgMuIH32W2VYMdJU0nTugY9op5yL2gMNB+AFi6/BhXR6ZCKByGXWNP+hidR2+ENRketwuyrQIYduW2OdEHJeKHoaRu9BuSWUewetDIAXXhbCkkraQRFf92J2zOUU56cRzMNSvAUVCZEFJEeYHuwYzuUOtODL828KBYh6tXTKBsSU42t8jxKOGzjd/7/cEJrTMly1C7dkO2lEIzOXF6KYcVp1nwyIEUXuoc+Wr2noSOnoSC9T3p/TyAahuHJqeAD/H9+FRF2YTWQMh08LjzP+/6/QEKdJMZoWCB7i996Uv4y1/+gj179uCkk07CV77yFZxxxhmZ/YFAANu3b8fdd9+Nd955By6XC1/+8pcLdfeEEDJlQonBN6ZKChhsCHkgpGFJTqA7ZU9nfHhzmnOM18pq9sz4FnExsy1174USHYDRWzOp409WOKmguS/GlAABgOUlZrjMBthNIvhxZs5s7m/H+c//HqHUsGOtuJqd9MrDAIA1ZXX4Zf2FeRndMSH7BqqivBxbd1shOWpgirRnxqNbn0bJ8kthM4m4YEEJ/rkzewJhb18U+3qiOLXWA9ssqNNtD7NNlhLeRTCZTBM6hsVVCk0wg1ezf/dIz+FCLI9MgXBgABad/f9mdk3NB12e5wEbe2wOOuS+FphrllGAcw4xeKtR/82XceTOcyD3H4FWugC45hejB7kBCPYSegwQQoputGaUgba9TKD7iKEWNy0Y/4nh3EB3rdUFgcuWXojFE0gkJVjM43zfpWuofOe/YYj1ILDgavgXXQ+7yYXPLjFhbYWI3++V0Bkfuza3BqAtpqMtpmB+ewSfGvdvQ8j0MRqNcDjsiESyiRmBQBBoKN6aCBlSsAI6Ho8HTz75JObNm4eBgQF8+9vfxnnnnZfJlquvr8eVV16Jl19+GSUlJXj00UdRWVlZqLsnhJApEx7KBk4GM2PNQRW1GhvolgcD3aUlk7vc32UxwMFnsz22i4ugY1gAWVWQyMnunWqyqiEhq3h+fx8zbuSBU2vTl7m7zOMLgiiaik+8+Sgb5B7Dhr5W/L5tIwxxNtCdNGb/vuXlPkTCYcQq1zBzYvtegyDHYDEI+OAJ1TAI2b+jrgP/2NGNuKyOax3FFIlE4VPY+tx65coJH0cURchm9nGZ8rePMpsUW6Q3/9/G7pm60hFOswkBji1bIQfS5UvI3GIsrUf9N16GsOx9SF31Szhd7tEncxxEF9W/JoQU32jNKE0BNhnAWLl4Qs3RWyJsI8omVykMYjYJQhQERKKx3JuNbt8LMIcOQVDiKN3zVzQ+dSPKtj8AQQphmUfAz0+14CNNBix08jCMIxKzqmL29JQhxx+PmxpSkpmpoKlsS5cuxTvvvIM//vGPeOyxx7Bjxw7IcrquLcdxWLhwId7//vfjs5/9LMrK6BIcQsjMN9SIEQC4wfrcALAvqOaVLpFtlUgmk7BarZisWhuP3YOxpRhvRa+lHuWJw5n97dteQ7fnJADp4GVleQmslqkrZRJKpJ/D1x9mPwg0uI2oc6cv7XSZx/dS8sD+Ddge6Dr6xGH+0rsTl8lhDH8bJVuymTq+slJEo1FEl54G7/6/Z8ZTnbshde2F07sC80usWF3jwvojwcz+1w/50RuRUGafWGb0dNu7dzdKJDbQ7Vx81qSOJZu8MMWGlSwI944xmxRTbKATudWSnd6pC3RXGFW0CxXwKNnAdsrfDjUZgWCnOu5zjdE3H6brf4FYb9eYJyoFmwe8YWY/RxJC5j5d1/Mzul1OBINBlMo9zPji5RNr2p6b0T3fUYIFvlrwvIBSrxtup33czfV0TYPhnd9BHjYmKAmU7PkbvPv/Dqn2dEjzzsZNViuu8qWQKtHRlrLgoGTDQcmKg5INrSkLtGFJLucuosRAMnN5PW60trVltv1+CnSTmaHg12xbrVZ84QtfwBe+8AUoioJAIABN0+B2uyd8qTUhhBRbRFKg6TpTtqQ7piIRi8KlszV0U/YqSNL4spVHs7TSid2RKGCKAXY/fl1yFuYlsgGuVKALoS0vAgDMnIAzbNX44Hnnjv+SygkKSwr6IhIODMSZ8WWlJrjMBhhFHuZxZM4EpDi+s/k5ZsxhMMGm8RBjPeB0DYAOTgc6rF6oSF/WqegaflFSjQeOIPO2X7Vn/x6iKAK6hnjpCqiiFYKSXWd0+7NwXrwKPRyH61ZUMoFuSdHw8KZ2/OSKmd3N/sjGl7FUY5sklSw7Z1LHys3oFhL9o8wkxZbIOSEU5mzwOacuq6vSrKGNr8AKNGfG/D1t8FBG95xmFnkYxdGfv0UXBVgIIcWXSCQzyXNDXE4nXn7rdSxGtgyIBg4XrZ1YMsBIge7FTZOrvaBJUVhqV0Du3JW+fHAYTk3BfPg1mFrfgla1Cs7q1QjBCIsmYx6n4QIzADOQ0nkcVpyIL3wf+jgPlldTU2gyc3m9uRndweIshJAcU1qcVBTFUTO3+/v78YMf/AD33HPPVC6BEEKOSXgwmxuJ7Bnq32xPoianbIkOHrKtHMoxvsCvaarEY13rgdrdAK/jnygHUM5Oiu7L/PhotBmVLRV439JVx3S/I9F1HeGkgmf29TLv10Wew1l16UtGx5vN/cOtL2JAYoPlT1zwCejNvXA/9mGYQ4cy47+/5if4TSCbbfyOsxwvlTbhov4D6QFnFXMco8EACAbEKk6Gs/2NzHh8z2vwXPA58JwBp9Z5sKjMhn192ctPH93aiR9fvmRGN6SUjmxitlP2Knir6id1LNVSwmwbhpXiITNLMsSehAhyDvgcU3flhsfEY4+hAkhlx6J97dBlCbqSAicap+y+SfE4x3j+Fmwe8EbzqPsJIWS6hMKhvDGXy4Xd2zdheDebPkM5lpeU5M0dS0uUvWJxvmPyVzEJFidqPvtXSFd9Fz3/72uIbnsGQE7AW1MgtG8C37kNZaVNKHXVIGathB92RFMqjJyGhYYgli+xYenKwr+3J6SQPDl9qQJByugmM0PBanR/7nOfg66P3VgBAFRVxb333osTTzwRDz/8cKHunhBCpkQop2xJa0TDC+0jlS3xAbwIXdOO7Q4dsUyQezyiuoz/2PpP+HOCyIUQS6lQNR2vHWSzXZpKrFhQki7P4hxHfe7dwW7cs+ctZuza+hU4r7IJZpMRmtHJ7Puy2YgqKzv2k6bzkODTQRnBwzbjtNvTAcBY5WnMeOLgO1CCnXCYRViNAi5cyJ54PRJIoGVgAnUXi8ARyW1EuTidxT4Jek7DQZMcnOyyyBRLRtkPCiHegXLn1AUdLWYTElY2e1cNdaS/U1b3nMSBG/35m+MguimbmxAyM4RCbNkSQeBhtlgQa9/DjCdcE8vEljUVbbEgMzbfPrFA+UhMVUtQ9ak/oeozf4Gl8TQA+QkVnKaA790LofklOLc9gvrdf8bi3nWojeyGVeoHNCX/wITMMF5PTkY3lS4hM0TBAt0PP/wwPv7xj0NRRn9SfuWVV7BmzRp861vfQjAYhM83dfUmCSHkWIWTMpKyCigSICcAAL/anoAGDrUqW1pgqBHlseQGbx3owI/2/WPcQe4h7VIEH3z1f6Aea5A9RzipICop2NXNlmhZU++BySCA4wCnaeygq67ruHXDk1D17NpMgoi7TrkCAGAxm6Ea2WrE1ngAPz/lSmasy+zEffXphpOmklpmn9vlAgBEq05lmnfqcgLRLf+CQ0jf9/lNJTAJ7MveS/tnbvmOSCQKX4qtz42qyWf3CDlN5cxyeJSZpNjUOPtvE+QcKLFNXfk3q8UC1cEGNq3RTui6Di1Bge65yGbkYRBG/hhgcFeBN07dFQSEEDIRuYFulzPdd6UmdYQZ99QsmdBxW6OBdHnCYRqOIaM7l6liISo+cg8qP/UnmBtOAca4gpCTExAHDsLV/ibmt/wDuPciHPnZpQi+8eeCrYeQQqPSJWSmKlig2+fz4fHHH8cHPvABSBJbT/TIkSP4wAc+gKuuugr79u2DKIq45ZZbsGXLlkLd/azS29uL3bt3M1+SJEFV1WIvjRAyTFd48LlsMJt7X1DFq53poGmtyja/kW3pIJEoTu5p9WC4H5e++AAiCvv8ibgDq3o7cE7/wczXyUE/ygW24eULnfvx7c3PTuq+RxNOyljX3A912IcAngMuX5I+SWk3iuD5sUP7T7fvwQud+5mxryw7B/Md6YwZiyU/0J0K9+GGhhNwTvl8ZvxPtauxy1QGm7uUGfeVlSEej0M1exEvP4nZF9n8BOxa+gNSrduCeV42ePPygZkb6N67YxMcKbZhpHf55OpzA4DJW81uy0F63ZmpZPbkUph3jKsW/mQ57DaIbvbxYdSS0GIBaNLMvuqBTI7DNHI2N2+yQXCVj7iPEEKKIRhiS5e4XE78fXsXGpVWZtzbsGJCx22JsGVL3EYLPKbJN5QfTrB5MmW/zDXLUfmx36Hio7+Duf6kMQPeGakYYjueR/LI8RkvIbOD1+1mtgMByugmM0PBAt0vvPACamtr8cILL+Dqq69GNBpFIpHAj370I6xevRrPPPMMdF3HxRdfjA0bNuCOO+6Aw+E4+oHnoPvvvx+nnnoq83Xo0CH4/f6j35gQMi2iUjqbGQC4wfrcv96WbTRZq7EZ3Sl7OtBtNBy9lEeu7ngYF79wP3pyMydDpUDLibhiTx9+u/Ofma+7dz2L2zxr4ObZurk/2fEKHm3ZOuH7H4mq6YilVLzUzAaCm0psmF+SbopnP0p97pSq4NYNTzJjlRYnvrXy/My2zWqFamJfC6RQPziOw09XXQZhWJBd5kX8tOlc2Kzsh5CKch8ikXQwO9RwCbMveWgj9O69MIk8eI7DSdUuZv8bh/zjKrtVDB0bXwQ3vMkSb0DpkjMmfTxHJXviwKDEEBzoHWU2KSZRZoPLcdE5yszCcLtdcLtLIee0bkkF2qEr0rGXZCIzzognKXkehrKGGd23gBBy/MnN6HY6nXh2+yHUaGzSia1+ooHu3EaUhcvm5gQRxvImcHz2JLWlYTUqPvY7+D74CwhLLoHmWwzdZB/zONZFawu2JkIKzUOlS8gMVbBmlI2NjXjxxRdx5ZVX4q233sJFF12EQCCAzs70pa9NTU348Y9/jEsuueToB5vjbr75ZlxzzTXM2A033ACjkZo9jebPf30MyjgyD00GA9aeeSrqa2uOOpeQsXRHBjOr5SQgJ7G1X8E7vdlgT16N7sHSJRbLxOrohlIJvO/FB/LebCPmAtqXAOAQWXolsGtdZleJ3INSDfia6yR8P7AByrBg6CfefBSL3T6s8rINGydK1XQkFRWb2tksmnMas7ULj1a25Ne738SBCBso/8nqy2E3ZEswWK1mKCL7Jl+Jpm/TZPXgukQc/2u1ZfZtLKvDe/IAhlfjLi/3YeO23Sgvr0Ck+kyoBhuETKBQR2TT43BcsgoSRFy4sBR/25otB9IVltAyEENj6dgfNIpBadvMbEvuRtidbvRHpVFukTZa2F4obUBuuHLgyD6U+KgW70xjVNlAd1Kc2sSAUq8H1fZudPA+zNOy/z8GuttQU7sSupwEV6AsNzJzGTzV4A1TVyKHEEImIxRmA90phw+i/yD4Ye94dHBwNZwwoePmB7qPvT73cLzRAkNZA1I9BzJjHC/AtvAsWOpPQuzwJoT7OpGIBKAH28GH2sGFOjIJNgBgXXR2QddESCHlli6JJxJIJpMwm6mZNSmuggW6AaCqqgovvvgirr766kxZEqfTia9//ev4z//8Txgmkek4F/l8vrz65CaTCTxfsAT7uYcX4HWP7yz7ujc24MbrymAy0Yc1MjkJWUUoIac3kkHouo5fbc8GF+1aDBUaG8BNDZYusVvHHwxKKjKuWvcnbPWzdZirjaXo2L0I0NPPCX8P1eE/OAGcnj7Zw0GHxb8Xi8tPxCcdy/CHyM7s2lUZV6/7EzZe+SWUmG04Fu8cDiClZkOjHICrlqUvaTeK/JilFHoSEfxo24vM2JqyOtzYeCIzZjFbkOTYN0NqNH11iyTLuLnvMF6uqEf/sIyXn7a9i08pF8Aipl9TKsp9CEfS2fC6aEak9ly4W57OzI9sfgLe829FP0qwstIJu1FANJU9cfbcvj58bgYGup3RQ8x2omQxgpKG9mBiUsdTeBdsggm8mn0sBzoOAqeceyzLJFPArLLNZVNG1ygzC8NXVgqvUUeHWIF5w+rCd3e2ogaAJifAU6B7TuMtTohO6p1DCJl5QjmlSw4JFWhUdjNjsq0CdtfEMrJbouzV1PPthcvoHiJYXTB4ayD725lx3mSFY9HZMJUcRrJtO5KeEsRSyyCrOpCKobRmAYxKjJ6XyYxWUuLFxReeD6/HA6/HnQ5801VhZAYoeGTV6/Xi6aefxllnnQUAWLx4MW666SYKcpNp43Z78Mb694q9DDKLdYezgUAuHsDb3Sq2D2QDvl+LPZiXRTKU0e10ji/zUtU0fOi1v+C17hZmfL6jBP/v7I8BWvY8ZEdSRMLTxMyzDKTf4F9srcP5RjZ7+3A0gBte/R8o2rHVX35uXx+z3VRqQ4UzHZR2W8Y+T/rtTc8iIrOZx79acxV4jn3ZMZmMSIANdGvxdCZLKiXDFevG1w6+xuxvT4bx4x0vZ7Y9bjfisWwGbG75EiXQDv7Qm+Cgg+M4rKpiy0Csa555dbrD4QhKpZwPRTUnIRBPTfqYgsEAxcx+iIv3Hp708cjU0HUdFo3N6NZMU1u6xGw2IZVMImBis/tj/enHoJ6a3MkVMjtwvABjaX2xl0EIISMK5pQuOaC50aSy9blV7/wJl12a6ozuIaKrHIJ95GMbS+fBvuwi2EuqUWI1odRmhMXmhGX5xSi7+ntTsh5CCsVus+GOH34XX/nS5/GJj30YV115OcyUbEhmgIJmdA9xOBz45z//iY9+9KN49tlncfnll+OJJ57Iq+FDyFQ53NZR7CWQWUpSVAQSg8HEZAianMQ9O7K1udem3sP1EpupHKs8FZoxnRHscY+dedkeC2JdZzP+dmgrnu/Yx+wrtzjwwsU3Y76jBPM8FhwOZINLzdalWOXPzrf078r8fLNzORKcAev7st3n13U14xsbn8bPT33/OH9zVkrR8PZhts7aRQuyTSA9ltFLLW3ub8eDzezJpo82now1ZfmBFEEQkEDOG6JEOnMnJcswxHtxebQT/1e1EhvdtZkpP9nxCj7aeDIanaXgeR7DP9okSpYiZa+CMZrNTI1teQK2+gsR5Ww4u8GLt4b9bm+0pOt0z6S6tPs3vgqryjYk3O08GT998D10R5IAOHBIJ01wSP/AA8DQNgB+8PfhOIDj0vN/pXiwHNn68nKQrTVPii+ZTMKqsRndsBY+yyyXlJKQtFYAw1oFcKH0a6mWio9yKzIXiCW1maZphBAy0wzP6E4Z7ehWTGhS25g5nG/hhI+b24xyqgLdAGAorYeuSNCS0bx9vNEC64IzIA+0Itm2HS4+BatxSsI0hBByXJjUM+jy5cvHNU9RFOi6jq1bt2LVqlVwOtmMJI7jsGPHjsksgRxnFuz4NYRYL8Dx0DkeAJf+zqW/azoHg8kM1eyFf9H1sNtLEI8nYbVSfSgyMT0RCUO9CblID15sV7A/lB5waWH8KHIPM18Vreg5+ZbMdklOrbJQKoHXulvwYud+vNTZjL2hkZv/OQ1mPHfRp9DoTAeTL17kw33vZAPXr+mLsWrYfMvAbkDXAI6HURDx/868Eac9ew+6Etmsl7t3vY4TS6rx4caTx/377w/14QvvPI6+WArxKvZS0fX8EWzezEPgORiQzhYfqbfA3lAv9GEZ7zbRiDtXXzbqfeYGujkpDF3TkEqlIMb7wAH4dvPLuH71R6AOZoRLqoIvvfsE/nXhJwEAJuOwq4Y4DsH6i+Hb9efMUHTH83Bc0ouotQGnzWP/jfpjKezqjmB55dRmzU5E95YXMbx1ZMrowuff0SDl1G6eqHbdA+YVPErNKGeaYCgMm8Z+EDZM4YfvIaqiQHNWAcN6e9ni6RMhlNE9dwlWN8RRMg0JIWQmGN6MMuhpBAA0KmxGt7Fy6YSOGZDiCOa8thWyGWUujuNg9DVC6toLXR6514qhpA6Cw4dk69YpWwchhBwPJhXoPnLkyNEnDaPrOgKBAAIBNjtwJmXPkZmtXOlEKrB/XHOdrS+jbe2deOsdGy46nzpVk/GTVQ0DsaHa3GEoyRh+tzP7ZvS70d+jTGefx3pP/CxkWwWA9Mm9oYzudZ3N+P6W5/FOXytUPbcFIMskiHjywk/ghJLqzNgVS9lA95OJJtwy7DZCKgJjpB0pZx0AoMRgwT/O/xjOefa3SA0rWXLzW/+Hpa5ynFQ6vgatYTmJFzoH/6/lVGHZEppcJ+1vr7oAVdbRM92TXE6gGzq0RAipYA9MWvrfY2GsHx/s2IL/qckG7Z9q24M3ultwdsV82O0W9veYfwl8ux7CUGtGPRUHv+dp4MTPotppRpnNiL5YtgzIuub+GRXo1ju3M9uHLQshqaO1mRy/Pp79ECck/KPMJMUS7u+ECLbskNlVNvV3rOswutkySF5lAKqchAAzdEUGJ1IZurmEE0QYqGQJIWSGG96MMuBpglmXUKP1MHOsteNLxBuSm83Ncxzq7FN79TkniDD6GpHq2gd9lPKCvNEMa9NpEF0VU7oWQgiZyyYV6H7mmWcKvQ5CxnaUQOFwQiqCule/it3LboV8QiN4sx282Q6OH71xHiEA0BuVoA2mc3ORHjx1REZrNL19qfQG3pd6k5kfdi1AqOF9mW0pmYQgCDgUGcCVLz2IhCof9T4dBhMeOfuDOKeikRm/YEEpTCIPSUk/9rv4MsTNpbAms/WkLf27MoHuRFLCab56/Pb0a/Gpt/4vMyepKrjh1f/Bnmu/BrEI/wca7F7cunTsE05JPf/KCzXqh+JvY3K9P3toA/6v7ARIpuzv8cOtL+KlSz8Nj4sNpCtWHwz1J0M+sjF7P9uegrjsQ1DMXqypd+Op3dls5pf29+GLa+djpnDlNKJ8U19UkOPmBrqN0uROXpCpE+3tgCVnzO6e+mZUPM/B6a3KG+/tbEVl/UJocgICBbrnEA6GknpwAl0eTwiZ2YYyuhXBhKizBovVw3m9chzzVk7omLn1uetsbhim4X0yb7TAUNaAVM+BMefR51ZCCJm8Sb27Pfvsswu9DkLGNNpZ79HwShJLd/wMvW+44F15YXrMaIGhpA682T4VSySznKrp6IsOZvhKUUiJKH4/mM1dqvnx3ejvmfm6aEZb/bUQhl2ZkpLTt79r56tjBrndRgvOr2zChVULcE3dclRY8zOJrUYRa+rceL0lm3HSbF6MVclssN3Svwuh+elAezgSQanXjU8uXIPNAx347d63AQCVFiceXvuBogS5DbyAP5xxPcxHCY7JEKDxBvBa9m+mxvzQAjnNGHUjVrbLeK8x+7us62rGG90tKPeVIZlMwmzOBs3F5Veyge6Wd2HzNyNUtQZr6jxMoPu1Fj8UVYMoFLxH84SF/QPwSJ3M2NtYwGx/76IFqHSaoel6ptTO0M860o9nVdeh6To0DeiLSfjF64fQmxvoTrHlaUjxxQbYQLcMES731Pc4MRoMcDhsGOBcKNGzj4uW1nSgW08lAMvMueqBHBvB7gVvshV7GYQQMiZZlhGLp/tEhNwN0HkBjSm2bIlsq4DDUzrSzUc1XY0oRyJYXTD6GqGEuqBJ1AODEEIKrShpHJqm4cYbb0RdXR1+8pOfFOy4uq7jgQcewMMPP4zm5mYYDAasWLECn//853HZZaPXhyUzX9k1P4KWCKUD3roGaCr0nO+Brc9BaXk7cxtekxF8/L9ghAz7yvdBSyUgde+HobSe6lGSPH1RCaqWzeb+y94k+pIAdB0/itwDtx5h5msLL4Bk9sI6bExVVfQkInmNGI28gDN983BR9UJcWLkAJ5XUQOCPHlA9r6mUCXS/qi/GKgwLdA/szvwcjmRr+v7i1PdjR6ALiqbhsfM/OmbZkFw1VhfOtpyCN1qyHwC8ViM+ujpd+sRnN8Ek8ohG0/dnt4984sjICzi/qglL3Ue/9FKHDs3oAJ/M/q5qzA89xDaVDcGGVREj2i1Ophb5D7e+iB/6VmFn8xEm0K0uuACc8SfQM430dIi7/gn4TsQptW7m2BFJwab2ENbUF79pcvP6p2HRFWZsp5gNdM/zWHDl0vIJlf9SNB33vHUYfTz7+5nl4DGtlRReIsBejh3kHCh1TH2/CYvZBIHn0GOoQMmwEyADPemGXxrV6Z5TKMhNCJkNmPrc3vTVj01qTqDbPY/t1TIO09mIciSCzQ3B5oYmxaCE+6DGA4A2/iuYCSGEjK7ggW5N09Db2wtZHj2bcePGjXjqqadgsVgKFujWdR033ngjnnzySWb89ddfx+uvv47vfOc7+OY3vznu433ve9/D3XffPeac6667Dg899NCk1ksmxn3mh486p/Tyb+CNb61Fae+GzBina+j7x/egSTE4T7ke0HXIfYehyxIMnvxLtMnxSdN09EQHa3GnYtje3o/798oAOFwnvYhz5I3s/LKFsNYsQypoZALd0HX8ctcbkNRskNLACzhw3bdQa3dPeF0XLijFD1/I1qZfj8X44rD9pvAR8KkINKMD0Vg2I8QoiPjnBZ+ATTTCNMHL0sstDhxu9gLB7G92/YI6fLi+HmaDgGUV6cLdvb3pbGifrwAlFXQdqtEJcXigOzoAhNis5oBmhdtqxzdXnocvbngiM76uqxmfKl+OSDiMsrJsLeOk4IBz+UWIbs7OTe14GlhzC0qdlWjwWnDInw3evXygf0YEuvu3v4LaYduHhBpE+OwJhSuWloPnRw9y6yOU8hZ5DvO9VvR1sRndBiUGRUpANOUWyyDFkgr3MdtB3oGyaQh0221WJBQgZK4EUvsy45I/fcJJlynQTQghZHoFA+n3hhonIORuAACslnexk0oXTLj3V0s0N6N76hpRjoU32WAss0FXa6BGB6BE+kZtVkkIIWR8Chrovu+++3D77bcjGAyOa/7ixYsLdt/33nsvnnzySZhMJvz0pz/Fv/3bvyGRSOA3v/kNfvnLX+KOO+7AmWeeOe6yK83NzQVbG5kenGhE/1nfgbjlXrgPPTdsj46Bp38MNRmB5+xPAACUYBd0RYKhdB41RSUYiKegDDb66+lsxTfWS0hpHKrVbnwj9kdmrm60QVt4IWxGASrPZo9InJopGTLko40nTyrIDQCLfXYmGLtXbIDCGyFq2SaKloHdiFWuQSLOBqG8JiYEP26b2kNoCyaZsfOb0peDltqMkzrm0XAcoJrYzpdq1A8u2s2MDchm2O023LzwNPx4+ytMVvd9ndtwdoT9GwTjMqpPvIoJdCv+NliOvInEsutwSq2bCXSva+7Hty5gS4QUA9e9k9neKmbrc/Mc8M0LmlDtOnpgWh9WykTXdZxa58ETPfkf5AJtzShrmlhtSzJ1UjmXU4c4OxZNQ6Db5XQi4Q9DslYC2f9aMEQ6kVQUmPkkdF2n10xCCCHTQgn3onPvJgBAxFkLTTBilbwXJyp7mXlC3UkTPnZeRneRr/blBBGiqxyiqxxqPAROmJr33IQQcjwoWDHSF198EV/5ylcQCAQGP1yP/XX22WfjwQcfLMh9S5KUyb6+44478MlPfhJOpxPl5eW4/fbb8eEPfxi6ruOuu+4a9zEPHEg3iHj++ecRjUZH/KJs7unXF5XQEUqM+rVwxYnoPPlW+Bdel3fb4Lp7MfDc3dAH0x3VqB+p7v3QVSVvLjl+6LqO7kg6cyIQCuLbr/WgV+LA6Rpuj/waNp0NnqoLL4LVagMHDrpgYva9wQ0gLGeDxBw4fG3FuZNem8Ms4sx52cCkzBnQbGxi5lj60+VLkqkUCuHv27uY7RqXGY0lVnAc4LVOTSM6nuehGtlAtxwdgBhjSzj0pQyw22ywiAZ8Y8V5zL5XeltwQI8yY5FYHNZFayF6qplxcc9T4MIdODWnfMlbh/xIyhPrBzAVXLHDzPZ2cWHm5/ObSscV5AYAjuPA8xwEnoMo8Dih2okwZ0MS7Icnf/v+UY5AikEZdgIHAIK8E6X2qQ90ezzpEke6s5IZdyW7EZNUQNMoy4wQQsi00TUVHQPp18ShsiWfSPyDmSNbfTAvf1/ebceiaCqORNlm3A1FyugeiWB1gTdO/es+IYTMVQULdN9///0AgLPOOgv79++H3+/HzTffDI7j8MwzzyASieDIkSP40pe+BAA48cQT0dTUNMYRx++tt95Cb28vvF4vbrrpprz9t956KwDgtddeG1e2uaZpOHToEABgyZIlBVkjKQx/XEZ3WBr1SzLY0D/gR+8Jn0Xf8o/l3T78zl/R/sgXMoEELRmF1LUXGn14P24FEjJSioZgQsZvXtmDrYF0o8OPJP+FUxU2s1arWA69ZD5sRhEczzM1TiVdxQsqGyS+bt4KLHJNvrSHSRRwXhObYfI2x14JM1SnW06NXi5qIq5aXoHPnTkP5Y50EP+CBaXgOA4uswGGKWrUKPA8VCPb5E4O98MQ72XGehIC7Pb03/w/Fp2GCgsbHH/bw56USEop9EoisPQKZlzZuw6yvwMnlfEYXgEkqWhYf4T94DPdgl2H4ZD7mbHthmyg+6ZT6yZ97JWVToDj8up0hzsPTvqYpPB0iT1hE+Qc8FinPrPLV5q+csOUU9arXO6GP5F+fqHyJYQQQqaLJKvoDUagAwh6GlGvduCC1AZmjn/htXC53BM6bnssBFVn62FPd41uQgghU6dgUYvNmzeD4zjcfvvtqKyshMFgwGc+8xnouo63305fyu/1enHbbbfhiiuuwG9+8xu88cYbBbnv119/HQCwdu1aGI35HwYXLVqEuro6qKqaWctY2trakEwmUVFRAa935pzdJeMjWqwAx2Fg2UfRc+J/5u1XWt5B62+uR9u21xFLKdDkJFJde6EloyMcjcx1/riMYELG395rwVOH08GcZXIzbo2xV2zoJifUxnNgMQgQRCMsTWdCNGYzul9JtCOks8Hmb644/5jXd/b8ElgNQmZ7i8gGus0DewBNhawWJhP5tHoP7rl2BXZ+5Rzce81yXLsind1ZMkVlSwDAIAp5Gd0pfzvEJBt07k5wcAw2v7SIhry/72GLgr2p7KWoOji8t/Mg9nrPhY5hEe1UDOHdb4Lzt2FxGduQ7eVmNsg83Q6+9QSznYARzcI8AIDTJOLqFUdv7jmalZXpkwl9PPu6luhvm/QxSeGJMvtaFBMdEMaoyV4oHo8LKUmC08teAWFBCs0dPdB1nRpSEkIImTbhpIxYLIGYvQKy0Y6PJp4Aj2wjEtVgQ2j+ZXA5R26MPpqWnBJhDoMJJZMs+UcIIWTmKViN7oGB9AvG0qVLM2MLFiyA0WjEzp1sVuQtt9yCp556Cr/97W/HXTN7LEP1tFesWDHqnJUrV6K1tXVctbeHypYsWrQI999/Px5++GHs2bMHRqMRy5Ytw8c+9jF86EMfAs9PTXYjyXfGr99Eiz8ORdWgA8NDVpl6oRwAgedg4s0w6XFYRA5m4XKcV23EjR2/Yt4YcXE/5H9+DZ3NVwJnfgYuhx0uaTfMZgs4gxm8cfC7wQzOaAHHCyBz00BMwnN7e/G/O3qhgYNDi+LnkZ/CCLakjbroYkA0wWGzwbroLAhWN4ymdA1pVdfwRLyFmX9R1UKcXFpzzOsrsRmxpt6NVw6kn2O3GdhAt6AkYAodgmSpHunmk+a0GDKNGQ0CD5e54L2LM0SDAVpuoLtjZ968/pQpk9ENpLO6f7zjZXQnIpmx/40dwPeMpzK3U6w+xMtPgq1nU2bMdfh5tNefjxM8wO5hiePrmvtx28SugC2o4O43MLwwyS6xCSqXfv759xOqYDFM/rnI5zCh3GFCX5jN6FZD3aPcghSDQY0z20nROcrMwuJ5HslkEk5nKSQYYEL2xN1ATydiqXq4KNBNCCFkmugAorE4gp4meLUgrk6+zOwPNl4BzuyAzTqxhtot0Zz63I4S6j9BCCFzSMEiFyaTCfF4HKlUChZL+sWG4zjU1dVh7162YcTy5csBAO+8805B7ru9vR0AUF09eqCnqip9KW5ra+tRjzcUDH/jjTfw2muvZcaTySTWr1+P9evX46mnnsIjjzwCg2FqatYSVn8shZ7IRMuLpAPbG3A+NjhsuDP6Czj0bACB01WIO/+JeOce+M/5AgbKl4Lj4zDwHAwiDwPPwyBwMAo8DEYjzFYnLBWN9EZojtnaEcb/betARAag6/hR9B7UamxtaLVmNXRPHcw2B5xLzwNvskFRVZhM6fp5bye70KuyAaBv5tSQniynKV2neyjQ7efdaBMqUKtmg5Nm/z6Exnj+O1YlNsOUPu6NBjGvdInWx5bTUEQrkroIuy0b6B6q1X3ru09mxral+rE3FcBiIxvMDTVcwgS6bd2bIMb70GRl573bFkQ4KcNpLs5zu9C7m9nebsg2oqypC2PJP37KNOGcqHidhvtty3D63k1wKunnVC7WN+njkcIzqzFmO2WYnkA3AMhyCuB49BvLUZ1qz4zHBjoQSylwUOkSQggh0ygQiSHoORGfTDwDM7L9aHReRGDhtXDa7RN+j5qb0T3fTldwE0LIXFKwQPdQQHvDhg24+OKLM+MLFy7Ec889h3A4DKcz/WFN09I1sWKx2IjHmqhoNH2Zr90++mVLQ/vGc59DGd2apuHjH/84vvjFL6K+vh4dHR144IEH8Otf/xpPPfUUbr/9dvzwhz8c81irV68e1+/Q0tKChoYG9Pb2Hn3ycUg5xoaRr5jW4Drxl/hZ5GdYqbCN16z+feh54gf4e8VN8DWegDUVZoxUipjjgLJyPypq5h3TWqZCXx8Fqibr0Y2HcCSYDvh9KPk0Lk6x5Y1StnIESk+ELgmoXnAC+iMSEJEQjCXBcTbouo5/5GRzn+iuxDLBWbD/zyeVsG/g9wv1TKBbTAyA4/iCPn+kFA3+/nSmdBlvR68UYfYX8jGnKAokIfeSUZ3ZShrTtRNlRWZ+z2u8jbjTZEOvlH1uf6h/O75mWg6O52EaLGeVcK9CuWiFoKRPdnHQ4Wn+JxYt/xREDlAG707VdPxrSwsuamQD4NNB1zS4cxpR7hhsRFlVlsKP9jwJLefvMmEcsKfUiZtXXocHtj0Gh5qCEB+YFa89x8vznEVjM7plY+GeS45GUdKvtWFzJRPoVgba0NrdD06KwyyWgjtOrmg7Xh5zZGagxxuZbjP9Mdff348DARnw2fFB/9PMvlDdBVAspTAahAm/Ru7u62S2KwTLrHgfNBfM9MccmXsK9ZhTVZUSHmeRggW6L7roIuzZswe33norfv3rX2Pt2rUwGAw49dRT8eyzz+JPf/oTvvjFLwIAnnvuOQDp4HghpFLps7sj1eceMpR5HY/HR50zRFVVLFmyBO9///vx3e9+NzPe0NCAO+64Aw6HA7fffjvuvfdefOELX0DpYAMnMrN1CBX4qOtO3BL/H9yUeJzZV6714z86f4bfBG/Efc7LcPk8E95XBdiHJXXqOtDb3YGYbkBdVeWUNeYj0+eZ/X68ciR9omypcgBfiz3I7NcEE0LzLoRuK4N53skwm9PZxJzBhLjRDsQT2JzqQ6vCBoFvaVxT0BfCBo8ZjR4TDgbSAfkB3s3sF6UARFGErusFfwG2GUWYj6FcxniYTEYkUqYx58QM7vR6rGxA3CIY8Ln5p+L7e17JjO0XYvj5Px6CvZc9sfmJMhfOdWVfA0r2/j8IUgjLHZ/C1nD2P/sbh8NFCXSH9r8Lo8ZmzG4XFwLQYag+BE05xiD3MDudlfj0yutw3/a/w5gKFuy45NikUinYNPZxq5td07cAXUNATWJXeROeKzFhu7MS++xliPMm8B1vgesEsHsdJvIsYxONuKxiAb69+By4DeapWjkhhJA5JqnoOCL4cE3yJXh09r22f/G/AwBs1vzXFVlT8a+ufXgv0IncxAkA2OBvZ7brre6CrZkQQkjxFSzQ/aUvfQmPPvooWltbcc011+CRRx7BVVddheuuuw533HEHvv/972Pz5s0wmUx4/PHHwXEcLrvssoLc91CAW5JGL20xtM9kGjuYAgC/+MUvxtz/pS99Cffccw+CwSBeffVVXH/99aPO3bhx41HvD0hnfvM8D5/PN675x5v/uXE14rKK/X1RRKV0xpmuZ9+66IM/pFQVCVlDLKWi/cA+mKx2JFQgqeroj8TRKhnxc+4TeNewAndGfsG8aRKh4db4I7gh+RwejFyLT7RcgIsaHPjAAiPmOYYFtdUo+mUe89weuCwzq3QNPX7G70B/DF98Nl3Kwq7F8PNwfl1ubcn74Go4EVr1iaj32mA1ihCdPoieanRu2goggcdjbImNxS4fPrriDPBc4U6EmBwy1jYFcPC9dNNAP8cGvoRkEIIgoKS0FKJQmKB0StHQo5pR77Gg1D7682YhHnNlpWUIhdvHnBPl0zW8a2tr8+7zq96L8NvDG9EzrFZ354mVWPj8AWbea+FKnOvqYsbch57Fzy378Anz19EqpEtcvdMZn/b/S0qoB4e2P4fhlcp7eC+6+VLA7scRpfB1tLe5qvDpldfhnt3Pzarnjtm01onq6+mGRWdPdhidpWP+zp3xEHYFeqBPMttf1TXsCvRgQ38rXub3wt+fAqqrAFTlzNTSL7q6NqHjJ1IKHm7dhtf8rXj03A9jTVn9pNZZTHP5MUdmHnq8kek2Ux9zu9p70W+pxEcTf2DGo5WnIuWaBwCoqapEqdfN7P/e5udw27aXxn0/q6rqZ+zfYK6ivzeZbsf6mBMEIVOZgsx8BQt0l5WV4ZVXXsH3vvc9vPjii5nxefPm4Qc/+AG+/e1v4x//+EdmvKmpCV/96lcLct9DZUmGSpiMJBJJB0Bsw+q7TpbZbMbq1avx0ksvZcqckKl1RkO6dtryCgckZewnGE0HdOhYz7XDYspm+auqiHKLjADM2NB1Gn5+8A5c2/57nCSzNXGrtD58J/YHfCb+KP4cvRofab4UJ1Y58MEFRpxWLoDTVKh9LTigL4TPaUG1ywyep8tYZpN4SsF1f96IcFIZrMv9G9RpbCBRrVkNbf450KpWwWIUYLNYYCibB8GSLsEUjkSxJ+XHHjnA3O4bK84raJAbAOwmEWfP9+JPg4Hu/IzuEAAglZIhWgqXfc1zHLzW0a+UKRSz2YRObeyTRmHYAaSYZpRDrKIR31hxHr48rFZ3uNaF9tVVEFJqZqwL5fiytRTLLAEsjPXhLP9hcAAqEi34v+St+I79i3jRdAa2dYbRF5VQNkaAv1B0XYc80Ao10o946w4m0L1dXAhwOqx1RzD8WqRqqwt/O+dG8BPM3g/LSdz05v8yzTu3uqrwhaWX4JV4GC7r9NWCJiML9bbljZldo78xf+zwNnzg1b9AnWDwuRiORAM46+l78ZPVl+PWZWvp8k9CCCFjGujrwClCS957dP+if8/87HSw7wslVcEvdr0xoftpdJRMfpGEEEJmnIIFuoF0pt2f/vQnAOkP70NuueUWrFmzBk8//TSCwSCWL1+OG2+8sSBBZwCoqanBpk2b0NHRMeqcrq6uzNxCKClJvyAmk8mCHI+MT4Vz/Jc9l5x/Fp5/9W2Ig2VrBEFAb18v1p7YhOWlJkQXrYQy8C10v/EgyjteBZeTDVeqB/HV+J9xc+IxPJK8Et/uvAI+jwvfPMmEE0qT4ELt6OXrEJEUNJRYYZni8g6kcP6yuQPbu9IN/T6YfAaX5NTl1pyVUE/4ALSqVQDHoazMB1N1Ezgh+5QZi8fzsrlrbW58aP6JBV+vwHNYU+eB0ywinFQQ4NmApCClg+2yrAATazw/Jq/VMC0ncSwWMyLq2C9HAc0KIAW7beReDJ9edBp+suMVJqu7+4TKvHkdqMHzgz9/rG0jvn4w3XDYrifwy8iP8Yh8JX5u+zjueeINnFc7tWUWdE2FEuyC2LsH5r4dcPZvZfbvEBcB3i7EefZy3TtPvgxnV8yf1H2+fOlnsPKxX0IR5MzYFlc1Ln/xfjx32edhN0x9cJ+MLtrbgdxTSzb36OXR7ti2blYEuYcouoavvPcvvNp9EH8++wPwmnJr8xNCCCFp64+E8YnkP5mxuGch4r4TAAAWswlGA5so8Vr3QUSV0a/yznVSSTWanFSGlBBC5pKCBrqHy83UWbNmDdasWTMl97VwYbpZ144dO0ads3PnTmbuaPr6+rB161YYDAace+65o84Lh9NBsqGAN5l5XC4HQqEgSkrLMmMBWYDL4YDDlIAOHXHXAoTKvoPY5iXgd/wTfLgz/zh6FJ+P/w2fSPwTDyWuwqeD/46rmyz4wooB2Iw2JGwl2NsTRZXLDJ/dSFlqBRKTJQxIR6+pP8QiGlBmHr0h7XCfWlOHfimKh55+Fh9R/hedpmF5tKIR8imfhFa+BFCSMHmqUeotRzzBBhs3RXuwKcU2t/jKsnNgFKbmadVtMeD0eg+e39c3YukSAEhKElwY399gPEpsU5/NDQBmkxnxlA6dE8Dp6ohzBhQzDAYDTKaR12QVjfj68nPxlff+Ne77fah2NebF/fj3ruxrx0eS/8JKZR9+v+5yvHlgAySNR0oXoE+oKvHYPIKE5Vb/4FcAdmHkZrubTU2A7wgzdnJJDW5snPzJlCXucpypnInt6jMIGLNBxrf8Xbj8xT/imYs+CRsFu4sm5u9kAt1RzgKPY+T/04qmYlewZ0rWYeEErPS3YGW4GyvDXShLRbFu2X/h7MV1qHJb4KxZMq7jpDQV/7XpWbzewzbs/VfbbpzwxN149NwP43TfvCn4DQghhMx2vUf2YqWynxkLLP53YPCzlsvpyLvNv9rYK3Xr7R68r3rxiMevsbnw6UWn02c3QgiZYwoWkbnsssvAcRyefvrpo08GcPXVV6OkpAR//OMfj/m+165di7vuuguvv/46UqlUXlPK/fv3o7W1FYIg4KyzzhrzWJFI5P+zd9/xUdTpH8A/U7aXZNMbEAi9iiAgqFhQsMt5HvaO/dTzzrP+7L2cXc/zxHr2ir0rKlhAem8hBEjP9r47vz9CNplsAiHZZDfJ5/168ZL5zndmHuKy7D7zzPPF7NmzAQBLlizBsGHD4uaEw2EsWdLQ23f8+MRXb1LiFORmI9Asb2bLyIJDm4vMdAlhxy6Y4IUpMw3KkefBOfpQ1C79DMrGbyHWb4s7l0nx4TLfGyiO7MB1m67BDztCuH7CVkwfZ0BUa0S53YcaTxCFaXqkp1jv7p7ok/K1mPP9q+2ef/KAMXjn8HPaNVcQBLxd9xnWj6jAMTg/fkLEB2z+tmn7972f0wwZFw6d1M5o951VL2NacQa+WF8d37ok6ASiEbg9HuRmJ+bmm0YSoJW77F6oil6vgz8QQERrgRywtzqnOqiBxbznJP4lww/Ek2t/xlZ3XbuvfdfQGRjorccBjqYe4ePCG/AMNgADm+ZFRQ0ikh5RSYuoqENU1EARJCiijKgox36vCDIUQYQYDUKMBCFGQ7HfC7t/rw069hqXUzBhZYEBkO2q8X9NOr7TrXGm9yvG6Z9+gxvGHoG6ZsnuBZVbcNzX8zB/xnkwSK2/h4mCkPDWPNTEX69OXNsFS5s98ss8doSi6htD+QYrOvJ9PUdvxqSs/sjzC7B5ZBRKZhT9eArSwk2tmRZX1WDU+LHI0WhRaMuDILfvRtg3sy7GbUu/xD0rvlX1Ed/useOQT5/GPROOxt9HT+frioiIYtyBMKZWqYsX7JosuIoOiW2ntWhboihKXKJ77tDJuGncjK4LlIiIUk7Cshg//vjjPt0N/f333xEMBhNy7WnTpiE3NxeVlZV48cUXcdFFF6n2P/744wCAww47DBkZGXs816BBgzB27FisWLEC99xzD1566aW4Of/9739RVVWF/v3748ADD0zIn4G6xiHTJuHTb36CRtPwhVwURcz//GuYDQ39HaLREJRQAIjuXuDSeigCow+EvmYd+u/8DJmOtXHnPCb4I5weM+7EJfj7zz6MX7EQc/oDadqm178sCtBrRMitfHEfNXIoxoxsvbKAukdjX2RIiatYniHldmklrEkrYVqxDQKAOjEtbr8UcMDl8iTset1Z3aLX6+H3+xHRWltNdCsQUOOXWu3P3ZxR1uLrWRfjkdULsNXVerI7GAnjq10bY9sRQcTfxs/B/359EQN8tW2euyFhHQJCbU5JGJdgxA0ZlyCcqe5JObv/aBySV9Lp808ckAGnX8Tzy9/G+eNOUVV2f1+xGdZXb27zWJ0kY2r2AMwqGo5ZhcMwxpbPSqgECjqqVNt20dpmonuTs0a1nabVY8ec/+vU/49t28uxZGVD9ZzLkI80V1OiO2xveOLJHYwgGvRBameiWxYl3DXhaBySNwhnLngN1f6m96mwEsU/F3+CHyq24MWDT0WWPjEt7YiIqGf7fuHPmB5UV5rUlJwEiE2tIltWdK+qr8A2t3rtnOP7jeyyGImIKDV1ONH98ccft1q9femll+712O3bt8PpdMJms3X08iparRbXXHMNrrvuOtx4443Q6/WYPXs2vF4vnn76abz44osQRRHXX3+96rjGauwTTjgBt99+e2z82muvxVlnnYV33303du5BgwahsrISr7zyCh544AEAwJ133glJYl/mVGYxm+FyOJDRrH1JRmb2Ho4AjABQUILqscfCad+CzLWvwVL2AwQ09UE91f8Z7IIFT5jOxFKXDuvXA+cM1uKIAnmvSYbNW7Yx0Z1kjp9fRsRbD1hyE3I+vSBhlj4x/f/bIggC+tkMGJVnwZpdEUQhQGxWHSkH6uH2tL/VSyrR63QNiW6dFXDF7w8bMuGp9sOWHp/gb2mQJRNPTJm9xznXLngND23+I7ZdD+DvB1+Cu79/CcOC5W0f2IXKNUVYpN0fX0vjsVgzGv7+mwGxqTWORpRw/8RjE3Kt8UU2vCNmYLxnHf67/B1csN8psGva19w9EAnju4rN+K5iM65b/AnyDVbMKhqGWYXDMKNgKHsud1K4xdMIDsGCgW2sTbGxRaJ7iDWr0zcdcrIyEY1GIYoiwuYCwNVUGWf0VmC7O4r+FiAS8EIy7v3vY3NHFQ7DshOvwRk/vIbvK9TrG3xSvhYTP3oUq0/6B1vnEBERXF89otp2wojIyJNUYy0rultWc/c3pWOMLX69FiIi6t06nOhesWIFXn21qa1A45er5mN7c+KJJ3b08nEuu+wyLFq0CB988AEuu+wyXHbZZar9d9xxB6ZMmaIa27ixoaqvoqJF1dzs2bj88svx1FNP4fXXX8frr78ed71bb70VJ598csLipz1bXLMdvvDeSykHWTJRaFJ/+S4qyIU32LHFugLpg7DzwJthHDgL/X68CUK0qZfuJb63YBcteMVwIrxh4Jl1QXy7K4xTB2kxxiayyjGFWSbMhrR+SULOlSHqcbF1FLLlxPXGbotVr8G0YhtWVbhQL1iRqTS1wJD8dtjdPTTRrdcjEPAjkhbfaxEAQsYc+Hw+9CsqSMj17jngBKxx1eLTqqYWRWuDflx+wCW4cMmPOD6wACbFl5BrtcUpmPCLZhx+1o7Hz5r9sUtqdgPO4ADS1P3frxgxDUPS9nyTrr0K0/SolxqebhruqcZ/l7+Nc/c7He4OtKrZ5XPihY2/44WNv0MUBEzO6o9ZRcNw8oCxGGXLS0i8fUnEa1dtOwQzss2t34SIT3R3/vVhMBjg9XphNpthtOUDu5r2FUUq8fHWIC4do4fL7UJmB5IHBcY0fD3zYtyx/CvcuexrVSuTcwZPZJKbiIjgq92BETvUBXXfiBMxotlNeUkUYTapb663THQf328kv48REfVBHU50H3zwwarte++9F4Ig4IYbbtjrsYIgYODAgTjllFM6evlWz/nKK6/g+eefx0svvYQNGzZAo9Fg3LhxuPLKKzFz5sx9Ot/999+PQw89FM899xyWLFkCh8OBjIwMTJ06FVdccUVc0py61uk//C/uS31b/jRgDP4z9c/I3P0I9MFTJ+Ht+V/Aat236rPmvHkTsXPKjShYeCeEZl/Mr/c8D4dgwXz94QCA9Y4obl/qx/A0EacM1GBchsQPWB00e8AYuM68u93zpX3o7yoZrPjl7AdRt+AFVLz+D4QOvx7KwCnINumQYTFBVzAcgrjnpzVee+9TmEwm6IWG/8dmfdf3s7boJBw0MAPP/lKGOjENmZGmRLccsMPuC0BRlB73mtPrGyq6o9mtJ7rDuxPdZlNi2hpoDGa8fuRcTP3kCdVifrs09biz5GjcVXEp9AjCoPihVwIwKAEYG3+Phv9qlDA02P1r9+9lJQINQhCVKIKCFn5Bi4CgRQCNv9fBDy0cohkbpWJEhNZeYwqQr652zdAZ8X8J7C8pCAJCehuwO5c/wl2N29cvweOTZ8U98rsvooqCRdXbsKh6G3SizER3BygBt2rbLrbdo3ujU30zZLAlMf35g4EAYDYjbClUjQ+NlOKubUFcMloHl9uNjl5NEkXcPn4mDs4diDN+eA1VfjcOzSvBLeOO7HzwRETU461690GY0FRcFISM7dYJaL4MstViUn3erfK58Gt1meo8x/cf1dWhEhFRCupUort5svvee+8FANx4442dj6qDBEHAhRdeiAsvvLBd891u9x73H3300Tj66KMTERp1o/e2rcRv1WX43/TTcUheCUxGIw6cMBYLf/sD4ci+VnYrQDQKRVFQqRkC99DzMGzDPNWMO92PwyWY8J1ucmxsnSOKO5cFUGyI4JicEEZZIpAlAQKAIQP7d/4P2Qds2VSK1es37n3ibmlWC46YPq3d83/4biH8gWIED34UQcUCXVk9dgoCRK0BwqqqvR5vM5ohNUuGWy1dX9Ft1MoYlW9BplGDOkca0GwdOslvRzgcRq0n2GZiLFU19ehuPdEdNGQjGKzea4/ufWHV6jF/xvmY9NFjqA00q4TP3g7Fb4LPkQuf0HrLiC6VVg0Y1f1bbhl3JGwJbgkiGm0NPVt2G+nYjs0n34BtnnqEo62/TypQsMFRjc92rMNn5etQuoek+KwitmfqCDGk/lziFK0waVu/6bbJqe4pn4iKbqBhwW0A8NuGqMbzozUQ3ZVYXW/CBK2n0zfVZhQMxbITr8HVv36IRyefCEnkYpRERH1dxOeC/Jv6u9an0oHIy+unGmv5ufuT8rWqp4RMshaHJmBdEyIi6nkSVoL46aefJupURJ1W7nXgsM//jVv3OxI3jZ2BYUNKMGxIxz/sRIN++Gu3o6JqIFw/KtD8/kJsn4wo/uV6AHPF27FYM1p1XKlPwtPbJAywGXDnzGE4c2JRj6u2TZbNpdv2abHIrdv2rbdyRXUt0m0Z0GYPQkeWpGyZekpPs3bgLPsuTa/B9JJM1Fakq8bdrjoo0SgqXAFkmrQ96nUmyzJCoRAi2tZ/hl45HUA1zKbE3kwYZMnEu4efgxmfP4uw0pTc1Q7YhCf2m4z+ulw4/WG4AmE4/SG4AhG4AmG4A+E9nHXvJFGAQSPBqJFg0IgNv9dKkCQF1214CTXN1mkeYs3CpcMTv+ix3qyux7WE6yGJIgbtpSp4WFoOju8/CoqiYKOzBp/vWIfPy9fju4pN8Ecafi55BgvGsidmh2gj6vZDPtnS6t/lcDSCLa6Wie6sBEXR8HchaB2AsC5dtUDs5NAKfFJahNEZEgI+L/TGzt18yjda8eZhZ3XqHERE1IuIEl5IPwvH176DwmhD4cl8z3CcnateVyfdqv5M+PH2tartowqGQid1/dOWRESUehL27t+8ujsajeKXX37BypUrUVNTg0gkgszMTIwePRpTp06FRqNJ1GWpj0jT6mHT7nmxNE84iGC0qcQ1qii4demX+G7XZrx6yOlxvbv3hajVw5A3GIXREDxHXYSKQD2w4oPYfi1CeM55Oy5Pvw0LpfjH5LbV+3D2G8vw+M9bccuRQ3HcyNwelYikvcvKzOiW61h0Ms47oB9+/UX9ei6trkO6oiAQjqLOG0KmqSPp+yRSlDYrul1Sw581kRXdjabnleCpA/+Eixe+ExsLRsO45I+XoenmCtOooqgS7gDw4MTjoO2CL2qZLRbltUWd8Hi9MBnbVzkuCAKGpmVjaFo2rhx5MHzhEBZUbsHn5etg0ej4/tZBuohHtR3QtH7zZ5u7Pu61kqhEd6yyWhDgzdkP1u3fx/ZNCq3EvduPwt/3U+B0OTud6CYiImpOkfUY8+d/4vGVpyO67D0Mj5TCs8uBrCz1v3HNK7oDkTC+3LFBtf/4/iO7JV4iIko9Cf32rCgKnnnmGfzrX/9CVVXrj/5nZmbiH//4By6//PJEXpp6ud+Pv3qvc3Z5nThrwev4Zpe63cX3FZsx7sOH8dLBp+LYfh3/0CMIAjRZA2AIrUfx7Juw029HcMP3sf1aJYBnnbdiSfqhuFU8DduU+MrIxdsduP6TtTh2RC6YB+o9KnbtRFbm4d1yLateRr5VjwH9BgDNPtOLfjt+qwNGAtjl9CPDqOlRyUYBQETXeqLbKTQk08zmrmkPc9GwKVhZvwtPrv05NqZAUd04S4ZD80pwQhf1l+xfVBQ3tm7zFkwYM7qV2XtnkDWYWTgMMwuHdTa0Ps0QVVd0h9t4yqHlmhXpWgMyEtTeRqtp+mjYMtE9ObgC9oCC36oiyMx1Iyc3/ngiIqKOkiURc6cMwNwpA3DyGf/Bhw4bBhuckFssmJ3WrKL7+4rNcIcDsW0BAo4tGgEiIuqbEproPvfcc/H+++9DURTIsozx48ejX79+kCQJ27dvx9KlS1FTU4MbbrgBS5Yswbx58/Z+UqJ2yjda8cVRc3H/yu9wy9IvEGlW7VYb8OK4r+fh/CGTUNLJBbsiPgeifjdw4Dlw6tMRse9sMcOOE8X/YpdxIL7CONgVdZ/fsw86CKLYcxKQyZJmNWPDHyv3Oi+iKJAEAelprSdJ2xLw+1BWuhVKNAxA2Ovik23RyBJOOKb7FlHTyRK0sohxQwepEt0ZUTteL43iBG8QGUYt6n0hZBh7TlW3KAqItFG9ao82Jrq7rnr0kUknYJ2jCl/vbH9f+K4kQMDDBxzfZTcrsnKLEIQMbbPFnjZu2dThRDd1XigUhjGqruhWDLZW525qkegeYs1K2GvFYGj6N8uTO161L1upx8DIDnyyrRgHDXL3yMVviYioZwh63bDV1yF3lPqziUGvg7bZE+Ifla1W7Z+c3R85hn37XkBERL1HwhLdr7zyCt577z0ADQnvW265BdnZ6kej6+rqcPvtt2PevHl45513cMQRR+CMM85IVAhEkEQRN447AtPzBuH0H/6HMo9dtX/ext8Se8GMkoZfbaqIG8nMPCCxMfRS06ZMwrQpk/Y4p9zuQyTkx4Ds1pNBe3LpBQ19YYPVW6HJ6AehB/Xxs+hkhK3qUsqMqAO1AeCh7zfjnmNGYJcz0KMS3Xq9Hl7EL6IZlfRwBhsSaWZT1yW6ZVHCW4eehaO/+i9+rS7rsuu0hwAB90w4GvtnxVddJ0pGhg27NBnICjU9fVVWurnLrkd756qrhAbq/u+SqfX3tpYV3Ynrz93w98y/O4yQuRBBfSa0/qZ+4JNDK/D+jiK43R54gxGYdD3nvZOIiHoOrz8EAMjJyVGNpzVrW6IoCj7avka1//hOPMFLREQ9X8K+nbz44osQBAEXXHABHnnkkVbnZGRk4LHHHgMAzJs3D/PmzWOim7rEtNyBWHriNbjwp7fwftmqZIejIrL6LSHCkSiq6x2wKU6gA4nuRhpbYY9KcgMN7UvqzerEVmbUAQD4ZlMtfimtw5TiDPhCERg0HatU7256nQ4+JX79hpAxGz6/H0DXVnQDgE1nxMJjr8BGZw08oeDeD+giA8w2ZOq79s+ak5WBLbpMoFmiu75iW5dek/bMUbk9bkzXRgK7ZaJ7cAIT3WlWM/x17oYNQYA3Zzy0ZV/H9k8KrcAbkWPw/XYfBo0MMNFNREQJpygKvF4fACCnxUKUzduWrKzfFVfYxEQ3EVHflrBvJ2vXNqx0fNVVV+117t/+9jfMmzcPa9as2evc3qiqqgo1NeovqYFAAFptz6m+7AkydEa8e/g5eGbdQlzz+0cIRMJ7P6gbuFd9CWXwhA63yqAGFa4AlPoyIL3ji4wCgCD3vL93Fp0MxaR+YsYIPwyKH76oHk8uLMXofCsURUlShPtOr9fDHY1PdIeNOfD5Gr7omE1d06O7OVEQMSwtZ+8TezizyYyoIQNwN42FnVVsRZFE7uodaP6vQhgiLGmtt9rqyopum82GyrqmF4YvdzzSmyW6DwitgqBE8VlZCH92uVCQzgUpiYgosfx+P8Lhhu9ue6roblnNPcBsw2hbXtcHSEREKSthie7GL8aFhYV7nds4RxTFRF2+R3nuuedw7733xo23bPVCnScIAi4bMQ2H5pfgvxt+w2Zn7d4PajcFUb8LSrShF7gSDiIa9CLqtSPirkE04Gn1KFt1ABAS+9oPhqPoS22/Q5EoqivKgaAXQOcS3T2RRhKhbyUZa4s64JP0WFflwetLd2Biv57zs9HrdfCEBCiCCKFZf/2QMQe+6oYF+rq6orsvkSQRQov+z9ZQLXY5AyhI07dxFHUlb+0ONO8o6hAssJnj2/mEohGUuutUY4lMdOdkZWDd5qbqcm/ufqr9GYoTQyLb8EvlQJTX2jGkMBdSX/oHiIiIupzd0fCkosFggMWiXsOleUV3a21LeMOeiKhvS1iie8yYMVi4cCGWL1+OiRMn7nFuYyX3fvvtl6jL9yhz587F7NmzVWNz5sxhRXcXGpmeh39NOiHh5434XAhWbFCNKZEwwo4K+Db+DOeS9xGq2qTa3//aLxP+ASyiKKh2B1GQn9DTAgAcQR/W2qtUi3t21P6ZRTDI8VW7+2pXnQuKY1enz9OTmdMy4BQ1EKOh2Fhm1IGdUsPjne+urMA/DyvBIF3nf97dQa/XIRAIIqK1QA44YuMhUw58Zd3TuqSvEfTqGyHZ0Xqs2OVkojtJfPZKVaLbLlqQZYpPdG9z1yPc4v14iDVxN8pt6enw+/3Q6xteByFTHkI6GzSB+ticSaGV2CAPxJfrazBxWAnSDT3jfYaIiHoGh8MJAMjJUbctEUURJqMBAFDpc+G3anXbL7YtISKihCW6r7rqKvz888/4+9//jo8//hgWS+srHQeDQdxwww0AgCuvvDJRl+9RcnJy4h7B0ul0fbbCvSeTDBZIlixEXE2PkQuSDE1GETST58Ay4U/wrPsejp9fRnDXWhiGTINp1IwuiaXWG0QgHIFOTlxLlC93rMec71+FPehLyPk2nnx9p3vJhiJR1O3YDCQg8d6TWQ0a2I2ZEN1NC55mKE0J4hpPEC8vKcdtM4cnI7x9ptcb4Pf7ENFaVYnusCEHPl8lgK5djLIvCmnTVds50Tos3+nErOG9v3VLKgo5qlTbDsGC7FYqujc6q1XbNq0BGTpjwuKQJAl+ny+W6AYAt20obBW/xrYnh1bgVcMJ+HSzC5f7Qkx0ExFRQjUlutWfSaxmU+w786fla6GgqU2fWdZhel5J9wVJREQpKWGZ1aOPPhr33HMPli9fjvHjx+Ohhx7CqlWrYLfb4fV6sX79esybNw+TJk3CTz/9hOuuuw4zZ85M1OWJkkaTUdRmn2dB1sA8+kgUXvwK+l/7JfLOeLTLHqdTFKDc7k/Y+T7ctgrHfz0vYUnuRNm1ayeifmdsu8advEUDk8mik4EWC1IO1TpV24/8sBXV7kB3htVher0Ofr8fnrymJ4IUQYInfyJ8Ph90Wi2fekmwsF7duiQrWocVOx1tzKauFnarW2vZRQuyLPHV9ZtatOBKZNuSRqFQSLXtzhit2p4YWg1RiWB1bRjLdjoRjfac9QCIiKh7RDvxHcLh3J3o3sNClB+VqduWHFU4FLoetsA8ERElXsL+JZg8eTKAhj5aVVVVuOOOO3DHHXe0Of+BBx7AAw880Oo+QRDgcPDLNvUMgihBk9kfwcpNe5xnGDQJkrFreiZHQ37AZ4fdlw2XPwyLvnN/td/csgxnLngt7vH4ZAsGg6jdtTW27XA64bF7gbFjkhhVckiiANmaC1Ssio0daXPjuabuAnAGwrjps3X4zynjkhDhvtHr9AgE6lA98QIokhZa907UDz4BYUMWfD4fTGxbknAtFzTNUhxYtaOujdnU1aJeu2rbLliQYzXEzYtfiDLx63tEoxHVtiNzLPo127YqHgyPbMUaeTA+WbUD04ptyGql+pyIiPomRVEQrt8JbW7HKqwbe3Rnt2hd0rgQpT8cwpc71e0j2baEiIiABCa6G/tuJ4KisDKIehbJmAY5PR9Rr70h6dzdr2EFEBw7gKxslDskjNC33jqoPV7a+DvO//ktRFv8GSwaHaROLqIpdrKafWfZJiiRpgSM8N1DKHKXwlP8CkzDp3fq3D2RwZaP5rUy+YIDU3MkLKxq+hn999cyXDxlACb0S+/2+PZFQ0W3D4psQPW4i1T7/D4fMm22No6kjpLS8uLGaip3oNYTgFknQyOKELnIYLdRAi7Vtl20ttqju2XrksHWzITH0vKt2qfLBExZgKcpyT45uAJr5MH4fH0Nrj40wEQ3ERHFRFzVUMIdf6rQ4XBCEARkZ6tv5jZWdH9fsRmecNNTnQIEHFPUM9r1ERFR10pYonv16tWJOhVRj6SxFQC2AijRKJSQD9GgD0rQi2jAi2ioG9p/KAqE+m3wAqg165Bp2vc2D8+sW4jLFr0XN37h0Mn494EnQ0piH3mfsx71tU09bOtKVyF/508QoGDbvYfCMmE28s54DJrMfns4S+9izMhTJbqlgB1nDNNgca2CYKShGl9RgCs/WIWfrpiW0qvQ6/V6+P3xX4iCwSAikQgXouwCBlseooIMUQnHxjLDtfhyfTWGZjd8kZQlARpRhFYWoREFaCQRotDwRIEoCLv/C0iCAFEUYNAkbo2AvkYKeVXbDsGMDGP8+3h3VHRrWqz1EFEEaAtGILjxx9jYpNBKvIA/YbsziN/L7CjOMMKo5SPjRER9nRKNImzfBUHq+PoNDocDGZmZkGX1vyvW3RXdH21XF9lNye6PHEPHC32IiKj3SNg3kv79+yfqVEQ9miCKEHQmiLqmxFxXP6XgD0UQCEdiye4dkgjbwH77VI35r1U/4O+/fxQ3/tcRB+HRySdA7GQ1d2co0Qgqtm+MFcpHolGYf34EQrMFaNwrvwCSGGMySFb1Aj1SwI50TRTnTCzCc7+WAQCGZZtwy5FDUzrJDQB6nQ4Bf3yPeZ+vIfnHhSgTLy3NioghA6K36QZSVrQOG2s8sUR3OKIgHInAF4q0dRqVcQVWyFLf+nuYKJqwR7XtkSzQyuqfZSgaQam7XjXWFT26dS364QuSBuaSyahrluieGFoNWQkjLMj4dF0VDhuShf5MdBMR9XlhZyWUSLhTiW67w4mcFm1L9HoddFoNFEWJS3Qf359tS4iIqAG/jRJ1A0EQujTR+MqKWry+MYBQJAooCsI1W7GzsrLdx9+17OtWk9zXjTkMj00+MalJbgDwVm+H3d1U7ehYOh9W5xb1pOlXQZNR2M2RJZfcItEt++2AouDcA/qh2GbAzTOGYMU/DsXM4TmtnyCF6PU6+PzxTz74fA1jrOhOvEybDWGDuu1FTrQOm2o8bRxBXUkXVf/cAxpr3JxSVx0iLdZO6IpEt8mo7g0uyRoYh6nbQxnhx6hww9oUX22oRqUrwEUpiYj6OCUSRsTR/u8gbXE44xPdjf25V9bvwnaPXbWP/bmJiKhRwkpvLr300n0+RhAEPP3004kKgajPWVG3E6d88jq0VauxRSrCL+u3ocAiQ4AAlP0Gi8UKUd5zNYUrFMD3FZvjxm8ffxT+b9yRSa8Ejgb9qKzYEavmDvrcyFj+smpOhZiJk5bvjy8OqsOBxRlJiDI5JEvLiu56CAB0sojXz9wfQ7JNcRWhqUqv1yPQSusSJrq7Tk52Jmr06kR3drQei6uZ6E4GQ0TduiSsjU90t2xbkqEzwqYzJjwWi9kMpy8U29bp9NDYsiFacxF1NiUwJodWYLlmOOp9YSwsrcfADCN7dRMR9WFh+y4o0fY9BbYnDocTo4vVC1mmWcz4rboMV/36oWq82GzDqPT4dUeIiKhvSlii+9VXX4UgCHts0dA8YaYoChPdRJ0QiSr456fLsSG8C8jIAODFZnix2d1skrtjFRUPTjwO/xhzaCLC7LRgIACHvynh4l/wb1gD6kf3HzWejcH52TggxRdcTLTWKrql3e+zGknsUf2S9Xo9/IHWWpfsTnSzdUnCmc0mhPTqG0PZ0Tqsr/bA5Q/DqJUgcTHKbhEJh6BX1E80RPXpcfPi+3MnvpobAGzpaXD6mq6l0WoRjkShLxwFb7NE96TQSvwHfwEAfLGuCkcNy2aim4ioj1LCQYRdTQsm17gD6Oizli0runeGPXh+yzf4dNGGuLnH9xuV9MIcIiJKHQlLdN9www1t7guFQti+fTuWLFmCTZs2oaSkBLfddhv0en2iLk/U54gCMLhuIb5I8LorT06ZjctHTEvsSTshEInGqrm9Ozcgo/Rr1f5V8mB8qp+OX04Z1+d6A7dMdAtKBFrFH7uR2JPo9Xr4ffGtS/yxim5zd4fU6wmCAL+srhrOjtaj3hfCB6t3wayVYdBIMOtkmLUSTFoZBq0IefcilLLY+F8R0u7fU8e4a3ZAhLpQQDTZ4uZtcnVPojsz04Ztu9TXcvqCMAycBO/ab2Nj40NroVFCCAkaLNhSC7s3BG8wzEUpiYj6oFD9DjR+aK+od2LNh48h99p5kM37/rRlwB+A1WpFfSSAtz0b8ZVvO6JovaDu7METOhU3ERH1Lgn7JnLjjTfudY6iKHjzzTdx9dVX4+mnn8Ynn3ySqMsT9T2KggPdi/CUZb+EnE4UBDw39RScP3RSQs6XcJEQhIXPQI6q21vcZ7oQlx9cgol9rJobACRLdtyY7LcjGolAkntWokmv1yEcDiMSiUCSmirR2bqka/k1aartnGgtAOB/f+xEUZoehWl65Ft1yDJpIbbj5smoXDPMfeyGUyI4KrfHjeksmXFjLSu6B1u6JtGdnZmJcHgt5GbvI3XeCAYMOwT49L7YmB5BjAuvx2LNaHhCUfy23Y6CND0GZPSs9x8ior6oPujDJk8dbIp375P3IhoOIFS9FQDgDYax5JPnUVL3O56/ZToKT74Dx02b3e5zhUIhaNOseN29AR95tiKA1luh9Del47HJJ2FiVr9Ox09ERL1Ht34TEQQBp556KrxeL6666io8/PDDuP7667szBKJeQxBFTL3kJfzz/XsRLP291Tl+UwHkfvvBkpUPg9ECyZqD1nJVGkHCjIIh2C8zdRdzdK/6EhnVK1Rjn2kPQpllNO6cNSxJUSWXqNUjIhshhZu+oEiBekQj4Z6X6NY1POHj9/lgala97fM2/NnMJlZ0d4WgVp3ozo42tAWq8QRR4wli2U4nAEArCcizNCS90w0apOnl3b80PaYPfCpzV+9QbXuhQ5ol/nGd7mpdYjQa4PN6YbE2Vfw7/BFocnIgpxcgbN8ZG58UXIHFmtEAgG/WV+CQQZkoSldY4U9ElMJe2bQEFy98B75IaO+TO6K4pOEXgIxVX+Lt0s04/Ix/7PWwYCSMh5Z9i6+mZ8Lv2dTqHJvWgJvGHYHLh0+Dfi9rERERUd+TlEzIySefjKuuugpvvvkmE91EnTAwoxD3X/AkFr72IPDlnUhXXHFzwqU/Qhx3EgYccT70mUXQZPZPQqSdozgroF/xFkREY2MBaPAv0zmYO9YKq77vfsiNGmyQXE2Jbtlvh1ZU2ni4M3Xp9Q19ff2BgDrR7W/o282K7q4RbtGjO0NxQFIiiAjq/u7BiIIyuw9l9vj2MgZZhHV38rveG8LgbBNOHJWHkiz+P2svb90uNF9S0iFakGHSquYEI2GUuutUY12V6BYEAcGg+ukZlz8MANAWjlIluieHVuBpnA4A+G5zHW4MR1DnDSKbvbqJiFJOVInilj++wN0rvunGqwrQD5zYrpl1AS/uWvMd/K1kKfSSjKtHHoLrxhyGdJ0hwTESEVFvkZREd+OCleXl5cm4PFGvY5twAuZv3IWs8u9wYHCZap/sq4Xy64soDzgx4IR/QtRbILXS+zVVKeEgvH+8i0x3mWr8ZcMJsGVkYXJ+306mCKZMwNVUDSoF7MgySKjp/IL33apxzYZtpVuRmdnQskFRFJRtKwXARHdXUczq9jciFGRG7aiS4ttmtMUXjsLnCqDSFcCGag8AYEiWiYnufeCvr1Aluu2CBZkm9Xtbqbse0RYLfg/uokQ3AITDYdW2L9CwbRg0Gd7VX8XGx4U3QK8E4Bd0cIcULC6rQ5pBw0Q3EVGK8YVDOPfHN/BW6fJuvW5INmLq1EPbNTfPaMUZOSPw34qVsTERwMl5o/CvQ2ajyJTeJTESEVHvkZRE9/z58wEABgPvxBJ1hqIoiEaj0MoyRo6bgsVZI/Djml9xlftl6ND0KKKgRKAsfRvl5kwUHjEX2nwdRE1TEkIQBIhiarYf8NZVwLjlW9VYjZCGl0x/xmVFYeRY+nYyRTKrE12S3w5Eo8jpYUmmxoruH77/DpIkIT3dhiWLf4fT2dA6w2xi0rQraC1ZUAQJgtJ0Z+ScoRKWCJnY6Qxgl9MPhz+8hzO0boDNuPdJFBN0Vqu27aIVWS0S3RtbzMnUGWHTdeXPWZ1U9wdDELUGGIceglpBiC04pkEY40NrsEg7HgDwzbqdOHBgFhel7KRowANRx/c9IkqMCq8TJ37zAn6riV8TwqrRt9rasF0UBYhGEVWiUEIBCIr6M0MYMrLTc/fplMdrC/GmsA4uJYQDdDk43TwMpx9wMHKY5CYionZI2DeQn376aa9zAoEAFi5ciCeeeAKCIGDatGmJunyPUlVVhZoadZ/NQCAArVbbxhFErftj6XJc8te/qcac1n74efBDeMDzCIZFStX7vn8OF720Ep6outWHVqvB9IMPwm03X59yr0PH72/DEFA/rv+E6UwcVKjDAfl6FKTpkxRZapDTclVL9MiBenh9fgzNz0VE6TkNTGI9uv1+fPrJx3H7zWb26O4KZosFYUMmNN6q2NjRBVGM69cfdl8Idl8IVe4AdjkD2OH0o9YThNMfhsMfhjfU9mMDA2y8kb0vIq5a1bZdsGCIuWWiu2V/7vjFaBMprse2IGCHK4poxAzFNhBC3ZbYrkmhlbFE97dbHbiitgbrvA5kmrSQJAlZGenQ61Lr35ZUpkSjCNWVQ5ffN9efIKLEWlm3C8d9/TzKPHbVuCQIuL7fZMwdMrlD51UUIFS9FTW11Qgs+wBZa/4HsdlN0p1iNqrP+BDThg/Yp/OGPQFcYh2DNFGLEdqGFmtpVn4OJCKi9klYovvoo4+G0M5bwYqiwGQy4eabb07U5XuU5557Dvfee2/ceHZ2135ppd5HURRYLFbVmEVxoLKqFHMKH8ZV3ldwnu+D2D6jFMHs3Ep86B6pOiYcDuGrb77DsKFDcM6Zp3VH6O0S8TkR/vEZNO8WvF4qxi/ph+P+Eg362QwQjBltHt8X6DMK4Gm2Lfnt8Hi8EEUBInrOYnBarQaiKCIajba6nxXdXSPdakFYn6FKdNvCtbDmNH2hDEWisPtCcPjDcPrD8IUi8IUjcPnDqPEE4fCH4fA37O+fboDdH0Kaoe/2ze8IxWtXbTtEC3Ks6psFm7ppIcpGmhYLfOkNJizb0vA6ycqdjKwWie5GziDw06qtGJMhoXT3mCxJOOLgSTAZeQOkPcLOSjg9HvBTIRF11mflazHn+1fhCqnXXTBLGlwiD8P+gQwsWbWxU9cQAyIKNn2uSnKHIeLNgf/E0UEfFvzyB878c0G7z+f1BTDFkhfbDvj90KVYIQ4REaWuhCW6+/Xr165Et1arxahRo3D99ddj1KhRibp8jzJ37lzMnj1bNTZnzpyUq6Sl1BcIhnHFlVe1uu/DbSE8tOl8ZEfrcVzgh9j4EdbtKD7tHkQM6h68ZWXb8NPPi1Iq0V0z/25IPnU19wOm83H+MBnDckyAMQNCH3+025hVqEp0ywE7vL74BQNTnSAI0Ot0bcbOHt1dIzMjA9Ut3gtCtWVo3shII4nINuta7bkcVRT4QhH4Q1H4whHMGpYDnUaKm0d7pgScqm27YEG2Rf20SsuK7sHW9vdR7wiDoe32R96c8cDa12PbY8IbYYx64RUbWqksqgpjTEbT6yAciWDZqrWYNmn/rgu4l1DCQYTqd6HGHWSim4g6TFEUPLn2Z1z924dx6zsUm204z1eE0en9EnEhZP3yAMxB9b9R86xn4JBx4zt0ynBY/cRYwN/zPtcSEVHyJCzRvWbNmkSdqtfLyclBTk6Oakyn06Vsj2TqmU7oL6MuEMVTpadhVuBHyGiolBUjAWSt+R8qJ1ypmt+//wDsKC+H1+uDMQWq7oLVW1H9xaOqhNt32kkw9h+L44ZYIEgyFGt+0uJLFdp09c9A8tvh8wfamJ3a9Hp9q4lunU4HjYYVwl0hJzsLu/TqhGmkTp3o3hNREGDSyjDtvk8b1+6C2kUKuVXbdjF+Mcrubl2SZjHDE4y2+tnElzUKiihDiDb0YpUQxYTwGvyonQgA+LU6gguGKZCaFUBs276Tie52CNXvQJ3Hj7DCv0tE1DE1fg8uXvgO3tu2Mm7fgdkD8MER5+KrT35o5ch9l77hfWRU/KIaW6QZB+OE02DSdPB9TFTfMI9G932tECIi6ruYWSXqwYqL+7e5TxAEnD1Ei7ClEO/pj1TtS9/yCTTuXXHHlAwegmUr4j8UJ0P5a9dCjARj2yFIeNZ6Nm46wAxJEKBYcgGJyU/Zqr5pJgXsCAaDbcxObY0LUrbEau6uYzIZENTZVGNaTyUsei4i2J3ksFe17RQssOqa/h8EI2Fs89Sr5nR165ID9t8P8z94D1u3bMGuXbtUv3ZW18NhLlHNPyj4R+z39qCC38vU8UqyDKUHrRuQDFG/GyFXLWq9ISDcM9/HiSi5vtixHmM+eKjVJPdpg8bj21mXwKYxwGDs/GLGuroNyF7+H9VYrZCG9wf+AxNzOr4oejgUgtvlim3LElMWRETUfl3+TbZxkcqDDjqoqy9F1Ofsrd2NJAiYPUCDf7vm4ET/t9AhBAAQomFkrX4ZuyZfp5qfk5ODpStWYuqUSV0Wc3so0Qh+rxUwEiKk3ZXor+uPxakHDEa6XgJkHWDiQ90AILVIdMtBJ8I9NNGt07WR6GZ/7i4jCAJ8kkU95q7C0GwzAuEIajxB1HiCCEeYoOxKuqg60e3XWCA2q47f6q6Le/R8sKVrE91ZWZn4+5WX4t0PPsJ2Z1NrFSUcRDTog8mjQfN/Kf7k/xpPG0+DQ2x4Pc1fvRNTBjStoaDRaOH1+dmnew9CddtR6wkiEvBC+vU/iI49AKKu88koIur9vOEgrlv8CZ5c+3Or+2/d70jcut9REAQB9XZ1uyxFUdAvz4bhQ4aqxjfWuOANqddOEeq2Ac4KSFsWwLj0ZUhKSLX/rvSr8deJ2SixAXkDhkIypEPYxzz1hWfPgaIoqLc7UFFVg0zbmH07ARER9Wldnug++uijIYoiHA5HV1+KqM/JtKXh+CMPQXVNNQAgO0ud/I0oCvZz+PBu+SK87jsG5/o/jO2zln4FzYQ/YysGQJKb3gp2VVR3T/B7EFYEPFdwDbY7Dsa1nnkYGd6CJYWzcd+AhsS+klYI7H4kXmznIri9VcuKbgCAvz5+rAfQ6/WtjrOiu2v5ZfWCtqK3FgCgkyUUphlQYNXD7guh2hOEy8/Hh7uCIepRbYe06v8nLduWZOlMSNd1fcJ43NgxGDdWnWCIBjwI7FwH7+YxqHzlCmD34mNG+HG6/2M8Y2xY56HCNABut0f197d8RwWGDRnY5XH3RGFXDUI+N+q8Ici//Afiqg+w+abRyDvrSVjGHZPs8Igohf1RU44zFryGdY6quH2ZOiOem3YKZg9oei+vt6u/l9vtdkwaNxxWa9NC1FWuAKAxwNj84UnnLgiKD2L1CkhbvoAUUH/enGeYjcOmTUP/DC0GZFthyC6A0MHWnIIgIMOWjgxbeoeOJyKivqtbngPio6pEXUMURWg0MmRJgixJ0Ghk1S+9VoNB2VZce9hg/Nf4Z3iEpsSIAAW6RU8BEXU/Z53eALfH0/JS3Uojifjq4im46azZuDb7LpxhexhXTytqWPBWnwbom5JAWaa+vYirZM6EAnWyX/LbkxNMJ7XZusRkbnWcEiOgS1NtywE7lEhTQlsQBNiMWgzNNmNcgRWDs0zIt+qRZtBAw8eJOy0S8ELboiIuqktXbcf35+7aau49EbRGQBSh7zcO2oIRqn1n+T6CcXd1uiMs4veyWtX+bTt2dFucPYkSjSBcvxM1niCUms2QVs8HAISqt2L7v45F9fy7kxwhEaWiSDSKe1d8g8kfP95qkntW4TCsPOkfqiQ3ANS1SHTX19XCam16uisUiWKn068+md8BwVUJoXINhG2LIFWtU+1eLg/F4kHn4MgiGVkmLWRzRoeT3ERERJ3Bf32I+oBLpxZDMGXiJf2JqnFp53LkejepxgYUD8Sy5cnv0y0IAs6e2A+/nd0f1+5vQL5JBgSxoZp7N5tRA71G2sNZej9BlBCU1BXPctDRI28wsqI7OcI69WKUAhSEnfFfmIGGPplpBg0K0vQYnGXC2AIrxuRbUZJlQp5V13AzivaJt7aV5K8hXbW5KZUS3YIAUWeCqNXDNGqGal+a4sap/s9i24vr1a8Hh1O96CY1CNt3IRgMoN4bgOa7+yEozVoFSBpYJ56cvOCIKCW5QwEc+cWzuHHJZwgr6vYiBkmDp6bMxqdHXoh8ozXuWKdbXdBSW1urahNXbvcjEm32OTIcgFBfBsFZgWjZYggbv1Md7xKMuCX9H7jhAAv0GgnpBg0kUwaIiIiSgYluoj7AoJFwydRivGQ4EXZB3Y83fal6ERmz2YyVq9Z0Z3h7lJVmxZSSfACAYs4G5KYK7nxr64nRvqZlmwNNwIFwOJKkaDpOzx7dSSGabVAE9Q2jsH1nu4/XyiLSDRoUphkgiUx07ytHZblqOwIReot6gdCWFd2Dk5joBgBR2/B3Ul80BppcdU/Xc3wfQqc0PCm0JmBW33QTxB55E64rRYN+hJ1VqPEEIa75FGL1BtX+rGOvg65geJKiI6JUFIlGcfoP/8N3FZvj9k3ILMIfJ/wNl42Y1ubNZ69PXa3t8bghSQ2fA1z+MOq8zdZ6iUYh1G0FAm4ESn9DYNXnkFs8hXSL+QqcOqE/sg0iss06iLIOkkH9fYOIiKi7MNFN1EdcefBACHoL/mtQV4bJ1eugKf9VNVZdlzo99UVjGiBKgKQBzLmx8XSDBoY+Xs3dKNyi9YTktyMYCrUxO3UZDK3fuDCxortLGQxGhPXqyqvqD+9E1Xu3oPbLx+FY+D+4V34B39YlCFZtQci+CxFPPaJBX1zScvPWbYhG1ZVltGfuanWi2ymYYDOp+29vdKrXTkhmRTcAiPqGdkKSOQvGIVNV+7IUO072fwUAcCpabHY1vR4kSYbb4+u+QHuAcH05gqEwHPXVkBf9W7WvSlcA99SrkxMYEaWs6xZ/go+2q4tSREHATWOPwMJjr8Dw9FbWb9lNURSEQupiiODuRcwVRUGZ3dd8MgT7diDog3vzr6hctQDpQfUTX2/pZ6K+8CCcNFALo1aCRSezmpuIiJKqyxejnDat7bvJRNR9ci16nLF/EV5cdCzO8X2IbKVpAZm81S9ge+Gk2AKPRrMZbo8npSpplbQioFmvv3xr69W/fZLRBtibNqVAPYKhMFLn/1776HWtJ7otZvbo7kpmkxFhQwY0vqZkqnvpfLiXzm/X8YKsBSQtAooEyAas1Ggx7B/zoe8/rqtC7lV8dRVo/m5mF63IMDWt/hWIhFHmsauOGWJVLzzc3WKJbks25PQCaLIHIlS9Nbb/fN97eFs/EyFBgx/KfRg8sunvcG29HRazsdtjTkURrwMRrwM1nhCkn5+BEFS3E/g/3VysePI3PP+XcfjzuIIkRUlEqeS59b/g4dU/qMYydEbMP+I8TMvd+2K/gWAQLZ+riUYaiiMqXQH4G5Pg4SCE+m1A0IOqzSuwZc1qHOpYojpuo9QfH+Sfj6cONkEQBOSYG566lMzqlmhERETdqcsruj///HN89tlne59IRF3u8oMGAho9/m2coxo32TfCtOu32Ha/fv2xdNny7g6vbToLYGiqWk4zaGDUdvl9uh5DNKuTXrLfjlAPrOhuczFKVnR3qYz0NIRMeR0+XgkHoQTc0AYd0HoroHGUwedL7oK2PYnfXqHadghmZBibWjRtddUh2qJyfrA1uUkEQZQgaPQQtXqIejMMg6ep9udHa3B8oKGH6y/VEVXlf1l5+9vi9GaKoiBUV45AOALnlt8hb/hStf8z7UH4STsBTn8YUXZ7ISIA3+zciMsWvaca04gS3j/8nHYluQHA7fGqtkOhEGRJQjAcxS7n7gXqfXYI1euBoAdbyrZh0fqtGF/1ueo4H7R4puDvuHuqFQZZhEUnw6CRIeqMELVsLUhERMmTsEzR4sWL8euvv2LNmjWoq6uDx+OByWRCZmYmRo4ciSlTpmD//fdP1OWIqANKskz48+hcvLn0SJznew9F0abHD7NXPg9P/gGAIEKj0WD12o04eNrUPZytuwiqBSgBIN/Cau7mZKv6EVUp0DNbl7S5GGUKPVnQG2Vm2rB+0DGwlP+oXgSvE77+aQlOGZYK7x+pL9iiLYldsCDL3PQe17JtSbbehDSturVJMoh6MyIhP2RLNqKZ/SFn9EO4bnts/1zvO/hQdwTqwjK2uqMYZGloNVVXnzqtsZIp7KiAEvKj0uGB5od/qfa5BQPuN10AADjvgH74y36s5ibq69bZq3Dydy/FLTz5n6l/xiF5Je0+j8utTnTX19UhzWrBdrsP0UgEgqMc8NYBAEqravHj2m04YOeXSFPUiwm/mn0BLjywBPlWPQQBrOYmIqKU0elE9+uvv44HHngAmzc3LYbRvHKneduSoUOH4rrrrsMpp5zS2csSUQcYNBLOP3Ag3lhRgaeMp+Ne96OxfXr7ZljKf4Sr33QAgN3pbuMs3UvUm4Gmp/hh1csw6VjN3ZzWlq/alv12BIPhJEXTcW0uRsnWJV0qJzsbS/MmYutR/4Gp8g9IATuydCGY4UPYWY2IuxZRbz0iXgcQbd/rSpB5M6q9Iq5a1bZDtKC/qXmiW70QZbLbljQS9WZEXDWQbYUIVm+FYfA0uH57I7a/f7QCswI/4RP9dCyqisQS3eGoAkVR+nRbu2jQj7B9F3yhMPy/vQaNfbtq/2PGs1AtZWJIlgmPzx6dpCiJKFXU+D047uvn4QiqF5G8fszhOHfIAft0rpbrJNTV1UFnMMHucDS0Kgk3VHVXO9z4Yvlm6Hetwv7htapjfjUfiCOPPB55aQ03XdMNGmhlCRAESEb1YspERETdrcPZomAwiLPPPhuffvppLLFts9kwfPhwZGVlwWQywev1orq6GuvWrUN9fT3Wr1+PCy64APPnz8cLL7wAWWayiqi7Dcs24/jhmfhw9XRc6HsXJZGmL9iZa1+Hq+gQQBBgTbfB5XLDYkmtJGO+lY9DtmTIKEDz+m0pYIc/EEhaPB2lY0V3UpiMBgQDASB9IILpDY8+S5kWjJzc9OU5GvTD56rDx59/A0HSQq8RIESCsV9iJAAhEoTbXo2xQwbgT0edmaw/To+j+OpV23bBiomWpr8L8Ynu5C5E2UjUNfzbIFtzIKflQlEUSGl5iDiaWrHM9b2NT3UHY1FlGKcP0kAQBIiiCJfbC6ul7/69DtWUAoqCqp2lkBe/rNq3Sh6MN/RHQxSA187cH2be2CXq0wKRMP707YvY3OKm6J8GjMHdE2bt8/lati6pq6uF0aiDULMR2P2d3h0I4oMlG7GiKoDnfO+o5tfIWSg+4Vqk7U5yi4KALFNDNbeot0CQNSAiIkqmDn96vvDCC/HJJ58AAI4//nhceeWVmDJlSpvzf/nlFzz22GP4+OOP8eGHH+Kiiy7CvHnzOnp5IuqgdIOMcycPwodra/Gk8TQ84nogtk9fvxHGqmXw5o5HXl4e/li2AtMPTp32Axa9zC/9rTBlFTVfixJyoB4er6+t6SmLPbqTxx/wQ9usor68ohavv/+pao4oitDYGtoItazrdjoc6JdjxcnnHd6nK3U7QvA7Vdt20YLsZonuTS51onuwJUUS3RodBEmGEglDVzQGEWc1jEOmwbX43dicIZEyHB78Fd8IB6LMo2CAueG1Ue9w9tlEd9hZhWjAgzpPAKFvHoEUCcb2RSHgDtOliAoSzhumwcR+6ckLlIiSTlEUXLzwHfxYuVU1PiGzCK8cchpEYd+X24pLdNfWItOUE0tyhyJRLF6+FB9U5+AN150Qmy1dGYEIzZHXw5zWVLWdYdRA3r1YvMy2JURElAI6lDH6+uuv8f7770MQBDz++OM499xz93rMlClTMGXKFLzwwgu48sor8c477+DMM8/E4Ycf3pEQiKiDjFoZgzKNmDHQiq83H4htYj4GRHfF9mesexPe3PEAgHWbNqdUojvfwmru1ljyilWJbjHsh9dZl6xwOow9upMnHFKnrjUabRsz1YLBIBAO4rQ/HQNdG61naM/EkLpNlF1QJ7pTtaIbaKjqjnjtkAxWaLKKEY1GIJizoLibYr7I9za+0U7B97vCOGdIw+uqoqoGA4ry2zptr6WEgwjV74A3GEbNiq+hKftVtf91/TFYrRmCkenAVROsyQmSiLrFZmcN/vzdy3ucE4iEsdZRpRorMqZh/ozzYJTb9+90c9FoFG5vy9YltTAO7w+gIbG+ed1yzNuRjf9zPYNsRf3EUXjkcdAVT4hta6Smam6IIkRj+j7HRERElGgdSnS/+uqrAIDTTjutXUnu5s477zwsWrQIr7/+Ol5++eU+meiuqqpCTY36i2sgEIBWu+8fWIg6wmbU4MKpg/Hllj/wkuFE3OL5d2yfueJ3aO1bEUwfCK83ddpfmHUyLHpWc7fGmFUUNxa2VyYhks4xtJXoZo/uLic0q9hqr7raasw6/BAUFfa9hGUiacLq6jq7aIHN0PDotz8cQpnbrtqfUolufUOiGwC0BSMQqtsOw+Cp8C6bH5szOrwJB4X+wNc7J+AvAzUwyAKqa3rejbhECNZsQygURnlNHeSfnlDtqxZseNx4JkyyggenmSCac9o4CxH1Bv5IGMvqdu7TMSZZi49mnI8CY1qHrun1+VVraQENPbqNhoY2JGWlm/BdmRfF7h04NPS7al7UVgzlwItUYwVWfewpLslogyDue4U5ERFRonXoX6PffvsNgiDg/PPP79BFL7jggth5+qLnnnsOkyZNUv3aunUr6ur65hc/6n42gwaDskyYWmjAh/ojUCeoK8cy17/VMC8zCw6Hs7VTdLt8K6tF2yIarIhAUo1F3dVJiqbj2LokeSZNGAefr33tbuz19SjISseFZ81hkjsBdFF1otstWWDQNPx93uqug9LiJsTgFEt0x36v0UGbPwz6wpGAQb0Y2UXet+ENA9/vanhyIBAKIxqNdmusyRZx1yHidaDc7oPw87MQPOqCh/vMF8ItmnDz/jrk5hYAFia6iaiJAAGvTT8D+2UWdvgcLduWeL1e+Hw+mIwGVFXuxI4ta/CJqwA3eP6jmhfVGBGaMhfQNn0eyzRpYNQ2FaBIbFtCREQpokPlkZWVDZWCI0eO7NBFG49rPE9fM3fuXMyePVs1NmfOHFZ0U7cxamXoZBFXHDwYZ7yxAq/rj8Hlvjdi+61l36J6zPmwWrOxZOlyHH7owUmMFjBpJVj1XNymLYIgwCeZYI40uynh7Xk3zvS6+IpuvV7PhYu7wZiRwzCouB/Wrt+IcDjS5rz0NCuGDj4UIqu2EkKJRqFvkegOaayxCrmWbUty9GZYtanTwknQGgFRBHYnrbU5JQhVb4Vm0GSEVn8emzchvAYTQqvwyfYxmFkkQxQEuNxepFn7xtMaSiSMUN127HT6EVryJjSrP1Tt/1kzHp9rD8Jx/UUcNbIQijUf2SZ+JiSiBgIEPDb5RJzQf1SnzuNqZSFKAEAkiPp1f+A513hc43oBNsWlmhcdOgNK4f6xbb0sItvcVJwgSBpIBkunYiMiIkqUDmUPgsEgBEGAxdKxf9AajwuFQh06vqfLyclBTo66Uken0zFxQN3KZtRgaF46ZvTX4/XSY3GB7z3o0bAolhANw7bxPVSPuxhbtm1HshsM5VtTJ7GTqgKiOtEt+Or3MDs1tVbRzf7c3cdkNGLi+HHJDqNPifocqoW+ACCia3gkXVEULG/xWHsqtS0BGm6yiVojov6GPuOCKEFXOApGrwP2TT9DCDQlS+b4P8c/NaOxtDaCCVky6h3OPpPoDtVtR43TA/eKz6Fd+LRqXwAa3GW+GIUmAdcfVAAlvQg5Zh3y+O8eUa9WaEzDq4ecvtd5AoBxGQUYZcvr9DXdnhb9uWsbiiI8ZcuxJFKATPcWHBP8UTUnmjUEkaFHAZqG9yRBAArS9BDQtPC0ZM7odGxERESJwjI5oj7KZtCgwhnAVdOH4M87/PhAfwRO9X8W25+++WPUjjwTgVDb1Z3dQa8RoZF4E2hvArIZaHbvUA7YoShKrDK0J2htMUq2LaHezFe/S7Vtl/Wot4Uw9+e38eWO9Sjz2FX7Uy3RDTQsSNmY6AYATUYRdGm5EPpPBDZ+FxufEVgEq8mNj8pETMiSUVfvQHG/gmSE3K0iXgecdVWoWfMTNN/eF7f/TvMl2Cnn4+XDcqDPLkaGUYt+NkMSIiWi7pSuM+CMkv33PjGBWrYuaazo9ioi3nMNwJueq1X7o7IekSEzoGQNjo3lmHXQyep2eWxbQkREqYSJbqI+qrF9SV6mDScP0uKldSfiL/7PY9WFUsiL9M2fwDfwRNTb7bClpyclTia52yektQLNCnXkgAORaBSyJLV9UIphRTelokAkrEo6N1/Iq3ktdvNe2s3X+lKNN5+vKHDuWA9v0QTYNQYssvXHakseFGEd/ruh9ViGWLM78SfpGpI5A2FHhWpM328s9BWl8G1aAEFpuFmqQwhHBxbgzfpjsM0dhaG6NhnhtouiKPj40y/w1TffIhQKQavt6BoRCsI+F6z+nZgT/hiCoL5x/KjxTLyvPxITvavxxbs/4FtJgFEjAc0qJWVZwsP3393xPwwR0W5xie7aWkAAXvTth8vdryI3qm57Fy05FNH80YDc8B5o0knIMKrbKolaA0Qtb84REVHqYKKbqA+zGRuqui86ZAS+3h7EN54pODK4KLY/fcN7qBv6JyxZugIzDjskiZHS3kR06aptKWBHMBiCbOhBie5WenSzopuSxRcO4bkNv+D+ld9hp7cLF+UdfGi7pmlECacN2q/r4uggUWuAZLIh4mlqlySZbLD0Gw5vVgmE6qas/Z8CX+NNwzH4ZHsI/U0CotFoSrZt++6HH3HHPfcn5Fx5Gi9uKloKraROcr+iPx7PGU5BWt1mKBu+wOo2jtdquT4FEXVeOByBzx9QjdXV1cGRMwoZngqcEvhStS9qGwAlfyyUzIZqbkkUkG+J/5zGam4iIko1nUp0X3rppYmKg4iSoLF9icmShr8f1B/zPputSnRrfdWwln2HbZb9khcktY9R3R9RCtgRCoWBHlRk02pFNxPd1M08oQD+vX4RHlz1Ayp9rr0f0MXyDVYcVTgU/xg9HQMtqZlQkNMLVIluADAWjYFYNBZolugeHd6EoeGtWFAxEGeUaOFweWBLS70FzL5f8FNCzpMuBfCPguWwSuo1aT7VHoz7TRcgvX4zBm38BD2nwRQR9VRurzdurNIdQMXIyXjc9U/VeFTUIDL0SESzBgNyQwV3vkUX/5SlKEIysT83ERGllk4luv/3v/8lKg4iSoLG9iWBcBSHjy7Gu2vGY8makZgQXhObY13zJqKT9ktekNQukkXd0kD22xHsYQv+6nTxiW6TqW8sVkfJ5wr58dTahXh41Q+oCXiSFocMCTMKB+OowmE4qmAoRqbnpnyvfVGrh2TOQMTd9Ni7qDPCNGom3Ks/hxBs6uE92/8N7pcvxJc7Qphud6ZkonvT5s2IigKCmSZA7thTMTohjOMyy7BTk4HmS4qukIbgQdP5sLjWoMD1G4J5e36PC2t6zlM5RJS6WrYtsdvt2NzvUFwSeBf9o+r2U8qgg6GYc6BkDgIApOk1sOibPV0iCJAtWZDT8iHIfOqEiIhSS4cS3dOmTUv5L11E1D7pBg0qXQ2PMv7zyJF4unQ2JjibEt1m11YUBbegurYW2ZmpWU1IgCY9V7UtBeoRDIWTFE3HiKIInU6HQKDp0VpWdFNXswd8eGLtT3h0zY+oC8RXvDUal1GAdG3TY9vC7jrc5p+GGj8bCc1GGz8uqcYAKNEwHFuWQ+OvgaQoGOKpgc5pQs6M+3DrUeM6/wfrZrGq7mYNyjOKR8FZMBZS6cLY2HGB7/Ev0zn4vFzAZTV2DBpQmIxw2xQKhbC+thKl50xCndS599AlGN7GnpVwAlgzvmSv59Ag9Vq7EFHP0zLR/W2ZB/0tYZzl+Eg1HrUWIFowDkr2MECUoJEE5Fl3FyIIAiRTBjS2Agiyulc3ERFRquhQovvzzz9PdBxElCS2ZonuATYjCqachC3fvIhBkR2xObrVb+OPgVMx84jpyQqT9kKfoU4WyX47gsFgkqLpOL1enei2mFnRTV3nra3LMPfnd+AM+ducc1TBUPzffkfioNyBHbrGm2+/h7ff+wB2h0M1LkZDeCjzO2TKTdd+RX888i3GDl0n2USNDpI5ExFXTWxMlrXQ7HcSos0S3RmKE9ODv+NrYSo+WF2JgyeMSka4bdpUWoqdR4/odJKbiCiVuNzqRPePtSKecD8OCdHYWFSQEBl2FBS9FUp6PwBAgVUPURAgmWyQ0wsgauP7dBMREaUSlokQ9XEmnQyt3PRWcMHkYrxjPVk1J69uKeo2/NbdodE+MGapE92CEkHQVZukaDpOr1d/gTKbWNFNXWeoNbvNJPexRSPwy3F/xRczL+pwknvV6jV46NEnsK1sOxwOp+rXCGxVJbkB4EvdNGSbe24SQZOe31TCvlv2yIMQ3Z0waTTb/zUA4P0tPoTDqZVQvnvZ16gwKnufSNTNvBt+RmVVNaLR6N4nE7Xg9vhiv68PRHGU+wsMjmxXzYkOmAIYMxDNGQ4IAsw6GZb0TOgKRkCbM4hJbiIi6hE61aObiHqHHLMOOx1+RBUFZp2MATPOR807LyNLscfmGFa9hh/eaHhMURAEQNj9IL4oQmgcg4CGXUKzbSF2zKhDT4bJauvmP13fYM7pj5bpomB9BYCxyQinw/Qt+nSzdQl1pf0yC3Fi/1H4sGx1bOyk/qNx87gZmJBV1Onzf9fmooYKjklXJxiWysPxh2Yksiw9N5EgyFrIliyEndWxMaNWC/2YYxD88dnY2MGhP5AdqcVWVyY+WlGO2fsXJyHaeL9UbcPrrs2qfjQyBGiE9vTJViBEghCi4Zaj8As6iKIIjQhgH5ee1AisSSHAX7YcpXcfhED6QNRPOw+DjroY2vScZIdFPYSiKKrWJUtqwviL/wvVnKAxG0L/A6AYMwFLHgAgNzMD2tzB3RorERFRZzHRTUTIteiQbdLC4Q/B7gvjhHED8PbXx+Ps+ldic4a6lwGfXd2p6yy2FmP6oTM6Fyy1ymrLQqWgg0ZpavsRqN+5hyNS0+hRI7GtrCkBOGZ0arU1oN7n/8Ydiflla/Dn4jG4edwMjM0oSNi5V65c3er4OGMd+unUC14+b2h4kianBye6AUBOy0fYXQs0qzrNnXYqti+cB0QaFsiVEMUJge/xvPFkPLVwW0okul0hP85c8BqizfLQIgTcnjYJV806rmWhOhQFCFZuQtTvhq9sOdwLX0S09FfVHC/0mJt2Ow6ZeghOP6DhqYBMkw4FafEL7xLtyca3bocEQGffiugnt2DjT88i64hLkHn4pZAtXD+F9iwQDCHU7OmZmh0bURitUs0Rhh4BCCKiOSMAABa9Fpb8va8jQERElGqY6CYiAIAoCrAZtbAZtSjOMKDy9H/C+9TbMKLt3rX7KhqNJOxcpGYxm7FVNCIt0pToDtkrkxhRx1x28QVwOBwo37ETp55yMvr363xVLdGeTMgqwtZTbsAAc0ZCzxsKhbBm7TrV2NV/vRRD8tOhe/9SoL5pfJPUD99rDwAAZBh79gJfgqyBbMlG2NH0/iPrLdAPOQj+dd/FxmYHvsbzhj/h261ObKn1YFBmcp/euPrX+djcot3TX0yDMUxjhcloiJsfdlQC/jr4Nv+C4B/z45LcAWhwhfUmTD/4cJw1paEiMt2gQUkWn1KhfeMtXwNh5QeqMcGxA7Xv/R/sXz8J22EXI+PIK5nwpjY1r+YORRUUVP6s2u/SZEBvzYdiLQCMDU9e5vcbCFHDm3JERNTz8HlIIoojCAKOmTQa36bNTOx59/GRbWo/o9EAr6BOxkTc1W3MTl052dl45MF78fZrL+Hk2SckOxzqIxKd5AaADZs2I9BiQdhjZ87AYGyHpn6LavwFw5+g7G5RYTNoEh5Ld5PT8gBR/REz/cAzVNsDIzswPrwWCoAnftrajdHFe690JeZtVK9DMUxjw59MJcjOTI+br4RDCNVuh3fDT3Cv/Bz+zQtV+0OQcI3lOvTffwbOnNxQEWnUShiY0TMXGqXk+nDxemyU+re6L+KsRM2Hd2D13wbiq9tPwVuvvYI33n43bvFb6tuaJ7rX1EdxaOAX1X4xqwQQJESzhwEArFYrzJn53RojERFRorCim4jadOg5t2H+SyJKvGsgIQxBUSBAgYKmLqNN28rubTQ8091srJFF6vkJnFQlCAJ8QotKQU/PW4ySqLdYsXJV7PdarRYlJYMgBV2o/uYZ1bxdYhY+0R0CADDKAmSp59cgCJIM2ZKDsKMiNqbvPw5iWj6ijl2xsdn+r7FUMxLP/7odt88cBqu++/+N2OFxYO7Ct1VjBkHGVWnjIChAcStPlYTqdyCwYzU86xfAu+571b4oBNxg+RvCgw/D3w8fBkEQoJVFDM4yQRR5s5f23UnHnoDZq4MI71qBi3xvYXR4U9wcTciFwi3vIGf7F9jV/1jsGFKM9P0mJCFaSkXNE92lO8swJ7JNtV+XOwgRW39AZwYEAfnFw7o7RCIiooRhopuI2jRpwn4YOvgFLF6yFKFQy6UO993ECZMSEBW1xS+qqwUFX12SIiGiFbv7cx973PEYPWYsRFHED999i0HblqjmvWI4ASGhIcFr1fb8JHcjOT0PEVc1lN0tqwRBgHXin2D/5qnYnFnBn3GfMheugAEv/LYdVx0yqFtjjCpRnPvTG6gLeFXjF1hGIlcyorqqCnqdOvke9bsRrN4K5+J34V39Zdw5bzVfji15h+O548dBFgVIooDBWSZoesENDEoOg0bCnEEa1A8+DDetPRA5tX/gEu+bmBBeEzdXE3Kh/+Y3oHxSC+wX//qkvsm1O9GtKArSdqjblrhFM3Tp/aBkDwUApOUUwWRkiyUiIuq5mOhOgqqqKtTU1KjGAoEAtNqe3ZeTeqf0tDTMOPzQZIdB7RCQzUBTi25IfnvSYiHq61asWo0xY8di7Lj9YmMZ695SzQnIZrytOyq2bdVJ3RVelxNECVJaLsLNFsW1jDsOdd88DXH30z4mxYejAgvxgf4IPL2wFFcePBBCy1Ufu9Bja37C1zs3qsYO1OXhUH0hACDg98QdE6rbDseiV+Fe9nHcvntNF+JH20y8fOIYGLUSBAEYlGmEQdN7/r9ScniUMDJMYVw/QcI3O8Zj7rbRGO5fi7N9H2JyeFXcfMPEs5MQJaUqt8cHANjpVTDZs0i1r840ELlZQwBZB2gMKCgckIwQiYiIEoaJ7iR47rnncO+998aNZ2dnJyEaIuotgrJFtS0H7IhGoxBFVhISdaeKyipUVVXj2ONPjI3J3mqkbftaNe+P3OPgDTQ9iZFh7F3tnWRrDiLOKiiR8O7tbNSahyDbvSE258+Br5A+8WTcOXtiwpPctX4PPOFgq/tK3XW4fvEnqrEMUY+LraNjcZiNetX+sLMaVat/hHPR63GtuR4znol3zSfghWMHITvdDADon25ISjsW6n3uDa3CzurdTx7oAAwFlgP4Ow4BcEjc/AM3p2Fh3Cj1RYqiwONteO2s21mNS8PrVft12cVQMksAQUB6QQkMWqYHiIioZ+O/ZEkwd+5czJ49WzU2Z84cVnQTUadEdGmqbclvRzAUhl7H9xai7rRi5SoUFhUhL69pMS/bhnchRJtaQEVFLV7SHad6CiPfZu7OMLucIErQZPZHsHprbO2G6OAjgGVNie7xoTXIz6pAUbqhrdO0SzgawfK6XVhUVYqF1duwsKoU29z17Y8VwJVpY2ERG94v6+vrMaCwILbf5fVj+7pViH56P8SQT3Xsfw0n47+GP+PxQ7MwuKgAkihgYIYRab1gYVFKDSajAXB79z5xt+PHxveWp77J6/MjGm14/9WUL4w9UQMAHkWHyKDpgCgB5mwUZNmSFSYREVHCMNGdBDk5OcjJyVGN6XQ6Vl0SUecYM1SbcqAewVCIiW6ibrZi1WpMnNi0JoEYdMG2Wd3q4kvz4fjRaVWNFaWr++z3BpLJBq0oI1S9BUokjLwJs+BaOg9moSnDL6/+AKGjZ0Mjt/9jaa3fg1+qt2FhVUNS+7eaMnjDoQ7H+SfrYIzRZsW2N2/aiEMP/AuC4Si21Hpg37kF0oInoanbojruK+0UPGI8GzcdYMSUkUNg0EgoyTJCJ7NdCSWOJO3b6+m4kXldFAn1NI39uT1hBSPr1XX+y8OFKM4oBmQdbHkDoGebJSIi6gWY6CYi6iXkNPUNNCnoQtDnBcxcVIioO23YuBlHzjo2tm3bNB9iuKkKOAIBj0h/Uh2jk0Wcd0C/bouxO0kGC4S8YQhWbUJRQR5edOfhCMu22P600i9gt9uRnZW1h7M0eX7Dr7jw57cTFt/Y9HycolUvhFlTUw0fNCitciPdEoWw4RsIq+ar5lSJGbjVfAXOGqbB7AlDkG42YGCGEaLYfX3GiVqzL12AQpEoPl9XhYEZRgywGWHR8+thb+LeneheU+nEqaEVqn0b/RkoFkTA1g8FafrWDiciIupx+EmGiKiX0KXnx40FHFUA+/8TdRufzwdrui1WgSmEA7BteFc15wvtQSiXmiouDRoRn82djPFF6vZDvYmo1UOXPxxC1WZsNY4G0JTo1vhqUbfkE2TPPKdd5xptS1y16v6ZhXh0+CxUb9oVGwsGg9BoNNjl8AMAItWb4friYeQrYdWxN5qvwsHF6bhySgEK83KRZ2WiiLrGT8dcjogS3eOcWk8QaXoNZElAhq79T4eU1ftwwrzfY9uZRg2KM4wozjBiYIYRxTZDbDvbpEWaQe62Jxb84RDe27ayy68ThQJ3KAB3KAhXOABXKAB3qOG/rlAA7t1jN4+bgdkDxnR5PInUmOgObfsFGjS9hwUhoVweABgzkGHL4FMoRETUazDRTUTUS+gz86BAUC2SFrRXABiVvKCI+pjVa9dh3Ljxse200i8gBxyqOc8bm6q5TVoJN80YjOkl7atm7skESYY2byjSBo1HbcVyZAbKY/sCv78GtDPRPT6jEDpJRiASjts3xJqFqTnFu38NQH+Trc3qVkkQYZS1+PUPdSJt65YtyMhv6HHsd9VhzXsP4shmsQLAy/oT0G/ofrjhwHQUDx6GdBOT3NR1MvV7fzIrp4Nt7n/97mO8ar8NPkEHn6CHz6WHv1K3e1uHFYIevwo6+AUdvNDDL+gQEvWArIOi0UOQDZA0OkhaPfQ6A/LycmE2GaHXyDBoJBg0IvRyw38NGgkT+6VjWE771iPYZa/DGQte69gfrAvs8Dj2PinFuN1eRBUF/avVbUuWhftBMFoBay7yrbokRUdERJR4THQTEfUSVms6grIZurArNha0VyYxIqK+Z93GLTBZdi/oFY0gY91bqv0/a/bDOrkEAGAzaHDq+AKMy++9ldwtCYKAYWP2w+9lxZiFhuSxQ0xDybjD2n0OrSRjYmYR/qjdgUnZ/XBgdkNSe0rOAGTr921Bz2g0isqaOtXYxo0bMPnQGXD6gnjr0y9wa/1Hqv0bpAFwjT0Nt05Ox8Dho2Fgkpt6sF3bt+Lo8LrEnXB3d4wQZIQgISTICEFGePd/lx30Dwy74B/tOlVNdUXi4koAVziw90kpxuXxYku9H4cFlqjGlznTYChOh82kZzU3ERH1Kkx0ExH1EhaLGQFJnegOO6uSGBFR3+ONiKjzRFHpi6J442sY7tml2v+84WQAQL5Fh6sPHoj9i9IwLMeSjFCTZkhJCZ7ZrMCclYsfXXnYEs7GD0e3L/HV6K3DzkK23gyN2LkETU2dHeFwRDW2efMmHPznc/B/n6zEk5WPq/YFoMHm/a7A1VOL0L/fAOjMfecmBfVOYsS390kdoEG4oVWGsjs5vPths4Dib/c5AsGOLzDbFdyhYLJD2CeRSAQ+fwD2rUtgUpr+P0chYKXDhDFpGWy5REREvQ4T3UREvYTVYsEu0Qhrs7EIE91Ee3TaK0vgDkYQiSoNLS52J2Ma212oul7sHmy+1mDjIbucfmyt9aLGKwPwYVJwBf7rfEV1rVXyYPyqGYuRuWb86/hRyLHokGPRItfctx4bHzx4ELxRDZ6rGrF7JIxtZdtRMmhgu89RYExMgnlXVY1qe8O2ndiSuR+u+moHbq99AnnRWtX+bSV/ximHTUVudha0mUUJiYEomWRbECdPOKvT5xGhIDPoQV7AhdyAG3kBF/L9LuQGXMgLuGCINrQakjXtf7+LhCMY6u76zzECAEMkBAMESJkjMLh4CMwaHSy7f5nlhv/ul1HQ5bEkktvTkNzOrvhZNb4qWgRnRItcmxUaSUxGaERERF2Gie69UBQF//3vf/Hyyy9j48aN0Gg0GDNmDK644gocc8wxyQ6PiCjGYrFgE9RNOsNOti4h2pPP11fD7kts1WBWtA4Puh6ChKbF4yIQ8YDpfBwxOAN3HzMKhel65Fl0kPtgkiHNakVOTjaqqqpjYxs3bd6nRHciKIqCit2J7gpvFB9tD+HrcjPCBZNxkutrzAyqe9o6bcNw4Cl/RZrFAm32IAhtNf8m6kEieUOxrrrrK6fTQj7kBlzYr2Y7jlaUdv39SZN1eH/xK3udl0hhXTow4FUUjjkSWkmEVhaglcQe+ffd7fGizh/CRM+vqvE/PA2LlGelW1s7jIiIqEdjonsPFEXBGWecgfnz56vGFyxYgAULFuDmm2/G9ddfn6ToiIjULGYz3Iq6UirqrmljNhEBDf/WJ5KkRPCg8yFkKXbV+BPG0zF49GQ8cMr+yLfq+3wV3dDBJepE9+YtmNXNMbg9Xizd5cH8shB+rYrsvi0hYUxoA270/Ec1NyIbMfisB2Ey6qHNKYEg8SM09Q6Dxk4Cvlnd5ddxaAxwaAwocWnbfczYEcPh/edXUCJhhEMhBMMhBIIhBEMNv0K7/xsMhlDncqPa4Uad04V6lxterxdaJQQtQtAqQZgVLyyKB1bFA0vUA4vS8EsDdesiOWBH8MW/YE3Nv2AcczSgt6I4w4hMU/vjThUujxe7tqzCVEW9iOaKuobPihbLvq1pQERE1BPwU/oePPXUU5g/fz50Oh0eeOABnHLKKfD5fHjiiSfw6KOP4u6778a0adNw8MEHJztUIiKYzSa4oi2+iHlqW59MRF3icu9rmBRepRrbYh6DWSedh2MPnACd2ZikyFLLkMEl+GnhLygqLMCQwSUYUjKo3cfWeYO46oOGn3FUaWovI6Cxu0zDSMsCzJb1mCvL6/BHhbpf8DGBH3CX63HooK5wzTnhRpgyCqDNGghRq35yhojab0jRcCjtrOgWtXqYR83o0HUC4QjWVbmxeLsdf5Q7sLjcgRU7nfCHm560gaIgS6nHk867MSa8MTasjXhh/vBKvLL8nxgwZiqsU8Yj05TXoTiSye3xwlT+k2psE/JRG2pIdJtNpmSERURE1KWY6G5DIBDAv/71LwDA3XffjQsuuAAAYLVacdddd6GmpgavvvoqHnzwQSa6iSgliKIIb4vWJaKvLknREPUMtx41FIFwFAqAxuLuxirvWDpEURpbd6N5AXjjb6NRBVU7yzHa8SsOX/626vyi0YbpFz8EbVYBFy5s5ozT/oJzzzoDRuO+J429wQheXbIjofEIShSXed/AZb434vaZxsyCdewsyLYCSKb0hF6XKNnGZxTilUNO6/R5gpEIdngdKPc4sN1jR7nHjlJXHVwR9QKO04aNhCh2/RMtOlnCuII0jCtIwwWTAYcvhJ1OP34rs2PpDgeW7nBg2Q4nagIZON96J5503Y3JoZVNxyOIc0rvxU21V+PDXQbcPEvGYYMzU6aFiaIoeOPtd/H1t99j9MgRuPTiC6HXqZ/qq3O4Mdq5SDX2m78w9nuzmYluIiLqfZjobsPPP/+MqqoqZGRk4Pzzz4/b/7e//Q2vvvoqfvjhB9jtdqSnp3d/kERELfhF9ZcW0W9PTiBEPcTfppd0+hzlu6rwh3spBv5yv2pcEUTknPoQZEsm5LTcTl+nN0mzpk5vWL0SwF2ux3B08Ke4fULeKGQdfxMkkw2a9PwkREfUtfqZ03GmeUKXnb/SYcd3q1ZhbdUOOBDEYSXDu+xae5Jm0CDNoMGgTCOOGJKFGk8QoUgUW2q9+GTVTvz193/iXt+TOCLY1M9agwjuc/0Ld6714ohSF8YVWLH46oNTYm2F335fgn899hQAYMXK1cjIyMA5Z6pvWKxduwxHRtRrtaysa0qGm81sXUJERL0PE91tWLBgAQDgkEMOgVYb35Nt2LBh6N+/P8rKyrBw4UIuTElEKSGoMQPNnsSXA/XtfkSYiDpm8+YtKFx0J6SgSzWePuNKGPqPg6DRQTLZkhQd7Ul2pBbPuO/GiNCmuH1iyXToj7oOsjkDmqzi7g+OqBfITUvHqdMOQmV1HcwmA0z65Lb+0ckSitINKLDqUecNwqyTMTjLhMKdv2LeyoMgpplwmPvb2HwRCm71PAOr4oYn56qUSHIDwHc//Kja/u33JapEdyAYgrL5B9WcnUIWdnqbvv4z0U1ERL0RE91t2LixoU/bmDFj2pwzduxYlJWVxeYSESVbSKOukhTDfgTcDugt6ckJiKiHcLncHVqYy+50QfrhIRhq16rGN2AAZh5yHjRpuZAsWYkKkwBYdDKuO2wwFCiodAUAqFvKAE1tZdoa9TodyK1fhXO33A5TqMVaBoKAjKP+hsCQWRAkGdrcwRC6odUCUW+Wm52R7BBURFFAllmHLLMO7kAYfzl5Nr7/7DwstY7BoAEWDNj2oWr+37yvwOdNg6LsnxLFAytXr1FtV1ZVqbZdbg9K6haqxhaFitF8tQILW5cQEVEvxER3G8rLywEAhYWFbc4pKCgAAJSVlXVLTEREe6MYbUCLttz++l1MdBO1YcWDJ8NVVw2fz4eMDBskSdqn48MBHzK2qavmqkJ6lE+4BPp+Y1IiIdLbaHy1OG35NQCAYPOF5fZBJByEecciiJGAajwk6lB0+sMwDp6Cqtp6aDIHQJDjn+wjot7DrJMxfnAhjjt6Jj6Y/zEGnHASjKPSkb36JfW8lW8gXH89NBltfz9sr/VrV+H3Z//aoWMVAIfpAzhMVY+1Ca9efVjTnGgEE0KlquOW2ZsS23q9HhqNpkPXJyIiSmVMdLfB7XYD2PMjXY37PB5Pm3MmTpzYrutt2bIFAwcORFWLu/FE7VFdXZ3sEChFKJIBUVEDMRqKjVVvW4+gPjOh1+FrjrpbV7zmQqEQhPVfwhZywwYA9ft+jpZpgjAkPFkxCmcNHcO/J13EV70dmg2fA4j/+XdGZVCP+qnXIrNwEvwhDZyCFaLbB4mfzagb8P0i+Y6ddSTmf/wJPv/8U+RfcCGiWhNylz4NAAjLRgin/Bf1YQ2QgPeE8vJt2L/++06fR8XX9q56MQ1l9qZtk8nI1xx1O77mqLsl6jUXiURYvNKD8DnMNgSDDSuEt9afu1HjXXCv19stMRER7Y3ZYkZYq25fEnHxQyVRa1557U0obTS56Ki3HCOxLWDB8GFDEnpe6lprfWm4vXwC+k89CdqsAdCk50HU87F+or6kID8PU6dMRjAYxAfvvYfqQSdi56TrEJEN2HHwXdgYSEcwFE52mB2yLm0SmrctMZv4/kZERL0TK7rb0JjgDgQCbc5p3KfT6dqcs3jx4nZdb+LEiRBFETk5OfsQJZEaXz+Um5uLQKkVWjT1nNWG3F322uBrjrpbIl9zl108F6XX3Jqw8200jscXm6woKizAsKFDE3ZeUvtj/XLoE3i+pcIIPLEjG5JWh/3GjYMsq9vX8H2OuhNfb8l10QXn4qeFv6CysgLffP0VZs46Gp6CyYjq0zF6yEAUFuQnpKrP2o0LQfqgRWTEicDv78TGMjJsyM7OBsDXHHU/vuaou3X2NSdJEqLRjrXLo+7HRHcbGtuSNLYwaY3L5QIAmHhHnIhShMVixh/CcFjSh8AV1UK25uDPE45LdlhEKclqtSAy8TysWbsa4bC6Sq+oMB85u5MAe1O6bTv+KHfjo5URAMDYMaMSHis1+fTbn1FsPkQ1VliQh9x9/BJTWV2Lz1ZW4LuyKAABQwYWxyW5iahvGTF8GA6YuD9+X/wH/liyGAOKi1FUWIRjDtkPWZm2hF0nO78fvh90XoeOraquQTQSiRu3Wi0wGo2qMUFrwpgZp0FYuVE912Lp0LWJiIhSHRPdbSgqKsKSJUuwY8eONufs2rUrNpeIKBVYLRbcv7SxSWMQA4szMbeILRSI2jL+kschrVqNS//6NwSDTb3theVVeOCeK3DoIQft9Rw3nnIGdux0xLbHjh7dJbFSg6uu+QdOP2cdKiorY2PyqjrMe/YOjBg+rN3neeee+/Fd2S40Ps4/ZHBJokMloh7onDNOw++L/wAAfPrxRwCAguw0zDj80IRdo7h4EM69dd4+H1dRWYXj/zSn1X1nnnY8zr3iklb3fb9wqWrbwkQ3ERH1UuzR3Yahux85XrlyZZtzVq1apZpLRJRsFov6UVjn7idPiKhtY0ePwm0336AaUxQFN992F9asXb/HY2tq67Bj5071+VjR3aUsFjNuv+UGVfuAcDiM/7v9bvj9/nafZ+OmzartwSVMdBMRMOmACRg2tKFIIBAIIBAI4OVXX4eiJHZNh45YtXpNm/sq97BIZsvPg1YrE91ERNQ7MdHdhkMOaXgkdsGCBbGFKZvbsGEDysrKIEkSDjpo79VeRETdoeWjqG5X2+2XiKjJkUcchssuvlA1FggEcM11N6KiorKNo4CVq1artk1GIwYNLO6KEKmZ/fcbh3PPOl01tq1sOx594pl2HR8OR7Bla6lqbMjgQYkKj4h6MEEQcPYZp6rG1q7fgN+X/JGkiJqs3EOiu6JyD4luZ4tENyu6iYiol2Kiuw3Tpk1Dbm4u6uvr8eKLL8btf/zxxwEAhx12GDIyMro5OiKi1rV8FDUQDCIQiL9ZR0Txzj3rdJxw3NGqsdraOlx97Q1wezytHrNipTrRPXrUSEgS+zx3h4suODeuVcm7H8zHDz/+vNdjt5eXq1rVAMAQVnQT0W6HHzodhQUFqrGXX30jSdE0Wb1mbZv7KivbvinralHR3fIJQCIiot6Cie42aLVaXHPNNQCAG2+8ES+//DJcLhcqKytx66234sUXX4Qoirj++uuTHCkRUZPWKnRafrkhotYJgoDr//E3TJwwXjW+ectW3HDzbViydFncr5YVfmNGj+zOkPs0WZZx1203Q6/Xq8bvuu9B1NTU7vHYlm1LsrOykJ6elvAYiahnkmUJZ57+F9WYJElJLR4IhUJYt25Dm/trauviFlZu1LJ1SZrVmtDYiIiIUgUXo9yDyy67DIsWLcIHH3yAyy67DJdddplq/x133IEpU6YkKToionhmsyluzOlyISsrMwnREPU8Go0GD9x9By645ApsLd0WG//lt8X45bfFez2e/bm7V/9+RfjH1Vfgrvseio3Z7Q7cfvd9eOzh+yGKrdd0tEx0cyFKImrpuGNmYd6Lr2LihPE46/Q5SX+f2LhpCwKttNRsFI1GUV1Tg/y8vLh9LVuXcDFKIiLqrVjRvQeCIOCVV17Bo48+ivHjx8NkMiE9PR3Tp0/Hu+++i6uvvjrZIRIRqciyDKPBoBpjRTfRvrFYzHjkwXthS0/fp+MEQcDokazo7m4nHHcMDpt+sGrsl98W48133mvzmLiFKNmfm4ha0Ot0eO/NV3DHLTcmPckNAKvWqPtz9+/XL+6JloqK1vt0t/wsaGXrEiIi6qWY6N4LQRBw4YUX4scff0RlZSXKy8vxySefYObMmckOjYioVRarukrH5eaClET7qrAgHw/ffzd0Wm27j5k0cQL7niaBIAi48bq/IzsrSzX+xNP/iUtoN9q4eYtqe2gKJLGIKPW0TCQn06rV6v7cY0aNQF5ujmqsopU+3f5AIK4S3MrWJURE1EuxdQkRUS9jtZhRWdlU0eN0MdFN1BFjRo/Evx68B489+W9UVrVeJQc0JFrHjRmNq6+4tBujo+bS09Jw2/9dj8uv+kdsLBQK4aZb78QJxx2jmhsOh1FVVa0aG1zCim4iSm2rVqsrukePHoma2jqUbiuLjVW2eG8DAJcz/sk+q8WCYDCQ+CCJiIiSjIluIqJe5tyzzoDX64PVYobFakHJoIHJDomox5o0cQL+9+JzyQ6D2mHSxAk487Q5ePX1N2NjW0u34bEnn9njcRqNBgP69+vq8IiIOsxud2B7+Q7V2OiRI+IWp2ytorvlQpQAYDabUVfHRDcREfU+THQTEfUyR804PNkhEBElxaUXnY/fFi/Bho2b2n3MoIHFkGV+JCai1LV6jbptiU6nw+CSQcht0bqk+RN9jVwtnuwzmUyQZSnxQRIREaUA9ugmIiIiol5Bq9Xirttu3qe+utMPntaFERERdd7KFm1LRg4fBlmW4xPdrbTZcjidqm0uRElERL0Zy1eIiIiIqNcYWDwA/37yEbz59nuwOxxtzpNEEePGjsGZp83pxuiIiPZdy4UoR48aAQCtLEbZWkW3unWJxWKJm0NERNRbMNFNRERERL3KqBHDccctNyY7DCKiTotGo1i9tkWie2RjojtXNe5yueH2eGA2mWJjLRclt1qZ6CYiot6Lie4kqKqqQk1NjWosEAhAq9UmKSIiIiIiIiJKNdvKtsPt9qjGRo8eCQDIycmOm19ZWQVzs4XInXGtS5joJiKi3ouJ7iR47rnncO+998aNZ2fHf1AhIiIiIiKivqllf+6cnGzk7P7eqNfpYEtPR73dHttfWVWNkmaJ7paLUbJ1CRER9WZMdCfB3LlzMXv2bNXYnDlzWNFNREREREREMataJLrHjBqp2s7LzVEluisqK1X7nS16dKexdQkREfViTHQnQU5ODnJy1AuH6HQ6iKKYpIiIiIiIiIgo1bRciHLU7v7cjXJzc7F2/YbYdmWLBSm5GCUREfUlzKwSERERERERpRiv14fNW7aqxlpWdOfmqttftkx0O53qRLfVYk5ghERERKmFiW4iIiIiIiKiFLN23XpEo9HYtiRJGD5siGpOXm6uaruiZaK7RUW31WpNcJRERESpg4luIiIiIiIiohTTciHKoYNLoNfrVWN5ueqWmC0T3VyMkoiI+hImuomIiIiIiIhSzOo1LfpzjxoRN6dloruyqipWBa4oChxOp2o/W5cQEVFvxkQ3ERERERERUQpRFCWuortlf24AyM1RJ7rD4TDq6u0AAJ/Pj0gkotrPim4iIurNmOgmIiIiIiIiSiEVlZWora1TjY1uJdGdmZkBWZZVY5WVlQDi+3MDQBp7dBMRUS/GRDcRERERERFRClm1Wt22JM1qRb+iwrh5oigiJydbNdbYp9vZom2JIAgwmYwJjpSIiCh1MNFNRERERERElEJWtWhbMmrkCAiC0Orc3BaJ7srdie64hSjNZogiUwBERNR78V85IiIiIiIiohSyskVF9+hWFqJslJebq9qOVXS3aF1itbI/NxER9W7y3qcQERERERERUSKUl+/A9f93+x7nbNq8WbXd2kKUjfJy1QtSVjT26G7RuoQLURIRUW/HRDcRERERERFRNwkEg1i/YeM+HTNq5J4qulsmuhsrutWtS6xMdBMRUS/H1iVEREREREREKWpg8QBYLOY29+fmqBPdlVWNPbrZuoSIiPoWJrqJiIiIiIiIUpAgCDj3rNP3OCc3T92ju66uHoFAEE5ni0Q3K7qJiKiXY+sSIiIiIiIiom6Sk52N22+5ca/zBABDhwxGyaCBe5zXsnUJAFRVV8ctRrmnqnAiIqLegIluIiIiIiIiom5isZhxzMwjE3Y+s8kEk8kEj8cTG6usrGqldYk1YdckIiJKRUx0J0FVVRVqampUY4FAAFqtNkkRERERERERUU+Vl5uDzVu2xrYrKivhiGtdwopuIiLq3ZjoToLnnnsO9957b9x4dnZ2EqIhIiIiIiKiniw+0R1f0W1hj24iIurlmOhOgrlz52L27NmqsTlz5rCim4iIiIiIiPZZXq56QcqGRLdbNZbG1iVERNTLMdGdBDk5OcjJUS8YotPpIIpikiIiIiIiIiKinio3R/10cEVFJRejJCKiPoeZVSIiIiIiIqIeLDdPXdG9ectWKIqiGrOydQkREfVyTHQTERERERER9WB5ueonhmtqa+PmWNm6hIiIejkmuomIiIiIiIh6sNwWrTFbkiQJBoO+m6IhIiJKDia6iYiIiIiIiHqwnOwsCILQ5n6rxbLH/URERL0BE91EREREREREPZhGo0FWZmab+61W9ucmIqLej4luIiIiIiIioh4uNye7zX1ciJKIiPoCJrqJiIiIiIiIeri8vLb7dFuY6CYioj6AiW4iIiIiIiKiHi43N7fNfWxdQkREfQET3UREREREREQ9XF5u2xXdbF1CRER9ARPdRERERERERD1cbs6eWpeYuzESIiKi5GCim4iIiIiIiKiH22NFt9XajZEQERElBxPdRERERERERD1c3p56dLOim4iI+gAmuomIiIiIiIh6uPT0NOi02lb3Wdijm4iI+gAmuomIiIiIiIh6OEEQkNtG+5I0ti4hIqI+QE52AH1RVVUVampqVGOBQADaNu6+ExEREREREe1Nbm4OyraXx41zMUoiIuoLmOhOgueeew733ntv3Hh2dnYSoiEiIiIiIqLeoK0FKa1sXUJERH0AE91JMHfuXMyePVs1NmfOHFZ0ExERERERUYfl5rSe6LZYmegmIqLej4nuJMjJyUFOiw8gOp0OosiW6URERERERNQxrVV067Ra6HW6JERDRETUvZhZJSIiIiIiIuoF8nJz48YsbFtCRER9BBPdRERERERERL1AbisV3Va2LSEioj6CiW4iIiIiIiKiXiA3JztujAtREhFRX8FENxEREREREVEvYDAYkJZmVY2xdQkREfUVTHQTERERERER9RIt+3SzdQkREfUVTHQTERERERER9RIt25ewdQkREfUVTHQTERERERER9RIT9h+v2t5v7OgkRUJERNS95GQHQERERERERESJMfuEY1FWth3LVqzEQVMPxCEHH5TskIiIiLoFE91EREREREREvYTBYMD11/4t2WEQERF1O7YuISIiIiIiIiIiIqIejYluIiIiIiIiIiIiIurRmOgmIiIiIiIiIiIioh6NiW4iIiIiIiIiIiIi6tGY6CYiIiIiIiIiIiKiHk1OdgB9UVVVFWpqalRjgUAAWq02SRERERERERERERER9VxMdCfBc889h3vvvTduPDs7OwnREBEREREREREREfVsTHQnwdy5czF79mzV2Jw5c1jRTURERERERERERNQBTHQnQU5ODnJyclRjOp0OosiW6URERERERERERET7iplVIiIiIiIiIiIiIurRWNGdIsrLyxEKhTBq1Khkh0I9UCQSAQBIkpTkSKiv4GuOuhtfc9Td+Jqj7sTXG3U3vuaou/E1R90tUa+5zZs3Q6PRJCIk6gZMdKcIo9EIr9eLaDTapdeJRCKor6+HzWZLuX9gUjk2ILXj27p1KwBg0KBBSY4kXir/3FI5NiC14+NrrmMYW8fxNdcxjK3j+JrrGMbWMan8egNS+2fH2DqGr7mOY2wdk8qvuVT+uQGpHV8qx5ao15xGo4HRaExESNQNBLfbrSQ7COo+a9aswaRJk/Dbb79h5MiRyQ5HJZVjA1I7vokTJwIAFi9enORI4qXyzy2VYwNSOz6+5jqGsXUcX3Mdw9g6jq+5jmFsHZPKrzcgtX92jK1j+JrrOMbWMan8mkvlylvCIAAAnaJJREFUnxuQ2vGlcmyp/JqjrsMe3URERERERERERETUozHRTUREREREREREREQ9GhPdRERERERERERERNSjMdFNRERERERERERERD0aE919TFZWFm644QZkZWUlO5Q4qRwbkPrxpapU/rmlcmxA6seXqlL558bYeqdU/tkxtt4plX92jK13SuWfHWPrnVL5Z8fYep9U/7mlcnypHBv1TYLb7VaSHQQRdQ5XE6buxtccdTe+5qi78TVH3YmvN+pufM1Rd+NrjrobX3N9Eyu6iYiIiIiIiIiIiKhHY6KbiIiIiIiIiIiIiHo0JrqJiIiIiIiIiIiIqEdjj24iIiIiIiIiIiIi6tFY0U1EREREREREREREPRoT3URERERERERERETUozHRTUREREREREREREQ9GhPdRERERERERERERNSjMdFNRERERERERERERD0aE91ERERERERERERE1KMx0U1EREREREREREREPRoT3URERERERERERETUozHRTUREREREREREREQ9GhPdRERERERERERERNSjMdFNRERERERERERERD2anOwAiHqy66+/Hjt27Eh2GERERERERESU4goLC3HfffclOwyiXouJbqJO2LFjB3bu3Il+/folOxQiIiIiIiIiSlHbt29PdghEvR4T3USd1K9fP7zxxhvJDoOIiIiIiIiIUtSpp56KSCSS7DCIejX26CYiIiIiIiIiIiKiHo2JbiIiIiIiIiIiIiLq0ZjoJiIiIiIiIiIiIqIejYluIiIiIiIiIiIiIurRmOgmIiIiIiIiIiIioh6NiW4iIiIiIiIiIiIi6tGY6CYiIiIiIiIiIiKiHo2JbiIiIiIiIiIiIiLq0ZjoJiIiIiIiIiIiIqIejYluIiIiIiIiIiIiIurRmOgmIiIiIiIiIiIioh6NiW4i6lalpaWQZTn268cff2zXca+88orquGS78cYbMWrUKIwaNSrZocRJ5diIqHeJRqO44447UFJSAovFgkcffRRPPfVU7D1ox44dyQ6RqMP4+m6d0+nEDTfcgOHDh8NkMqGoqAhnnHEGVq5cmezQqIudf/75qs/jrf2y2WyYMmUK7r//fni93lbPc/jhh+/1PM1/3X777XExHH744e2KufEcL730UkJ+BpR6Gt+Tb7zxxmSHQkQpgIluIkqq9957r13z3n///YRfu7S0FLfffjsee+yxfT62oqIC69evx/r16xMeV2elcmyUHJ39kvfLL7/gwgsvxIgRI2C1WmE0GtGvXz8cd9xxeOGFFxAIBNp1ns2bN+OWW27BlClTkJ+fD6PRiKKiIkyfPh333XcfKioqOhQfJc+zzz6LO+64A9u2bYPP54PD4UBNTU3sPSgUCsXmduY9N5EcDgeMRiOuvfbabrneunXrIMsynnrqqW65HiUOX9/xqqurMXnyZDz44IPYtGkTAoEAKioq8Oabb2Lq1Kn48ssv2zx2wYIF+Mtf/oL+/fvDYDAgJycHM2fOxLvvvtslsVJyuFwuLF68GDfddBOmTp2Kurq6ZIeUNB9++CFuv/12fP/998kOpVdrfE/m50giApjoJqIke//996Eoyh7neDwefPXVVwm/dmlpKe688048/vjjCT83UW+gKAquueYaHHTQQXjxxRexceNGeL1eBINB7Nq1C59//jnmzp2LSZMmYcuWLW2eJxKJ4IYbbsDo0aNxzz33YPHixaiurkYwGERFRQV+/vln3HzzzRg+fDgeeeSRbvwTUmc1vjefccYZcDgcuPXWW9ucmyrvua+++iqCwWC3Xe/555/vtmtRYvH1He+iiy7Cxo0b0a9fP3z++edwuVxYuXIlZs6cCZ/Ph7POOgv19fVxxz388MM4/PDD8d5772Hnzp0IhUKoq6vDN998gzlz5uCcc85BNBrtsrgpsQ455BCEw+G4X36/H5s2bcLNN98MURSxatUq/O1vf2vzPGeffXar52n5a09/91LZhx9+iDvvvBM//PBDskMhIuozmOgmoqQpKSlBeXk5fv311z3O+/zzz+Hz+VBSUtJNke3dvHnzYh++U00qx0Y9yz333BNL2syaNQtff/01KioqUF9fj6VLl+L222+HzWbD6tWrceyxx8Lv98edIxwO45RTTsGDDz6IUCiEww8/HO+88w527NgBr9eLbdu24eWXX8aECRPgdrtx7bXX4q9//Wt3/1Gpg+x2O4CGx9BNJhMA4NZbb429BxUXFycvuFYsXrwYd9xxR7dd7/PPP8fTTz/dbdejxOLrW23ZsmX46KOPIEkSPvjgA8yYMQMGgwEjRozAe++9h2HDhqG2thb//ve/Vcf9+uuvuOGGGwA03DRYvXo1PB4PVq1ahcsuuwyCIOB///sf7r333i6LnbqHLMsoLi7GbbfdhnPPPRcA8NZbb8Hj8SQ3MOrVGt+T582bl+xQiCgFMNFNRElz0kknAcBeH1ltbFvSOJ+Iup7b7cZ9990HALj44ovx8ccf49BDD0VWVhYsFgvGjBmDm266Cb/88gusVis2btyIl19+Oe48N954I+bPnw9BEPDwww/jyy+/xEknnYTc3FxotVoUFhbi9NNPx6JFi2JVX88880xcooSoo7799ltcfvnlmDBhAqZMmYLa2touvd57772HuXPnYuTIkTjuuOPa3dqHqCO68/X9zjvvAABmzpyJcePGqfbpdDpceeWVAOLbzT3xxBOIRqM4/PDD8dJLL2HYsGHQ6XQYPnw4Hn/8cdx1110AgIceeqhbn7agrvWXv/wFABAKhbBhw4YkR0NERH0FE91ElDQnn3wygD333w4Gg/j000+h0Whw3HHHtTlPURS89NJLmDFjBnJzc6HT6WCz2TB58mTcd999cYvhyLKMGTNmAAC2bdsWt8hl40I37777Lmpra3HWWWchIyMD559/PgDgpZdeilsI55ZbboEsyxg7dqyqb2ej+++/H7IsY9SoUe1KfDSPob6+Htdccw1KSkpgMplQXFyMuXPnorS0NO641mIDmhb++emnn+Dz+XDLLbfEFpIqKCjAWWedha1bt8bmV1RUQKvVQpZlLFiwoM04hw4dClmWY0lR6h0WLlwIn88HAHtc3KekpATnnXceAODrr79W7VuxYkWsFcm1116Lq666qs3ziKKIBx98EHPmzInNr6qq6tSfgbrO7bffrnpvuOCCC2ILhn3//feQZVn1FM7e3nM7am/v1QDw8ccf49lnn8Xy5cs7fb32ePXVV/HCCy8wsdOD8fXdusb2C7NmzWp1/8yZMwEAS5cuhcPhiI1/8803AIALL7yw1eOuuuoq6HQ6uFwuLFu2LIERUzIVFhbGft/a5+JU9OCDD0KWZYwfPz5u34IFC2J/t6+//vq4/TfeeCNkWcaECRNin8UbCwDuvPNOyLKs+ru7N1u2bMHll1+OESNGwGKxwGg0ori4GKeeeioWLVqkmvvAAw9AlmUMGTKkzfM1xq/VauMW0l27di3OP/98DBw4ECaTCYMHD8bpp5+OpUuXtnquxu8UixcvxtatW3HiiSfCarWqFg3d1+9mzY978cUXMXXqVKSlpSE3NxennHIKVq9ejYqKirj33+bxNF+LprS0FLIsY9iwYQCAlStX4pRTTkFBQQGMRiNGjRqF+++/v80nYMvKynDhhReif//+MJvNGDNmDB555BFEo1FcdtllXOCUKIUx0U1ESTNy5EiMGDECpaWlWLJkSatzvvrqKzidThx22GGw2Wxtnuuss87CBRdcgO+//x61tbWIRCJwuVxYsmQJbr75Zhx55JEd+pDtdrtxxBFH4PXXX4fT6dzj3JtuugnDhg3DmjVr8NBDD6n2bdu2DXfffTcEQcB//vMf6HS6dsdQXV2NKVOm4PHHH8e2bdsQCARQXl6OF154AePHj4/7sLs3fr8fRx55JO65557YQlJVVVV4/fXXMXXqVGzfvh0AkJeXhwMPPBAAMH/+/FbPtXTpUmzZsgWCIOC0007bpzgotTXvsWo2m/c4d9asWfjTn/6E4cOHq8YffvhhKIqCfv364bbbbmvXdR9//HEYjUb4fD48+eST+xw39U17eq/+5z//iWXLlsV+nXDCCV0ay6OPPqq63sSJE7v0etT7pcrru/HmzdixY1vdX1xcjLS0NCiKgo0bNwIAnE4nqqurATR87muNXq9HWloagIY/K/UOu3btiv2+X79+SYyk/Y488kgAwKpVq+Kejmj+efunn36KO/bnn39WnaMzlixZggkTJuDZZ5/Fxo0b4fP5EAwGUV5ejnfeeQeHHnqo6rP5n//8ZwDA1q1bsXLlylbP2VhYNH36dNVNiLfffhv7778/Xn75ZWzfvh2BQAClpaV46623MGnSJDz77LNtxrlr1/+zd+fxTVXpH8e/6ZqkLUsbimwpUrYibriMo6gj4464w1inKoo4buNsOs6I+/hzFB1HHJ1RcUVUXHBjFHAZBldERQQkLaBCQQolFArd0iX390cnkdqktMlNb9J+3q9XXmruuec+bY839z459zllOvbYY/Xmm2+2SlxHcm/m9/t10UUX6dJLL9XSpUtVXV2t7du369VXX9WRRx4Z8vfeHh999JGOPvpovfrqqyovL1d9fb1KSko0bdo0XXTRRa3af/bZZzr44IP11FNPafPmzaqrq5PH49F1112niRMnsp4AEOdIdAMW2LFzZ5d4meGss86SFL58yWuvvdaiXShvv/225syZI6m5duZ3332n6upqffvtt7rxxhslNdeH3POCsLGxMTj7NC8vL2xN61tvvVVbt27Vo48+qg0bNmjmzJlh40hPT9fDDz8sm82mO++8s8XifNdcc41qamp01VVX6aijjgrbRyg33nij1q9frzvuuEObN29WZWWlXnnlFQ0aNEi7d+9WYWGhdu/e3aH+1q1bp9mzZ2vnzp36/vvvdeedd8pms2nbtm26//77g20Ds+7nzZsXsq/A323s2LHKy8vr0M/VmXz19V3i1Zncbnfw3/dW8/CEE07Qiy++2KI2rN/v17///W9JzbMh09LS2nXcnJyc4KzucF+wxIttVb4u8YpEoE7xMcccI6l5wcW2Fgxr7zk3Um2dq/fZZx+NHj06+OrVq5dpxw3F7Xa3OJ7T6Yzp8WKlcde2LvGKBOO7tZqammDib+DAgWHbBbaVlpZKklJTU/Xss8/q2Wef1b777htyn++//z74BE+4NvFgW11Vl3h1lkBi9Sc/+Yn69evXaceNxoEHHqjc3FwZhtEqqfrxxx8H/33ZsmXBp94kyefz6fPPP5fUfE100UUXqbGxURdeeKEk6aabbupQDenf/OY32r17tw488EC999572rFjhyoqKvTOO+9o9OjRampq0k033RRsP2TIEB100EGSQl87GYYR/Hv88pe/DL6/YsUKXXTRRWpoaNCECRO0bNky1dTUaM2aNbryyitlGIauuuqq4MK8P3bNNdfIbrfr+eefV1lZWTCmSO7NpObJDs8991zwSdHNmzdr165dmjt3rnr06BH2qZC2VFdXq6ioSIcffrg+//xzVVVV6csvvww++frCCy9oxYoVwfa7d+/WxIkTVVlZqcMOO0wfffSRqqurtWbNGl1yySV6/fXXgz8bgPgU/TN1ADrslNPPtToEUyx5/929N9qLs88+W3feeadeffVV3XnnnS22NTU1ad68eUpKStIZZ5wRtozB/PnzJUkTJ05scdHndrt166236pNPPtF7772nkpKSDse3adMmffTRRzr88MPb1f7oo4/WpZdeqpkzZ+rqq6/WW2+9pVdffVVvvvmm8vLygnUoO2Lnzp264447Wjwmefrpp2vUqFE6+OCDtWnTJj399NO6+uqr29Xf559/rvfee0/HHnuspObZun/84x/19ddf69lnn9XXX38dbHv22WfrD3/4g7755ht9/fXX2m+//Vr0FeqiOR4tWNSxWe/x6oyTju20Yx122GEaMWKESkpKdN111+mjjz7S5MmTdfzxx8tut+91/5UrVwYfXf9xGZ29Oe644/Tkk0/q66+/1s6dO2OemIxUv9vfszoEUzROP9XqEKLW0XM19u6b3yZGYmpvRjyR+Aszx8P43nOmdVZWVth2gUU7A+0dDkfwy8twAtc3BxxwQFwnuvu9+BerQzBF44V3x6zvwGzgp556So888oicTmebT2fNmjUr5Poee3r33Xf1s5/9zORIQ7PZbMGnJxYvXqwzzjgjuG3JkiXKzMzUvvvuq5UrV2rp0qXBa+mlS5fK5/PJ6XRq7NixUcWwY8cOLVmyRFJzKayCgoLgtuOOO04PPfSQjj322Fb3NWeffXZwwdhp06a12Pbpp59q06ZNstvtOvvss4Pv33zzzaqvr9cxxxyjV155RTabTVJz4vyBBx5QRkaG7rnnHk2bNi3kTPXt27dr5cqVrSa7RHJv5vP5gveC99xzT4uFyc844wy53W4dccQR7fgNtrRlyxaNGDFC//73v4OTLvbff3+9+OKLGjx4sKqqqvT1118Hn1R55JFHtGnTJuXl5entt98Onu+GDBmiRx99VBUVFcGJWADiEzO6AVjqoIMOUn5+vtauXdvi23SpuZac1+vV2LFjlZubG7aPwsJCvfDCC2FLI/Tp00dSZPUBDzvssA7fWN51113q16+f3n77bT3++OMtFtjbWwmIUHr16hUyiT106NDgzIaOXHAdd9xxwQvzPR155JGS1GIhqIEDBwZ//h/Puli1apVKSkqUnp4efGQSXUdKSoqeffbZ4Oy81157TWeeeaZcLpdOOukk3X333frss8/U1NQUcv896z8G6iO21/DhwyU1z0DavHlzhD8BupNIztVAooiH8b3n2iJtPaET2Bau/u6edu3apQsuuEDPP/+8kpKSIpoMAGvsWa96z1dGRob2228/3XPPPRo6dKg++OCDkPWu41mg3v6eM7qLi4u1fft2/eQnPwkm3ffcHvj3Y445pkPlCUNJTU3VCy+8oJdffrlFkjsgcF/z46dGAtfiX3zxRasa3IEnMCdMmKAePXpIav7/L5CQvvvuu4NJ7j3ddNNNysjI0LJly4JPaezptNNOC/lEZyT3Zu+++64qKirUp08fXXHFFa32OfjggzV+/PiQ/e3Nn//851bnrV69egXLKe157xNYdPe3v/1tyC/1AjPSAcQvEt0ALBeufEl7ypZI0uGHH65zzjmnVTJt27ZtmjNnTvAiLhKHHHJIh/fp2bOnHnjgAUnSr371K23atEmTJ0/WiSeeGFEMxxxzTNgEeWDhpx9/SdCWQN3tHws3SzdQvuTHie5XXnlFknTqqafG7YxbROeggw7S8uXLdf/99+uII45QSkqK6urq9N5772natGn66U9/qn79+ukPf/hDsLZ7wM49yhsFaq+2157td5pUJgldWyTnaiBRxMP43jN519aC2nV1da3a/5jf79cTTzyhgoKCYJL7/vvv16mnJv7TJfjBhg0bgiXMwrnwwguDpX7CvTprNndAYOby8uXLg0+mBcqWHHnkkTr66KMl/VCTW/oh0R3ptf6eMjMzdc455+jMM89s8X5DQ4OWL1+um2++OeR+w4cP1+jRo2UYRquSg4F7qvPPPz/43pdffqmmpiZlZGRozJgxIfsMLNooSatXr261Pdx+kdybBdZrGjt2bNjFfENN1GmP9t77NDQ0BBf2DTfuDjroIO57gDhHohuA5QKP0AXKYEjNMzlfe+012Wy2vSa6peYbq+eee06XXHKJjjjiCLlcLvXr109FRUXBi9RItLUAZlvOOussnXbaaZKak3b33HNPxDHsWSv5xwKzKHbs2BF2Zm24fdorkOj+/PPPW8yuDSS6471sCaITeKLgww8/VHl5uV599VVdc8012n///SVJFRUVmjFjhg477LAW9SsDj69L7ZvZt6c9a84HZh4BbYn0XA0kgngY33t+4d7WuiCBkiXhvqD//PPPdcQRR+iyyy7T1q1bte++++rdd9/VlVdeaW7AiKljjjkmZFK6oaFB33zzjW688UbV19frlltu0ezZs60Ot0P69++vUaNGye/3BxPYeya6A6VJPvnkEzU1Ncnv9wcXqjQj0R2wcuVK3XrrrTr11FM1fPhwZWVl6dBDDw3OOA4lcE+15+SUL774Qt99951ycnJ08sknB98PlISsrq5Wenp6yBn6KSkpWrp0qSQFF5XdU3Z2dthYOnpvtnXrVklqsVDmj7W1PkBb2nvvU1FREZxl3lYcbW0DYD1qdAMWmP9G+AuU7ujwww+X2+3W6tWr5fF4VFBQoE8//VTff/+9Dj/88L1e1KxatUpnnHGGNmzYIKn5cbhDDz1UBQUFOvTQQ/XKK6/o9ddfjyi25OTkiPbz+Xz65ptvJEmVlZVavny5jjvuuIj6Sk1N3Wt8hmHI7/e3K95wsyTCycvL06GHHqrPP/9c//73v3XZZZdpzZo1WrVqlXr37p0QM7BOPi70TA50TI8ePTRhwgRNmDBBkrRmzRo9+OCDevjhh+X1enXuuedqzZo1yszMDD6WKjUvSjZ69Oh2H2f9+vXBf99nn31Mi99sZTf/3OoQ8D+RnqsRXv79ZVaHgP+Jh/HtdDqVk5Oj7du3a9OmTW0uLCmFTkjdeeeduu2229TU1KQePXro+uuv129+85t2rfsQD8om3bT3Rt2czWZTXl6ebr31Vnk8Hs2dO1cvvfSSioqKTD1GrPc7/vjjtXr1ar3//vsaP368PvnkEyUlJemII45QVlZWcA2TwBOVu3bt0qBBgzRy5MiIYvuxP/zhD3rggQdkGIZSUlK033776ZxzztEBBxyg/Px8nXfeeSH3O/fcc3X77bfrv//9r3bv3q2srKzgxJRJkya1uKdo7wSZgFCTFsKdmyK5N/P7/XuNISkpsnma7b33aU8M0cQBoHOQ6AYs0JvHnVo588wz9cADD+iVV17RtGnTgrO79zab2zAM/eIXv9CGDRt04oknavr06a0Sau+91/kLxt1xxx3yeDzKzc1VeXm5rrrqKn355ZcR1e37cUmIPQXq5WVlZbWZEI/W2Wefrc8//1xvvPGGLrvssmCZmXPPPbfNWp3xIj0BYow3ixYtUnV1tQ477DD17ds3ZJvhw4frgQce0JgxY3TppZeqvLxc8+bNU2FhoQ4++GClpaWpvr5eH374YYcS3f/5z38kSSNHjpTL5TLl54mFPpnR1eEE4llKjz57b4RuZcSIEfr444+1YsWKYPmGPa1fvz442/vHJQuuuuoqPfLII5Karx3+8Y9/tPhCNBH0sXd8nZXu7Pjjj9fcuXODyU6zBJ4WqK6u3mvbSJ8QO/744/XAAw/ogw8+kNfrVUlJiQ466KBgzeaxY8eqpKSkRZ1us2ZzP//885oxY4YcDodmzJih8847T06nM7h9z8kAPzZq1CgVFBTI4/FowYIFmjhxYvCeas+yJdIPs7H322+/YLkOM0R6bxaIp621WcrKYvsFbO/evWWz2YJrxISbsR7rOABEh6+iAMSFwKN2gVkHgW/595boLi4uVklJiZKTk/XCCy+ETKZ5vV6To23bihUrdO+998rpdOr999/X6NGjtWbNmuBK4h21ZMmSsAtpLly4UJKCK4XHSmCBm0WLFqmqqirsRTO6juuuu05nnnmmFixYsNe2F110UfAGMnBD63A4grUUn3jiiTb3f/XVV7VlyxZJzU9APPfcc5IULP8DALBe4JweuPb4sbfffltScw3bPRNETz/9tB555BHZbDbdf//9mjNnTsIludFxgSey2pOQ7ohhw4ZJkr7++us2y+hILReMDCx03R7HHnus0tLStGzZMr3zzjuSfli0XVKLOt2BWt2B2t7RCpQdufLKK3XJJZe0SHJLe7+vCdw7zZs3TytXrtSaNWuUn5/fqk71QQcdJElat25dmyXmli9frs8//7zFgo1tifTeLLBo6UcffRR2tvkHH3zQrhgiZbfbgwuAvv/++yHbeDyeTr+3BNAxJLoBxIWjjjpK/fr101dffaVXX31V69at04EHHqihQ4e2uV9goTqbzRZyZvHy5cs7dUZ3U1OTpk6dqoaGBt10000aOnSoHnzwQdlsNt1zzz0qLi7ucJ+bNm3SrFmzWr3/zTff6NFHH5WkVgvWmG3IkCE66KCD5PP59Mgjj2jZsmXKy8sL1ilE1xOYjdeexVz9fn/wcc89kxu/+93vJEnLli3TY489FnLf5cuXq7CwUEcccYSWLVumP/7xj9q1a5fsdrt++9vfRvlTAADMEvjSe+HCha0WwW5oaNCDDz4oSZo4cWKLbf/3f/8nSfr973+vq6++uhMiRTwIlAoJN1kjUmeccYZSU1NVV1enG264IWy73bt3a9q0aZKaJ4SMGjWq3cfIyMjQT3/6UzU2Nuq+++6T1DLRHbj+/eijj/Thhx8qKSlJP/+5OeXMAvc2oZ4CNQxDf//739vcP7C2zltvvaUXXnhBklRYWNiqXW5uro488kj5fL7gz/hj77zzjg499FCdeuqp7S7XEem92YknnqiMjAxt3bo15DXj6tWrg4tqxlLgi4IZM2aE/JIm0olLADoPiW4AccFmswWTtb/+9a8ltS95W1BQoNTUVDU2Nuryyy/Xd999p7q6Oq1du1Z33HGHxo0bJ5/PJ6l5pnVtbW2LY0rS9u3bg4snReu+++7TF198odGjRweTfGPHjtWFF16o+vp6XXHFFTIMo8P9/va3v9VDDz2kiooK1dTU6I033tAJJ5yg6upqDRgwQFOmTDEl/rYEZt3fdtttkpovmiOtk4j4F7hRmjt37l5vLGbPnq2qqirZbLYWN3onnnhisJ/f/OY3LRacDTjggAN0zTXXaNOmTTr66KP1+OOPS2oeZ/FcnxsdF4tzLhAvusP4PvDAA3XGGWeoqalJZ599thYtWqS6ujp5PB6dc845Wr16tXJzc3XFFVcE91m5cqW+/fZbSeLLy24mMBN5x44dpvY7aNAg/fGPf5Qk/etf/9KECRP07rvvqrKyUo2Njdq8ebNmz56tww8/XCtWrFBaWppmzJjR4eMcf/zxkqQvv/xSUstE9+DBgzVo0CCVlZVpy5YtOvTQQ0MuGhs4LwRKDbZHYLHvhx9+WG+++aZ2796tiooKvfPOO/r5z38eTF5L0qefftqqrvSBBx6oYcOGaefOnXrggQckhV84/tZbb5XNZtNtt92mSy+9VMuXL1dNTY22bNmiRx99VJMmTZLUPHGhvXWuI70369GjR/De6Xe/+53+/ve/a9u2baqtrdWbb76p8ePHq9f/yn/G8v7j6quvVk5Ojr755hudfPLJWrp0qXw+nzZs2KCrr75azz//fPCJFO6DgPhEohtA3AgkUgMlDAL/3ZZevXrp97//vSTpmWee0bBhw5SZmamCggLdeuutcrvd+stf/iKpuRxKVlZWcKbB4MGDZbPZVFVVpX79+nWodl8o69at0+233y6bzaaHHnqoxQXh3XffrezsbH3wwQd68sknO9TvBRdcIJfLpd/85jfKzc1Vjx49dPbZZ6u0tFRZWVmaM2dO1LG3R2AmV+DxxnAXzYhfXq9X69evb/MV+PueddZZOu6442QYhiZNmqTLL79cH374oSorK+X3+7V7924tXbpUf/jDH/SrX/1KknTZZZcpPz+/xTFnzpypww47TD6fTxMnTtQvfvELLViwQF6vV/X19SotLVVBQYH69u0bvPEZNmwYCZEuyOxzLhBPusv4fuSRRzR8+HCtX79eJ5xwgjIzM7X//vvrrbfeUkZGhp577rkWP3sgSSg1JyhTUlLafC1fvtyCnwqxEFjfo7q6Wp9++qmpfd9666269tprZbPZNH/+fJ188snKycmR3W6X2+3W5MmTtXbtWuXk5Oill14KWVN+b/YsRTJgwAC53e4W2/d8qjFcfe7Aoq1PP/20XC6XLrvssr0e95prrlGfPn1UUVGhM844Q71791Zubq5OOeUUffjhh7rnnnuC/R511FG69tprW/URmJVcU1Ojww47LFju5cfGjRune+65R5L01FNP6dBDD1WPHj00cOBAXXnlldq9e7cmTZoU/GKhPaK5N5s2bZpOPfVU1dfX67rrrlO/fv2UlZWlM844Q36/P5jkj2TNo/bq06ePnn/+eTkcDn3yySc68sgjlZGRofz8fD388MO69tprg5OxYhkHgMiR6AYQN4455pjgN+TDhw/Xfvvt1679/u///k/PPfecjjjiCGVnZysjI0NjxozR9OnT9emnn+r666/X1KlT5XQ6lZeXF0xA5+Xl6f7779fAgQPV0NAQciZGexmGoV/96leqra3VJZdcoqOOOqrFdpfLFXx0909/+pO2bdvW7r4HDx6sL774Qtdcc43y8vKUlpam/v37a/Lkyfryyy9b1dyLleHDhwdnmYwZMyZYww6J4/rrr9fQoUPbfAVqUdpsNs2dO1cTJkyQ3+/XY489pp/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}, "metadata": { "image/png": { @@ -642,10 +566,7 @@ "pplt.show()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -668,10 +589,7 @@ "in these regions." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -684,10 +602,7 @@ "measured D-uptake." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -697,11 +612,11 @@ { "data": { "text/plain": "Figure(nrows=1, ncols=1, refaspect=4, refwidth=6.3)", - "image/png": 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}, "metadata": { "image/png": { - "width": 702, + "width": 709, "height": 207 } }, @@ -722,10 +637,7 @@ "ax.format(xlabel='Residue number')\n" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } } ], @@ -750,4 +662,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/docs/examples/03_fitting.ipynb b/docs/examples/03_fitting.ipynb index a0818167..9afd2082 100644 --- a/docs/examples/03_fitting.ipynb +++ b/docs/examples/03_fitting.ipynb @@ -6,29 +6,23 @@ "# Fitting of ΔGs" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 10, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "from pyhdx import PeptideMasterTable, read_dynamx, HDXMeasurement\n", + "import proplot as pplt\n", + "from pyhdx import read_dynamx, HDXMeasurement\n", "from pyhdx.fitting import fit_rates_half_time_interpolate, fit_rates_weighted_average, fit_gibbs_global\n", + "from pyhdx.process import filter_peptides, apply_control, correct_d_uptake\n", "from pathlib import Path\n", - "import numpy as np\n", "from dask.distributed import Client" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -42,30 +36,32 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "outputs": [], "source": [ - "fpath = Path() / '..' / '..' / 'tests' / 'test_data' / 'ecSecB_apo.csv'\n", + "fpath = Path() / '..' / '..' / 'tests' / 'test_data' / 'input' / 'ecSecB_apo.csv'\n", "data = read_dynamx(fpath)\n", - "master_table = PeptideMasterTable(data, drop_first=1, ignore_prolines=True)\n", - "master_table.set_control(('Full deuteration control', 0.167*60))\n", - "state_data = master_table.get_state('SecB WT apo')\n", - "hdxm = HDXMeasurement(state_data, temperature=303.15, pH=8.)" + "\n", + "fd = {'state': 'Full deuteration control',\n", + " 'exposure': {'value': 0.167, 'unit': 'min'}}\n", + "\n", + "fd_df = filter_peptides(data, **fd)\n", + "peptides = filter_peptides(data, state=\"SecB WT apo\") # , query=[\"exposure != 0.\"])\n", + "peptides_control = apply_control(peptides, fd_df)\n", + "peptides_corrected = correct_d_uptake(peptides_control)\n", + "\n", + "sequence = \"MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA\"\n", + "hdxm = HDXMeasurement(peptides_corrected, temperature=303.15, pH=8., sequence=sequence)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "markdown", "source": [ "The first step is to obtain initial guesses for the observed rate of D-exchange.\n", - "By determining the timepoint at which 0.5 RFU (relative fractional uptake) is reached, and subsequently converting to rate,\n", - "a rough estimate of exchange rate per residue can be obtained. Here, RFU values are mapped from peptides to individual\n", - "residues by weighted averaging (where the weight is the inverse of peptide length)" + "By determining the timepoint at which 0.5 RFU (relative fractional uptake) is reached, and subsequently converting to rate, a rough estimate of exchange rate per residue can be obtained. Here, RFU values are mapped from peptides to individual residues by weighted averaging (where the weight is the inverse of peptide length)." ], "metadata": { "collapsed": false @@ -73,22 +69,14 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 6, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\jhsmi\\pp\\PyHDX\\pyhdx\\models.py:615: RuntimeWarning: invalid value encountered in true_divide\n", - " return self.Z / np.sum(self.Z, axis=0)[np.newaxis, :]\n" - ] - }, { "data": { - "text/plain": "", + "text/plain": " rate\nr_number \n10 0.054455\n11 0.054455\n12 0.035301\n13 0.035301\n14 0.035301\n... ...\n151 0.136605\n152 0.136460\n153 0.136460\n154 0.136460\n155 0.135486\n\n[146 rows x 1 columns]", "text/html": "
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" }, - "execution_count": 3, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -98,81 +86,60 @@ "fr_half_time.output" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "markdown", "source": [ "A more accurate result can be obtained by fitting the per-residue/timepoint RFU values to a biexponential association curve.\n", - "This process is more time consuming and can optionally be processed in parallel by Dask." + "This process is more time-consuming and can optionally be processed in parallel by Dask." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 4, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\jhsmi\\pp\\PyHDX\\pyhdx\\models.py:615: RuntimeWarning: invalid value encountered in true_divide\n", - " return self.Z / np.sum(self.Z, axis=0)[np.newaxis, :]\n" - ] - } - ], + "execution_count": 7, + "outputs": [], "source": [ "client = Client()\n", "fr_wt_avg = fit_rates_weighted_average(hdxm, client=client)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "markdown", "source": [ - "The return value is a ``KineticsFitResult`` object. This object has a list of models, intervals in withing the protein \n", + "The return value is a ``KineticsFitResult`` object. This object has a list of models and corresponding intervals to where the protein\n", "sequence to which these models apply, and their corresponding ``symfit`` fit result with parameter values. The effective \n", "exchange rate (units $s^{-1}$) can be extracted, as well as other fit parameters, from this object:" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 8, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\jhsmi\\pp\\PyHDX\\pyhdx\\fit_models.py:224: RuntimeWarning: overflow encountered in exp\n", + "C:\\Users\\jhsmi\\pp\\PyHDX\\pyhdx\\fit_models.py:229: RuntimeWarning: overflow encountered in exp\n", " t = np.exp(t_log)\n" ] }, { "data": { - "text/plain": "", - "text/html": "
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ratek1k2r
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" }, - "execution_count": 5, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -181,50 +148,55 @@ "fr_wt_avg.output" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 13, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\jhsmi\\pp\\PyHDX\\pyhdx\\fit_models.py:229: RuntimeWarning: overflow encountered in exp\n", + " t = np.exp(t_log)\n" + ] + }, { "data": { - "text/plain": "" + "text/plain": "" }, - "execution_count": 6, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { - "text/plain": "
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+ "text/plain": "Figure(nrows=1, ncols=1, refaspect=3, refwidth=6.3)", + "image/png": 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}, "metadata": { - "needs_background": "light" + "image/png": { + "width": 708, + "height": 260 + } }, "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots()\n", + "fig, ax = pplt.subplots(aspect=3, axwidth='150mm')\n", "ax.set_yscale('log')\n", "ax.scatter(fr_half_time.output.index, fr_half_time.output['rate'], label='half-time')\n", "ax.scatter(fr_wt_avg.output.index, fr_wt_avg.output['rate'], label='fit')\n", "\n", "ax.set_xlabel('Residue number')\n", - "ax.set_ylabel('Rate (s⁻¹)')\n", - "ax.legend()\n" + "ax.set_ylabel('Rate (1/s)')\n", + "ax.legend()" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -233,21 +205,26 @@ "We can now use the guessed rates to obtain guesses for the Gibbs free energy. Units of Gibbs free energy are J/mol." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 14, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\jhsmi\\pp\\PyHDX\\pyhdx\\fit_models.py:229: RuntimeWarning: overflow encountered in exp\n", + " t = np.exp(t_log)\n" + ] + }, { "data": { - "text/plain": "r_number\n10 19765.736199\n11 19301.237211\n12 20635.398598\n13 16860.539218\n14 18951.649654\n ... \n151 11573.754525\n152 9064.889494\n153 11502.744868\n154 11783.079284\n155 1390.996025\nLength: 146, dtype: float64" + "text/plain": "r_number\n1 NaN\n2 NaN\n3 NaN\n4 NaN\n5 NaN\n ... \n151 11573.755738\n152 9971.367773\n153 12396.595500\n154 12676.112582\n155 12676.112582\nLength: 155, dtype: float64" }, - "execution_count": 7, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -257,10 +234,7 @@ "gibbs_guess" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -275,21 +249,21 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 15, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1000/1000 [00:00<00:00, 1501.50it/s]\n" + "100%|██████████| 1000/1000 [00:01<00:00, 858.45it/s]\n" ] }, { "data": { - "text/plain": "", - "text/html": "
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sequence_deltaGdeltaGpfactk_obscovariance
r_number
10T19774.89834819774.8983482554.3009850.0644181.410011e+03
11F19352.11916119352.1191612159.8619640.0633611.404360e+03
12Q20666.25413320666.2541333637.9376010.0543847.865936e+02
13I16947.38832816947.388328831.9245340.0531927.820413e+02
14Q19010.51556019010.5155601886.1086630.0537847.841180e+02
.....................
151E11573.87170811573.87170898.6759930.8285571.161598e+04
152H9092.4619079092.46190736.8686672.7394565.330469e+07
153Q11502.74486811502.74486895.9303762.7687836.010136e+07
154D11755.50687011755.506870106.0492912.7989536.907413e+07
155A1405.4319421405.4319421.7464650.5726667.224063e+03
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146 rows × 6 columns

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" + "text/plain": "state SecB WT apo \\\nquantity sequence _dG dG pfact k_obs \nr_number \n10 T 19766.954080 19766.954080 2546.262948 0.064621 \n11 F 19344.174152 19344.174152 2153.064540 0.063561 \n12 Q 20662.217289 20662.217289 3632.115795 0.054472 \n13 I 16943.348023 16943.348023 830.592061 0.053277 \n14 Q 19006.477914 19006.477914 1883.089717 0.053870 \n... ... ... ... ... ... \n151 E 11573.542263 11573.542263 98.663097 0.828664 \n152 H 9998.940179 9998.940179 52.825821 1.927319 \n153 Q 12396.595493 12396.595493 136.763180 1.948120 \n154 D 12648.553955 12648.553955 151.141024 1.969396 \n155 A 12647.407114 12647.407114 151.072270 0.010342 \n\nstate \nquantity covariance \nr_number \n10 1.408825e+03 \n11 1.403107e+03 \n12 7.839711e+02 \n13 7.793776e+02 \n14 7.814748e+02 \n... ... \n151 8.599279e+03 \n152 8.492284e+05 \n153 9.218343e+05 \n154 1.013470e+06 \n155 5.208880e+03 \n\n[146 rows x 6 columns]", + "text/html": "
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stateSecB WT apo
quantitysequence_dGdGpfactk_obscovariance
r_number
10T19766.95408019766.9540802546.2629480.0646211.408825e+03
11F19344.17415219344.1741522153.0645400.0635611.403107e+03
12Q20662.21728920662.2172893632.1157950.0544727.839711e+02
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14Q19006.47791419006.4779141883.0897170.0538707.814748e+02
.....................
151E11573.54226311573.54226398.6630970.8286648.599279e+03
152H9998.9401799998.94017952.8258211.9273198.492284e+05
153Q12396.59549312396.595493136.7631801.9481209.218343e+05
154D12648.55395512648.553955151.1410241.9693961.013470e+06
155A12647.40711412647.407114151.0722700.0103425.208880e+03
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146 rows × 6 columns

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" }, - "execution_count": 8, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -300,10 +274,7 @@ "gibbs_output" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -316,40 +287,56 @@ "for ΔG (as determination of initial guesses also uses intrinsic rates of exchange)." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 23, + "outputs": [ + { + "data": { + "text/plain": "r_number\n10 19766.954080\n11 19344.174152\n12 20662.217289\n13 16943.348023\n14 19006.477914\n ... \n151 11573.542263\n152 9998.940179\n153 12396.595493\n154 12648.553955\n155 12647.407114\nName: dG, Length: 146, dtype: float64" + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" } + ], + "source": [ + "gibbs_output['SecB WT apo']['dG']" + ], + "metadata": { + "collapsed": false } }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 34, "outputs": [ { "data": { - "text/plain": "
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\n" + "text/plain": "Figure(nrows=1, ncols=1, refaspect=3, refwidth=5.91)", + "image/png": 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\n" }, "metadata": { - "needs_background": "light" + "image/png": { + "width": 645, + "height": 247 + } }, "output_type": "display_data" } ], "source": [ - "fig, ax = plt.subplots()\n", - "#ax.set_yscale('log')\n", - "ax.scatter(gibbs_output.index, gibbs_output['deltaG']*1e-3)\n", + "fig, ax = pplt.subplots(aspect=3, axwidth='150mm')\n", + "ax.scatter(gibbs_output.index, gibbs_output['SecB WT apo']['dG']*1e-3)\n", "ax.set_xlabel('Residue number')\n", "ax.set_ylabel('ΔG (kJ/mol)')\n", - "None\n" + "None" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -367,43 +354,36 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 35, "outputs": [ { "data": { - "text/plain": "" + "text/plain": "CartesianAxesSubplot(index=(0, 0), number=1)" }, - "execution_count": 10, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, { "data": { - "text/plain": "
" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": "
", - "image/png": 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\n" + "text/plain": "Figure(nrows=1, ncols=1, refaspect=3, refwidth=5.91)", + "image/png": 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\n" }, "metadata": { - "needs_background": "light" + "image/png": { + "width": 632, + "height": 247 + } }, "output_type": "display_data" } ], "source": [ - "plt.figure()\n", - "gibbs_result.losses.plot()" + "fig, ax = pplt.subplots(aspect=3, axwidth='150mm')\n", + "gibbs_result.losses.plot(ax=ax)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -416,21 +396,18 @@ "Lets tune the fit parameters such that we obtain the desired result." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 36, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 40000/40000 [00:27<00:00, 1455.32it/s]\n" + "100%|██████████| 40000/40000 [00:41<00:00, 959.75it/s] \n" ] } ], @@ -438,38 +415,38 @@ "gibbs_result_updated = fit_gibbs_global(hdxm, gibbs_guess, epochs=40000)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 45, "outputs": [ { "data": { "text/plain": "Text(0, 0.5, 'Loss')" }, - "execution_count": 12, + "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { - "text/plain": "
", - "image/png": 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\n" + "text/plain": "Figure(nrows=1, ncols=2, refaspect=1.6, refwidth=2.76)", + "image/png": 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\n" }, "metadata": { - "needs_background": "light" + "image/png": { + "width": 666, + "height": 222 + } }, "output_type": "display_data" } ], "source": [ - "fig, axes = plt.subplots(ncols=2, figsize=(14, 5))\n", - "axes[0].scatter(gibbs_result_updated.output.index, gibbs_result_updated.output['deltaG']*1e-3)\n", + "fig, axes = pplt.subplots(ncols=2, refaspect=1.6, axwidth='70mm', sharey=False)\n", + "axes[0].scatter(gibbs_result_updated.output.index, gibbs_result_updated.output['SecB WT apo']['dG']*1e-3, s=10)\n", "axes[0].set_xlabel('Residue number')\n", "axes[0].set_ylabel('ΔG (kJ/mol)')\n", "gibbs_result_updated.losses.plot(ax=axes[1])\n", @@ -477,10 +454,7 @@ "axes[1].set_ylabel('Loss')" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -497,21 +471,18 @@ "Users can keep track of the ΔG values per epoch by using `Checkpoint` callbacks (See templates/04; advanced/experimental usage).\n" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 40, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 60000/60000 [00:43<00:00, 1384.86it/s]\n" + "100%|██████████| 60000/60000 [01:05<00:00, 916.75it/s] \n" ] } ], @@ -519,10 +490,7 @@ "gibbs_result_updated = fit_gibbs_global(hdxm, gibbs_guess, epochs=60000, lr=1e5, stop_loss=1e-6, patience=50)\n" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -542,38 +510,38 @@ "gibbs_result_updated.regularization_percentage" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 44, "outputs": [ { "data": { "text/plain": "Text(0, 0.5, 'Loss')" }, - "execution_count": 15, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { - 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\n" + "text/plain": "Figure(nrows=1, ncols=2, refaspect=1.6, refwidth=2.76)", + "image/png": 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\n" }, "metadata": { - "needs_background": "light" + "image/png": { + "width": 688, + "height": 224 + } }, "output_type": "display_data" } ], "source": [ - "fig, axes = plt.subplots(ncols=2, figsize=(14, 5))\n", - "axes[0].scatter(gibbs_result_updated.output.index, gibbs_result_updated.output['deltaG']*1e-3)\n", + "fig, axes = pplt.subplots(ncols=2, refaspect=1.6, axwidth='70mm', sharey=False)\n", + "axes[0].scatter(gibbs_result_updated.output.index, gibbs_result_updated.output['SecB WT apo']['dG']*1e-3, s=10)\n", "axes[0].set_xlabel('Residue number')\n", "axes[0].set_ylabel('ΔG (kJ/mol)')\n", "gibbs_result_updated.losses.plot(ax=axes[1])\n", @@ -585,21 +553,18 @@ "axes[1].set_ylabel('Loss')" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 46, "outputs": [ { "data": { - "text/plain": "epoch\n1 4.823331\n2 4.821007\n3 4.818298\n4 4.815398\n5 4.812404\n ... \n59996 0.406689\n59997 0.406686\n59998 0.406685\n59999 0.406682\n60000 0.406680\nLength: 60000, dtype: float64" + "text/plain": "epoch\n1 4.822009\n2 4.819686\n3 4.816977\n4 4.814078\n5 4.811085\n ... \n59996 0.400785\n59997 0.400782\n59998 0.400781\n59999 0.400780\n60000 0.400776\nLength: 60000, dtype: float64" }, - "execution_count": 16, + "execution_count": 46, "metadata": {}, "output_type": "execute_result" } @@ -608,10 +573,7 @@ "gibbs_result_updated.losses.sum(axis=1)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -621,10 +583,7 @@ "and removes scatter in ΔG values." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -645,37 +604,58 @@ "example of the differences with regularizer values 0.1, 2 and 5.\n", "In this dataset, despite the fact that for `r1=2` contribution `reg_1` is 50% of `total_loss`, most features in ΔG are\n", "still resolved. In this case, it is recommended to try different values of `r1` (starting low and increasing) and find\n", - "the optimal value based on the ΔG result and fit metrics (Total mse loss at fit termination, $$\\chi^2$$ per peptide\n", - "and fit curves per peptide (available in web interface)" + "the optimal value based on the ΔG result and fit metrics (Total mse loss at fit termination, $\\chi^2$ per peptide\n", + "and fit curves per peptide (available in web interface))." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 47, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.1\n" + ] + }, { "name": "stderr", "output_type": "stream", "text": [ - " 32%|███▏ | 19147/60000 [00:13<00:29, 1406.90it/s]\n", - " 39%|███▊ | 23147/60000 [00:16<00:26, 1385.27it/s]\n", - "100%|██████████| 60000/60000 [00:44<00:00, 1335.27it/s]\n" + " 32%|███▏ | 19452/60000 [00:20<00:42, 945.26it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 35%|███▍ | 20734/60000 [00:20<00:39, 994.79it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "0.1\n", - "2\n", "5\n" ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 60000/60000 [01:03<00:00, 937.88it/s] \n" + ] } ], "source": [ @@ -687,51 +667,51 @@ " results_dict[r1] = result" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 52, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "10.09466832487272\n", - "55.56463704204826\n", - "62.118677400826414\n" + "10.073528769656814\n", + "55.81450645691346\n", + "62.08606140072798\n" ] }, { "data": { - "text/plain": "" + "text/plain": "" }, - "execution_count": 18, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" }, { "data": { - "text/plain": "
", - "image/png": 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\n" + "text/plain": "Figure(nrows=1, ncols=2, refaspect=1.6, refwidth=2.76)", + "image/png": 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f+/w+9VFKmIlIZFLCTCTEtdce1rhKH7NJooR8phLP3tYvGIptixkZRltpe5RxkE5yt/vX2/y16KeIiISGd999lwULFjBixAji4uJYuXKlz+6lhJmIRCq1ZPqI1Wplw4YNLl91dXXU19cHOjQJI+60hzmv0ldKMuksxkYr7Yuh2raYmmrMYGuLMg7iBUb3bzvVjG3o2cP5XPeu489FP0VEJPhVVFTwy1/+kujoaF544QW6du3q0/vVqyVTRCKUKsx8JDs7m3nz5jXbnpCQEIBoJFx1pD2shEsoIoVRFDbfGapti2azsWBBerrRVgonFjuA0Mk4NPbW5hmZmYQEGDoUNm6EigrjzyYjw0gQBvv3EmhNn0svPXeWBDt2ezvz8lqRPPYYb9vSWftZHblkYsVCAlaGs4GyhMuwjkql3hwNQFQU9O1rFEWmpOiPW0RETrjjjjuoqKjg//2//8eIESN8fj+bKsxEJEIpYeYjWVlZTJs2zWXb9OnTiY6ODlBEEo462h6WSyaPtZQwg9BtW4yPh+JiYwZbbu6JJEmoZByarm7ampwc6N0brrgCfvYzJc9a0tZKsZ1cDTZj6Bpy+KHH5/15no25S1IwrywhDUhr+vNX8ReoSzZew/rzFBGRVixYsIB33nmHH/3oR/z617/2+PzRo0e7ddzmzZvhZOP3ti51WEOxAyGEVFRUBDqEiKHn2r+OHz/u8ypYX1LCzEcsFguWJpU6MTExmPVGSLzIuseOCbtL22V7TNiw0koVWai3LZrNxvy1UJvB1nJvbev27YOFC42vTiaAwk57K8U6VoPtQGLKZgNbYREJDKCCvm6fl5wMc88vxPy7krYPDNVFN0RExC+2bNnCvffeS1xcHP/85z/99r5CFWYiEqmUMBMJYZb6Xdjp59E5dsxYaOFTwlBpWwxHnVl6sRMJoLDU8FzaTFA4GPJGgTUOEmpgaAVsTABrXAn1T18IfeKJMkdhibUwNGEoGys3UlFTgSXOQsbIDC4bfBnLypeRtz6PHfutrP0kgYrDQyH9HoizgqlhJqU9CmosUDEUEjZC3B4w2QDo3SuKAcl9KVy0k9SGTs7W44L6glmwa0SzuKzVVurtxv2izFH0jetLxsgMUoekYjbpz11EJNzZbDaysrI4dOgQ8+fPZ8iQIR26zurVq906bvTo0XxV9RUA9i5HmxUCiG/oefYfPdf+0aVLaKecQjt6kQiXQR453O3xeZl/HgWf/wQqKyExMXTaFsNVZ5deVGXSCXl5VJ0EU2dC6ekN2+zgss6FHdi/BvY3P93UULOZszaHHtE9OHT00Ilz+jV8Nb1mS9dveLwPWPgVLDwNxtxkbFs1oK3zdsHmXW59qzlrc0hKTCJ/Rj7xsaowFBEJZ/Pnz2fFihVcfvnl3HTTTf69eZcj/r2fiEiQUMJMJISlRn1EEj+ilGS3z0lOhpS5F1BZ+bSxQZ+uBJ6x9KJr66CncnOVMANs1j2uyTKg2aKwbczstzutXNmYLGvvGm5evzFR1oG4WlO6rZT0hekU31isSjMRkTBVXl7Oww8/TJ8+fXj22Wf9H0CXOuqP1RPVNcr/9xYRCSD971okhJn7JpDPVJJZ7rTV5nKMyemxui6DlMXSuWSZyWQk3YTC0+tdk2URoGRbCUXlRYEOQ0REfGTbtm0cPXqUvXv3cuaZZ9K9e3eXr5KGFcLnzp3buG3//v1ejWF/5QGvXk9EJBTobbNIKMvIIJ69FHMpBaRxA68wiQ+YxSv8mXuYxStM5ANuuHwnBQXGmCvNhg9CGRmdO99uV6Vgg7xRgY4gMHLX5QY6BBERCWN7rXsDHYKIiN+pJVMklKWmQlIS5tJS0igkjcLmxyQnwwfF4Zket9mMIe95eUaFlcViJJ9SUwNaRmezQUHBibASEmDoUNi40Xhc3zArPirKCHnoualsTHgPa4WdeqIAE1Ecx4KVoWxkI0OxYnHZ1xcrGeSRSiFm7MYcOsF6chQmK9g70N4YqkyYsNaowlBEJFyNGzeO6urqVvdPnDiRkpISHn/8cW699VafxFBZsY+zfHJlEZHgpYSZ+JdzgmPPHtfMQd++QZHsCClmM+TnG6skNpTju8zCCucezKoqmDr1xOqSju87JweSkoznJQDldHv3wqxZ8NlnnpxlBibh9iT5ht/nMJskSsgfO4/4lJRORh4eLHF9IypZBsbcNUucKgxFRMR39u5VS6aIRB4lzMR/miY4WhLgZEdIio83ei2LiozB745Kq3Be+dJma/5acp4BVlpqJBGLi/36/dtsHUmWOXN3kvyJ35eSTDqLKcYclkWEnsoYmUHO2pxAh+F3maNUYSgiIr6zf78SZiISefT+SvyjpQRHaxzJDput3UOlgdlsrJD4yivw3nvGr2lp4ZksA6NKsb3XUkmJkUT0o8LCziTLOq5kZVd/f6tBK3VIKkmJSYEOw6+SE5NJGawKQxER8Z29Bw+1f5CISJhRhZn4hzsJDmeOZMeoCJ3g7SGb3Ubh5kLy1udhrbGSEJvA0IShbKzciLXaSr3daH2NMkdhibUwNGEoa75dQ2VNJV16dmnc1zeuLxkjM0gdkorZFMTJtrw8947LzTUSh37ibli+4OdvNWiZTWbyZ+STvjCdkm0lHp9vwoQdo1qxZ3RPDh49aOxov0O2XWP7jQUTrNyx0uO4WrtfUmIyi2csDu6fVxER8akPPvjA5/c40MYMNRGRcKWEmfhHRzIJubnw2GPejyXMVNVWMXXhVEq3eZCQBHD8v6d7w68Nb8Jz1uZw8YAk/jMzn/jYIG2LtVpdZ7W1xGQyjvMjP9+uUQC+1aAWHxtP8Y3FFJUXkbsutzGJPNwynLKKshaTyI59FTUVWOIsZI7KZNzp4/nboo/IXvJXDtoq6VETzWUVezia8B0VcVDfkLSKsoOlBoYnXkBZyohm1+8b15fMUZmNVWDuxGU7HsW6Ty1UlA2HhDKIs4KpYeajPQpq+sK6TOynpcBUM8T69zkWEZHIcqBWCTMRiTxKmIl/NCQ4bHYoJJU8MtjTZNU/5xUBK7BgebOayQPWMu72kYGOPmjZ7LaOJcta4lQhs2J7KVfmprMiqzg4K1cslraTZWDst/huEHpLVX17zhwKk9ZAbCWc1PDXqz0KaixQMRQSNraQ+Oj8Pnuclf/1r2fCqyFWKehDZpOZtCFppA3pWNldVRWkjIfS0jQgDRM2KjCzGYyFFphKPHtPnGAywcS+8FT789Pai8tmg3HjoMKNH+sVmwMyrk9ERCLMwSOHAx2CiIjfKWEm/mGxUGXvzVTyKSW5YWPrPU0mbNhrzeQ8YuXCJ8t4/4to4s/q4+egg1/h5kLvJMtasHJXCR9+V8SEM4Owzy8jw1ggoj2ZvhmE3mpVXzwQ0/D7JpV7jTxbCNPtfbtMsGvziU05a3NISkwif0YQVwoGqRbXlHAa+XlioYVLMTe0b3ozQdvRDna15IqISEdYrVYqKytdttXV1bk8rj5a68+QRESCghJm4he2mRlMzfm5U7IM2loR0PnN6Wc1w0kfvY3iql6Yu6iEwlneet8OzXq8IDc4E2apqcZqqm1lFZKTjVVCvczjqj73Frv03j4npdtKSV+YTvGNQVop6EM2m5F4ysszClwTEmDoUNi40Xhc31CsFxVl5Lkc+yoq4PhxN9aU4BKKSCGNwhMbvZSg7WgHuxJmIiLSEdnZ2cybN6/5joQTv60+qgozEYk8Spj5SGuf1ERHRwcoosAqJJXSTizKWnLwBxQ9sYa0ey7wYlShz1pjdRlS7lV2Exu+D9LBWGYz5OcbvWglDYPdnWeaJSfD4sU+6VHzZVWfL5RsK6GovKjDrYmhqKrK/UV5m2pvNJ6zXDJPJMy8mKB1Z0SfM82wExGRzsjKymLatGku26ZPn055dXnj4+rjdU1PExEJe0qY+Uhrn9QkJCS0cHT4y3ut84mL3OdrSbvHC8GEEUucxTfJMgCT3ZiTFazi443BTUVFRnmN1WqUCmVmGokLHw108nVVny/krsuNmIRZS+2UnnA7SYUNKw0/H15O0Lozos+Zj8f1iYhImLNYLFia/EMSExNzYoEo4LBNCTMRiTxKmPlIa5/URGqFmacVE02ZsGE9GNP+gREmY2QGOWvdmOXVQcOO+2YGmNeYzUYfmh970Xxa1ecDJkxYayKn/MjT+V8dZceM5bQusKDA6wlad0f0OfPRuD4REREAau1HAh2CiIjfKWHmI619UmOO0GXMPK2YaMqOGUtPfbLVVOqQVJISk3zTIrglmbkzvT8DLNT5tKrPB+zYscRFTvlRR+Z/dVTmiP/hi7JXd0b0OfPRuD4REZFGhzka6BBERPwuMrM34ncZGZ2/RubNsZ2/SJgxm8zkz8gnOTG5/YOBNvM8zvu2JDP2+8WkpeqviKYyRnrhxexnmaMip/zIUc3qa8ksJyWq2CfXdozoS05y/qFs+fc+HNcnIiLS6IhJFWYiEnlUYSZ+4WnFRFPJPdeSctd5Xo0pXMTHxlN8YzFF5UXkrsvFWmMlITaB4ZbhlG1fg7VkKfX79wNgs3dlXU0KFRUp0HM1xFbCSQ1/DdijoKYvrMskqV8K+YvNehPeAp9W9flAcmIyKYMjp/yos9WsrTFha1y9N5nlLCYdc98p3r9Rg3iqKLanU0QMuWSyBwv1RAEQ1asnfSeeT+ZN3Xw5rk9ERKRRnVkVZiISeZQwE79oaVFDV3bgRFmI85vTMd3LWLz6B5i76F1ha8wmM2lD0lwHu9tsMG4clO53OvIYNv5LEcfJ5ioqep5BlzGTwWQiKgr69oXMf/p0Zn7Ic1T1pS9Mp2Rbiy/mjnP9Mei05MRkFs9YjNkUOX+YHZn/1Z7LWUoX6rFgJZNcUijCjN13g8MaVi4wryglDU6sxOmwH9ieDCnF+kEVERG/OKqEmYhEICXMxG/i42HZRzb+uqiQ7E/z2H98D3bqATATRc8oC2fbLHxT9SWHuhyk5/GezEwcz223/5T4/n0CHH0IamX6uRk7aRQyikI4CJZ7C/w6ND8ctFXVt3rTaiprKunS0/jrNcochSXWYlT8VZRhrbZSb6/36b6+cX3JHJVJyuCUiEqWQeerWZtKZjkfMMlIkLns8OHgMHdWLigpMVaI1c+uiIj4wdEuaskUkcijhJn4TVVtFVMXTjVa2Xo0318JbAboZazsV4GdP1Z/wNI33+L9m98nPjbevwGHOnenn+fmBvWbbpvNyB/k5RnzqRISYOhQ2LjReFxv5ImIijLa8Rz7KiqMxxkZRhLF24U4LVb1AdazjBUpmy764W2O52XDYmAPNOSeIQroC/Y4YBBerVgLBe1Xs7bNeTXf5J5rWXww3UiWuezw8eCwMPnZFRGR8HGs6+FAhyAi4ndKmIlf2Oy2E8kyNzivQvjZjs9IX5hO8Y3FEVct0ymO6eftDXSyWv0TTwdUVcHUqR2rFnJ86zk5RsVRfr5R5RgO3HlewvH7dld8PBQXGwVYubknEq3Dh0NZWcuJVsc+R6I1MxNSxo/E/NHrJy7SuMPHPcvu/OyaTEH9sysiIuHleHRtoEMQEfE7JczELwo3F3ZqSHrJthKKyouaVfNIG9ydfu7jSqiOahjj1OHWOudvvbTUqDgqDoORT548L+H0fXvKbDaKrzpXgOWVi3jOnZ9duz1of3ZFRCT82GJqsNvsmMwRVrouIhEtwt5Cib/Z7DYKvivgtndv6/S1ctfleiGiCJKR4d5xQ4fC7NkwebLxa0GBkZUJIJsNHnvMe3Oo4MTIp1DnzngrZ+HyfUcUd392fbXogIiIRBSr1cqGDRtcvurq6lwPijnIkf2aYyYikUUVZuIzLjPLOsmECWuN2o884s7087g4+O1vjd8HSQ9jZ9ow2xMOI5/cHW/lLBy+74jizs+uLxcdEBGRiJKdnc28efOa70hw+n2XOiq37yWxT3+/xSUiEmiqMBOf8HRmWXvs2LHEqf3II47p58nJJ7aZnMro4+KgpubE45Z6GP1cadbZNsy2hMvIJ8d4K3eFy/cdUdr72fX1ogMiIhJRsrKyWLVqlcvX4MGDmx23a9ueAEQnIhI4qjATn+jszLKWZI5S+5HHWpp+7lhK0lFZ1hpHL58fS5M8bTf0RLiMfHJ3NJ1DuHzfEae1n11/LDogIiIRxWKxNFvdOyYmBqpdj9u9p9KPUYmIBJ4SZuITees70DfWhuTEZFIGq/2oQ1qafj57tnvn+rmXryPthp4Ih5FPGRlG16wnwuH7jkjeWblARETEK/ZU7gt0CCIifqWPqMUnrDVWTHR8FR3nc8f0H8PiGYsxm/Ry9Rp3evQC0MvnabuhJ8Jl5JNjvJW7wuX79imbzVjsIsgWvxAREQkou+v/vSv27w9MHCIiAaIKM/EJS5wFO+33jZ3W/TRGWEYQZY7CEmthuGU4ZRVlVNRUYImzcGW/K7lk4CXEx/p/+HxYc6dHLwC9fJ62G4IdGpOrzr8/sYYB+Gbkk81mtJDm5RmJvoQEo9N1zRpj4YLERKMaLDXVu/d1jLdKTze6ZtuiUVduaLrKRJAsfiEiIhJwdjNw4sOjqkMHAheLiEgAKGEmPpExMoOcte33jS2YtoC0Ia23G1k1rdw33O3r83Mvn1thmWxMHHwXm0at5kBcHV1renHauhQS9o6j7xU/ZPgF3Sgrg4oK3418cnclT1/lXJqOt9qzB+rrjX1RUdC3r0ZdNdM0w2mxwMyZ8P/+H6xYceK4lha/KC7WEykiIhHHZDe5fPy9t7a61WNFRMKREmY+YrVaqax0HYxZV1dHdHR0gCLyr9QhqSQlJrU5+F9zyQIoNRUuvBA++6z1YwLQy+doNyxdYYPBhTAqD+L2gKkhG2Sqp0vfNXzQfb/xuKGobNd5H9L7MEw4EI/tR3Pg7K+gpgLiLNgHZ4ApFW91oHu6kqevci4ab+WBtqrI2hOAxS9ERESCgcludkmY7aurafVYEZFwpISZj2RnZzNv3rxm2xMSEgIQjf+ZTWbyZ+STvjCdkm1G35gJU2ObZnJisuaSBZLZDAsWwA03wKpVxjZf9zC6GdbLC6v44V+ncqhXQ3KjSdflcecZZ06/33cSvH5SFa8X/b5hl/F6y1mbQ1JiEvkz8r3S2tuRlTx9knNxrphqqcTMF/2goailDKdnfb9+X/xCREQkGJgx4TzN8+DxwwGLRUQkEJQw85GsrCymTZvmsm369OkRU2EGEB8bT/GNxRSVF5G7LhdrjRVLnIXMUZmkDE5RsizQ+vQxegW//NJICDja1ALYy2ez27jxv07JMnBJinmyjoTzDL3SbaWkL0yn+MbiTr/uOrqSp1dzLu70hGoGl6EjGU5nAVj8QkREJBiYmgz9P1hfG6BIREQCQwkzH7FYLFiaDEyPiYnBHGHVHmaTmbQhaW3OKZMACrK+vsLNhW228XZGybYSisqLOv1adKzk6UmRkldzLp70hGoGV8cznA4BWPxCREQkGJibjLOoth8JUCQiIoERoe+gRCQY5a3vZHKjHbnrcjt9Dc9X8vRyzsXTiilHP2ikcmQ4O8PPi1+0yGaDggKYPRsmTzZ+LSgwtouIiPiAucm/n9UmJcxEJLIoYSYiQcNaY8XkSd+lB0yYsNZ0vswrI6Nj53kt59KRiqnczicKQ1ZHMpzOArD4RTNVVTBuHEyYYLTafvCB8euECcb2qqrAxiciImEpqskYi9ouSpiJSGRRS6aIBA1LnMVl9pg32bFjiet8mVfjSp4eFHl5NefiaU9opM/gyshwbzVMhyBY/MJFe4sWqO1WREQ6yWq1UllZ6bKtrq6u2dzXuq4a+i8ikUX/uxaRoJExsoPlW27KHNX5Mi+z2Zijn5zsvLVp8upEm1xyj7Usfmmv93IZnlZMRfoMLkeGsy1JSbB0qbFq7MSJxq8FBUYSKtALJrjTghvpbbciItIp2dnZjBkzxuWrvLyc+uPHXY6ri6kOUIQiIoGhCjMRCRqpgy4jaV8PSnsf8vq1kxOTSRnsnTKv+Hgjl1JUBLmv2rEu+ZSEfV8znA2sZgBVnEIiR8kkl5RDRZh/lnSiAshmM5IgeXknVibNyDASO+5k1TytmILgmMEVKI4MZ3q6kViClqvI4uONFsdg424LrleXYRURkUiSlZXFtGnTXLZNnz6d6sM11HDi/2T1Jx3CVncMc0xXf4coIhIQSpiJSNAwFy0j//lDpM+AkoENG+3QONbM6fennHQKx2zHOFB3oMVrmTA1tncmJyazeMbiZq0FnYrVscCo/UNYcCLR4mh+dKnpclQAnX++a3udI3GTk2NUOeXnt1/R5GlPaDDM4Ao0lwxn7olEZWam8dwEcyujOy24kd52KyIinWKxWLA0qUaPiYnhaP0x1wNP2svBbQfodeYpfoxORCRwlDATkeCRl0f8YSh+BYoGQ+4o2BMH9Q1Jsig79K2BzL6Xk/LsBwAUlReRuy4Xa42VhNgEhluGU1ZRRkVNBZY4C5mjMkkZnOLVZFnTmN3y6qvw4IOdn0XVUsVUa4JhBlewaMxwhlgVljstuJHedisiIj4R3bVJJVm3fVSW71fCTEQihhJmIhI8GqppzHY7aZshbXMLx5hMMLELNCTA0oakkTYkgEkQdyuANm6Ezz5r+1qOSrT2kjpNK6b27IH6emNfVBT07Rsa1VPSPndbcCO57VZERHyiS9cmbxXNNrZvtXImZwYmIBERP1PCTESCRyhW07gb89697l3P3VlUoVoxJZ5xpwVXbbciIuIDUaaoZtu27tIIABGJHCo9EJHgkeHmKpnBVE3jbsx9+hiVZm3RLCppqqVlWZ1fR2q7FRERHzGbzFDvWl+xs7IyQNGIiPif/octIsHDUU3TlmCrpnE35qFDQ696ToKDowW3oABuuAEmTjR+LSgwtre3UISIiEgHdT3S0+XxrgP7AhSJiIj/qSVTRIJHSwPtneeDBWM1TXtD+B0xr1kDCxa0f71gqp4LVzYbFBYaCzY4VszMyDCSn8H02nKmFlwREQmA6KM9OBZ3YqyEtfZgAKMREfEvJcxEJLg0HWjvSGgE8xB755izs6GyEhITXWPWLKrgUFUFU6ee+HNwJGRzcow/n/x8VWyJiIg0iD3egxqnx5VHqwMWi4iIv3ktYWa329mwYQPr16/n+++/p7KykiNHjtCtWzfi4+MZNGgQI0eOZPjw4Zjam+MjIpEtFKtpHDGPGmU8btpaGYrVc+HGZnNNloFrm2xpqfHnU1ysPwcREREgztaDCqfH++w1rR4rIhJuOpUwq6+v55133uGtt95i2bJlHDhwoHGfvcmsHkeSrGfPnlx22WVce+21/PjHPyYqqvnqKyIiYSkUq+fCSWFh2xV+YCQzi4pCK1kr4me//e1v2bFjR6DDkAjUv39/Hn300UCHEVF6mnq4PD6AEmYiEjk6lDDbvXs3//znP3n11VexWq3Y7XZOPvlkLrnkEs4991x69+5N79696d69O9XV1ezbt4/9+/fz1VdfsXbtWhYvXkx+fj4Wi4VZs2Zx8803c+qpp3r7ewsoq9VKZZNVZOrq6oiOjg5QRCISFEKxei5c5OW5d1xurv58RNqwY8cOdu7cSWJiYqBDkQiybdu2QIcQkXp3cR36X91FCTMRiRweJcyOHz/O008/zWOPPUZ1dTUXXnghd911F1dccQVnnHGG29fZvHkzS5cu5d///jePP/44zz77LPfeey+//OUv6dIlPMaqZWdnM2/evGbbExISAhCNiIhgtbq2wbbEZDKOCyXOixjs2QP19cb2qCjo2zf4FzSQkJSYmMjChQsDHYZEkBkzZlDv+PtNvKqtD/rju/V22V4bXevP0EREAsqj7NSFF17Izp07uemmm7jlllsYOHBgh246ZMgQbrvtNm677Ta2bt3K888/z7x583j11Vf5/PPPO3TNYJOVlcW0adNctk2fPl0VZiIigWKxtJ0sA2N/0/lzwazpIgYt0YIGIiLShrY+6Lf07A3HT2w7EqOh/yISOTxKmE2aNIlf//rXWLz4ZuL000/nj3/8I7/61a+YP3++164baBaLpdnzFBMTg1mf8IuIBEZGhpE8ak9mpu9j8YaWFjFojRY0EBGRVrT1Qf9p8RbYc2L7sZMOYj9ej6mL5lCLSPjzKGH2pz/9yVdxYLFYeOSRR3x2fRERiXCpqUalVVsJpuRkYwGGUODOIgbOtKCBiIi0oK0P+k/v198lYWaPq6Rmx366D1TFsoiEP33MLCIikcFsNtoSk5NPbGtYwRkwti9eHDoVWO4uYuAsN9f7cYiISNgaMrjJCJ7YSirL9wckFhERf/Oowqyl3vaO+t3vfue1a4mIiLglPt5oSywqMpJHVqsxsywz06gsC5VkGbi3iIGzUFzQQEREXHz++ec89dRTfPLJJ1RUVBAbG8uwYcOYMWMGs2fPJirKu62SgxIHuG4w17Nl8y4GjXd/wTcRkVDlcUumyfnT+A6w2+2YTCYlzEREJDDMZqMtMdRbE91ZxMBZqC1oICIiLt58802ysrI4fvzEFP4DBw7wySef8Mknn7BkyRLefPNNunbt6rV7JsSd0mxb+c6dXOq1O4iIBC+PEmbXX399pxNmIiIi4gXuLmLgbOdOKCgw5rmFUjWdiEiEq6ys5I477uD48eNceOGFPPLII4wYMYIDBw7wxhtv8Mgjj/Dhhx/y2GOP8Yc//MFr9z2p60mYjsZij65t3La1otJr1xcRCWYeJcz++c9/+ioOERER8YQ7ixg0VVBgfCUlGfPc4jW0WUQkFPz73/+murqafv368e677xIbGwtAz549mTNnDkePHuWRRx7hlVde8WrCDCD6cG/qnBJmOw5WefX6IiLBKuw+Xv7888+54YYbOPvss+nduzf9+/fn8ssv58UXX6S+vr7Fc44ePcrjjz/OhRdeSEJCAoMGDeK6665jxYoVfo5eRETETS0tYuCu0lJITwebzethiYiI933++ecATJkypTFZ5uzqq68GYNeuXezdu9er9z6p7mSXx9Yj+716fRGRYOVRhZk71q1bx7p166iqqsJms9GnTx9GjhzJ+eef7/N2zo709R8+fJgf//jHrFy50mXb+++/z3//+1+eeeYZMjMzfRq3iIhIhzRdxGDPHqivh6oqWLOm7XNLSozzRo3yT6wiItJh1oZFWwYNGtTi/h49ejT+3u7JfEs3xB3vyX6nxxXHD3r1+iIiwcprFWavvfYao0aNIjk5mdtvv53777+fBx54gDvuuIPx48czYsQI8vLyvHW7Zpr29f/3v/9l586dbNy4kYceeojo6OjGvn5n//d//8fKlSvp1asXr776Knv27KGsrIzrr7+e+vp67rzzTr799lufxS0iItIpjkUMXnkF3n8f/vtfGDnSvXNzc30amoiIeEd+fj7V1dXccccdLe4vbWjPP/XUU4n3crv9yTbXCrO9KGEmIpHBKwmz3/72t9xyyy2Ul5djNpsZMWIEV1xxBRMnTmTUqFFERUWxdetWbrvtNu69915v3LKZpn39F198MT179iQxMZE5c+Zw9913A/DKK680nrNnzx5eeuklALKzs5k2bRpxcXEMHDiQ559/nksuuYS6ujqefPJJn8QsIiLiE1YrtFfVbTIZx4lIxLLb7Tz33HOMHTuWXr16kZCQQFpaGkuWLAl0aOKGI0eO8P3337NgwQLmzJkD0Piex5t6R7kmzA5GVXv9HiIiwajTLZkFBQU888wzAPz85z/n97//PQkJCS7HVFRU8Mc//pGXXnqJZ599lssvv5y0tLTO3tqFO339jzzySGNff58+fXjvvfeoq6tj6NChTJo0qdk5d911F8uXL2fJkiU8/fTTWiFURERCg8UC7bXk2O3GcSIStGbOnElRURF79uzx+rXtdjs/+clPWLRokcv2jz76iI8++ogHH3yQ++67r1P3+OqrrxgxYgTz58/nF7/4RaeuJa6ee+455s6d2/g4NjaWJ554gptvvrnN80aPHu3W9Tdv3szgwYOxWq30Mvdw2VcdfaCxRVS8o6KiItAhRAw91/51/Phxl5FYoabTFWbZ2dmYTCZuvfVW/va3vzVLlgEkJCQwf/58brrpJux2O88//3xnb9tMR/r6ly9fDsCECRNaPGfcuHHExMRQVVVFWVmZF6MVERHxoYwM947TjE6RoFVRUeHTSq/58+ezaNEiYmJi+Mc//sHevXvZvn17Y6XSQw89RHFxcafu8eKLL3ojVHFDbW0tBQUF7Nq1y+vXtsT2dnl8pNshr99DRCQYdbrCbPXq1QBufWp055138uKLL/LZZ5919rbN5Ofnt7m/pb7+TZs2ATCylVkvMTExnH322axfv55NmzYxYsQIL0YsIiLiI6mpkJRkrIbZmuRkSEmBykr/xSUibjlw4ABZWVkcOXKEuLg4r1+/rq6Ov/zlLwA89thjjVVJPXv25M9//jOVlZXk5OQwb948Lr300g7d44MPPuAf//iH12IWV7feeiu33noru3fvZuXKlTz44IO8//77TJ48mU8//ZSYmJgWz3O8d2vP6NGjMZvNWCwWhpyWCE5dmMdi92NRhbJP6Hn1Hz3X/tGli9fXmfSrTleYHThwAIABAwa0e6zjmIMH/TMosr2+/m3btgHQr1+/Vq/Rv39/l2NFRESCntkM+flGUszBeaxAcjIsXmwcJyJBobKykt///vdceeWVDBgwgHfeecdn9/r444/Zs2cPffr0ISsrq9l+x/+Xly1bxv79+92+7ttvv01WVhbDhg3jxz/+MXV1dd4KWVpx6qmnMnXqVN555x1OPvlkNm3a1KzNtrMS+57m8tgWV0X94aNevYeISDDqdLqvT58+7Nmzh02bNjF06NA2j/3uu+8az/E1d/r6a2pqANd2zaYcn+pVV7c+3LIjswDEPeox9x09t76h59U3HM+rzQYffwxvvQUVFcZjMPI+CQlwzTUwbpzyQI3efBOWL4d//9uoJDvlFLj2WrjkEqivB6tVr1kfCZXntb6+XjNa/eCjjz4iLS2NyZMn85///Id//OMfPPHEE3z//fccP34cgO3btzdbzd0dKSkpfPzxxwwcOLDx/9rtcbRaXnbZZURHRzfbf+655zJw4EC2bNnC8uXLmTJlilvXzc3N5T//+Y/7wYvX9O/fn3HjxrFkyRLWr1/PjBkzvHbtwYNOB+eXVnQNu77dyYCRg7x2DxGRYNTphNnYsWP5z3/+w6OPPkpOTk6bx86bNw+TycRFF13U2dt6zNHXP2XKFE47zfiUxPGpV1tD6Bz/iTh8+LDvgxQRkVbt3w833ghtdfW/8QZceCEsWAB++Gwm+JnNcOmlxpeIBIWHHnqIhx9+uNn2c889l//973+Nj1evXs3Pf/5zn8TwzTffADBq1KhWj/nBD37Ali1bGo91x5NPPsn/+3//r/Hxz3/+c7dbAKV1O3fu5PzzzweMhc5a6+xxzJI+dMi7M8bOPGcIFLpu2/ztViXMRCTsdTphdscdd5Cfn8+iRYs4cuQI9913X7OZYF9++SV//OMfeffddzGZTPzyl7/s7G3b5U5ff0xMDIcPH+bo0dZLio8cOQLQ4qdvDh2ZBSCe0XPmO3pufUPPq3fZbI5kWfvP62efQVYWFBer0swTes36RrA/r1FRUdgcpZqhyGaDwkJMr72GyWrFbrFgnznTmOMXhH8BrF27lg8++IDbbruNm2++mbPOOqtxX7du3Vzm5Va6OV/w9NNP55xzzmlzxEhTW7duBdoeqeLY5zjW3VictbRyvXiub9++2O12amtr+fbbb1v9c3PMZ3aMlPGWU0+JB1sUmOsbt5Vv38k4r95FRCT4eKXCbN68efz+97/n/fff5/3336dXr17069cPk8nEjh072L9/f+PKlA8//DBjx47tdODucvT1jx49mjFjxjT29c+YMYO4uDgOHz7c5qcwjlbM7t27+ytkERFp4uOP264sa6qkBIqKIC3NdzGJSIBVVWGeNg3TihUA2E0mzHY7LFiA/eKLsS1aBA0LPQWLHTt2cPvtt/PUU0957ZqvvPKKx+d4ayyJ+EdUVBTjxo3jgw8+ICcnh/Hjxzc75rPPPmtc5Cw1NdWr9zebzJhr+2DrfqLVfKt1t1fvISISjLzy0dsvf/lL/vOf/zB27Fjsdjv79u2jrKyML7/8kn379mG327nooov4z3/+w5133umNW3rM0dcPsH79egASExMBo8y5NY593v6kRkRE3PfWW56fk5vr/ThEJEjYbC7JMgBTw4ezAKYVKzBfffWJQYdB5Pbbbw90CB6NJamtrfVLTNI2x+vmzTff5MYbb2Tt2rXU1NSwbds2Xn75Za655hpsNhsTJ050e76yJ7oe7uXyeOf+Kq/fQ0Qk2Hhtjc/x48czfvx4KisrWb9+PVVVVdjtdk455RRGjhzJKaec4q1bNdPRvv6zzz6bL774gvXr1zNz5sxmx9fV1TWWNp9zzjm+CF1ERNzgZmdSI5MJtL6KSBgrLHRJlrXEVFoadKWmcXFxnHvuuYEOg5iYGAC3xpI4jpXASklJYe7cuTz++OO8+eabvPnmm82OGTNmDNnZ2T65/0lHTsZ5zdPdtXt9ch8RkWDi9eEOp5xyCpdddhnXXnst1113HZdddplPk2Vwoq+/pqaGb7/9ttXjmvb1X3LJJQAUFBS0ePzy5cs5evQoffr0aTaXTUQinM0GBQUwezZMnmz8WlAQlNUM4cDTf0bsdgjy0VEi0gmm115z77h//cvHkXimd+/egQ4BONFuqbEkoeXBBx9k8eLFTJ48GYvFQpcuXejVqxcXX3wx8+fPZ+nSpT57jXU/drLL44pj+31yHxGRYOK1CrNA6mhf/+TJk+nWrRsbN25k6dKlXHHFFS7nzJ8/H4D09HTMQTg4VkQCpKoKpk6Fhr9TMJmMDE1OzoklGpWt8aprrjFWwPREZqZvYhGRwDNZrdhNJpc2zKbsJpNxnB/jak9UVFSgQwCM4fyrV69m+/btrR6zY8cOoO2FAcT/0tLSSAtA1WRPm+u8u312767EKSISjLySMFu5ciVPP/00mzZtahwi2haTydQ4R8xbbr/9dj744IPG8uRf//rXnHnmmezdu5cPP/yQBx54oFlfv8Vi4aabbuKZZ54hKyuLZ555htTUVCoqKpg3bx7Lli3jpJNO4q677vJqrCISwmw212QZGMkyh88+gxtugE8+CcoV2kLVuHFGLtLdwf/JyZCS4tuYRCRw7BaLMeC/DSa7HZs+vGiRY9TIunXrWj3G8X/1YGghlcDrbXKtMDsQdTBAkYiI+E+nE2aFhYVcffXV2O32xpUw22MymTp722Y62tf/0EMPsWbNGj755JNmc8y6dOnCM888w6BBg7wer4iEqMJC12RZS1atCrq5OaHObDYK97KyjBUw25KcDIsXR06+0mYzXpZ5ebBnD9TXG9ujooxCx6FDYeNGqKgwHmdkgGMBtcJCeOEFY0ZcYuKJfZHy3Enoss+cafyl0N5x11/vh2hCz6WXXtr44fDRo0cbB/w7fP3112zZsqWxi0MkIbqXy+OarqowE5Hw1+mE2aOPPorNZqNXr17ceeednHfeeQEbDvrggw+SnJzM888/z+rVq9m7dy/du3dn2LBhTJ8+nVmzZjVbDahbt268++67PPXUU7z++ut8//33xMbGMnbsWObMmcPYsWMD8r2ISJDKy3PvuNxcJcy8rE8fKC42cpG5uc2TQ337Gm2YKSmRk/Bp2h3cFufO4TFjjG2rVrkek5MDSUmQnw/x8d6PV8RrUlOxX3xxm4P/7UlJKjVtxbhx4zj11FPZvXs3L774IrfddpvL/ieeeAIwxpj06dMnECGKH1mtViqbrK5TV1fnkkg9Nc71dXCk235/hCYiElCdTph99dVXmEwmsrOzmThxojdi6pSO9PVHR0czd+5c5s6d66OoRCRsWK0nMg/tHSdeZzYbeUjlIlvuDm6L80u2aaLMWWkppKcbyclISTxKCDKbsS1ahPnqq43VMMFlppk9KQnb229HxIt49uzZfPbZZ/Tr16/Vhayaio6O5p577uGuu+7i7rvvplu3blx77bXU1NTw1FNP8eKLL2I2m7nvvvuanTt8+HAApk6dyp/+9Cevfi8SGNnZ2cybN6/Z9oSEhMbf9++d4LLv6En7fR2WiEjAdTph5mjDvPTSSzsdjIhI0LNY2k+WOY4T8SF3uoM7qqREXcUSAuLjsS1bBkVFmP71L0xWKzaLxWjDjKBS061bt/L1119z5MgRj8674447KC0t5a233iIrK4usrCyX/X/605+4+OKLm5339ddfA7B79+6OBy1BJSsri2nTprlsmz59ukuFWWLfvuD0WaDtpP3U2+qJMgfHQhYiIr7Q6YTZ+eefT3FxMTt27ODMM8/0RkwSRpxn61itrvNzIuT/sRJuMjKMvrX2aIlG8TF3u4M7Sl3FEhIayk7taWlBtRpmKDCZTCxcuJDnn3+el156ia+++oquXbty/vnn85vf/IbJkycHOkTxE4vFgqXJB30xMTGYnf6zPrh/f5eEGWYbu/fspP9piX6KUkTE/zqdMPvtb3/L8uXL+d3vfsdrr71Gly5eWXhTwkDT2TrO83M0I0dCVmqq8QJuq7RnzBjNzRGfc7c7uCNMJnUVi3jT+PHjOX78uE/OKSoq6mhYmEwmbrnlFm655Ra3z/Hk++hMbBJchpyRCF+4bvtu0xYlzEQkrHU6u5WUlMSLL75IVlYWY8aM4ZZbbuHss89uNly/qeTk5M7eWoJYS7N1nN/UheyMHJXMidlsZHvT008s1+ictRgzxsgK6/UgPuZud3BH2O3qKhYRkRNOHZIAR3pCt4ON28q370BrqIpIOPPKDLMVK1Zw/Phxvv32W+6+++52zzGZTBw4cKCzt5Yg5s5snZCbkaOSOXGIj3ddrtGRPM3MhBEjlCwTv3C3O7ij1FUsIiIOXU7qirm2DzanhNk2zbETkTDX6YTZX//6V55//vnGxxaLhW7dunX2shLi3J2tEzIzcsK2ZE46rLXlGtXHJj5ms9so3FxIbnUevX9pZd/2BKgYCgkbIc4KpnrjQHsU1Fic9lUYj9dlQHmqcczgQjjnBYithPrExn3JSWZ1FYuIiIuutb2o63Pi8fZ9+j+PiIS3TifMcnJyMJlMXHrppTz//POcdtpp3ohLQpw7s3VCakZOWJbMiUioqaqtYurCqZRua/j76JSGLwc7YGrh9wB2E5jscF4OcfvGgAlqeq2C6ob93YHzcuixP4mX5uRjNqtiVkRETuh2pCd1To93V1cFLBYREX/odMJs165dADz55JNKljmxWq1UVla6bKurq3NZnjmcuTNbJ6Rm5IRdyZyIhBqb3eaaLGuJqZXfg5Esa1DTe1WrlzjUq5Sf/Ted4huLMZtUMSsiIobuR3vgPFSn8ui+gMUiIuIPnf6fcP/+/V1+FUN2djZjxoxx+SovL2fv3r2BDs0vMjLcOy5kZuQ4SubaElIlcyISago3F7adLPOikm0lFJVrdTsRETmh57HuLo/31u8PTCAiIn7S6YRZZmYmdrud9957zxvxhI2srCxWrVrl8jV48GD69OnT/slhIDXVmIPfluRkQmdGTtiVzIlIqMlb72alq5fkrsv16/1ERCS49bG7JswOmg62cqSISHjodEvmnDlzWLNmDb/61a+w2Wxce+213ogr5FksFixNkicxMTGYI2QgvNlsLBqZnm6M9gLXmWbJybB4cQjNx3d3ObqQKZkTkVBjrbFiwoSddpL3XmDChLVGFbMiIi3Zv38/vXr1ctm2aNEiPvroI2w2G1dccQU//vGPAxOcD51i7uHyuLrL/sAEIiLiJ51OmN1zzz3069cPk8nEz372M+655x7OOOMMunbt2uo5JpOJd999t7O3liAXH28sGllUZIz2slqNAqzMTKOyLGSSZdBYMmcrXUEhqeSRgRULFqxkkEcqhZiTk0KoZE5EQo0lzuKXZBmAHTuWOFXMiog4Kyws5N5772XTpk1s2rSp8cPxe++9l2effRYAu91OTk4Os2bN4u9//3sgw/W6vtEnuzw+ErM/MIGIiPhJpxNm//znPzGZTNgbSocqKiqoqKho8xxTe7OgJGyYzcYM/JCfg282U/Xyf5j6w+2UHhoFgAkbdszkMJukHuvIf2kA8UGYBbTZjEU+8/JOJC0zMmDkyBBLWopEuIyRGeSsdaPS1UsyR6liVkTE4fPPP+faa6/l+PHjLts3bdrEc889B8A111xDdHQ0CxcuZMGCBVx55ZVMmjQpEOF6xN3FyvrFuSbMjnbb7+vQREQCqtMJM8c/ECLhzGaDqTf2ofTQiRl0dqcRgKWHRpH+M6OiLpiSUFVVMHUqlDbMCXe0xebkwIUXwoIFGrsmEipSh6SSlJjkl8H/yYnJpAxWxayIiMMTTzzB8ePHGTduHE888URjddkbb7yBzWbjqquu4uWXXwZg4MCBzJs3j5ycnJBImGVnZzNv3rxm2xMSElweJ/aKd3ls73qEmqM1xEXH+TQ+EZFA6XTCLMPd5RBFQlhh4YmkU2tKSoz202CpprPZXJNl4LpuwWefwQ03wCefBFeSL+i0VqKXmqonTvzKbDKTPyOf9IXplGwr8fh85/lnY/uNBROs3LGy2XHJicksnrEYs0mvbxERh08//RSTycRjjz3GOeec07j9o48+wmQyMXPmzMZtmZmZzJs3j9WrVwciVI9lZWUxbdo0l23Tp09vVmE20HIKHHY9t7K2UgkzEQlbHiXMkpKSmDx5MpMnT+b888/3VUwiQSfPzcXpcnODJ2HmTpJv1argSvIFnbZK9JKSjJUt4uPbvoZ0iiNf+cILUFkJiYmRna+Mj42n+MZiisqLyF2Xi7XGSkJsAsMtwymrKMNabaXeXg9AlDkKS6ylcV9FTQWWOAuZozIbq8eKyovI/jibytpKEvslNu5TskxExNXevXsBOOussxq3HT16lC+++AKTycQll1zSuP20005zOSfYubtYWWL/ePi6K0Qda9y2bW8FA3sN9EucIiL+5lHCLDk5mTfeeINHH32U0047jUmTJnHllVcyfvz4Zp9AiIQTq9V1lc+WmEzGccEiFJN8QaW9Er3SUmMZ2GDrww0jTfOVDpGerzSbzKQNSSNtSOd/cNOGpDGquzGXsembJREROaF79+4cOHCAqqqqxoRYaWkpdXV1jBw5kpNPPjHfa9++fQBh9/6oz4Du8MUp0GNX47YtVivJQwIYlIiID3n0Lu/Pf/4za9euZeXKldxyyy2UlZVx3XXXcfrppzNz5kxyc3PbHfgvEooslraTZWDsD6b3m44knzvHSQs86cMVr2spX+nMka+02fwaloiIRKiRI0cC8OqrrzZue/nllzGZTEyYMMHl2Pfeew+A008/3X8B+kGv03tCjetcs63btwcoGhER3+vQDLNhw4YxbNgw5syZQ0VFBe+//z7vv/8+c+fO5Ze//CWjR49m8uTJTJo0iaFDh3o7ZhG/y8gwqlrakxlEi8q5k+RzHCctUIleQLWarzTZYHAhjMqjJG4PFz5dT3wfo/2wb1xfMkZmkDokVS2FIiLiVTfccAPLly/nkUce4csvv+TIkSO8//77mM1mrr/+egDKy8vJycnh73//e4uJtFDX5ZReRNX2pt5p2/aKnQGLR0TE1zo99D8hIYFZs2Yxa9Ys6urqWLZsGe+99x7PPfccDz74IIMGDWLy5MlceeWVXHzxxURFRXkjbhHPdWJ4e2qq0QLWVsFRcjKkBNGicqGY5AsqodiHG0Ya85WOBNk5L0DcLhj0FXRvqGS2w5r9wP4T5+WszSEpMYn8GfnEx0Zgv6aIiPjE9OnTKSgo4PXXX2fRokWN23/xi19w9tlnA7BkyRL++te/AsYcs1//+teBCNV3unenW213apw27dmv/weJSPjqdMLMWUxMDBMnTmTixIkArFmzhnfffZf333+fZ555hl69enH55Zdz5ZVXMmHCBHr06OHN24u0rpPD281m45D0dKMLz/kSYCTLFi8OrlFW7iT5xowJriRfUAnFPtwwYrUCsVUwYyqcXgrVDTu6Ox3USstx6bZS0hemU3xjsSrNRETEa1544QWuvvpqli1bRnR0NOPGjeOKK65o3H/SSSdx5plnMm7cOO655x5OOeWUAEbrAyYTsU0SZhU1GscjIuHLp+8kLrjgAu6//35WrFjBV199xX333cfevXu5+eab+fvf/+7LW4uc4O7w9naGIcXHG/PdCwrghhtg4kTj14ICY3uwDR93JPmSk09sc55pNmaMkS8MpiRfUMnIcO84lej5RILFdiJZ1gEl20ooKtd8OREJbTNnzqRv374+u/6ePXu49957GTVqFD179qRnz56cd955PPDAA+zfv99n9w1lkydP5i9/+QuPPPKIS7IMICsriy+++IL58+fTv3//AEXoWz2Oxrk83ns0NFYCFRHpCK9WmLWlf//+3HLLLdxyyy1UV1eHzDLLEgY8Gd7eziwqs9k4xJ2RVTa7jcLNheStz2NP9R7q7cbEB3/OWnIk+YqKjFFbjk7UzEwYMULJsjaFYh9uGBl6ZSFs6FiyzCF3Xa5XVpIUEQmEiooKlixZQlxcXPsHd0BZWRlXXHEFu3fvdtn+5Zdf8uWXX5KXl8f777/PWWed5ZP7h6M9e/Zgt9s59dRTAx2Kz/Q6FuvyeL9N7+lEJHz5LWHmrHv37nTv3r39A0W8IQDD26tqq5i6cCql21p/w++vWUutJfk0eqsdodiHG0Y2dnHz57YVJkxYa/QiF5HQdODAAbKysjhy5IhPEmZ2u53MzEx2797NmWeeyd/+9jcuvfRSDh48yIcffsi9997L999/z7Rp0/jiiy/o2rWr12MIRXa7nUWLFrFy5Uruv//+xvczX375JT/72c/46quvAGNFzX/+85+MGDEikOH6RB+ba8LskHlfgCIREfE9jxJmPXv27NBNevbsyfDhw7nxxhuZMWNGh64h0mF+Ht5us9vaTZY5aNZSkGurRC8lRckyH6qotWLChB03lnptgR07ljjNlxOR0FFZWckTTzzB2rVr+fjjjzl8+LDP7lVQUMD69evp2rUr7777LmeccQYAsbGxZGZm8qMf/Yjzzz+fr776irfffpvp06f7LJZQcfToUaZOnUppQ+X5nDlz6N69O0ePHmXGjBls2bKl8dh169YxZcoUVq1aRUJCQqBC9gmLyTVhdrjL/sAEIiLiBx6927Pb7R36OnDgACtWrODmm2/m5ptv9tX3ItIyPw9vL9xc6FayzEGzloKco0TvlVfgvfeMX9PSlCzzMUucpcPJMofMUZovJyLB4aOPPqJLly5cddVVAPzjH//gzDPPpEuXE59db9++nccee4ylS5d6lCxLSUmhS5cujUkvdxQWFjae29J5Z5xxBtdeey0Ay5cvd/u64eypp56ipKSEqKgopk2b1lj5t2TJErZs2cJpp53GmjVrWL9+PSNHjqSqqopnnnkmwFG7x2q1smHDBpevuro66uvrmx17WrTrom1HYw5w3HbcX6GKiPiVRxVmzz33nMc3qKurY+fOnRQUFLBmzRoWLlzI+PHjuf766z2+ViixWq1UVla6bKurqyM6OjpAEUWwjAxjun17vDS8PW+9561kmrUk4ipjZAY5a934uW1FcmIyKYM1X05Egs9DDz3Eww8/3Gz7ueeey//+97/Gx6tXr+bnP/+5T2L47rvvABg2bFirx1gaPkisrq5u9ZhI8tZbb2EymZg/fz6zZs1q3P7+++9jMpm47bbbGue9PfLII1x11VUsXbqUBx98MEARuy87O5t58+Y1295SdVz/nn2abdt7eK+qukUkLHmUMMtwd9W4Ftx333386le/4uWXX+bll18O+4SZJ//wiI/5eXi7tcazVjLNWhJpLnVIKkmJSR5VazokJyazeMZitTmLRACbzVjb57XXTFitJiwWOzNn2klNDc5C4LVr1/LBBx9w2223cfPNN7sM1O/WrZvLzKumH7y25vTTT+ecc86hX79+bsfxy1/+kuuuu47hw4e3eswXX3wBwKBBg9y+bjhzJBmnTJnist3Ronn55Zc3bhs9ejQA5eXlfoquc7Kyspg2bZrLtunTp7f4Qf/pllOabauoqVDCTETCkl+H/s+dO5eXX36ZDRs2+PO2AeHJPzziY34e3u5pK5lmLYk0ZzaZyZ+RT/rCdEq2lTTbb4m1MNIyEnPDz61j9dnMUZmkDE5RskwkAlRVwbRpZlasMAFgMtmx280sWAAXX2xn0SIb8b5bU6dDduzYwe23385TTz3ltWu+8sorHp8zfvz4NvcvXbq0sW3T0UYa6Rztid26dWvctnXrVrZv307v3r1dkp2OVtujR4/6N8gOslgsjRWFDjExMY3/xjrrN7AH7O8FJ+1v3FZR415yV0Qk1Pg1YeZYNKCurs6ftw0IT/7hET/w4/D2jrSSadaSSHPxsfEU31hMUXkR2R9nU1lbSWK/RCXFRASbzTVZBmC3n/j9ihUmrr7azLJltqCrNLv99tsDHUKbFixYwB133AHAT37yEy644IIARxQcBgwYQHl5OV988QUXX3wxAO+88w4AycnJLsd+/fXXAPTu3du/QfpB37NPho8SXBJmW6usMDhwMYmI+IpfE2bvvfceAP379/fnbUUMjuHtab6dFeZpK5lmLYm0zmwykzYkjVHdRwE0+yBCRCJTYSEuybKWlJaaKCry+T/7HomLi+Pcc88NdBgtWrt2LXPmzOGjjz4CYNy4cbz44ouBDSqIpKSk8MILL3DvvffywgsvcPjwYf72t79hMplIT09vPO7QoUM88MADmEwmzj///MAF7CN9h/aBdxMgflPjtvIt22B0AIMSEfERn37mVlNTw9atW/nss8+YN28ec+bMwWQyMXHiRF/eViSgHK1kyYnJ7R6rWUsiIiKee+21tpNlDv/6l3vH+UswVhwdOHCAO+64gwsvvJCPPvqIrl278sADD/Df//6Xk046KdDhBY05c+Zw8skns3btWi688ELGjRvH7t27GThwYOMYltdee43BgwezbNkyAG688cZAhuwTcYMtRNX2ctm2beeOwAQjIuJjPq0wy83N5e677258bLfbOfXUU5kzZ44vbyteYrPbKNxcSN76PKw1VhJiExiaMJSNlRsbh3tmjMzgssGXsax8WbvHpQ5JjZjEkHMrWe66XPZU76Hebsy+0KwlERGRzrFaTQ0zy1pPiJlMdqxWE3gwV9TXoqKiAh2Ci1WrVjFjxgy2bt0KQHp6Oo8++ihnnnlmgCMLPgMGDOA///kPd9xxB+vWrQPgggsu4LnnnqNr164AVFRUUFdXR1RUFHPmzOHKK68MZMi+0a0bsbXdOeS0aefe3QELR0TEl3zekmlvGKxuMplITU3lySefVEtNCKiqrWLqwqmtthU6VoHMWZtDj+geHDp6qN3jkhKTyJ+RT3xskE3g9RFHK1nakCDqBREREQkDFosx4L8tdrsJi8Xmp4hCz7Jly5g6dSq1tbUMGjSIF154od3FACLdBRdcQGlpKfv27aNr1650797dZf9ll13Giy++SHJyskerloaaHkdjXRJmFdUa+i8i4cmnCbOrrrqKYcOGcdJJJzF48GDiG5YqOnDgACeffLIvby2dYLPb2kyWAS6rQLaWLGt6XOm2UtIXplN8Y7GqqkRERKTDZs60s2BB+8ddf33wVJcFk6qqKmbMmEFtbS2XXXYZb731VuPiXNK+1lprR44cyciRI/0cjf/1ro9jp9PjqmN7AxaLiIgvdTphtnPnzlY/QTnttNM47bTTXLa99NJLPPzww5SXl3f21uIjhZsL3R5Y76mSbSUUlRep6kpEREQ6LDUVLr7Y3ubg/6QkOylaU6dF//jHP6iqqmLQoEHk5+cTGxsb6JBCSk1NDUVFRaxbt46qqipsNht9+vRh5MiRpKWl0aNHj0CH6FMJUa6VdQfZH5hARER8rNMJs8svv5x33nmHwYPbXkv4008/Ze7cuY09/xK88tbn+fT6uetylTATERGRDjObYdEiG1dfbaa01EiaOc80S0qy8/bbNswRUNA+e/ZsPvvsM/r160dBQYFb5yxZsgSArKwsJcs8UF9fz1/+8heeeuopqqurAdfxM2CshHrHHXdw7733Bt3MOm857aReLo9ruh4ITCAiIj7W6YTZ1q1bmTBhAvn5+QwbNqzZ/l27dnHffffx5ptvYrfbiYqKCssVY8KJtcbaOHvM20yYsNZYvX5dEYkQNhsUFkJeHlitYLFARoZRbhIJ74xFpFF8PCxbZqOoyFgN02o1ZpZdf71RWRYpfyVs3bqVr7/+miNHjrh1/LFjx1i/fj0Af/jDH/jDH/7Q5vG/+tWveOKJJzodZziYPXs2+fn52O12evfuzcUXX0z//v0xmUzs3LmTFStWUFVVxaOPPsrGjRt59dVXAx2yTyT2TnB5XNdtP3a7vTFpKCISLjqdMJs2bRqLFi1i0qRJvP322/zwhz8EjH+M58+fz1//+ldqamqw2+0kJyfzl7/8hREjRnQ6cPEdS5zFJ8kyMGaaWeK06IOIdMDevXD11VDa0DJuMoHdDjk5kJQE+fnGO2gRiRhmM6SlQVqanWBaDTOY7dmzh2PHjgU6jJDzxhtvsHjxYqKionjwwQf5xS9+0bg6psPx48d56qmneOihh8jPz+fNN9/kuuuuC1DEvjNogOvIHXuXY1QfraZHTHi3oopI5Ol0wiwnJ4eePXuSk5PDVVddxcKFCzl48CC///3vKS8vx263k5iYyB//+Eeuvvpqb8QsPpYxMoOctTk+u37mqEyfXVtEwpTNBrNmwWefndhmd3pzXFoK6elQXBw5ZSUiEjLGjx/P8ePHfXJOUVGRR9cdMGCAx7EIvPrqq5hMJn7729/y61//usVjunTpwl133UVtbS1//vOfycnJCYmEmdVqpbLSdaXLuro6oqOjWzz+7HMHwzdNrrGnnB6nj/JViCIiAdHpdxUmk4m///3v/PrXv+bgwYNMmTKFmTNnsnnzZrp168bvfvc71qxZo2RZCEkdkkpSYpJPrp2cmEzKYE3gFREPffyxa7KsJSUl4OEbRxEREXesXbsWgBtuuKHdY2+66SaAkJndnJ2dzZgxY1y+ysvL2bu35dUvz7xgEByPcdn23Zdf+yFSERH/8trH8A8//DAPPPAA9fX1AFx00UWsWbOG3//+93Tr1s1btxE/MJvM5M/IJzkxudVjTJyYUdAzuvVlyJ2PS05MZvGMxZhNkVf9YbNBQQHMng2TJxu/FhQY20XEDW+95d5xubm+jUNERCJSTU0NAKecckq7xzqOqa2t9WlM3pKVlcWqVatcvgYPHkyfPn1aPL7fkJOgxnWO2ddff++HSEVE/KvTLZnO5s6dS69evZgzZw7r16/n22+/ZcCAAd68hfhJfGw8xTcWU1ReRO66XKw1VhJiExhuGU5ZRRkVNRVY4ixkjspk/KDxfPT9R+0elzI4xe1kmc1uo3BzIS8sf4HK2koS+yWSMTKD1CGpIZdwq6qCqVM1dkmkU5q0irTIZDIWAhAREfEyi8XCjh07KCsr47zzzmvz2C+//LLxnFBgsViaxRoTE4O5lREHXbtCl8O9OH7y9sZtm3fs8mmMIiKB4FHCrKSkpN1jzj33XGbPns1LL73EddddxxNPPMHgwYObHZec3Hr1kgQHs8lM2pA00oaktXusu8e5o6q2iqkLp1K6rRSqGzZWQM7aHJISk8ifkU98bGhkmGw212QZaOySSIe48Yk+druxaqaIiIiXXXLJJbz22mvcd999LFq0qNnAf4fjx49z//33YzKZGDdunJ+j9J+T6k7mkNPjba20b4qIhDKPEmaTJk1ye7lgk8nEkSNH+MUvftHivgMHDnhy65Dj6fBMMdjsthPJshaUbislfWE6xTcWh0SlWWGha7KsJY6xS2neyTdKA5vNeP7z8oyiI4sFMjIgNVXJyZB0zTXwxhvtH5epRUVERMT77rrrLv7973/z8ccfk5qayj333MOll15Kjx7GypCHDh3i448/5rHHHmPNmjV07dqVO++8M8BR+07PeteE2a4jBwMWi4iIr3iUMEtMTHQ7YRbpsrOzmTdvXrPtCQkJLRwtDoWbC1tNljmUbCuhqLzIaxVtvpSX595xublKmHmT2mDD0LhxcOGFbQ/+T06GFC0qIiIi3nfuueeSnZ3NLbfcwhdffMH1118PQPfu3TGZTBw6ZKSP7HY7MTExPPvsswwdOtTrcezZs4enn36aDz74gK1btwIwaNAgpkyZwh133EGvXr28fs+W9Ik6mR1Ojytt1a0eKyISqjxKmG3YsMFXcYSdrKwspk2b5rJt+vTpqjBrR9569zJMuetyQyJhZrWeSNa0RmOXvEttsGHKbIYFCyAryyjLBNcfruRkWLxYf6giIuIz11xzDSNGjOAvf/kL7733HocOHWpMlAH06NGDSZMmMXfuXJ8kyzZs2MCUKVPYs2dPs+0bNmxg4cKF5Ofnc+aZZ3r93k31jY1nvdPjvdGqMBOR8OPVof9ygqfDM4NR05a2hAQYOhQ2boSKCqcWt8tsmJe5c2D7vXDWGismTNhpPcNkwoS1JjQyTBZL28ky0Nglb1MbbBjr08fIdBYVGWWZjl7bzEyjsiyE/n4VEZHQdM455/DCCy9gt9spLy+nqqoKu91OfHw8Q4YM8Vk3jt1u58Ybb2TPnj2cccYZ/OUvfyE5OZlDhw5RVFTEH/7wB7Zs2cJPfvITVq5c2eqMNW8Z1Pt0l8eHelQa/6lVN5KIhBGPEmYFBQVcfvnlvoqFpUuXcsUVV/js+uK+pi1tTbm0uPX4kvxDM4inhWGfHvbCWeIsbSbLAOzYscSFRoYpI8P41tujsUveozbYMGc2G39w+sMTEZEAMplMDBkyhCFDhjTbd/jwYYqKigC48sorvXK/oqIiysrK6Nq1K4sWLWq8b2xsLDNnzmTs2LFcdNFFfPPNNyxevJjrrrvOK/dtzbkDz8K5J7Ou127slZWYNH5GRMKIRx/Hz5gxg9TUVAoLC70axNKlSxk/fjwZGRleva50TEstbU25tLgdGkU6i7HRwidKLfXC2WytXjdjpHuvgcxRoZFhSk018oRt0dgl73K0wbZFbbAiIiLiKxUVFcyYMaNxzpk3LFu2DIDx48e3mKQbMmRI4ziY0vZK7b1g1LDhrhuia9ixUeN7RCS8eJQw+/TTT+nRowfp6emcd955/PGPf+Srr77q0I2//PJLHnzwQUaNGsV1111Hr169+PTTTzt0LfEud1ramirhEibyPpN5lxt4mUe5hxt4mcm8y2xepoA0I6Hm6IVrReqQVJIS284wJScmkzI4NDJMZrNRVJecfGKbczJHY5e8T22wIiIiEgzs7f2HxAPfffcdQJuz0RzjYGpqarx239acf+4gsLn+B/bzLzv2vlBEJFh51JJ51llnsXjxYpYsWcLf/vY3/vznP/PYY4/Rv39/zj//fH74wx9yzjnn0KtXL3r16kX37t2prq5m37597Nu3j6+++oo1a9bwxRdfsGvXLux2O2PGjOFPf/oTP/7xj331PYqH3G1pa6qAKwAbznlYEzbsmMlhNkmUkM9U4tvohTObzOTPyCd9YTol20qa7U9OTGbxjMWYTaGTYYqP19glf1IbrIiIiISb2267jauvvpphw4a1esz//vc/AAYOHOjzeOJ7d8V0qB/2k7c3blu/ZQtTfX5nERH/6dDQ/ylTpjBlyhS+/PJLXnjhhcYk2pIlS9ocdOn4lCU+Pp6bbrqJm266iREjRnQscum4ptP8mwzld2dlx9a5Zn/sTo9LSSadxRTvebTN0sb42HiKbyymqLyI7I+zqaytJLFfIpmjMkkZnBJSyTIHjV3yH0cbbFtVkmqDFRERkVAybty4Nvd/+OGHjW2b/ihEMJkg5tBpHHFKmH2zd5fP7ysi4k+dWiVzxIgRPPnkk/ztb39jzZo1fPrpp6xfv75xxZijR48SExNDfHw8gwcPZuTIkYwdO5YLLrjAZyvISDuaTvNvYSi/xRLfwWRZ+0q4hKL6T2gvb2Q2mUkbksao7qMAmq04KtIaRxtserrRAQyuCWC1wYqIiEg4ycvL46677gLgmmuu4bzzzmv12NGjR7t1zc2bNzN48GCsbQx97XnYwhHnc47sbvN4aV1FRUWgQ4gYeq796/jx4z5ftdeXOpUwczCZTPzwhz/khz/8oTcuJ77S0jT/FobyZ9xXTE6O77IJuWS2mzAT6Qy1wYqIiEi4W79+Pffeey8ff/wxAMnJyTz33HN+u/8p9Rac02O7ovb57d4iIv7glYSZhAh3pvmXlJBqKiIpKc3jwf/uMGHDGnWa9y8s0oTaYEVERCQcHThwgAcffJAXX3wRm81G165dueeee7j77rvp0qXtt3erV6926x6jR4/GbDa32eWR2G0AzutiVsVVqiukk/T8+Y+ea/9o7++kYKc6i0ji5jR/879ym63s2FRHO2rtmLH0VTuuiIiIiIinVq9ezUUXXUR2djY2m40pU6awevVqfve73/n9jenZvc9weXyo1w5sdptfYxAR8aXQTveJZ9yZ5m8ygdXaYktbQgIMHw5lZVBRAcePQ0GB52FE5OqE7Sy0ICIiIiLB4V//+lenzq+qqvJSJK6Ki4u57rrrqK2tZeDAgTz77LPtLgbgS+cPGQ5O36ot+gg7dn1DYr9zAxaTiIg3KWEWSSyW9pe+tNuN42i/pc1mg3Hj2u/ydBaRqxO6sdAC8fGBjdFDIZH/C4kgRUREJNjccsstQbdAWVVVFT/96U+pra3l0ksv5bXXXqNnz54BjekH5w+Dd7tDTHXjtrKNnyhhJiJhQ+8aI0lGhnvHdekCN9wAkyfD7NlGGZmteXm1YzVCd1s3vbY6oc1mxDR7drsxBpybCy0EZeytqKoyEqUTJhg5vw8+MH6dMMHY7qMPVT0TEkGKiIi0bebMmfTt29cn1/7ggw/o0qVLm1/9+/f3yb1Dgd1u79SXtz3//PPs3buXgQMH8uabbwY8WQZw+jmxUHWOy7bPvl4foGhERLxPFWaRJDXVqGhqryTsxReNX92ohHKnddOrqxOGWrWWmwstUFQUEtPp3cn/DRsGCxbA5ZcHqJDL3SRlcbEqzUKBo1LwhRegshISE1UpKCIRoaKigiVLlhAXF+eT62/atMkn1w0Hhw4dCnQIzbz77rsA/OxnPyM2NjbA0Rji48FceSa2fp83blu7+7sARiQi4l1KmEUSR0lYerqRpGmPm0kGv61G2MlESEA69NxcaIHc3JBImLmT/7NaYeJE4/kdNQr69/dzfiPMkpQRrWmC3CFYE+QiIl5y4MABsrKyOHLkiM8TZg8++CD33XefT+4h3nHs2DHKysoAeOCBB3jggQfaPP7222/nscce83lcJhP0PjjAeYwZ3xze6vP7ioj4iz6ejzSOkrBHH/X8XEeSIVA8SYQ0EbAOPcdCC21pWGghFLib/wPjW/rwwwB0QnqSpJTg1VKC3FkItjOLiLSlsrKS3//+91x55ZUMGDCAd955x6f3++abbwAYPny4T+8jnWe1Wjl27Figw2jRaUdOc3m8pYsSZiISPpQw8xGr1cqGDRtcvurq6qivrw90aEaZz8aNHTs3kEmGDiZCAjpGzMOFFoKdO/m/1vgtvxFmScqI1YkEuYhIsPnoo4/o0qULV111FQD/+Mc/OPPMM+nS5USzx/bt23nsscdYunQphw8fdvvaKSkpdOnShTPOOMOjmBwVZkqYBb/+/ftTXV3t9pc/qssczmSQy+OD3fZSUVPht/uLiPhSp1syd+zY4TIQdN68ee2eYzKZ+O1vf9vZWwe17OzsFp+LhISEAETTAkdSwZOhpIFOMrgTcwsxBrRDLyPDKLFqT2aml2/sG+7k/9ril07IMEtSRqwwa2cWEXF46KGHePjhh5ttP/fcc/nf//7X+Hj16tX8/Oc/90kMdXV1bNu2jW7duvHtt99y5513snLlSo4dO8aQIUO45ppr+M1vfkOPHj18cn8JH8N7nc7iYydB1xNJ3i92f8GEMyYEMCoREe/ocMLstdde469//StVVVWUl5c3bv/Tn/7U5jLMdrudqKiosE+YZWVlMW3aNJdt06dPJzo6OkARNdGRzEegkwwdTIQE9H23OwstJCcbKyKEAHfzf23xeX4jzJKUEauDCXLxgBZUkDBgs9soLC/ktS9fw1pjxRJnYeaImaQOTsVsCr7X8dq1a/nggw+47bbbuPnmmznrrLMa93Xr1o0RI0Y0Pq6srHTrmqeffjrnnHMO/fr1czuOTZs2YbPZOHr0aGPVm0NZWRllZWW88cYbfPDBBwwYMMDt60rkGTikG+wZBQNWNm77YpcSZiISHjxOmNXX1/Ozn/2MRYsWYbfbiW9l4PLdd99NRUUFy5cv59tvv8VkMnHddddx00038YMf/KDTgQc7i8WCpUniJiYmBnOwvAnpaOYjkEmGDiZCAvq+u6WFFpyDSU6GxYtD5s2puwuttsYv+Y0wS1JGLFUK+pYWVJAwUFVbxbQ3prFi+woATJiwY2fBugVcPOBiFv1kEfGxwfU63rFjB7fffjtPPfWU1675yiuveHyOox3TZrNx8cUX89hjj3Heeedx8OBBFi1axO9+9zu++uorZsyYwfLly9v8MFxCn9VqbZagraurc+uD/sRzu8O757smzHZ+3sYZIiKhw+N36b/73e94++23sdvtTJ8+ncWLF7d43P33389TTz3FF198wUsvvURcXBwFBQX06dPHZ6v9SCtsNigogNmzYfJk41ebDS6+2LPrBDrJ4EiEtKWFGAP+vtux0EJBAdxwg7GE5A03GI+Li0PqTakj/5ec3LHz/ZLfaClI5//oh1iSMmJlZLh3nCoFPacFFSQM2Ow2l2QZgJ0T/9iv2L6Cq9+8Gps9+F7Ht99+e6BD4ODBgwwfPpypU6dSUFDARRddRLdu3bBYLNxyyy0sWrQIk8nEp59+ynvvvRfocMXHsrOzGTNmjMtXeXk5e/fubffcxB/0gd3nu2xbs10JMxEJDx69YywrK+O5557DZDLx+OOP88ILL3Deeee1e951113HG2+8waFDh7j11ls7Gqt0RGvLQ06cCMePw9ixrZ8bbEmGDiZCguJ9t9ls9CG+8gq8957xa1paSCZtHPm/pUuhIyP5/JLfCKMkZcTqYIJc3KAFFSQMFJYXuiTLWlK6rZSi8uB6HcfFxXHuuecGOgxuuOEG1q5dy1tvvUVMTEyz/ZdeeikTJhgtdUqYhb+srCxWrVrl8jV48GD69OnT7rmJw3vC7vNctn17qJwDRw74KFoREf/xqCXzlVdewW63M3nyZG655RaPbnTJJZeQmZlJTk4OixcvJj093aPzpQPaWx5y1SrjDenSpfCvfxm9cgkJMHw4lJUZjx2rekZFwZw5gZ9v40iEFBUZw7CsVqNkKTPTeOPcQlzq0PM+s9nIwW7c6Npt2h6/Ps+OJKUGwoemltqZnQVDEj9UaUEFCQOvffmaW8f968t/kTYkeF7HvXv3DnQIbhs3bhxLly7lm2++CXQo4mOdGSXT82QTPa2DOFjfFaKOAUa156odq7j8jMt9Eq+IiL94lDArLS3FZDJ5nCxzyMjI4JVXXuGtt95Swswf3KkiKC013nA2nX/RdL6NY+5WMMy38TAREmZjxIJK0/zl9u2wfv2JOWV6nqVTnF9g2dknBtO3kSAXN2hBBQkD1hpr48yy1pgwYa0JrtdxVFRUoENw2ymnnALAkSNHAhyJBLvTo6v5cucPIfHTxm0rtq1QwkxEQp5HCbOtW7cCcMEFF3ToZsOHDwdgzZo1HTpfPNTRKoL2KtMc822Ki0PmDWsHCtOkDTa7jcLNheStz2NP9W7qKyug7y669j7GFef1JLrXJD7af4iD9RX0jLKQdVEGc6al0iVKT7R4yJEgHzXKeKwh/50X8MGOIp1nibO0mSwDo8rFEqfXcVP19fUUFBQAkJycTPfu3Vs87sABo6WutQW+RBwSTz7El9sudkmYfbL9kwBGJCLiHR4lzGprawFa/YcVYPfu3a3uc8xIsOpTa//oaBWBu/NtJk6Eu+8ObIumB9Sh5x1VtVVMXTiV0m0NrxE7YAJigZMAUyXUPwM9wGSHChP8tiyHJQcuJn/mf4JuxTKRiNPBFYdFgsnMETNZsG5Bu8ddP+J6P0QTWqKiorjtttvYtm0bzzzzTKudI598YiQ8fvjDH/ozPAlBiZYjsP1HLts+2f4JNrsNsyn43yOIiLTGo7/BHJ8wtZUUi4uLa3UVzD179gBw0kkneXJbnzt69CiPP/44F154IQkJCQwaNIjrrruOFSvaHiYb9DpaReBuZVpBgTHIatw4o4VTwp7NbnNNloGRLGvp94Dd6XHp9hWk514ZlCuWiUQULaggYSB1cCoXD2h7te+kxCRSBut13JJp06YB8Le//Y1Dhw412//FF1+wZMkSzGYz06dP93d4EmISB9hhm+vP48G6g2yo2BCgiEREvMOjhNmQIUMAKC4u7tDNli9fDsCAAQM6dL479uzZw3333cfo0aMbB1iOGTOGhx9+mP379zc7/vDhw0yaNIkHH3yQjRs3cvjwYSorK3n//feZNGkSubm5PovV51pZHtKGiQLSmM3LTOJdJqz/KxMmwKRJxkKCj34yjht4hcm8y2xepoA0bE0zIc4cLZo2JULCXeHmQtdkmYdKdq2k6LsPvRiRiHispRWHnWngoIQAs8nMop8sIinxRPLX5PR/laTEJN6+7u2IqG6ZPXs2w4cP5/LL3Z8X9etf/5rY2Fi+/fZbrrjiCpYvX05NTQ1VVVUsWLCASZMmcfz4cW6++WbOPvtsH0Yv4SBxSDQc6gf7B7psL93a8f8ziogEA49aMq+44gpWrFjB/PnzmTFjhkeDS+12O8888wwmk4nU1FSPA3XHhg0bmDJlSmMlm/P2DRs2sHDhQvLz8znzzDMb9/3f//0fK1eupFevXjz99NNMmDCByspKHnnkEf71r39x5513ctFFF7mcEzJaWB6yij5MJZ9SHG+U7LCmaTLsZwCYsGHHTA6zSaKEfKYSz96W71VSYgwIU79jWMtb72b1YRtyCx4n7cwJXohGRDpMCypIGIiPjWfZrGUUlRfxry//hbXGiiXOwvUjridlcEpEJMvAmDH89ddfezSc//TTT+ell15i1qxZrFq1issuu6zZMVOmTOHxxx/3ZqgSpk4f1tBdtDUJem1p3L5863JuGd2xxeJERIKBR/+TyMzMpEePHnz11VfceeedHt3o/vvvZ926dXTp0oVZs2Z5dK477HY7N954I3v27OGMM87g7bffxmq18t1335GdnY3FYmHLli385Cc/4dgxY8njPXv28NJLLwGQnZ3NtGnTiIuLY+DAgTz//PNccskl1NXV8eSTT3o9Xr9oUkVgw9QkWQbNeuic2J1eHqUkk87itivNQrkaT9ziWJWso0x2sH6v8nyRoOAY7Pj00/Daa8ZqyWlpSpZJSDGbzKQNSeOlq17inZnv8NJVL5E2JC1ikmWdce2117Jy5Up++tOfkpiYSNeuXenVqxeXXnopOTk5vP3223Tr1i3QYUoIGPKjU43fbL3EZXvJ1pIARCMi4j0e/W/CYrHwwAMPYLfbWbBgAenp6WzZsqXNc6xWK7Nnz+app57CZDJx++23c9ZZZ3Uq6JYUFRVRVlZG165dWbRoERMmTCA2Npa+ffsyc+ZMPvzwQ2JjY/nmm29YvHgxAO+99x51dXUMHTqUSZMmNbvmXXfdBcCSJUuwtzcLLFg5qggKCii8/M9NkmWeKeESimhlFkhLiwdI2HFnVbK22E1gqfFiQCIiIiFg/PjxHD9+nO+++87jc5p2TjRVVFTk8bUdRo4cycsvv0x5eXnjWJLCwkIyMjIwmTr+AZlElgHDT6YLx2Cr6/uMLQe2sO3AtgBFJSLSeR5//HbLLbcwZ84c7HY7RUVF/OAHP+Caa65h/vz5LFmyhI8++oj33nuPZ599lszMTIYNG8bbb7+N3W5nypQpPPzww774Pli2bBlg/OfCMWvN2ZAhQxoHnJY2tCg6ZqpNmNBye9i4ceOIiYmhqqqKsrIyX4TtHw1VBHn97u70pXJpZdW0lhYPkLCTMbLluXieyDw+zAuRiIiIiEgwiIqCQd12Q8UwONzbZd/yrcsDFJWISOd5NMPM4cEHH+T888/nrrvuwmq18t///peCgoIWj7Xb7cTExHDPPfdw9913++zTKsenakOHDm31GEtDQqemxihx2bRpE2B8utaSmJgYzj77bNavX8+mTZsYMWKEN0P2O6vVKATraLGcCRtW2kiKZbaSTJOwkToklaTEpA4P/k/eAikz53o5KvfYbFBYaCwCa7Ua+d2MDGPUn9sdaF65iIiIiEh4GdJ7H9/uSjSqzM5Z0rh9+ZblXD/y+gBGJiLScR1KmAFMnTqViRMn8vrrr/POO+/w6aefsm/fvsb9Xbt25fzzzyc1NZWbbrqJvn37eiXg1tx2221cffXVDBvWevXK//73PwAGDjRWcNm2zSgR7tevX6vn9O/fn/Xr1zceG6xsdhuFmwvJW5+HtcZKQmwCQxOGsrFyI9ZqK/X2er4cCfY+UVBjgYqhkLAR4qxgqjcuYm+6r8J4vC4DylOx281YaKXtMjnZGBQtYc1sMpM/I5/0hemUbGuYS2HnxCg8599jzCyzNzxO3gKLvx+LOdX/C0NUVcHUqSfWv3AkjnNyjHUx8vON7mXfX0REREQkuFitViorK1221dXVER0d7fY1hvQ/CruALZe4JsxUYSYiIazDCTMwKrBmzZrVOMS/traWgwcP0q1bN3r16tXiOV9//TV///vfefrppztz62bGjRvX5v4PP/ywsW3zxz/+MXCi0qxHjx6tnhcXZ6z6Ul1d7Y0wfaKqtoqpC6e2X/UTC5yJ65z/NpId2E1GxuO8HGPVm9fyyTzcMNjfuVQtORkWL1aFTYSIj42n+MZiisqLyF2Xy57q3dRXVcDOXUQdOYrFWs3wbXWUJUBFnDGzLHMdpPRLwrw43++vE5vNNc8FrlWWpaWQnm6M+ms1NE8uIiIiIhJCsrOzmTdvXrPtCQkJbl9jyFlRsJpmg//LKsqoqq0iPlYfKopI6OlUwqyp2NhYYmNjW9y3bNky/v73v/Phhx9it9u9njBrS15eXuMA/2uuuYbzzjsPMD45AaMarjWOT1YOHz7c6jGjR492K47NmzczePBgrF4cjm+z27jqtav4bMdnXrvmCU4JgT6ldM+cxLDUuVjfjofKSjjlFLj2WrjkEqiv9+rQf5sNPv4Y8vIq2LsX+vWDa66BceOUl/OWioqKTp0/qvsoHrv4seY7bDZYvhz+/W/Y1fA6efRaKn3wOnHHRx+55rlaUlICb70Fl17a+YtUtFHlKh3X2dertE7PrW+EyvNaX1+v4e4iES4rK6tx1rPD9OnTPaswG9UdXgN2XQDHToKuJ947rdi2ginnTPFWuCIifuPVhFlTx44d4/XXX+fvf/87GzZsaFxp0l//MVu/fj333nsvH3/8MQDJyck899xzjftjYmI4fPgwR48ebfUaR44cAfDoHwx/+njLxz5KljVXffJnlA42camPk51798KsWfBZk2/rjTfgwgthwQLo08enIUhnmM1G5qnV7JN/vfWWe8f9+99thOzJRf7v/9w7VkRERCQIWCyWxlnPDjExMZg9+JR6cFLDiJv6aNg+FgZ/1Lhv+dblSpiJSEjyScKsqqqKF154gezsbKxWK3a7nV69evGTn/yE559/3he3dHHgwAEefPBBXnzxRWw2G127dm1cdKBLlxPfclxcHIcPH+bQoUOtXsvRitm9e/dWj1m9erVbcY0ePRqz2dzsH6TOeLf0PWg9NK97d+e7XDfmOp9d32aDq69uniyjYbGBzz6DrKx22ufEI958PQajQ4faX+zCZDKOa/Wp8OQiDe0L4f68BoqeV9/Rc+sbwf68RkVFYbPZAh2GiIS4ISPjTjzYekmzhJmISCjyasLs66+/5plnnmHhwoUcOXIEu93O4MGDue2225g1axbHjx/3ecJs9erV/PSnP20c0j9lyhT++Mc/csYZZzQ7NjExkcrKSnbu3Nnq9Rz7+vfv75uAO2njVuuJWWM+ZsKEtca37XSFhe51vhUVQZr/Z8dLCLJY2l8Z1m5vI1nmtYsEhhb2FBEREV/r1Qt6dz3EvmM9jMH/TlbvXE3tsVpiu7Y8ukdEJFh55e3SsmXLuOaaaxgzZgyvvPIKhw8fZuzYseTl5bF27Vpuu+22xuH5vlRcXMzkyZPZtm0bAwcO5L333uO1115rMVkGcPbZZwNG62ZL6urq2LRpEwDnnHOOb4LupL3bLH5JlgHYsWOJ8zAhYLNBQQHMng2TJxu/FhQY21uQl+feZXNzPQtDIldGhnvHZWb6+iL+V1VlzP2bMMFYzPODD4xfJ0wwtldVBTpCERERCRdDTjlo/Gb7j8AW1bj9uO04K7evDFBUIiId1+GE2bFjx8jNzeWiiy5i6tSp/Pe//8VsNnP11VdTXFxMQUEBV111ld/mlVVVVfHTn/6U2tpaLr30Uj755JN2V8685BLj04+CgoIW9y9fvpyjR4/Sp08fRo4c6fWYvaHPdjffyHtJ5igPEgIdeLdutRqdbW0xmfw+N15CWGoqJCW1fUxyMqSk+Poi/uXuwp7qxBIRERFvGDKw4T8VR7vDrvNd9qktU0RCkcctmS3NJzv55JO54YYbuO222xgwYIAv4mzX888/z969exk4cCBvvvlmq6t1Ops8eTLdunVj48aNLF26lCuuuMJl//z58wFIT0/3aOilPw3tlspnW5Pg9Hb6GL0gOTGZlMFuJgTcfbfeZBhZCHe+RZYQ6POz2W0Ubi4kb30eJ/3cSsLwBCrKhkLCRoizgqkegN69ouifZOGxFUPZWLkRa7WVeruxL8ochSXWwtCEoWy8YwDW83tRv3+/sc8OfWsgYx2k9kvCvHhx0HzvoPbmcBYCP34iIhKBzvpBLHza8GBrMvQ/Mee5ZGtJYIISEekEjxNmQ4cObZxPNmjQIG699VZuuOGGNofi+8O7774LwM9+9jO3kmVgDOK96aabeOaZZ8jKyuKZZ54hNTWViooK5s2bx7JlyzjppJO46667fBl6p2RmmFkwNR9mpMPAhn+I7IBzlZbz47b2NWHChB0je5WcmMziGYsxm9x8N9bBd+sZGUYRWnuCrPMtslRVuSZDHcPwc3KMKqz8fIiPD2yItVVMXTiV0m1Or8F+DV/g8rrfB7z+tfHVrlMavpyukXMeJA2wk38SBPa7duVJe7MSZqEjBH78REQkQg29uDf8s+HB1kvgR0827vtk+ycctx2ni9kna86JiPiEx39jHT58GACTycRFF13EpZdeGvBk2bFjxygrKwPggQce4IEHHmjz+Ntvv53HHnsMgIceeog1a9bwySefMHPmTJfjunTpwjPPPMOgQYN8Erc3pKZC0gXxlL5SDIOLYFSuUT1TkwAVwyGhzKWaBnsU1Fga9/UaYGX0hfWYTCeqaYZbhlNWUUZFTQWWOAuZozJJGZzifrIMOvxu3dH51lauLcg63yJLBysH/clmtzVPljXljU5xp2uUbl9B+sJ0im8s9sKFvcPR3tzewp5qbw4dIfDjJyIiEezcYU7/+GxNdtlXfbSa/+3+H6P7jfZzVCIiHedxwiw/P5+nn36awsJCXn/9dV5//XUuvfRSfvnLXzZrafQXq9XKsWPHOnRut27dePfdd3nqqad4/fXX+f7774mNjWXs2LHMmTOHsWPHejla7zKbjYqC9HQzJSVpsNn9UpHkZFj8go+qETr4bv3E92MUoDWVnAxB1vkWWUKgz69wc2HbyTIfKdlWQlF5EaO6j/L7vVui9ubwEwI/fiIiEsFc1kirsUDlOXDKiRL+5VuWK2EmIiHF44RZSkoKKSkpfP311zz99NO8/vrrfPTRRxQXF3PmmWfyi1/8guuvv56TTjrJF/G2qH///lRXV3f4/OjoaObOncvcuXO9GJX/xMcbFQVFRUbBltUKCQkwfDiUlRmP6xsKzKKioG9fo6UxJcWHiadOvFt3/n6ys6GyEhIT/RCztC8E+vzy1rsZow/krsvlsYsfC9j9nam9OfyEwI+fiIhEsB49oH/8YXZUNbwP3HKJa8Js63J+86PfBCg6ERHPdbiJ/JxzzuHvf/87Dz30EM8//zwvvPACmzZt4je/+Q0PPfQQP/vZz7j11ls59dRTvRmvtMJsNt4gBc2bpE6+W3d8P6MainVUBRMkQqDPz1pjdZm/5y8mTFhrgqe/0aftzc5T5/fsaZ6R1wR6nwiBHz8REYlw5w41s8PRJbI1GX74QuO+kq0l2O12TCZvzMYQEfG9Tk9djI+P53e/+x1z5sxh4cKFPPPMM2zYsIEnnniCp556imuuuYZf/OIXnHfeeV4IV0KGhpGFpxDo87PEWfyeLAOwY8cSFzyZ3Zbam52TLR1ub246db4lOTnGa2DUKOjfXwk0LwmBHz+JINu2bWPGjBmBDkMiyLZt2+jXr1/7B4rHrFYrlZWVLtvq6uqIjo72+FpDz4uhsDFhdonLvoraCr6p+oZzTjmn+YkiIkHIa8uUREdHM2vWLGbNmkVRUVHjnLOFCxfy+uuvk5SUxKxZs7x1Owl2Pnu3Hoacq3WsVuPdbrAmGEKgzy9jZAY5a92I0QcyRwVXf2NL7doWSyfam1uaOt8aqxU+/ND4vZZw9IoQ+PGTCNG/f38A6h3VpSJ+0K9fv8bXnnhXdnY28+bNa7Y9ISHB42ude67Tg32D6XLoFI73OJGM+3zX50qYiUjI8Mm6vi3NOSspKaHUnTdZEj68/m49DDWt1nEkFYM1wRAClYOpQ1JJSkzy++D/5MRkUganUFlR2f7BfuTVdm13ps63Rks4dloI/PhJhHj00UcDHYKIeFFWVhbTpk1z2TZ9+vQOVZi5JMwwYdt5IZzzfuOWNbvWcP3I6zsYqYiIf/n0XYtjztlXX33F73//+w59SiEhzvFu/ZVX4L33jF/T0vSGGVqu1nHut3IkGGw2v4fWKkflYLLTUuHOcyiCoHLQbDKTPyOf5ESnGJu2sdlb+X0HJScms3jGYsymMH9duzt1vjWOJRylQ8xmyH95L8k91jZuM3Hi74fkHmtZ/NJe/fUqIiIesVgsDBs2zOUrJiaGqKgoj681cqTrY9tu11Uxv9j9RWdCFRHxK59UmDXVdM7ZP/7xD3/cVqR1wdAG6U61jiPBEDSrORASlYPxsfEU31hMUXkRuf+4Fevu70iogeEVUJYA1jiob8jzRdnBUgPDEy+gLGUE1mor9XajzSjKHIUl1sJwy3DKKsqa7esb15fMUZmkDE4J2mSZzW6jcHMheevz2FO9p9n3NjRhKBsrN7b4fTfb13sNURnG8zW0Aja28lw69lXEGY8z1kFqOZjtaAnHzrDZiL/xKooPraCIFHLJxIoFC1YyySXlUBHmnyWpik9ERALGYoFTT7Wze3fDfw52XeCyf82uNRr8LyIhwy8JMwfnOWciARMsbZDuVusEY4Ih6JZlbc5sMpM2JI20DWfDB5vbX1pwYl94KjCzz3ylqraKqQuneq89tRdwMuD8f1y702O76z6THewmyDkPkrZC/kKI1xKOHdeQZDcDaRSSRmHzY4IxyS4iIhFl1CgTu3c3PNh1vsu+/Uf2s+XAFgb1GuT3uEREPKWPoH3EarWyYcMGl6+6ujoNyA20YGqDtFpd2xlbYjIZx0nHRejSgja7zbvJMoemL1lT6/vsTo9LT4f06WCzqDW/wzxJsouIiATID37g9ODA6XSt7eGyf82uNf4NSESkg/xaYRZJvLnajFuathgmJMDQobBxI1RUBPfKix5y91u97DJYtqxJ1+W5X5BauqLtTLG/KjSCLJHj3LpnrbGSEJvQarte37i+ZIzMIHVIatC2IjaK0KUFCzcX+n3hg/aUDISi4cNR7VMHOZLs7VVLKskuIiIBNGqU8yMTUbt+wLEzShq3rNm1hquHXu33uEREPKWEmY94c7WZdjVtMWwq2Fde9IAn32qPHnDoUJPt/JAkPiafqcSzt/Ub+aMNMogSOR1p3ctZm0NSYhL5M/KJjw3i11OELi2Yt76TA/p9JDeqTAmzjgqyJLuIiEhLXCrMgCO7fwROCTMN/heRUBHkpSGhy5urzbSppRbDpoJ95UU3efqtOpJlTbeXkkw6i7E16y1r4K8KDUcipy1+SOR0pnWvdFsp6QvTsdmD+PUUAit7+oK1xoqptdd4gJgwYa2tCHQYoSsjw73jwqxaUkREQss550DXrk4bWhj8LyISCsLrHWIkcmelxaYcLYchpiPfamtKuIQiWklE+atCI0gSOZ1t3SvZVkJReZC/nhwrexYUwA03wMSJxq8FBcb2EK24bIslzoKddqqR/MyOnYRYVT91WJAk2d1msxk/Y7Nnw+TJxq8FBd77wMbX1xcRkQ6JjoZhw5w2NBn8v7t6N7sO7fJvUCIiHaCWzFDn7hDopoJx5cV2dPRbbU0umS2vMgduV2g0nafmPCoOWt/XmANzJHKKiow/E8eBmZnGm14/VD15o3Uvd10uaUOC/PUUAit7elPGyAxy1gbfqp/D61X91GGOJHt6uvHBB7jONAumaklfr0YcLKsdi4hIi847D9aubXiw9yy61HXjeMyRxv1rdq3hyh5XBiQ2ERF3KWEW6twZAt1UiA6FbvxWscHgQhiVB3FWqEmAiqGQsBHiKqDGAusyoPwyGLysleP28I5pDxOAKDtYamBoBWxMAOuAXtTv/DO8+hhR5igssZYWh9/bjkex7lMLFWUN1+xTAQcs5NyawYWnpGLCzKpVRuxtvpcLcCLH0brX0WokEyasNaH3egp3qYMuI2lfD0p7H2r/YH/ZkkxZeQpcG+hAQlgQJNnb5e5qxMXFHYvX19cXEZFOGz3aaVSv3UzX3cM4PvBEK+ZnOz/jyrOVMBOR4KaEWahzZwh0UyE6FNpiAXu3Kpg5FU5veKNkB5cxTXYTmOxwXg4c6QHdDrVyHFSZoKClfeyH8g/bD8gO9Gv4anLvz7YmwWv5gJEVC+b3cp1t3bNjxxIXWq+ntlZatVqh3siJEhVlvO5a29e3b/AuPmsuWkb+84dIn2GsTgm4vtZb+Jnw/r6GnwmALcnw+mIqLg2yJyoUBXu1pDv9851ZjdjX1xcRiTBWq5XKykqXbXV1dZ1arGz0aNfHh3dcCk0SZiIiwU4Js1Dn7kqLTYXgUOiZ19vIiXJKlgHNZpqbnBI/3Q61cVwrv/dEW/c+vRRmpMMrxWBvniAIpvdy3mjdyxwVOq+n9lZa9VTQdoDl5RF/GIpfgYmD51IwqgLi9oCpIeNnjzKqMSuGQ0KZUYXp9X2Ois9MKE8BuzkUc/XiKXf75zs6GsDX1xcRiTDZ2dnMmzev2faEhIQOX/MHP4AuXeD48YYNO8e47F+1YxV2ux2TqaP/ERcR8T0lzEKdYwi0J+/+g2kotCeGFLomy4LdwBIYXASbW37DFizv5VKHpJKUmNThwf/JicmkDA6N15M7K612hHPVYNBo6GE22+102XwZps0TsQfBOi8hmKsXT7k7KmDDBuOH0tPyTHeuH6KjB0REAiErK4tp06a5bJs+fXqnKsxOOglGjID//a9hw44LXfZX1lay5cAWBvUa1OF7iIj4WuDfPUnntLTSYlMBWHnRF1770stT//1hVG6Lm4PpvZzZZCZ/Rj5JiU6voabvQ+0t/z4pMZnFMxZjNoXG68mbK602FXSLzzq1a1uwBkWyLFRz9eIhd0cFfPYZjBtnlH16+/ohOnpARCQQLBYLw4YNc/mKiYkhKiqqU9e90DlHtm8I0bXdXfav2rGqU9cXEfE1VZiFg5aGQCckwPDhUFYGFRXBNxS6Azo7nN7v7CajXa2lXcH2Xu5wPPaXimFXkZHka1wkobW2u76wLhP7aSkw1QyxgQ3fXd5eabWp3Fx47DHf3sNtTu3aGeSRw+yAhhPCuXrxlCejAjoy1NHd66ucUUQkoEaPhuxsxyMTUTvPhzOXN+7/bMdn/GT4TwISm4iIO5QwCxfBPgTaCzo7nN7vTHZjflMrguW9nKNNcUWpGUhrtYW0JSs2B9cCBu3pyKKy7gqmqkHApV07lUKSKKGUNipRfaB3b5gyBX7605DO1YunPB0V4OlQR3eur3JGEZGAu9C1C5PDO8a7JMxWbf/UvwGJiHhIb18kZGSMzAh0CJ5b13JWLJjey3W2TTHoWhHb0JFFZd0VdFWDTu3aZuzkM5VkljsdYGtyQit9tx7tOyE5GTZtMgqB0tKULIso7owKaCq35fZ1t68fJqMHRETCyYgREBPjtKHJHLPV21ZxtP6of4MSEfGAKswkZHR2OL2/dd+bTHW5kRVzrmoKtvdy3mhTDJYFDNrT0UVl3RUsVYONHO3aEycSX1BAMZdSRAq5ZGLFQgJWhrOBMoZhxUI9xqySKOqxeLLvtEQYMZKoKOjbN+S7vwWM0tPCQuMvCKvVyAZnZBjVXe78wTpeexddZMwqa0tHyjNbGkUQBqMHREQ8YbPZOOuss7jooovI88HciW/3fsuIf4zgy9u/7ND5XbvCeefBypUNG7b/yGV/LUf5bHMJSWcFyafIIiJNKGEmIcMxnD59YTol20paPMZ5xlnP6J4cPHqw5YvZAVMLv/fSvqQBSSyas5i1U8xB/16us22KQdeK2IaOLCrrLkfVYGWl96/dKWazsa57w4qZaRSSRqF377GgANJGeveaEjhVVa7LyTr+gsjJMX6A8vONhFV7zGYYNqz9hFlHyzMjYBSBiEhbli5dyp49e3x2/aP1R/mm6htsdluHF3j60Y+cEma1p9B9zyCq+37fuH/ZG38m6Q9KmIlIcFLCTEJKfGw8xTcWU1ReRO66XKw1VhJiExhuGU5ZRRkVNRVY4ixkjspk/KDxfPT9Ry7HDT1lOE/kllFR03SIvaWNAfet70uosXNXxVI2JkBFHFhqIHMdpJxmx5weGu/lOtumGHStiG1wdHKlpxutpN4SbFWDzfiyFzWY+oul8xxDDZ2zys6vHU+H9GtAv4iIT3z33Xfce++9Pr/PMdsxdlfvpl+Pfh06PykJnnzyxOO67ydD3380Pl72XSH37doFp53WyUhFRLxPCTMJOWaTmbQhaaQNaT8T1dJxWcM8SZi4lpGZsGFvGP2XzHIWk06LdRabV4TMNHxvtClmXm8jVEYitreorNUK9Q050agoI9fU2r6QaT/0VS9q0GcKxWPuDDX0ZEi/BvSLiHjN//73P/Ly8vj8889ZvXo1NlvTeaS+8f3+7zuVMHN2bPMEGHsiYbaiXz1Hfnc33V7xYJaliIifKGEmEcejhIntGJZ1hQyvWEYZw6jAggUrmeSSQhHmtlbt9HTltwDpbJtiMstJoQ4I7u/TWcR1cnm7F9VigVdf1TT/cOTuDBx3Bxe2VNYZzEMdRUSCWGlpKc8++6zf7/v9/u+5OPHiDp172mlwxhnw3XcNG7aMw2Q3YTcZ/w4c6QqfFOdx2Se/MPo3RUSCiBJmPmK1WqlsMsyorq6O6OjoAEUkztxPmESD7Qoo6uo6WHqnGQrcaHELgWn4LbcpNq0Ya3l4m6PKzvyvKTAhuL/PiObtXlSr1bimkhzhx52hhp4OLtSAfhERr5gxYwbjx49vfJydnc0LL7zg8/uW7yvv1PlJSU4JsyO96XX4fPbFrmncv+QcuOy222D1amPuqohIkNDfSD6SnZ3NvHnzmm1PSEgIQDTSKS1l1yZP9v6bygByeT/7qh3rkpUk7Pu61VUS+zpX2ZkIme8zorVVWvn551BQAPv2uX+9EEgGSwe4M++uI4MLI66sU0TE++Lj44l3WnTFX+8ryvd3LmGWnAwLFpx4XP/VFLjgRMJs8bnw16VrMT31FNx1V6fuJSLiTUqY+UhWVhbTpk1z2TZ9+nRVmPmTzWbM48nLO1HRkJFhtKe1VdHgznm+elMZQGZspNkLSTPlwQXbYf169xJhdkLq+4xobSUtbDYjmTZ7NuzY0fZ1QigZLB7SkH4RkbA2evRot47bvHkznGz8/mvr11g78e/+uedGgdPU34Or0uGChxofl/eG9X1hxP33s3f8eGwDBnT4XqGqoqIi0CFEDD3X/nX8+HG6du0a6DA6TAkzH7FYLFiaJBFiYmIwq/XEP6qqXFd6c1SD5eQYdeH5+UbFjYMjSfbii7B0Kezf3/Z54famsrXny12h8n1K65yTae29tkMsGSwe0JB+ERFpYuvBrZ06/6yz6omPt1FV1fA+aPcP6G06nX32E9d9YziMKqqlxx/+wAFfLFQkItIBSphJ+LHZXJM/4Jr8KS11XcGyabLIWWvnhdObyvaer/aEyvcp7gm3ZLB4RkP6RUTC2urVq906bvTo0XxV9RUAO6p30OeUPnQxd/yt44QJ8Nprjkcm4q1Xsy/hycb9OT+Ah5ZBzAcfYPnkE+P/phGoacGF+I6ea//oEuJzCfU/Xgk/hYXtrwboWMGypWSRO+c53lQmJ5/YZzKd+H1bbyptNmNe1OzZxiy02bONx35aGrwZd54vZ+5+n6Ek2P5MAsmRDG6LkqThzTHvrqAAbrgBJk40fi0oMLY7V+eKiEjYq7fXs+NgO+Ma2nHFFa6Pdy+9weXx9pOh4IyGB3fcAdXVnbqfiIg3hHa6T6QleXnuHZeba1RNeJIscpyXltb+ym9gvMF0noU2ZQo88QSsWGHsb69V1B/cfb4uvxz69Qu/Fe48bd8Nd6owEtCQfhERcVG+v5yBvQZ2+PzLL3d9XP3teZzd43y+OfRF47a/j4GJ3wLbtsEDD8Bf/9rh+4mIeIMSZhJ+rFb3V7B0N1nU9DyH1t5UtpWEcda05XPqVLj/fqNm3ZOFCjrD3eerSxd45RXfxBAonrbvRor2ksGR9FyIiIgI5fvKGT9ofIfP79cPRo401pRyOOPAz/nG/IvGx++eDV+cCufvBubPh5/+FM47r8P3FBHpLCXMJPx4soKlO8mils5rS2dmgpWWGu1P4L9KpzBc8dNtnrTvRlqljSqMREREpMG3e7/t9DWuuMI1YfZ9/izir/8/qg5XNW770yXw5ptAfT3ccovRlREV1el7i4h0hMoEJPxkZLh3XGame8mils5ri6czwVrTUqWTL2ZqefJ8hRtP2ndFREREItQ3e7/p9DWazvHfuLY7Pz3zLpdtbw2DdX0bHqxaBf/8Z6fvKyLSUUqYSfjxZGi5u8mipue1xdM2T3c5Kp28LZKHvDsqDNvStA1XREREJAJ0j+7OnWPv5JnJzzDnR3M6fb2LL4ZTT3Xd1mPjLzg55uTGx3YT/GoSNH5s/Lvfwe7dnb63iEhHqCVTwo8nQ8sdySJ3KsLcHXbuaZunJxwLDnhTJA95j+R2VBEfs9mMgtu8PNizx+iuAaOzpm/fjo1n9Mo1fRGYiEgYOv3k03ly4pNeu57ZDFdfDf+/vfsOc6rK/zj+TjJ9BhinZCjSQZqAIrCUAZWmIkgTEEHBgqKLHQUXZS2Lrmtfl7XA+hMFRREFKYr0XgWU3puUqbTpJfn9ERIyTBIyPcN8Xs+Th+Sec889Odxkbr73lP/+99K2+T9U4Zl3n+GVFa84tq2oAzOuhyE7gPPn4bHH4IcfrnyTU0SkmClgJlcnbyctdxUscnbNNbYJFx56yPvJzgszzNMbJdnTqaJO8j50aP6FGFy5GoejipSgy9c9caWg0zN6XWb0Pua0eJnIa4PzB7+8LcRshhYtoEYNBdBERIrRgAF5A2ZbtsCUqOf5vyr/x9FzRx3bx/SAnvuhSia2G7fvvQfPFb2Xm4hIQRhSUlJK4Je9uNK6dWuMRiM7d+4s66qUG/EXA0Tmku7hY7EUX7Bo0SLo0aNk6jl8eLGtVFlqbevLLBbo3Nnzj+fY2AKtkql2LRlq15JT3G3rzcfKmTcfsYKWeQ3J9OYnhjGdrh0yMP4023YDpCCFOCvEwivl5Zxt1qwZFouFzZs3l3VVRMSHlNTvlpwc270I53vAY8ZAhwd/pP93/fPkHbIdps8CA9h6AS9bBp06FWt9fEV5+ZtxNVBbl67GjRtjMBjK7XWGepiJb7IPmZkyBRIToWbNkr3LX5wrAhZkmGdBh26qp1PxqsjDUUWcWCy2WP/06bYfMdHR0KQJ7N5te+08atFsvpSWkGB7PXQo3Hqr7bfM228XLCblzUK0BV1L5QwRfMkIvmQEHdeuZs6d9xP56pOFX5DFvvBKAYLnIiKSn5+f7f7v229f2jZ1KvzjH33pUb8Hvx781bH9m+bQ+SiM2oztD9HgwbB5M1SvXvoVF5EKSQEz8T3uhswUdPxOWblSEKZjR3j2Wfjpp0u92e69F1591bZ0tjtX68T7ZcF5DqP4eKhXD3r1gl27LkUArvbhqCIXJSfD/ffDpk0F39eAFSsGpk6FSpWsXLhQuPllrjQ9Y1HWUllDLH03jGPFO/8o2kpH3kT2RETkih56KG/ALCEBfvrJwOTek2n5SUvOZpx1pD1+J4RnwD07gFOnoF8/282LoKBSr7eIVDwKmIlvsVg8zy9TXu7yezMnWP+83c656Sb1dCoNlwdkLw9m/vgjbNtm+397771L3Wc0h5FchSyWwgfLAKxcCpAVNljmzfSMRV1LZTWdWLr1GroVdUGWklh4RUSkjMXHx5OYmJhnW2ZmJgEBAY7X2bnZJKYlUq1StSIfr1Ej28jKVasubfvoIxg4sBaTe09m4MyBju1WA9zXD0Ky4a69wMaN8MgjthvpWgRAREqYAmbiW7wZd1Ne7vK7GeZpscASl0OfIokPXUluq2Q4dQpTdjoxVTIZOjKErs/dYIvVOI+ZUiCn4FwFZJ1/PK9ZA/Xrw4ULttf2H9flpXejSAEtWVL4YFlx8WYh2uJYS2Vaen+6Wb8tfAElufCKiEgZmjx5Mm+++Wa+7ddEX8Nd39zF3qS9HDpziDrhddj/xP5iOeajj+YNmK1aBRs2wN1/uZvxncYzcdVER1qOCQYOhPlfQ7dDwFdf2RZmGTOmWOoiIuKOAmYlxJs7NeKCt+Nuyuld/qQkuKuPhbWnlkCL6RARD+ejYV4TiN4NUfEQnQtNAasJUs1MnduE6APv0yLgF4znbeeUKQLM56DJq1PZ/X00Ce1bYg6vwdDmQ+larytGgwJoLnkTkLUHyyB/MK089G4UKYCiDHUsTleannHoEAtTpxb+c2fAQnxwHUgrdBHeRfZERMqhkSNH0q9fvzzbBg8eTK4xl7n75jq2HT5zmLTsNEL8Q4p8zIEDYexYOHHi0rZ334XvvoPXb32dC5kX+PfGfzvSsvyg173wxeyLwzNfeAGaNoWePYtcFxERdxQwKyHu7tRER0eXQW3KEW/G3ZTTu/wWC/S8O4mNjfpA94tBGyvg3Jvc+bXT8wRgiRUwu8hHAoYji7EaYOrvU+lYsyNz7plDZIh6QuVT1OhAeendKOIlX/gq9WZ6xq4soSPBrCG2UMewYsTcqgakebkgiztaeEVErkJmsznfioGBgYFgAKPBiMVqASDXmsumE5u4uc7NRT5mQAA89ZQt7mU3axbs3w8NGxp4//b3SclK4fNtnzvSM/1gyN2wuTq8udiK/5AhsH69baiGiEgJUDeJEjJy5Eg2btyY51G3bl0iIiLKumq+zZtxN+X0Lv+ixRY21usDtZx+rF0+9YLBzfMrpFmdXq85voa+M/o6Lm7EiT0gWxTTphVPXUR8QFl/lXo7PaPxm+nMoQ+xOI3foWBjNIeNqWYbVh1buKCbx8iefZnRESPgjjugRw8YNAjuuce2bdEiWx4RkXLEaDDSMqZlnm2rj60utvIfeQQqVbr02mKBv//90rE/6/0Zg5sNzrffux2g8wNwwO883HWXbfUaEfHIarVitVqxWC1YrBZyLbmOh9XN72+L1UJmTiaZOZlk5GSQkZNBenY66dnppGWnkZadRmpWKqlZqaRkpTgeFzIvcCHzArmW3FJ+l8VPPcxKiLs7NUYN5fJs6FDbfFFXUg7v8r/7w5K8wbIStPr4apYeXkq3euoJlUdRJ0Iqp70bRdzx9iu3OLRqZZsC0GSCmJgCLkQbH0+k4QwrrDezlC5MYxhxmMnFhBXYTBvO4v6GVOxfsunSzR+Mly3IEhcHuRcv5nJzYceOS59xbxdecbeyszPNgygi5VSnWp3Yenqr4/WiQ4sY33l8sZRdpQo8/ji89dalbd98Yxuq2bIlmIwmpvWfRkRwBB9v/jjPvutrQstR8PaiA4waeDfGXxaCv3+x1Ku8s1qt5FhyyMrNIseSQ44lh2xLNhk5GWTmZBIWEEaNyjVc7rvy6Er+PP8n2bnZZFuyC/Rv0+imPNP+GZflfrr5U5YdWWar38UbXvYgzZVe17+mPm/3eBtXPvvtM77e/rUjCGTFFhByDgxdvi07Jxur1UqN8BosuX+Jy3KnbJnCP1b+Ayu2IJP9X3t5gKNMe53t+QJNgZx87qTLcmfsmMHIuSPzBKi8bQ+AhOcTqBxYOV+5Cw8spOfXPV2W6439T+ynQUSDfNu3nd7GTZ/d5HU5l1v74NpC7+srFDAT39K1q+1HhacfHt6M3/FBu/xKd7Kgr36fpoDZ5YoaHSinvRtF3OnaFdq0KfmJ/2Njizj938VgtxHoxhK6kfcCN4kI+jKb1XQCwIDVsYJnbEcrs+f4Xzq2mwVZAFv3BlfBNJMJnn3WvkILJCTY6jRkCLz2Gqz14oJQ8yCKSDnUpW6XPHOJrTq2itMpp6kaVrVYyn/hBfj4Yzh//tK2sWPh559t9y38jH78987/0jKmJU/+8iRZuVmOfGkB8Nc7YerxZTw59g6qjHqajJwMRxDHPtrCgAGjwUjbGm1pFNXIZT1WH1tNdm42RoMRg8GW376f8+us3CzHwx6IahrdlOsir3NZ7owdM0hOT3YErnIsOeRaci89t9qen085T44lh8CgQEda9/rdGdRskMty7511L9vjtzt6/dh7ANnr5ilY8tCNDzHlriku095c/Sa/HPjF7b6e3Fb/NrcBs40nNvLtzsItvNOqWiu3aYfOHGLF0RWFKjclJ8Vt2rmMcxw9d7RQ5QaY3M9ZnmPJISXL/XGLQqOLSoYCZuJbjEbbHfi+fW3zRV3O2/E7vig03jZ20lDEpd68YTWw+7h6QuXjTUD2Ssph70YRd4xG+PJLGD4cNm50l8vN5IrYJtO3XpzdoTLnOE8V23YvO2d57QrB7kiSWcHNLH1rM9N2tSI+3oDZbO/FZvD+2PZg2o03eu415ryCbkFoHkQRKWd61O9BWECY40e+xWrhu53f8eRfniyW8iMi4Pnn4eWXAaxgymLhIiOzZvlz992X8j3a+lFqVKpB/+/6k23JzlPGxpowjCXwjeveQnb/ueM/bgNm/b7tR2Jaosu0K/ln138yNnasy7SXl73MgeQDhSo3LCDMbcDsQPIBdsTvKFS5mbmZbtP8jYXvpecpYGMowpQonsotykJnnoKKRamvu+GNxaGkyi6xcgs4fYYvUsBMfE+k05CZyZMhMRFq1izg+B3f07S2mRMJpfSlYbCSfEw9ofJxFZB1/mVfqVLeVTIvV057N4p4EhFh+1js2GHrWBUfD9HR0GzHt+zckk78xaGPACZyMRNPM3axk6YkYMZMPMOYxi0dsln+3Fym/VSZ+HicAlbF8LXtRbDbGNuRbmNuoFtRj2WxXHmIZVEuLMvpKs8iUjEF+wdzV6O7+Hr7145tn/72KU+0faLQQYUT50+w6NAiVh9bzdbTWzkWcBxePgfGbNuN5ZkzeOqpwfToAZWdRp91rNUxX7CsIDzVtyi9czzVqSgBnRxLjtu0IL+gQpebmeMhYGYqoYBZvsmZi6fcIgXMPPwtL0p9PQbiilCuJ0UJ8Hkst4TqW54oYCa+yX6Xv0UL2+urYBjccz2Gsmh6KU0WBETs7F1qxypXIi+bw8j5l33LltC/v+tgWnnu3ShyBS5HKS6KsE1efyXdu8ML46BLF7oZjXTrX0IV9BTsvuzzabHAkiW2hXEvH1lpNl8aWRkf7yLN7wC71zxMPH+7GCg0YCIHM/E0YTe7aeIURHSflsU5jORQiyyGMp2uLMFoQPMgiki58+AND+YJmO1K2MXqY6vpVLuT12UkpCYwa/csZuyYwcqjK/MHFUxOz/3TOXnSNjTzY6epy8KDwgk0BXrsIeWJp+BKUXrYZOeWfsAs0C+w0OU6D2u9XN3wurSIaYG/0R9/kz/+Rn/8jH6O5/n+dXreOKqx23LvvO5OYsJiHAEYe4DHgMHlczsDBsyh7n8H9rquF1XDqmIymBxDZ52H0zpeGwyObefPn8dgMFA10v2w4j6N+9AwsqGjTs7l2evvnAaX/q89/Z/f1uA21j20zvHeHO/TqQ08vQ4NCHVZbvtr2/P7qN8LXW7t8Nouy20a3ZT9T+y/VN4Vyrn82DGhMS7LLU8UMBMpJd3rd6VttY5sPFUKE/8fjaXJ/uiSP0555WkOI3fBtHLcu1GkULydU/KXX0rns+Ep2O30+fRmDn7Prrv4cD8U1bu0+IvPY5jKCDqymjnWPkReBTeARKRiubXurTSMaMj+5Es/nD/57ZMrBswSUhP4cc+PfLfzO5YdWeZ9Ly6/dNsxPoHbbrPdKwHbD/Bqlapx5OyRvPkv/xq+yB5sMYea8Tf5Ex3i/to4MiQSk9GUZ2J354ni7a8DTAGOhz1YFB4U7rbcm6rdhDnUjJ/RDz+jHyaDyfHcz+iHyWh7nZOZg8loolJIJce2jjU7ui13bMexPHDDAwT7BRPkF0SgXyBBfkEEmAII8gvC3+hPgCnAcRx/kz+BJlseT73I3unxjtu0oujbuC99G/ct9nLbXduOdte2K9A+8RdvXF2+QJ+zetfUo9419YpUN1eiQqKICokq9nIrBVaiRUyLYi830C/Q5WIAFYkCZiKlxGgwsmDYHPrM6Mua4xd7SBTmN5jLNKe50Y7GwozZ3Hf9u0DnYn4XFYCnYJpIRVLAXl2lVicPn09vRlN6z+DmeeHS1hBLX2az4t5MFHoXkfLEaDAyqvUonvv1Oce2b3d8y+OtH6djrfxBnQuZFxjw3QCWHl5KrjW34Af0T3c8ffBBuOEGqFPH9npK7yn4Gf2ICI4gPCicyKBrOPBgX54IWMLKOnmLsWIlLjWOxLRE+jfpT3hQODmWHPyM+X8CO/eiKU7T+k/zKp83QRxnWthLpHQoYCZSiiJDIln5wAqWHl7KtD+mEZ8aT3RINM3MzdiZsJP4lHjHhcWmjSbO/mmGhGYQvdO2aIDh4kWH1QSpzmkJttd/DIPDXYi1rqFLk1Nl+E5F5KrgZa8uX7FkSXEFy0rGajqxFAv6mSMi5c3wlsMZv3Q8GTkZAORac+n+VXd2/3V3vuFcYQFhHD9/3GOwrHJgZbrV60bHmh1pFt2MqJAo/E3+zPsxmPFbLgWNzpyBXr1s3+1VqkDXel3zldXiszks7xTLjM3beO42OFUpb3quNZeZu2Yyc9dMokKi6NuoLwOaDqBL3S4eVzQUEVHATKSUGQ1GutXrdsU7Q0k9L3bscPnjz/1KdbGsYjZ9Md5XuKWbRaTisVgtLDq4iOnbpzsC+U2im7A7cfelQH5XMBlNmEOsNAnazO6fviIhNQFzqJmhzYdya91bWXZ4mecysJURExrD0OZD6Vqva4Hmd7FYLSw5tITp26cTlxKXp0xziJkdy5pA392X3WAwguHiMCDHzYYmEH15vmJOy8iyHTu3Zp60+5fkcn2c7W+BfXiSvf7F3V4iIsUlMiSScR3H8cqKVxzb/E3+Luc+MhgMDGw6kNdXvp5ne4h/CL2u68WQ64dwe4PbXU5c3/xR+H0ZfPfdpW07d8LAgTBvHgS4im+FhmKY8xND2rSh10dxvHYzfNAOckz5syamJTJl6xSmbJ1C5cDK3FrnVrrX6073+t1pGNGwxCZPF5HyyZCSklL+1/osJ1q3bo3RaGTnzp1lXZVyo6Ddk682Fsuljh2XJq62Ytq0HvPZvS5XquvCUoyxHW29Qjz0/qjobVtS1K4lQ+1acvYc2cP9P97HpvObbRvczAXjigGDY+LmSgGVuJDlYZVZFzrW7Mice+YQGRJ5xbxJaUn0mdGHNce96ELmbgh7sQ2D9yIt5eLrMDf7FUJB2stbzZo1w2KxsHnz5mIrU0TKl/j4eBITE/NsGzx4MAEBAezZs8exLSs3i65fdmX1Mdsw/YjgCJJeSHJZ5o74HTT/uLkjSDao6SDuaHgHIf4hV6zPuXPQvr1tcRZnvXvDzJkQ6G6++w0boHNnyMri0DW2oNnnN0Kql53IYkJj6FCzA+2ubUfr6q1pVa2Vx/nJipOuc0qP2rp0NW7cGIPBUG6vMxQwK0UKmBWcvtDcSEq68rxCkZ5/UKltS4batWSoXUuGxWqh3but2RS3NW9gpxTF1oxlxQMrPPacslgtdP6/zt4Fy3yFq4BZMfCmvQpCATMRmThxIm+++Wa+7dHR0Y6/v3bp2ek89ctTTN4ymeiQaOKfd73yr9VqZf7++dxa51a3K/t5cvgwtGuXf2HhO+6A77+HEHdxty++gAcecLw8GwSf31yZab1qsTVpR4Hr0SCiAa2rt+amajfRMqYlLWJaYA41F3tPNF3nlB61dekq7wEzDckUKY/K2bxCIuKblhxcZAuWlaHVx1ez9PBSj8PUlxxaUr6CZSXIm/YSESmIkSNH0q9fvzzb7D3MLhfsH8xnvT/jvhb3sezIMrdlGgwGel3Xq9B1qlsXfvrJtmBzauql7T//DJ062e4N16zpYscRI2DbNvjwQwDCM+DZhed59lwYh2bv4oeD85m1exbr/1zvVT0OJB/gQPIBZuyY4dgWFRJF46jG1A2vS71r6lE3vC51r7E9r16puobOi1xFFDATKa+0mqOIFNH0X98t6yoAMO2PaR4DQNO3Ty/F2vi+K7WXiEhBmM3mfL1tAgMDMXq4Adupdic61e5UovX6y1/gl19svcpSUi5t37IF2rSBWbOgY/5FOuGdd2D7dtuNZbv166n3+EuMmTGDMR3GcOrCKRYfWsziw4tZdHARp1K8XywrMS2R1cdWO4amOgswBVAnvA51w+tSu0ptqleqTrVK1agWVo2YsBjMoWbMoWavhqaKSNlTwExERKSCij+6q6yrgAED8amuh/TYxafG55kvrSLzpr1ERK4WsbGwaBHcfrttbjO7uDi4+WZ45RV48UUwOU/w7+dnWzWgTRvb2E67H36AoUNh+nSqVarGfS3v476W92G1Wjl45iBrjq1h/Z/r+e3Ub/we9ztZuVkFrm9Wbhb7kvaxL2mfx3wh/iGYQ81Eh0QTHRpNJWMlooKjqB1Vm+jQaEdgzRxqJiY0hkA/dxO3iUhJUsBMRESkgjKnAsFlWwcrVsyhnucRMYeaFSy7yJv2EhG5mrRrZ5vPv3dv2L//0vbcXHj5Zfj1V9sMJbVqOe0UGQlz5kCHDnm7p82cCWfO2P4NDwdsw0cbRDSgQUQDht8wHLAFvnbE7+C3k7+x+eRmtp7eyo74HaTnpBfLe0rLTuPI2SMcOXvEq/xVAqtQNawqVcOqOnqsVQurdun5xX/Dg8K10qdIMVLATEREpIIamtOUqZwo62owrMUwj+lDmw9l6u9TS6k2vu9K7SUicrVp1MgWNBs0CBYvzpu2ahW0aAH/+hc8/LDTVL7Nm8O8ebYxnelOga7Fi23jPadPh9atXR4vwBRAq2qtaFWtFSNvGglAriWXI2ePsDNhJweTD3L47GEOnTnk+DcjJ6ME3rnNucxznMs8x96kvR7zBZoC8wTVqoZVzRNQs6eZQ834GRUKELkSfUpKiKvlmTMzM11OnikiIlIWuvZ/jjZfLGJTjbKrQ2zNWLrU7eIxT9d6XelYs6Mm/se79hIRuRpdc41t0v833oDXXrP1MLM7dw4efdTW0+zTT6FJk4sJN99sC5r16pU3aLZvH7RvD3/7G4wd62HZzUtMRhP1I+pTP6J+vjSr1UpcapwtgHbGFkA7ceEEJy+c5FTKKeJS4ohLjSvUMM+CyMzN5Oi5oxw9d9RjPgMGokKiiAmLISY0xjE8NCokiqiQKCKCI4gIjiA8KJxKgZUI9Q8lNCCUUP9QAkwB6sUmFYYhJSVFYxxKQEGWZxb3tOxvyVHblgy1a8lQu5YQi4U9nVozvNZWNja+uM0KOF8HX/7aifO8YpUDKnM+63yBDh9bM5bZ98wmMiTyinmT0pLoO6Mvq4/nn2TZI+f6F+C9Fap8Z/YRQGFe1MVTvZyeF6S9vNWsWTMsFku5Xe5dREpG69atMRqN7Ny5s6yr4tLatbbpyI4cyZ/m72+b1+z55yHM/h28cSPcdZdt8rPL1awJ//wnDB582WRoxctqtXI+8zzxqfEkpCXY/k1NICEtgSMJR0jKSOJC7oU8admW7BKrT2GZDCZC/EMcATTn53m2Xf7aKY+ndH+Tf4nWX9eUpatx48YYDIZye52hgFkJcdXDzL488549e8qoVuWPvtBKjtq2ZKhdS4bateTE79mDZfj97EjcxLQWEB8K0anQLAF2NjMT3645uX628S0mowlziJlm5mbsTNhJQmoC5lAzw1oM45Y6t7D8yHKm/TGN+NR4okOiHfniU+LJteY6yogJjWFYi2F0qdsFo8H9KmyXs1gtLD28lGl/TCMuJS5Pmc71ik+JJ9eSA5s2YzxzFsvFgJPJapu3rVkC7IyG+GvDyW3TGgwG12V4Kv8KaaePZLH9dyPk1oSEZhC9E0LjwXCxS4TVCAbLxecmSDW7yWeC1BjeGnIvYwZ2K1B7eUMBMxFxxR4wW716J9dcU9a1ce3cOXjySfjyS9fpERHwzDMwevTF6cqOHYMBA8Dd913jxjB+PNxzj23hgFLk6jrHarVyJuMMcSlxnE45TVyq7d9TF05xKuXi48IpTl44yZmMM6Va35Lkb/R3GVQLMAVgMprwM/phMlz812jCZDDl/9dgwmgwYjJe/Pfia6PBSEZ6BgaDgbDQMMc254cBg8vtRoMRg8F92uX72vMaMOR7XtR/gQLluTw/4FVe+3Pn/Jc/t3OVH+CO9ncQ5BdUbq8zFDArRb5+p8YX6UdyyVHblgy1a8lQu5ac+Ph4sFgw79hhG8sSHw9mMwwbBl26OE0GUw4lJUHfvrD6Yq80gwGsFy97YmNh9mzbxNAlYPAtf/DdiqpA8Zyzw4fDF18US1F5KGAmIq60bt2a+HgjoaE72bgRqlYt6xq59+uvMGpU3gUxnQUH2+Y+e+gh6Ng2G+Mb/4CJE/OO6XRWrx489RQ88ABUqlRyFXdS1OucjJwM4lLiHEG0Uymn8gXXTqecznOzSaRUTILGkY3L7XWG5jATERGp6IxG6NbN9rgaWCywZIltQuewMOje3bbdZIKYmFIJBibuTaK4gmUGgy2OKSJSmpKTbY8+fWDZMq+m+SpVubmQmmqb2/+nn+D99203FiyWvPnS02HqVNsjPNyfjh1fZdjEB7hrwWOErPwlb5kYWXGoNjw1G15cZFswoF8/qFbNqzo1aeI+665dtu9zkyn/IznZgMlk69hmMkGVKgVriyC/IGqH16Z2eG2P+XItuSSmJTp6rNnnVktITSAxLZHE9EQS0xJJTk8mOT2ZM+lnfHJYqEhpUcBMRERErh5JSbZfd2suLhDg3KusY0dbL7oS6lXmLIoEoFmxlGW12jr9iYiUhY0b4f774dtvS3SKLwASE2HvXtuc/KdO2YZUBgfnz7d1K7RqVfDyz56F+fNh/vw6+Psv4C9Nkrgl6Qdujv+O1mzGn2y6stSWOQ2YdfHhpS++sPUIduUvf4GUFNdpEO145u8PWSW0NoDJaLJN9B8W4/U+2bnZpGankpqVSmp2KmnZaY7nqVkXX7t47sjrYd/U7FQsVsuVKyFSRhQwExERkauDxZI3WAaXgmVg2963L6xYUeJDTQc02sl3p28ptvKGDSu2okRE8nA193JmZiZwKVI1a5ZtlOJHH9nuQxSHCxdg5UpYtco2rdi2bbZ7Hs7uucc2QvJyxdHbLTvbwOrdUazmEf7BIwA0YF/RC3bD3QjQy/naApT+Jn/CTeGEB4UXe9lWq5Ws3KwrBuJSs1PJzs0mx5JDrjXX9q8l1/E615Kb71+L1YLFanG8tmLFYrWQlp6GxWohMCjQkefyh9VqdZtmsVocZXna14o1z3N7mn2787/2NCDPvq7+tbebt3kuzw+4zGvf7i6/XUULcCpgJiIiIkXnPAzSPg/a0KHQtWvpzYO2ZEneYJkrq1fD0qUlPvy082PNaLNiA5voXeSyYmNtI0hFRErC5MmTefPNN/NtNxia5LnnMGmSbVT7yy8X7jhWqy0oNncuLF4M69ZBTo7nfeLiXAfMQkMLV4crOcB1JVMw5TdgVpIMBgOBfoEE+gUSERxRKsfUvLjFz1XAzf662dfF09u+rChgJiIiIkXjbhjk1Km2YZBz5pTKMEimT/cu37RpJR4wM97cmS9vHMrIreGsptPFrVZwrCrl/DwvV2sTlOe1F0TEt40cOZJ+/frl2TZ48GCysy3ExUG20xRWEybY5g2bMMG7Xl4WC6xdCz/8AD/+CEeOFKxu7uZvdBcw8/ODwEDbw88vb/ApNxcyMiAz0/b88rnOCspILn7kYMSCyc+Ayd/E4V05HD0aTI0a+Rfa9PZ4FSlgJleHy1fIdL68MZTzE1oBMxERESk8HxoGSXx83miTK6U1g77RSMTXk1jx8CMsXRPANIYRh5lcbBMAGcOrYLmhFfgHYDLZOuQ1awY7d0JCwtWzUKmI+D6z2Zyvt01gYCDBwUbefdc2LNL5a/Wtt+DLL2HMGHjwQQgPd1/26tVw880Fq09AADRoALVru5/8vkoV2yT6oaG2wF1ICAQFef99eeGC7c/TsmW2P09btxZ83jALJrIufqeTY3u8+i9/Xv0XGA0WakRlUrueH7Ub+FO7tm04a82acO21UKOGrb65ubbH6dMJWCwQGRld5ECeiBSfCh8wy8rK4t///jfffvstR44cITQ0lDZt2vDMM8/QoUOHsq6eVHS+MMRJRMQTHxoGidnsOVgGpTuDfkQExpXL6bZ0Kd2mTbONLbKPybGv2KnvdBHxYYMG2YL4o0fn3X7qFDz3nG145r332vLZFyR21rEjREfbynDFzw86dLD1pm3d2rbiZZ06+XtnXc5otK1IWViVKsHtt9seYAuW/fEHbNp06bFnz5WHjLpjsRo5nhDM8QRYvcF1nvBwqFrV9ggPr4TZbKFePdsqm/bt111nC6yJSNm4agNmFouFhg0b0q5dO6a7GaKRnp5Or1692LBhQ55tP//8M7/++iuTJk1imGbZlbLiK0OcREQ88aFhkAwdavuOvJLS/NtuNNre9403ev2drnslIuJL/vpX29fVM8/kDyClpcGUKbB9u+uAmclk62Q8efKlbXXq2L4Oe/SAzp0hLKwka++dgABbwK51a3jsMdu27GzYv9/W89f5sW+fldzcog8zO3vW9tizB8B1VGzbNmjZssiHEpFCumoDZgsXLiQuLs5jngkTJrBhwwbCw8P56KOP6NGjB4mJiUycOJGvv/6ap556inbt2tGgQYNSqrXIRb40xElExBNfGgbZtast+OSpx1tZzKBfgO/0pDNG3SsREZ8zejR06gRjx8LChfnTU1Lc73v33bZ5zAYMgP79oUWL8jFPl78/NG1qewwceGl7VpaBfftswbODW85xbM1xju5J42hyJY5aa5FG8a1IULVqsRUlIoVwVQbMDh48yNixYz3miYuL4/PPPwdsK8PccccdAISGhvLZZ59x/PhxVq1axQcffMB//vOfEq+zSB6+NMRJRMQTXxoGaTTaIkp9+9q+I8E3ZtD38jvdsngpfV7rpnslIuKTWraEX36xfb1+9JFtIn97jzNPAbPu3WHHjtKpY2kICIDrr7c9GFwFuDjRWkYG1jVrSZq/nqNLD3JsdypHs6pylNp5HklEeXUcoxGivMsqIiXkqgmYbdu2jenTp/Pbb7+xefNmLFeYLXHBggVkZmbSpEkTR7DM2bPPPsuqVauYO3cuH330Ublf3UHKGV8a4iQi4omvDYOMjLRFlJYutX1H2sc0luUM+l5+py95Zytr1nj+Tte9EhEpa7GxtseJE7bhmEuXXpqe0ZUK8zMqKAhD1y5Ede1CFHBTTo5tZYJNm2DTr7Zxqzt3knoum2PU4jRVbQ9DNQ49+grxyf6cPRvM6dNw+rRtHjeTqazflEjFdtUEzNasWcPHH3/sdf5Vq1YB0KNHD5fpnTt3JjAwkKSkJHbu3Mn1119fLPUU8YovDXESEfHEF4dB2ucN85Wokpff6dN33eBVcbpXIiK+oEYN+PvfbQ9xwc/PNv60RQt46CHbNquV0NOnabJrF0127rQF1M6fJv7VDCADsznYsbunIKSIlI6rJmB2zz33cMsttzheT548mSlTprjNv3//fgCaN2/uMj0wMJDrrruO7du3s3//fgXMpHT50hAnERFPfHUYpC/x8js9HrPulYiIXM0MBtsymNWq2W442bn4YlfvMpGyd9UEzCIjI4l0mgU3OjraY/7jx48DUL16dbd5atSowfbt2x15RUqNrw1xEhHxxBeHQfoSL7/TzU2jsZ7wnEf3SkRERERKx1UTMCuo1NRUACpVquQ2T2iobYWTFE+zWIqUBF8c4iQi4omvDYP0JV5+pw99ripTF125ON0rERERESl5FTZglpmZCYC/v7/bPAEBAQCkp6d7LKt169ZeHfPQoUPUrVuXeI2l8FpCQkJZV6HsTJkCw4fDxo3509q2hcmTITGx0MVX6LYtQWrXkqF2LTlq25KRr129+E5vHp5Imza2+aHdadvWtjJbcV1K5ObmamEjERERERcqbMAsMDCQ9PR0srKy3ObJyMgALgXOREpVRIRtXqBVq+D7723BsagouPtu6NRJQ5xERMoTL77TjcCXX3qOq02dqq9/ESle8fHxJF52EzYzM1O/gUSkwquwAbPQ0FDS09O5cOGC2zz2oZhhYWEey9q8ebNXx2zdujVGoxGzJh8psArdZgMH2h4lpEK3bQlSu5YMtWvJUduWjHzteoXvdLMZ1q0rvengTCYTFouleAsVkXJl8uTJvPnmm/m2X2lOaBGRq12FDZjVrFmTxMRETp486TaPPa1GjRqlVS0RERGp4DQdnIiUppEjR9KvX7882wYPHqweZiJS4VXYgNl1113H1q1b2b59O0OGDMmXnpmZyf79+wFo1KhRaVdPRERERESkxJnN5ny9YQMDAzFq/LeIVHAV9luwU6dOACxa5Ho5qlWrVpGVlUVERATNmzcvzaqJiIiIiIiIiEgZqrABs549exIUFMTu3btZuHBhvvQPP/wQgL59++ruioiIiIiIlCmr1crkyZPp1KkTVatWpWbNmvTs2ZMFCxaUddVERK5KFTYSZDabeeihhwDbuP25c+eSlpbG0aNHGTVqFMuWLSM4OJhnn322jGsqIiIiIiIVmdVqZejQoTzzzDNs3bqVlJQUzpw5w8qVKxk0aBD//Oc/y7qKIiJXnQobMAN49dVXad++PcnJyQwZMgSz2UyzZs2YNm0afn5+TJo0iTp16pR1NUVEREREpAKbNGkSP/30E4GBgXz44YecPHmSgwcP8vTTTwMwceJEVq1aVbaVFBG5ylTogFlQUBDz58/nlVdeoUmTJgQHBxMZGUnPnj1ZuHAhgwYNKusqioiISEVjscCiRTBiBPTsaft30SLbdhGpcDIzM3nvvfcAW2DsoYceonLlysTExPCPf/yDYcOGYbVaefvtt8u4piIiV5erdpXM8ePHM378+CvmCwgIYMyYMYwZM6YUaiUiIiLiQVIS9OkDa9bYXhsMYLXC1KnQsSPMmQORkWVbRxEpVWvWrCE+Pp6IiAgefPDBfOnPPPMM06ZNY8WKFZw9e5bw8PDSr6SIyFXoqg2YiYiIiJQrFkveYBnYgmV2a9ZA376wYgVoQSKRCmPlypUAdO7cmYCAgHzpjRo1olatWhw7doy1a9fSs2fP4jmw1QopKZCTk/+Rm+t6u8ViS2vdGoKC8pd55gwsWWLL4+5hL9/V4+GHoUaN/OUmJcFLL3ku19Pjn/+E9u3zl5udDW3aXPoutloL9vwf/4CBA123b8uWsGwZRER4/38iIqVKATMRERERX7BkSd5gmSurV8PSpdCtW+nUSUTK3P79+wFo3ry52zwtWrTg2LFjjrzFYvduqFSpcPsePAj16rne7i6A5I3bbnMdMEtNhU8+KXy5CQmut1ut8PvvhS/37Fn3aUeO2IJ1IuKzdHtSRERExBdMn+5dvmnTSrYeIuJT/vzzTwBquAoUXVS9enUAjh07Vip1uiJ3gSCTqXyVW1TOvYQvZx9yLyI+SwEzEREREV8QH2/7AeWJwWDLJyIVRkpKCgBhYWFu89jTUlNTS6VOV3S1BMyu9J1cFCVZtogUCw3JFBEREfEFZvOVextYrbZ8IlJhZGVlAbicv8zO398fgLS0NI9ltW7d2qtjHjp0iAZe1s9qMtkCViaT4/mZxERyXQT3TenpVGnYEIzGPPvleW005inL+XWq1eqyXENaGqEPPODI69jfzevL07Jq1nRZLhYLgZMmXTyI4dK/Xj7Pvv56LG5ucgT8979kZWZCfDwJ7oaESrFTW5eunJwcx/dTeaSAmYiIiIgvGDrUthrmlQwbVvJ1ERGfYQ+UZWZmus1jTwsMDCy24+bWrUvizJng52cLMPn52QJMl78uQE+p3Lp1SV69utjqaGcNCyPln/8s9nIxGsm8++7iLxfI6tq1RMoVkeKjgJmIiIiIL+jaFTp29Dzxf2wsdOlSenUSkTJnH25pH5rpyoULFwAIDQ31WNbmzZu9Ombr1q0xGo1E3XSTl7WU4mBWD+JSo7YuHX5+5TvkVL5r78Pi4+NJTEzMsy0zM9NjV2oRERGpwIxGmDMH+va1rYYJeSeFjo2F2bNt+USkwrj22mv57bffOHHihNs8p06dcuQVEZHioYBZCZk8eTJvvvlmvu3R0dFlUBsREREpFyIjYcUKWLrUthpmfLxtzrJhw2w9yxQsE6lwrrvuOgC2b9/uNs+OHTvy5BURkaJTwKyEjBw5kn79+uXZNnjwYPUwExEREc+MRujWzfYQkQqvc+fOvP3226xcuZKsrKx8vyf27dvHsWPHMJlMxMbGllEtRUSuPgqYlRCz2ZxvXHRgYCBG3RkWEREREREvdezYkZiYGOLi4vjiiy945JFH8qT/+9//BuDWW28lIiKiLKooInJVUvRGRERERETERwUEBPDss88C8Le//Y0vv/ySCxcuEBcXx9///ne++OILjEYj48aNK+OaiohcXdTDTERERERExIc9/vjjrFu3jtmzZ/P444/z+OOP50l/7bXXaNeuXRnVTkTk6qQeZiIiIiIiIj7MYDDw1Vdf8cEHH3DjjTcSGhpKeHg4N998M7NmzeLpp58u6yqKiFx11MNMRERERETExxkMBh5++GEefvjhsq6KiEiFoB5mIiIiIiIiIiIiThQwExERERERERERcaIhmSIiIiIiIhVUfHw8iYmJebZlZmYSEBBQRjUSEfENCpiVoj///JPs7GyaNWtW1lUpN3JzcwEwmUxlXJOrj9q2ZKhdS4bateSobUtGeWnXgwcP4u/vX9bVEJEyNHnyZN588818200mk363lJLy8jfjaqC2Ll2HDx8u18F3BcxKUUhICGlpaVgsFpfpubm5nDlzhmuuuabQH+DiKMOX6nL48GEA6tWrV6j9i6sexVWOr5QBvtO2vlJGcZXjK+1aXOX4ShnF0a7FVZerqQzwnXP2ajvvfaVdr1SOv78/ISEhhS5bRMq/kSNH0q9fvzzbbr/9djIzM93+bimK4vpuu5rKLq7rHFfKY5uora+esnNychxByvLIkJKSYi3rSojNrl27aNu2LRs3bqRp06ZlVoYv1aV169YAbN68uVD7F1c9iqscXykDfKdtfaWM4irHV9q1uMrxlTKKo12Lqy5XUxngO+fs1Xbe+0q7Fmc5IiLFoSS/k8pr2cV1neNKeWwTtfXVU3ZJtndp0KT/IiIiIiIiIiIiThQwExERERERERERcaKAmYiIiIiIiIiIiBMFzERERERERERERJwoYOZDoqKiePHFF4mKiirTMnytLkV1tbWJr7RrcdXFV8ooznKKypfej6+UUVx85f34ShnFxZfejy/Vpah8qU1ERIpLSX4nldeyS1J5bBO19dVTdnmnVTLFp5X3VTV8mdq2ZKhdS4bateSobUuG2lVERLylvxmlR21dusp7e6uHmYiIiIiIiIiIiBMFzERERERERERERJwoYCYiIiIiIiIiIuJEc5iJiIiIiIiIiIg4UQ8zERERERERERERJwqYiYiIiIiIiIiIOFHATERERERERERExIkCZiIiIiIiIiIiIk4UMBMREREREREREXGigJmIAJCVlcU777xDmzZtiI6Opk6dOgwcOJC1a9eWddWkgirsOXn+/HkmTJhAy5YtiYyMpH79+owYMYIdO3aUUs1FCkbnrIhI+VXa1yunT5/mmWeeoWnTpkRGRtKoUSNGjx7NsWPHPO63b98+Ro4cScOGDYmMjKR58+aMGzeO5OTkAr/nsqT2Lrxdu3bx6KOP0rhxYyIiImjcuDHPPPMMcXFxLvOrrcGQkpJiLXIpIoUQFxfHRx99xC+//OL4ENSpU4fevXvzxBNPEB4enif/lClTePrppz2W2aZNG5YtW1ZCNS4fFi1aRL9+/TzmMZvNHDp0yPE6PT2dXr16sWHDhnx5TSYTkyZNYtiwYcVe1/KgadOmV/ySdpaSkgLofPXEYrHQsGFD2rVrx/Tp013mKew5mZCQQPfu3Tlw4EC+tODgYGbMmEHXrl2L/iZ8kDftCnD48GE+/PBDli1bxokTJ/Dz8+O6665jwIABPPLIIwQHB+fbZ8KECbz33nsejz9gwACmTp1a5Pfhi7xp28J+5ivyOSsi4msK+vuktK9X9u/fT48ePUhISMiXFhERwfz582nevHm+tLVr19K/f3/HdaqzmjVrsmTJEqpXr54vrSy8/PLLvP/++7zzzjuMGjUqT5rau/B++uknHnroIdLT0/OlVa9enUWLFlG7dm3HNrW1jXqYSZnYtWsXHTp04IMPPmDPnj2kpaWRlpbGrl27eOutt+jYsWO+D5mrD53kt3///gLvM2HCBDZs2EB4eDhfffUVcXFx7Ny5k3vvvZfc3Fyeeuoptb8XgoKCHM/VXu4tXLjQ7Z0su8Kek6NHj+bAgQNce+21zJ07l4SEBDZv3kz37t1JT0/ngQce4MyZMyX11sqUN+26cuVKOnTowJQpUzh48CAZGRmkpKSwZcsWxo8fT5cuXVxeqBTme+Vq4k3bFvYzX5HPWRERX1KY3yeleb1itVoZPnw4CQkJXH/99SxdupSEhARWrlzJTTfdRHJyMvfffz85OTl59ktNTWX48OGkpKTQuXNnNmzYQEJCAgsWLKBevXocP36chx9+uPgbtBDWrl3Lhx9+6DZd7V04e/fu5eGHHyY9PZ1Ro0axY8cO4uLimD17NnXq1OHkyZM8+uijefZRW9soYCalzmq18sADDxAXF0f9+vX54YcfiI+P5+DBg0yePBmz2czRo0cZNGgQ2dnZjv3sH8jJkyeTkpLi8lERe+tczt5OL730ktt2cu5dFhcXx+effw7Y2rZfv36EhoZSu3ZtPvvsMzp16kRmZiYffPBBWbydMrdr1y637Wh/2O+u/Otf/3Lsp/PVtYMHDzJ27FiPeQp7Tv7xxx/Mnz8fk8nEzJkzufXWWwkODqZx48bMmDGDhg0bkpyczJQpU0rq7ZUZb9o1JSWFESNGcOHCBVq1asXChQtJTExkz549vP3221SqVInt27fzwAMP5NvXfj4vXLjQ7fl8tfYu86ZtoXCf+Yp8zoqI+JLC/D4p7euV+fPn88cff1CpUiV+/PFH2rZtS3BwMK1atWLWrFlERESwf/9+fvjhhzz7ffHFF5w6dYqaNWsyc+ZMmjVrRnBwMJ07d2bWrFkEBASwcuVK1q9fX3IN7IULFy7wyCOPYLFYXKarvQvv9ddfJy0tjVGjRvHOO+9Qp04dQkND6datG9999x0mk4nVq1fzxx9/AGprZwqYSalbunQpO3fuxN/fnx9//JEePXoQEhJCTEwMQ4YMYfHixYSEhLBv3z5mz57t2M/+Y6RJkyZlVPPyoaDttGDBAjIzM2nSpAl33HFHvvRnn30WgLlz52K1agT35RYuXMi0adMYMGAADz74oGO7ztdLtm3bxvPPP0+XLl248cYb8wRsXSnsOWn/I9q9e/d8XbYDAwP561//CsCcOXOK9H58RUHb9bvvviM+Pp7IyEjmzJlDx44dCQoK4tprr+Wxxx7jxx9/xGg0snz5cjZu3OjYz2KxcPjwYaDinM8FbVso3Ge+op2zIiK+qjC/T0r7esW+35AhQ6hWrVqetKioKEaMGAGQ5/cTwI8//gjAqFGjCA0NzZPWsGFDevfu7fJ4pW3s2LEcOXLEbbrau3Di4+P56aefCAkJYfz48fnSmzZtypAhQ2jevDl79+4F1NbOFDCTUme/w37LLbdQr169fOn16tVzzMG1Zs0aAHJycjhy5AhGo5FGjRqVXmXLIfuPtqZNm3qVf9WqVQD06NHDZXrnzp0JDAwkKSmJnTt3Fk8lrxJnzpxh9OjRREdH55nfSedrXmvWrOHjjz9m48aNbu8aOivsObl69WrA9kfaFfv233//nXPnzhXoPfiigrar/bu3b9++XHPNNfnS27VrR4cOHRxl2x0/fpyMjAyqVq1KREREMdXetxW0bQv7ma9o56yIiK8qzO+T0r5eudLxunXrlqd8sM1DtWnTJq+OZy+/LMyfP58vv/yS66+/nr/85S8u86i9C2fRokVYLBZuueUWl9d/AJ988gnr1q1j4MCBeeqmtlbATMrAwYMHAc934c1mM2Ablwy2SapzcnKoV68e8+bNo3v37sTExBATE0OnTp2YNGkSWVlZJV95H5eZmcmff/5JUFAQhw4dok+fPlSvXp3o6GjatGnDG2+8wYULF/LsY5+byNUkimC7G3DdddflySs2Y8eO5dSpU7z11ltERkY6tut8zeuee+5hw4YNjseV5hIo7Dm5b98+j/vVrl2bKlWqYLVaHd9D5VlB29XeS8qb717niVPtQfhGjRoxefJkOnXqRFRUFNWrV6d79+5MmzbNq6BSeVLQti3sZ76inbMiIr6qML9PSvN6JSUlhVOnTnncr0WLFgAkJyeTmJgI2P725+bm4u/vT+PGjT3uV1bz7yYkJDB69GgCAgKYMmUK/v7+LvOpvQtn69atALRq1crrfdTWl/gVek+RQnrsscfo37+/xx5Q27ZtA3Cs1GE/yQ8dOpRvfp2tW7eydetWfvzxR2bNmkWVKlVKpuLlwIEDB7BYLGRlZTFgwIA8abt372b37t18//33zJ07lxo1agC23iOAx9VDatSowfbt2x15xXZn5JtvvqFdu3YMGjQoT5rO17wiIyPzBBSjo6M95i/MOZmWluZYOtp+brtSvXp1zp07x7Fjxwp04eCLCtquL7/8MhcuXKBNmzYu061WK9u3bwdsK4LZ2S+EVq1axYoVKxzbMzIyWLduHevWrWPevHl89dVXbi9yy5uCtm1hPvMV8ZwVEfFVhfl9UprXK/b9jUYjVatWdblPeHg4oaGhpKamcvz4caKiovjzzz8BqFatGkaj674y9vqnpKSQlJSU5+9faXjiiSdISEjgtdde4/rrr3ebT+1dOPZrlNq1a7Nv3z7eeustli9fzpkzZzCbzXTr1o0xY8bkufZTW1+iHmZS6jp37szAgQNp1qyZy/TFixc7ukX36tULuPRBt1gs9OrVi3Xr1pGUlMTevXt59dVX8ff3Z/369Tz11FOl8yZ8lHM7tW/fnqVLl5KYmMihQ4f44IMPqFy5Mvv27eP+++93jDe33yWrVKmS23LtY8JdLddbUb3yyitYrVb+8Y9/5EvT+Vo0hTknnc/NsLAwt/vZ0+zHqEhuv/12Bg4cmOeCyNnnn3/O/v37CQwMzNO13fl8HjFiBFu3biU5OZnt27fz1FNPYTAYmDdvnsvPQkVRmM+8zlkREd9RmN8npXm9Yv83JCQEk8lU4ON5cyzn45SWL7/8knnz5tG+fXuefvppj3nV3oVjX/18y5YtdOzYkW+//Za4uDiysrL4888/+eKLL+jQoUOe4Y5q60sUMBOfMn36dIYOHQrAgAEDuOGGGwBbT4YmTZowYsQIvvnmG5o3b05gYCA1atTgueee47///S8A33//fYWeZ+vChQs0adKEXr16MW/ePNq2bUtQUBBms5mHH36Yb7/9FoPBwIYNG1i4cCFgG8YJeOwZEhAQANjGiottyetFixZxyy230K5du3zpOl+LpjDnpPNwN3uaK/Yy09LSilzPq4XFYuGDDz7gueeeA+Cvf/1rnjt8ubm5NGnShLFjx/Kf//yHhg0bEhAQQN26dZk4caJjAtlJkyY5uslXNIX5zOucFREpH9z9PinN6xX7sTzt4+l4nvZzTivNvzVHjx5l7NixhIaG8umnn7rtJWSn9i4c+zE+/vhjKlWqxJQpUzh27BiJiYn88ssv3HDDDZw/f56hQ4c6eoiprS9RwEx8wvbt2+nZsyePPvooqampxMbG8sknnzjSn3/+eTZt2sR//vMfDAZDvv2HDBniGEdtDwRVRMOGDWPTpk3MmDGDwMDAfOmdOnVyTJr4888/AzjyeZpTKyMjA7jyF1lF8frrrwOXVoi5nM7XoinMOel8btr/8LpiT3P1+aiIVq1aRadOnXjppZfIyclh4MCBvPLKK3nyvP/++2zatImXX37ZZRlPP/004eHhZGRksHz58pKvtA8qzGde56yIiG+70u+T0rxesf/raR9Px/O0n30f5+OUNIvFwsiRI7lw4QJvvPGGy4UWLqf2Lpzc3FwAgoKC+Pnnn7nnnnuIiIggKCiI2NhYfvrpJ6655hqSkpL43//+l6deamsFzKSMnTt3jmeeeYaOHTuycuVK/P39GT9+PPPmzSM4OLhAZcXGxgJlN2FleXF5O9m7t16+GIAzb7q8VhR79uxh1apV1K9fn1tvvbXQ5eh8da8w56Tzuelp6LC9zMuXnq5oTp8+zfDhw7njjjv4/fffCQsL44MPPuD//u//rniH93JBQUG0bt0a0PnsyeWfeZ2zIiK+ydvfJ6V5vWL/Nz09nZycHLf72YedXX48b47lfJyS9uGHH7J27Vq6d+/OQw895NU+au/CCQkJAaB///4uV/KOiIhwzL9qv/Gptr5EATMpM5s3b6Zdu3ZMnjwZi8VC79692bx5My+++CJ+fgVfj8I+iZ9zJFnys7eTPRpfs2ZNAE6ePOl2H3uapwkcK4ovvvgCgPvvv99lTxJv6Xx1rzDnZEhICBEREQCcOHHC7X72VXiuvfbaYqlrebRw4ULatm3LrFmzMJlMDB8+nG3btl1xJUhPdD5f2eVtpHNWRMT3FOT3SWler9iPZbFYOH36tMt9kpOTHcPV7PvZ/z19+rTbFa3txwoKCrriIjfF4fDhw7z++utERETw8ccfe72f2rtw7NcfnhZUsAfS7O2ntr5EATMpEytWrKBnz54cP36c2rVrs2DBAr755hvq16+fL29KSgqLFi1i0aJFji6lrpw/fx7A8UGtaHJzcx3t5CnSfnk72YcJ2VfHu1xmZqZjlTxXdyUqkqysLL755hvAdpfGFZ2vRVfYc9L+3N1+R48eddxpatiwYbHVtzz57rvvGDRoEMnJyTRv3pzVq1czadIkt6sSJSQksGjRoisOtbSfz6W9spYvKMpnXuesiIjvKMjvEyjd65WwsDDHin/u9tuxYwcAlStXdvxdr1+/Pn5+fmRnZ7N7926P+zVo0KBIN4O9dfz4cbKyskhOTqZBgwaEhYXledgnnx8zZoxj29mzZ9XehWR/T56GVwYFBQGXhjmqrS9RwExKXVJSEvfddx9paWncfPPNrFu3js6dO7vNbzKZGDx4MP369WPp0qVu823YsAGAVq1aFXudywOTycQTTzxBv379mDFjhtt869evB+DGG28EbPOaASxatMhl/lWrVpGVlUVERATNmzcv5lqXLwsWLCApKYkWLVpQt25dl3l0vhZdYc9J+5C3xYsXu9zPvr1FixYVMlC5d+9eHnvsMXJzcxk0aBArVqy44mf6woUL9OvXj169erF3716XeXJycvjtt9+AS98rFUlRPvM6Z0VEfENBf59A6V+vXOl4S5YsAchT76CgINq0aePV8W6++WaX6b5C7V04HTp0AC5dh7iyZcsWwBZYArW1MwXMpNR99tlnJCcnU7t2bWbOnEnlypU95g8ODqZHjx4A/Otf/3I5tvnnn39m27ZthIWF0bNnzxKpd3nQp08fAD766COXY85///13FixYgNFo5O677wagZ8+eBAUFsXv3bpcT0H/44YcA9O3bt8BzG11t7AsldOnSxW0ena9FV9hz0t7rb9GiRY47SnbZ2dmObv8DBgwoqar7tA8++IDMzEzatm3LlClTvFrEo169erRo0QKAN954w2WeKVOmEB8fT61atWjfvn2x1rk8KMpnXuesiIhvKOjvEyj96xX7fjNmzCAuLi5P2pkzZ5g6darL/fr16wfAp59+mm/F+0OHDjF37lyX+5WUzp07k5KS4vZhD7q88847jm3h4eFq70Lq0aMHISEhLFy4kHXr1uVL//PPPx3vpXfv3oDObWcV+9evlIn58+cD8OCDDzomIbySMWPGYDAYWLduHYMGDWLr1q2kp6cTFxfHpEmTGD58OABjx44lPDy8pKru80aPHk1ISAgHDx7krrvuYs2aNaSmppKUlMT06dO56667yMnJ4cEHH3R0gzWbzY7JNkeOHMncuXNJS0vj6NGjjBo1imXLlhEcHOx2RciKxD4s7Up3KXS+Fk1hz8nmzZvTq1cvcnNzGTx4MCtWrCAjI4M9e/YwZMgQ9uzZQ3R0NCNHjiyLt1Xm7N+9jz32WIGC388//zwAs2bNYuTIkezevZvMzEyOHTvGxIkTGTt2LGBbPdZkMhV/xcuBwn7mdc6KiPiGwvw+Ke3rlZ49e9KyZUvOnz9P//792bJlCxkZGWzdupX+/fuTmJhIkyZN8k0bMmLECKpVq8axY8cYNGgQe/bsISMjg1WrVtG/f38yMzPp3r07bdu2LWzzlQq1d+GEh4fz+OOPY7FYuPvuu/niiy84c+YM6enp/Pzzz9x+++2cPXuWFi1aODpUqK0vMaSkpFgLvbdIAWVnZ2M2m8nOzvYq/+OPP86//vUvACZNmsS4ceOwWl2fsg899BAffPBBqYwF92U//PADDz/8sNtx6nfeeSdTp051jFUH2yTUvXv3dnnXwc/Pj88++4xBgwaVWJ3Lgz179jhWAjx27NgVh0fpfHVv4sSJvPnmm/Tp04fp06e7zFPYczIxMZHu3bs75lVwFhoaysyZM684xKK88tSux44do2nTpl6X9dZbb/HXv/7V8Xrs2LFMmjTJbf6///3vjsDa1cibc7awn/mKfM6KiPiCovw+Ke3rlQMHDtCjRw/i4+PzpUVGRrJw4UIaN26cL239+vX069fP5QiUunXrsnjxYmJiYly/4VJ2++23s3r1at555x1GjRqVJ03tXTjZ2dkMGDDA7dQRDRo0YM6cOdSuXduxTW1tox5mUqri4+O9/mN0ub/+9a/8+uuv9O3bl5iYGPz8/IiIiKBHjx58//33fPjhhxUy+HC5/v37s3LlSu69916uvfZa/P39CQ8Pp1OnTkyZMoUZM2bkCZaBbQz4/PnzeeWVV2jSpAnBwcFERkbSs2dPFi5cWOGDZYDjD0ytWrW8mktI52vRFPacjIqKYuXKlTz77LPUr1+fwMBAzGYzAwcOZMWKFRU28PDnn38Waf+33nqLmTNn0qNHDyIjI/Hz88NsNtO3b18WL158VQfLvFXYz7zOWRGRslWU3yelfb3SoEED1q1bx8iRI6lZsyaBgYHUqFGDESNGsG7dOpcBBYB27dqxatUqhgwZQtWqVQkMDKRu3bo8+eSTrFq1ymeCZVei9i4cf39/fvzxR959911uuukmKlWqRHBwME2bNmX8+PGsWrUqT7AM1NZ26mEmIiIiIiIiIiLiRD3MREREREREREREnChgJiIiIiIiIiIi4kQBMxEREREREREREScKmImIiIiIiIiIiDhRwExERERERERERMSJAmYiIiIiIiIiIiJOFDATERERERERERFxooCZiIiIiIiIiIiIEwXMREREREREREREnChgJiIiIiIiIiIi4kQBMxEREREREREREScKmImIiIiIiIiIiDhRwExERERERERERMSJAmYiIiIiIiIiIiJOFDATERERERERERFxooCZiIiIiIiIiIiIEwXMREREpEw9+uijhIWFeXxUq1aNzp078+6775KWllZmdT158iQ33ngjN954I5988kmB9r399tsJCwtj2rRpJVQ7sZ8vR48eLeuqiIiISDnnV9YVEBEREbmSCxcusGXLFrZs2cK3337LL7/8QkRERKnXIzs7m/379wOQlJRU6scXERERkdKhHmYiIiLiE2JjY0lJScn3OHv2LDt37mTcuHEYjUZ27drFCy+8UNbVFREREZGrmAJmIiIi4tP8/PyoXbs2L730Evfddx8As2bNIjU1tdTrUrt2bUcgb/z48aV+fBEREREpHQqYiYiISLlx9913A7ahkQcOHCjj2oiIiIjI1UoBMxERESk3qlWr5nienZ2dLz0tLY133nmHDh06EBMTQ61atejWrRvTp08nJyfHZZnJyclMmDCBm266iaioKCIjI7nxxht5+eWXOXfuXL78TZs2JSwsjJUrV+ZLW7ZsGf3796dWrVpERUXRunVr3n77bZd1BZg4cSJhYWE8+uijLtOPHj3qmMjeXd3//ve/c9NNNxEdHU29evXo1asX8+bNw2q1utzHHXtd3nrrLQC++uorYmNjiYmJoVq1avTq1cvle7Yv2jBx4kSX5a5cuZKwsDCaNm3q8ngffvghaWlpjB8/niZNmhAVFcVNN93E559/7sg7d+5cunXrRtWqValduza9e/fmt99+8/h+tmzZwuDBg6lduzbR0dG0bt2aN954w2PPxD179vDoo4/SuHFjIiMjadasGcOHD+f33393md++kMOWLVs4cuQIAwcOxGw2u20LERERKT806b+IiIiUG6dPn3Y8v/baa/OknTp1il69erF3717HttTUVNavX8/69euZMWMGM2bMIDQ01JF+9OhRevTowYkTJ/KUtX//ft5//30WLFjA8uXLqVSp0hXr9s477/DKK6/k2bZnzx5effVVli9f7jZgV1i7du3irrvuytMm6enpxMfHs3z5coYMGcInn3yCyWQqcNnjxo3jP//5T55ty5cvZ+XKlcycOZPbbrutyPW3y8jI4M4772TTpk2ObXv37uXJJ5/kwoULAHmGv6akpLBs2TLWrVvHxo0bqVevXr4yf/75Z1588cU8gco9e/bwxhtvMHv2bObPn090dHSefWbNmsXDDz+cZ5+jR49y9OhRfvjhB95//30efvhhl+/h1KlTDB48mFOnThWuEURERMTnqIeZiIiIlBtz5swBoG3btlStWtWx3WKxcN9997F3715q1KjBV199xenTpzlx4gRTpkwhMjKSZcuW8cQTT+Qpb9y4cZw4cYJatWrx/fffc/LkSf7880+mT59OpUqV2Lt3L5MnT75ivZYuXeoIlt12222sXbuWpKQktm7dyqBBg1ixYgXr168vtnZITU3lnnvu4fTp0zRu3Jg5c+aQkJDAkSNHeOeddwgODuabb77h9ddfL3DZCxYs4OOPP2bChAkcPHiQkydPMm3aNCIiIrBYLLz22mvF9j4APvroI06cOMGPP/5IYmIia9asoXnz5gC88sorvPTSS9x7773s3r2bkydP8umnnxIQEEBGRobb/5tx48ZRs2ZNZs+eTUJCAvv37+fll1/GZDKxa9eufOfBjh07GDlyJNnZ2dx5552sX7+e5ORktm/fziOPPILVauXpp59m6dKlLo/33HPPERQUxNSpUzl8+DAvvvhisbaRiIiIlD4FzERERMSnZWZmsm/fPiZMmMD//vc/QkJCeP/99/PkmTt3LuvXrycgIIA5c+bQr18/wsLCqFKlCvfccw/z5s0jMDCQmTNnsn37dsd+y5cvB+C9997j9ttvp3LlyoSHh9OnTx9Hb6INGzZcsY72IXidOnXiu+++o0WLFgQGBtKwYUP+97//0aVLl2JqDZvPP/+cQ4cOERERwc8//0zXrl0JDg4mKiqKUaNG8fXXXwMwadIk4uLiClT2b7/9xrhx43jhhReIiYmhcuXK9O3b1xF827VrV7G+l7NnzzJ16lS6d+9OUFAQLVu2dPz/Zmdn07FjRz777DNq1qxJ5cqVGTp0KPfeey9g6wnoislkcgzjDA4Oplq1aowdO5Z//vOfAMybN48dO3Y48r/22mtkZWURGxvLjBkzuP766wkICKBu3bq89957PPvsswBMmDDB5fGSk5OZP38+AwYMIDo6GqNRl9giIiLlnf6ai4iIiE9YvXq1Y74u50dkZCStWrXivffeo379+ixZsoSWLVvm2XfmzJkADB8+nMaNG+cru3nz5gwaNAir1cq8efMc2/39/QHbUMbLvfjiixw8eJBPPvnEY73j4uIcQbVXXnkl3xBIg8HAuHHjvGgB79nf77PPPptvaCFA9+7d6dy5M+np6SxZsqRAZVepUoXRo0fn296uXTvA9dxxRdGqVSvat2+fZ9sNN9zgeP7kk0/m28eenpKS4rLMe++9l9q1a+fbPmrUKOrWrQvYetIBnD9/noULFwK2wKfBYMi337hx4wgNDWXbtm0cP348X/odd9xBrVq1XNZFREREyicFzERERKTcOHbsmCPQ4Wzr1q0AdOzY0e2+N910E2Cby8quc+fOAIwePZq33norT1pISAgxMTFcc801Hutk77FWpUoV2rZt6zJPhw4dqFKlisdyvJWdne04pqf327p1ayDv+/VG06ZNXc7ZFhQUVKByvNWgQQOPx7ruuusKXBd3c6wZDAZ69OgBwM6dOwH4/fffyc3NJTQ0NE+gzllISIhj0QJX7XnjjTd6rI+IiIiUP5r0X0RERHxCbGwsv/zyS77tVquV48eP8+WXX/LWW2/x+uuvU6tWLYYMGeLIEx8fD8CIESMYMWKEx+MkJCQ4nr/99tscOHCAHTt28Prrr/P6668THR1N+/btuf322+nfv7/bFSrtkpOTAahRo4bL3kl2NWvWdLnqZkGdOXPG0cvr1ltvvWJ+5/frjdLuKWXv5VfYdFc8vQd7z7OzZ88Cl86d1NRUr4KartrzSkFVERERKX/Uw0xERER8msFgoFatWrz00kv06dMHgB9++CFPntzcXK/Lcx5+Wa1aNdauXcs333zDoEGDMJvNJCQk8NNPP/H4449z/fXXs2zZMo/l2eer8hQsAwq1WqWr4Y8Wi6VAZaSlpRUov59f8d5PLe7VQb3haQ4xe/vZ32dBzh1w3Z6F+b8VERER36YeZiIiIlJudOnShdmzZ3P06NE82yMiIjh9+jQrV66kVatWBSrTaDTSu3dvevfuDcDevXtZsmQJn332GQcOHOCBBx5g586dhIaGutzfPofYiRMnsFqtbgNnx44dK1C9AJfzZYWHh2MwGLBarRw5coSoqKgCl1uaCvO+i+ro0aNcf/31btMAYmJiAIiMjASgSZMmbNq0qXQqKCIiIj5PPcxERESk3KhatSqQv5dPixYtAPKsgHm5EydOsGXLFk6dOgXA4cOH+fDDD/NN6t+oUSMef/xxli9fTnBwMImJiXlWVLxc8+bNMRgMnD17lo0bN7rMs23bNs6cOeO2jIyMDJfbXa3QGRQU5JjXy9P7PXToEFu2bCEpKcltnuKUmZnpcru7NilJv/76q8vtFovFkWYPrDZv3hywtZen3nh//PEHW7ZsISsrq5hrKyIiIr5IATMREREpN+y9ty4fqnjXXXcBMGnSJJcrXqanp3PHHXfQuXNnRy+iuLg4xo8fz5gxY9i7d2++fQICArBarYDnYZARERF06tQJsK2S6WqI3xtvvOFy34CAAAB+++23fO/p7Nmz/Pe//3W5n/39vvfeey7rFh8fT+fOnencuTN//vmn27oXB/scY+vWrcuXdvjwYWbMmFGix3dl2rRp+XohAnz88cccPXoUf39/RxuazWbat29PZmYm//73v12Wt3TpUjp06EDfvn09DvcUERGRq4f+4ouIiEi5ERwcDFyasN3unnvuoWHDhuzatYubb76Zn3/+mYSEBFJSUli5ciW9evXi0KFDNGrUiJ49ewJwww03OCZ5f+ihh1izZg0XLlwgNTWVDRs2MHDgQDIyMoiKirriMM9x48YBsGrVKgYNGsQff/xBVlYWhw4dYtSoUSxYsMDlypP2YYNHjhxh5MiRHDp0iMzMTNavX0/v3r3x9/cnJCQk336PPfYYkZGRLFu2jNtuu40VK1Zw5swZzp49yy+//MLtt9/O2bNnufXWW2nZsmXBGrmA7O9h3bp1vPDCC5w4cYL09HQWL15Mnz59uPbaa0v0+Jfz8/MjJyeH3r17s3jxYjIyMjh9+jRvvPEGf/vb3wDbqqhms9mxz/jx4zEYDEycOJHHHnuMP/74g7S0NOLi4vjf//7H0KFDAXjiiSeKfY43ERER8U36iy8iIiLlhj3IkZqayqZNm2jTpg1gG6b49ddfc9ddd7Fr1y4GDhyYb9/q1avz9ddfOwIeQUFBTJw4kdGjR7Nt2zZuu+22fPsEBwczZcoUAgMDPdarc+fOvPbaa0yYMIGFCxeycOHCPOk333wzrVq14v3338+z/bbbbqNDhw6sXbuW77//nu+//96RFhYWxo8//sjgwYPzDRU0m81Mnz6dQYMGsW7dOu688858dWratClTpkzxWO/iMGzYMD799FP279/Pf//73zy94sxmMz/88AOxsbElXg+7ypUr87e//Y3nn3+evn375ku/7bbbeOmll/Jsu+WWW3jzzTd58cUX+eqrr/jqq6/y7TdgwACeffbZkqq2iIiI+Bj1MBMREZFyo1GjRo5eYQ8++GCetCZNmrBhwwbGjBlDo0aNCA4OJigoiGbNmvHCCy+wceNGGjVqlGefESNGsGDBAu666y6qVauGv78/QUFBNGzYkEceeYSNGzfSrVs3r+r27LPPMm/ePG677TYiIiIIDAykYcOGTJgwgdmzZ7vsmWQ0Gpk9ezbPPfccderUwd/fn+joaPr378/y5ctp37692+PFxsayadMmHn30UerVq0dgYCChoaG0atWKiRMnsnLlSsfE9iUpLCyMxYsX8/DDD1O9enX8/f2pVq0a999/P6tXr6ZBgwYlXofLjRo1ijlz5nDLLbdQpUoVQkJCuPHGG3n//feZOXOmywDo6NGjWbJkCf369SMmJgY/Pz8iIiLo0qULX375JVOnTtVqmCIiIhWIISUlxVrWlRAREREREREREfEV6mEmIiIiIiIiIiLiRAEzERERERERERERJwqYiYiIiIiIiIiIOFHATERERERERERExIkCZiIiIiIiIiIiIk4UMBMREREREREREXGigJmIiIiIiIiIiIgTBcxEREREREREREScKGAmIiIiIiIiIiLiRAEzERERERERERERJwqYiYiIiIiIiIiIOFHATERERERERERExIkCZiIiIiIiIiIiIk4UMBMREREREREREXGigJmIiIiIiIiIiIiT/wc2c5Zax9azqwAAAABJRU5ErkJggg==\n" }, "metadata": { - "needs_background": "light" + "image/png": { + "width": 614, + "height": 222 + } }, "output_type": "display_data" } ], "source": [ "colors = iter(['r', 'b', 'g'])\n", - "fig, axes = plt.subplots(ncols=2, figsize=(14, 5))\n", + "fig, axes = pplt.subplots(ncols=2, refaspect=1.6, axwidth='70mm', sharey=False, wratios=[2, 1])\n", "for k, v in results_dict.items():\n", " print(v.regularization_percentage)\n", " color = next(colors)\n", - " axes[0].scatter(v.output.index, v.output['deltaG']*1e-3, color=color, label=f'r1: {k}')\n", + " axes[0].scatter(v.output.index, v.output['SecB WT apo']['dG']*1e-3, color=color, label=f'r1: {k}', s=10)\n", " axes[0].set_xlabel('Residue number')\n", " axes[0].set_ylabel('ΔG (kJ/mol)')\n", " axes[1].plot(v.losses['mse_loss'], color=color)\n", @@ -739,13 +719,10 @@ " axes[1].set_xlabel('Epochs')\n", " axes[1].set_ylabel('Loss')\n", "\n", - "axes[0].legend()" + "axes[0].legend(loc='r', ncols=1)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -753,10 +730,10 @@ "source": [ "#### Fit result covariances\n", "\n", - "Covariances on ΔG are estimated from the Hessian matrix $$\\mathcal{H}$$. This matrix describes the local curvature of $$\\chi^2$$\n", + "Covariances on ΔG are estimated from the Hessian matrix $\\mathcal{H}$. This matrix describes the local curvature of $\\chi^2$\n", "(sum of squared residuals) at each residue for the set of ΔG values obtained from the fit.\n", "From the Hessian matrix, covariances are determined by taking the diagonal elements of the square root of the inverse of\n", - "the negative Hessian ($$\\sqrt{\\left|(-\\mathcal{H})^{-1}_{ii}\\right|}$$).\n", + "the negative Hessian ($\\sqrt{\\left|(-\\mathcal{H})^{-1}_{ii}\\right|}$).\n", "\n", "When these covariances are high, the optimization landscape is flat and therefore it presents a higher difficulty to finding\n", "the exact minimum. High covariances frequently signal that the obtained ΔG values are at the extreme ends of the time\n", @@ -767,31 +744,31 @@ "range of the experiment." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 57, "outputs": [ { "data": { "text/plain": "Text(0, 0.5, 'ΔG (kJ/mol)')" }, - "execution_count": 19, + "execution_count": 57, "metadata": {}, "output_type": "execute_result" }, { "data": { - "text/plain": "
", - "image/png": 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\n" + "text/plain": "Figure(nrows=1, ncols=1, refaspect=4, figwidth=7.09)", + "image/png": 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}, "metadata": { - "needs_background": "light" + "image/png": { + "width": 708, + "height": 214 + } }, "output_type": "display_data" } @@ -799,21 +776,18 @@ "source": [ "\n", "colors = iter(['r', 'b', 'g'])\n", - "fig, ax = plt.subplots(ncols=1, figsize=(14, 5))\n", + "fig, ax = pplt.subplots(ncols=1, width='180mm', aspect=4)\n", "v = results_dict[2]\n", "\n", - "ax.scatter(v.output.index, v.output['deltaG']*1e-3)\n", + "ax.scatter(v.output.index, v.output['SecB WT apo']['dG']*1e-3, s=10)\n", "ylim = ax.get_ylim()\n", - "ax.errorbar(v.output.index, v.output['deltaG']*1e-3, yerr=v.output['covariance']*1e-3, linestyle='none', color='k', zorder=-1)\n", + "ax.errorbar(v.output.index, v.output['SecB WT apo']['dG']*1e-3, yerr=v.output['SecB WT apo']['covariance']*1e-3, linestyle='none', color='k', zorder=-1)\n", "ax.set_ylim(*ylim)\n", "ax.set_xlabel('Residue number')\n", "ax.set_ylabel('ΔG (kJ/mol)')" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -826,30 +800,58 @@ "where PyHDX kinetics approximations break down." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { - "cell_type": "code", - "execution_count": 19, - "outputs": [], - "source": [], + "cell_type": "markdown", + "source": [ + "Finally, the obtained ΔG values can be plotted with PyHDX default setings and colors using `dG_scatter_figure`. More plotting options are shown in the next chapter." + ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 62, + "outputs": [ + { + "data": { + "text/plain": "(Figure(nrows=1, ncols=1, refaspect=2.5, figwidth=6.3),\n SubplotGrid(nrows=1, ncols=1, length=1),\n [])" + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "text/plain": "Figure(nrows=1, ncols=1, refaspect=2.5, figwidth=6.3)", + "image/png": 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+ }, + "metadata": { + "image/png": { + "width": 629, + "height": 295 + } + }, + "output_type": "display_data" } + ], + "source": [ + "from pyhdx.plot import dG_scatter_figure\n", + "dG_scatter_figure(v.output)" + ], + "metadata": { + "collapsed": false } } ], "metadata": { "kernelspec": { - "name": "conda-env-py38_pyhdx_pn011-py", + "name": "conda-env-py38_pyhdx_01-py", "language": "python", - "display_name": "Python [conda env:py38_pyhdx_pn011]" + "display_name": "Python [conda env:py38_pyhdx_01]" }, "language_info": { "codemirror_mode": { @@ -866,4 +868,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/docs/examples/04_plot_output.ipynb b/docs/examples/04_plot_output.ipynb index bca415a7..f514ad28 100644 --- a/docs/examples/04_plot_output.ipynb +++ b/docs/examples/04_plot_output.ipynb @@ -3,10 +3,7 @@ { "cell_type": "markdown", "metadata": { - "collapsed": true, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": true }, "source": [ "# Plot output" @@ -15,20 +12,26 @@ { "cell_type": "code", "execution_count": 1, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\jhsmi\\Miniconda3\\envs\\py38_pyhdx_01\\lib\\site-packages\\tqdm\\auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "from pyhdx.fileIO import load_fitresult\n", - "from pyhdx.batch_processing import yaml_to_hdxm\n", + "from pyhdx.batch_processing import StateParser\n", "import proplot as pplt\n", "from pyhdx.plot import *\n", "import yaml\n", "from pathlib import Path" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -37,8 +40,8 @@ "outputs": [ { "data": { - "text/plain": "", - "text/markdown": "HDX Measurement: SecB_tetramer

Number of peptides: 63
Number of residues: 146 (10 - 156)
Number of timepoints: 6
Timepoints: 10.02, 30.00, 60.00, 300.00, 600.00, 6000.00 seconds
Coverage Percentage: 88.39
Average redundancy: 5.49
Temperature: 303.15 K
pH: 8.0
" + "text/plain": "", + "text/markdown": "HDX Measurement: SecB_tetramer

Number of peptides: 63
Number of residues: 145 (11 - 156)
Number of timepoints: 6
Timepoints: 10.02, 30.00, 60.00, 300.00, 600.00, 6000.00 seconds
Coverage Percentage: 88.39
Average redundancy: 5.04
Average peptide length: 11.89
Repeatability (mean std): 0.05 Da
Temperature: 303.15 K
pH: 8.0
" }, "execution_count": 2, "metadata": {}, @@ -48,18 +51,16 @@ "source": [ "data_dir = Path() / '..' / '..' / 'tests' / 'test_data' / 'input'\n", "output_dir = Path() / '..' / '..' / 'tests' / 'test_data' / 'output'\n", - "yaml_dict = yaml.safe_load(Path(data_dir / 'data_states.yaml').read_text())\n", + "hdx_spec = yaml.safe_load(Path(data_dir / 'data_states.yaml').read_text())\n", "\n", - "state = 'SecB_tetramer'\n", - "data_filter = lambda df: df.query('exposure != 0')\n", - "hdxm = yaml_to_hdxm(yaml_dict[state], data_dir=data_dir, name=state, data_filters=[data_filter])\n", - "hdxm\n" + "hdx_spec['states']['SecB_tetramer']['peptides']['experiment']['query'] = ['exposure > 0.']\n", + "\n", + "parser = StateParser(hdx_spec, data_src=data_dir)\n", + "hdxm = parser.load_hdxm(0)\n", + "hdxm" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -68,10 +69,7 @@ "A figure of peptide coverage graphs showing RFU per peptide per exposure timepoint:\n" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -80,8 +78,8 @@ "outputs": [ { "data": { - "text/plain": "Figure(nrows=3, ncols=2, refaspect=3.0, figwidth=6.3)", - "image/png": 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d5xqz6f3333e9Xl1d7fo5LS2tzXbnnHMOVqxYgRUrVrhd3lPh4eHtTuvunIly8uTJbidECA0NxbJly6BQKFBVVYUNGzYIXr+ucvZKAwClUtnues2XeRq7pTnnwP+eygXQYmD/5vXx5MCBA/jrX//qelTh/vvvd52Dzv12Zd/Nj6mr9W5e554cc2fr3XxbZ715zMFxzEREUsY8egbzqHsNDQ0oKCjA8ePHW7zur3mUiMhfsLHOR5x3rEaOHNli4NbW/vKXvwCA20FlExMTXV/6zz77rKvH0ty5czF48OB2ywwLC3PNtuiO805jZWWla8wn55ghAwcO9DguhbPcnJwclJaWAgAGDx7suiv26KOPIicnp8U2ISEhyMzMRGZmJpKSktotu7vOPfdct4PmVldXY9++fQCAK664ot3tY2NjXWPJOdf3peaD+3qaUbL54wBdnXmyo/Wdobkz65aVlWHWrFn4v//7P1dD3U033YTHH3/ctU5nj6n5vpuv59y+O9t2db/N1+1svZtv68RjDo5jJiKSMubRM5hHHVauXIlff/0VX3zxBWbPno3IyEh8/vnn+Otf/9piLDl/y6NERP6Gj8H6iHOch6+++spjOHKqra1FZWVlm9lC77rrLnz44Yf4+eefYTabceGFF2LGjBkeyxo8eLDbO5FOw4cPd/1cUFCAYcOGue6m6fV6j2U7xyADHOOV9O7dG5GRkfj3v/+NxYsXY+fOnRgxYgTOPfdcXHLJJRg5ciQuuuiiDh9r64n2utvn5+e7AkTzRyE8OXnypGD16q7mvzuz2YzIyEi361ksFtfPERERnSrbuV7zbTsqu71zyW634+2338a8efNcd8GVSiVmz56NBx54oEXIa31Mnlit1hZ1bb59R9s66918fz055s7W21nn7mzbfHses/8dMxGRlDGPMo+25uzpmJqaitGjR2PChAm4+OKLUVpaiieffBLr1q0D4D95lIjIX7FnnY+0HvC2M9x175bJZMjMzHT9/5gxYzw+bgCgTcDytNz5yICzvh19yTb/oq6qqnL9PHfuXCxfvtwVnvbt24eXX34Zt956KwYOHIhrrrkG33//vceyu6t5F/nmmj8O0VlS6GLfu3dv18/Oae3dab7M3Z1cd5whtby8HA0NDR2WHRoa6jacFRUVYezYsbjvvvtcDXU33HAD9u7diwcffLBFQx3gOG/CwsI6PKaGhgbXWGDNj8lZb0/bAnDNZOdu2+4cc/NQ39XfBY85OI6ZiEjKmEeZRzsyaNAgVyPi5s2bXQ2L/pBHiYj8GXvW+YjzC3vKlCl44IEHOrVNnz592rxWUVGBBQsWuP5/yZIluOWWWzzOytRRr5TmocF5l8oZijoaa6J5eGgdpCZNmoRJkybBaDRi69at2L59O7Zv346TJ09i69at2Lp1K1asWNEi7HVGR3fd2tP8Dtwnn3zSqUcepHDXLjk52fXz0aNH2613fn4+AMe51r9//y6VbbfbkZ+f73b2NgCuGT0HDRrUJowfPnwYY8eOdd39Pvfcc/H8889j5MiR7e5XLpdj0KBByM7OxtGjR9tdr6CgwPWYQ/P3ITk5GT/++KPHbYEz70nrbYHuHXPr30VH+wXgKp/H3P62gXTMRERSxjwa3Hl08eLFMJvNGDVqFP7617+2u56zcbO+vh4lJSWIj4+XfB4lIvJ3bKzzkf79++PgwYOora1t8WXXVQ8//DBOnjyJc845BxaLBUajEf/617/w6aeftrvN4cOH0dTU1O7sSgcPHmxRT+BM133nmGPtcY4p0nzb1tLS0pCWloa77roLdrsdP//8M+677z5kZ2fj8ccf73I4ysvL69L6Ts0HNJbL5T36PXiTXq9HWFgYGhoasGfPHlx22WVu1/vll18AAEOHDm3Tk609zR852bt3b7vhyFm2c+wUp4qKCtxwww04fvw45HI5Zs+ejYceesjjTF7N952dnY29e/e2u45zv6337az3yZMnceLECbfn3smTJ1FYWNjutkDXjzk+Ph7x8fEoKirC3r17cccdd7jd1nlMffr0QXx8fIt985jb32979fa3YyYikirm0eDOo2vWrEFOTg5KSko8NtY1b/x0NvBKOY8SEQUC3oLwkQsvvBAA8P3333u8Ezd//nyMHTu2zXTpALBx40a8//77CAkJwSuvvIJly5ZBJpNh8+bNbmfrcqqpqcGmTZvaXe7cNiIiwvXld8EFFwBwBBFPg9p+9NFHABwD/zr/WH399dcxevRo10xizclkMowaNQpPPPEEAMfja+660jsfa2tt69atroGDu6pPnz6uL/+vvvqq3fWcDVBjx47F1q1bu7UvIWk0GlcvtU8++cTtOqWlpa5Bo6+88spOl52amoqBAwd6LPvgwYM4fPgwAOCqq65qsWzRokWunkdvvvkmHn300U411AGOR2YAx/g5v//+u9t1nKF/4MCBLcajcW7rqd7N/2BoXu+eHrNz319++SXq6+vbbNvY2Og6v9rblsfsvt6BcsxERFLFPOoQrHl0xIgRAIBdu3Z5XM+ZKRMSEhAVFQVA2nmUiCgQsLHOR2699VaEhISgtLQUc+bMcbvOzz//jCVLluDHH39sc1ewsrIS9913HwBg+vTpGDFiBEaNGoVJkyYBAB555BGP40fMnj3bNSZUcxs3bnSFo5tvvtk1vtTYsWPRq1cvAMCDDz7o9tGFzz//3DWVfPMBcm02G/bs2YPNmze7vrBbc/7RHhYW1mLMCeejCx9//HGbbaqrq/Hwww+3e4yd4azn22+/jR07drhdZ+7cudi8eTN27dqFIUOG9Gh/QpkyZQoAR1BZu3Ztm+VPPfUU6uvrER4e3unBip1uv/12AI7AuH379hbLbDYb5s6dC8Axnsh1113nWtbY2IjVq1cDcJw7N998c5f2e91117nGKJk7d26L2cMAxwxwX375JYAzx++UmJjouqO7dOnSNoG5rKwMS5cuBQBcfvnlSExMFOSYm29bWlqKl156qc1xvfzyyyguLnZbbx5zcBwzEZFUMY+2FGx5dOzYsQAcPRHdHRvgaMh1NiLedNNNLZZJMY8SEQUKNtb5SGJiIu6//34Ajjt9119/Pb788ksYDAbs2LEDCxYswI033oimpibo9XpMnjy5xfaPPPIICgsLMWDAADz++OOu159++mlotVqUlZXhkUcecbtvuVyOnJwcXHrppVizZg0OHTqEXbt24fHHH8eECRNgt9sRExPTIrSp1WrXl+Lu3btx2WWXYf369a5t58yZ4/pSHTRoEO69917XtldffTVCQx1PXE+aNAmvvvoqdu/eDYPBgB9++AEzZ87EkiVLAADjxo2DUql0bXvRRRcBcPSWmTp1KrZs2YJDhw5h3bp1GD16NLKysjyOhdaR6dOnIzk5GVarFddddx3mzp2LHTt24NChQ/j6669x8803Y+XKlQCAWbNmQavVttg+MzMTqampSE1NxYkTJ7pdj6666aabkJGRAQC455578MILL2D//v3YsWMH/vnPf7rqfPfdd0On07XZ3llnd48s3H333UhMTITdbsf48ePx3//+FwcPHsQPP/yAm2++2XUXfPbs2S2C7L59+1yTSVx88cU4cuRIh//Ky8td20dGRuLRRx8FAHz33XcYP348tm7digMHDmD58uX4+9//DpvNBp1Oh7vvvrtNvZ988kmEhYWhuLgYY8aMwWeffYY//vgDH3/8Ma644gqcPHkS4eHheOqppwQ7ZsDRK8EZEhcsWIA5c+bgt99+w969e/Hoo4/iySefBABcf/31rh4BPObgOmYiIqliHg3uPHr99ddj2LBhAICpU6di9uzZ2LZtG4xGI7Zv347HH38cN910E2w2GxITE9uMayjFPEpEFChkNTU1dl9XIlg1NjZi5syZePfdd9tdR6/X4+OPP27RQ2TTpk248cYbATi6hl9xxRUttlmzZg3uuusuAI47gM7HtxYuXIhnn30Wo0aNQnp6Ot588023+4yOjsb69etdwaS5efPmuYKMOwMGDMAnn3yC1NTUFq+//PLL7d6xdbrggguwfv36FjMvHjx4EGPGjGkxk5dTaGgo/vOf/yAnJwdLly7FY4891mIf06ZNw+rVqzFx4kS8/vrr7e73yJEjGDduHHJzc9td5+6778bixYvbDF571VVXue7O/vHHHx4HUu4MZ3m33HJLu78fp+PHj+Paa6/FkSNH3C6/5ppr8P7777uCaXMajQYAoNPpcOjQoTbL9+/fj+uvv77du+FTp07Fyy+/3OK1d955BzNmzPBY59aeeOKJNiF+5syZrnDXWlxcHD7//HNXsGxt9erVuPfee93OHBYeHo5XX30VEyZMcLttd47ZqaqqCtddd12Lsdaa+9Of/oTPP//c9ehIazzmlgL1mJvLz8/H0KFDAQBffPEFRo8e3eE2RERiYB5tKdjyaG5uLsaNG9dungSAwYMH44MPPkBaWlqbZVLLo0REgYI963woNDQUr732Gj777DNcf/316Nu3L8LCwhAVFYULL7wQixYtwrZt21oEo+aPG4wfP75NMAKACRMmuP7w+9e//uWa5t5JJpPh5Zdfxrp163D55ZcjJiYGCoUCycnJmD59On755Re3wQhwdGffvHkzxo8fj4SEBISHhyM6OhrnnXcennrqKezevbtNMHLWY9OmTRg/fjwGDBgAhUKB0NBQxMXFYcyYMXj99dexadOmFsEIAIYNG4Zt27Zh4sSJ6Nu3r2ubsWPHYtOmTa7HLHoiOTkZO3fuxMKFC/HnP/8ZvXr1QlhYGPr27Ytx48bhq6++wgsvvCC5WaYSEhKwbds2PPbYY0hPT4darUavXr0wcuRIvPbaa1i7dq3bYNQZw4cPx86dO3HfffchOTkZSqUSsbGxGD16NN5//323wejkyZM9PSQAwLJly7B69WqMHj0asbGxUCqVSE5OxsyZM7Fz5852G3AAx2MkP/74I26++Wb07dsX4eHh6NevH8aPH48ff/yx3Qac7h6zU1RUFDZv3oxnn30W5557LiIjIxEZGYlzzz0Xzz33HL799luPDTg85uA4ZiIiKWIeDe48mpSUhO3bt2PhwoUYOXIkYmJiEBoaitjYWFx88cV4/vnn8fPPP7ttqAOkl0eJiAIFe9YFEeedzIsvvhjffPONr6tDREREREGGeZSIiKhj0uoqREREREREREREFMTYWEdERERERERERCQRbKwjIiIiIiIiIiKSCDbWERERERERERERSQQb64iIiIiIiIiIiCSCs8ESEREREREREZFkNDY2IjY2FvHx8cjJyfF1dbyOPeuIiIiIiIiIiEgynnvuOdhsNl9Xw2fYWEdERERERERERJLwww8/4IUXXvB1NXwq1NcVICIiIiIiIiKi4LV27Vq89NJLyM3NRW1tra+r43NsrCMiIiIiIiIiIp/55JNPcODAAV9XQzI4wQQREREREREREfnM4cOHcejQIdf/L1iwAAaDAX379g3KCSbYs46IiIiIiIiIiHwmJSUFKSkprv9/7bXXfFgb3xO1sS4pKQl1dXVISEgQczdEREQU4I4fPw61Wo3c3FxfVwUAMw4REREJxxs5JykpCRUVFYKWWV9fj/Dw8E6tW1ZWJui+A52ojXV1dXVoaGiAXC7spLMNDQ04fPgw7HbvPMErk8mQkpKCsLAwUcpvamoCAISEhIhSvr8R4/cr9u8wEPG8FE4wvpeB9jkdiPztvGxoaEBdXZ2vq+EiVsYBAuv68bfzzBuYc6SB56ZwgvG9DKTP6UDlb+elN3JORUUFmurrESNQeeUClUPuidpYl5CQALlcjj/++EPQcn/99Vecd955+Md7evTVqwUtu7WThjr8b5IBH3zwATIyMkTZR3FxMQAgLi5OlPL9jfP3O2HVuYjTa7q0bV1ZPQBAHXumdb/YUIM1mftE/R0GIp6XwgnG99J5Hae+ORHqtHjBym0od4SYsJgzn/11xiJkT13Na7yL/O28HDp0KGw2m6+r4SJWxgHOXD8Llg/CoFSl4OU3l5dtwRP35Il2/fjbeeYNzt/vte+NQm99VJe2NZdZAQCqWIXrtVJDFTZM2s7PwC7iuSmcYHwvndfxVe/9H2L10YKVazl9jSubXeNlhkp8M+knXuNd5G/npbdyTgyAf4YK04D538YmVIWHs8ecSPx6zLq+ejUGZET6uhokkji9BgkZXfvyqyl2fMFp4hQdrElE3qBOi4dmhHCPCdYXVwMAwuP42U+Bb1CqEvpzInxdDRJJb30U4jN6d2mb2mILACAiTtxGXCLqnFh9dJevY0/qis0AAHWcSrAyicg/Cf/sBhEREREREREREXWLX/esIyIiIiIiIiKijskAhMqEGWtRJkgp1B72rCMiIiIiIiIiIpIIv+5Zd9LgfraUylP1qKtoFGQfpjyzIOVQ1xUbarq8TXsTTEhBQUEBTCaTKGVrtVrodDpRyibqibJNBtQZiwQrr7HKMV5TaNSZ8Zos+Y5BbQ0Gg9tteH2Qv8rLtrh93VTUgOpKYXJOYUG9IOVQ15Uaqrq8jXOCiZpWE0xIAXMOBaO8r0+gLKtSsPKslY7PZEX0mb9lKvMcf8u4yzm8NqjLZECIUF3i2LVOVH7ZWKfVaqFSK/G/Se7/MJPJAbuAE6nIQmSwWq3CFUgeOX+/azL3CVamSq2EVqsVrLyuKigoQFq6HhazONNxK1VqGLMM/LImybBarZDLgYL5X3ttn5mZmW5fV6uVMBiMvD7Ib2i1WqjVSjxxT57b5ULnHLkczDle5Mg5KmyYtF2wMlVqle9zjl4PS51IOUethtHAnEPS4cw5O574zWv7dJdzmHGIApdfNtbpdDpkGYxu794ZDAZkZmbihlUXQKuP6vG+TIYqfJq5CwoFZxf1Fk+/3444p42OjY1t8bqv7zqZTCZYzHU4+4Y3EaFNE7TsWpMRBz6dCpPJxC9qkgyFQgGbDZj95iDo0oSbtbCq3NGbKCqmc19fBUYLnpmax+uD/IpOp4Ohg5xz7zsp6J/e89kCT2SZ8crth5lzvMiRc7ICL+fU1SF2wfMIHZQkaNmNebkoe+Ihfo6TpDhzztKXkpGcItzMrRWnnw7r1avjnHPksBkP3n+E1wZRgPLLxjrAEXQ8fShp9VHomxHjxRqRkDr6/banuLgYABAXFyd0lQQRoU1DVN9zfV0NIq/RpSmRem6EYOWVFzcAAGLiwgQrk0iKOvoe7J+uQlKGxos1IiEFas4JHZSEcP1QX1eDyGuSU1QYNky4nGMyOXKOVsucQ+JwTDAhXFkkHr9trCMiIiIiIiIiosDzzTff+LoKPsXZYImIiIiIiIiIiCSCPeuIiIiIiIiIiIKAYLPBkqgCtrHOJNA09q3LEWNa+vYGCxaarwcfJsB0eBNqTUZByzRX5ANwP517azwHyNt2b6pEgdEsWHm1VU0AgIiokE6tfyq/HkDnro/28LohKTqRJcx11bocoXMOM05wsWzfioa8XEHLbCo8DoA5h6Rpyw8VOHJYuJxTXe2YYCIysuM/048fc8zi3ZOMA/C6IZKqgGus02q1UKlV+DRzl2BlqtQqaLVa0aelFxunvfcdq9UKyOU4/ON80fbhbjr31pRqFYyGLJ4DJDqr1Qq5HFg5v9DXVQHQueujPWq1EgaDkdcNSYIj5yjxyu2HBStTpVa6ck66Pg3mOotgZXuLSq1EFq9Tn7FarZCFyFC1/GXR9tGZz3GVWoUs5hzyAmfOWbrkuK+r0qOMAzDnBBsZhOtZxw564gq4xjqdTocsQ5agd4Wddxt+/fVXWOrqoH1tJsJSEwQrv6m8BgAQEiPerG4N2cdhmr6MU3v7iEKhAGw29H99GsLT+vmkDvXGQpyY9jrPAfIKhUIBmw1Y/mwKBiepBCu3vNJxxzkm2jtfXzm5Ztzz2GFeNyQZjpxjFC3nmOssyFw1HHF6YTJJXZmjd6s6NlyQ8twpNtRgVeZ+Xqc+pFAoYG+y49r3RqG3PsondSg1VGHDpO08D8grnDnn3X8nIT1BuJxTdrpnXWwnetYJIeu4GZOX5PK6IZKggGusAxxBVswPm7DUBCiGJwlWXlNJJQAgpE+0YGWSNIWn9YPqnIG+rgaR1wxOUuGcIcLdiCgpbQAA9OkdJliZRP5G7JwTp9cgMUOYTFJd7HhMKzJOIUh5JG299VGIz+jt62oQeU16ggoZKRGClVdc4cg5cb2Yc4iCXUA21hERERERERERUUshMruvq0CdIPd1BYiIiIiIiIiIiMiBjXVEREREREREREQSwcdgu8G8+Vc05Ag384+tyjG7rDxKLViZrTXmFwM4M7U3p+j2jZpvf4c12zezYzbklwDo3PTuWq0WSqVS7CpREMjJNQtaXmcmmCgy1aOqqkmQ/RWc8L9ZMYl6yvBVMYoMNYKUZTl9zSpFnBSmLM+Ro5p/vzHn+Ebu14Uozar0yb4r82oBMOeQd2UdFzbndGaCiVPl9aioESbnHD09rigFDxmAUM4G6xfYWNcFVqsVkMtQ8dwHvq5Ktzmn9laqVTByanuvcZw7cpQs/NjXVenU9O5KtQrbf9qGhAThZj2m4KLVaqFWK3HPY4e9vm85AJvA5VmtDLMU+KxWK+Ry4OsnvH/dCqH595tarYTBYGTO8RKr1QpZiAzbnvjd11XpVM5RqVXYxpxDPeDMOZOX5Hp93zIAQo44JgNzDpEUsbGuCxQKBWCz4+y3bkJEepxg5TaUOe4Ih8WK17OuudqsYhy440NO0e1FjnPHhj7L70P44P6+ro5H9TknUHLPf1BWVsYQS92m0+lgMBhhMpkELbesrAwAEBsb63a5wWBAZmYmHo+TYUB4z/eXXw88XWx3XMNEAU6hUMBmAx54OwmJ6SpByqwuc/QSiYz1XuQ8lmXGi1NymXO8SKFQwN5kx1Xv/R9i9cLMJCyWMkMlvpn0E3MO9Yivc87NoTL0EaBbU4kdWN/InBNUZECIUIOhsWudqNhY1w0R6XGIGtFPsPKsxY5HTRRxGsHKJGkKH9wfinOSfF0NIq/Q6XSC/6FcXOx4pD8uzvMNkwHhQKpCiATB2bIo+CSmq5A8IkKQsiqKGwAAveLCBCmPpC1WH434jN6+rgaRV/gy5/SRAf3lAuQcG3MOkVRxggkiIiIiIiIiIiKJYM86IiIiIiIiIqIAJwMQwgkm/AJ71hEREREREREREUkEe9Z1g+kbI2qNJYKV11hlAQCERnlnCnlznmPgUufU9lqtlgMwe0ntd7+hPueEr6vhUUOBY6yM7OxsAI4BbnmOkL/JrweEGG/OUU73FBQUCD7wtJDaG8Sa1zvt/aYCx7PMgpRVV9UEAFBHhQhSXmecOuqY1ZA5x/vyvj6BsqxKX1fDo8o8x1jRzpyTmprK84P8Tokdgow3V9LNIqSecQDmHE+E6llH4mJjXRc4p6U//NR3vq6KIJxT26vUKmQZsoL+Q0tMVqsVkMtR8exaX1el02bMmOH6WalWw2gw8BwhydNqtVArlXi62CJYmWqlElqttkvbFBQUID0tDWaLcPXwFpVSiSyjkdd7ELJarZDLgfeflPZNpc5y5hy1WgmDgee0mBw5R4YdT/zm66p0mjPnKNUqGJmDyU9otVqolEqsFzBfqLqYc/w54wDMOeQ/2FjXBc5p6W9cdT60+kjByjWXObpuqGLDBSuzs0yGanycuQcmk4kfWCJSKBSAzYbopY8jNHmAr6vTKbaKKsd/S8tR+eDTPEfIL+h0OhiMRkHv9nbnDqzJZILZYsEtYTLESfTuZZ3dcTtdLTtTwWI7sNZi4fUepBQKBWw2YOFrg5CUKkxv/8ryRgBAdIxvImdutgVzpufxnBaZI+fYkfrmRKjT4n1dnU5pKK+D+XAJch/4iOcH+Q2dTocsH+ccZ8b5m1wGrUyiIQeA+XTOUTWro8lux+fMOeQn2FjXDVp9JPplxAhWXs3pHiCaOO88Bku+E5o8AGHD0nxdjU5pMpUDAGynin1cE6Ku0el0kglgcTKgv1yaQbbm9KMvmuZBW4BHasj/JaUqoR8eIUhZZSUNAIDYPmGClEfSpk6Lh2ZEgq+r0Sn1xdW+rgJRt0gl52hlMpwl4ca62tP/jWhTx+DOOpxgwn9wggkiIiIiIiIiIiKJYGMdERERERERERGRRPAxWCIiIiIiIiKiQCcDQoTqssXnYEXFnnVEREREREREREQSwZ513ZDz1SmYDMINSmupdAy+rIz2/uDL5XmOoTcNBoNo++jOTIqBqvFIPgCgqaQU9qoawcqVRWkQ0qe3YOUBLWeDJaLuybLZUSzRSRssp6ullJ2pX9np/3bmO4Gf7YHrp82VyMsxC1JWTVUTAEATFSJIeV11PL8egHg5h9dBS3XGIgBA/akqNFYKcw4BQGi0CuFnRQlWHnBmNlgi6p7DNhtMEp5gwnp6NlhFszpWnH4tmHMOJ5jwH2ys6wKr1Qq5HPjhiUO+rorgMjMzRStbpVYiy2AMyA+7ztJqtVCq1ah88GnHCzI5YLcJtwOhy2tFqVZDq9WKVj5RoLFarZAB+LbR1zXpns58J6iUSmQZg/uzPdA4c85rzxX6uiqCEyvnqNVKGII84wDOnKNC9tTVjhfkMmFnlxa6vGaUahUzDlEXODPOVjsAuzRvSLbgpo7MOeQP2FjXBQqFAjYbcM+7qeiXrhas3JoyR886Taz3e9aJrTCrDssnZ8NkMgX1B51Op4PRYIDJZILBYEBmZiaGTnoP6nh9j8uuKzLgj/cmYdWqVdDre16eU1mZo49NbGxswN5ZIhKLQqGAHcDf5DJoJXrX2Xw6vKq6UT+T3Y7PLZag/2wPNM6cs/C1QUhKVQpSZmW5o8U6OibwImdutgVzpufxOoAz52S1yDm9lj2E0MGJPS67MecYKmY+L1rOSU1NDfrfH1FX+EPGAZhzyP8FXnLygn7pagzK0AhWXmWx4xGN6Lhwwcok6dHpdC0+7NXxekQlZghWvl6vR0aGcOUVFxcDAOLi4gQrkyjYaGUynCXRIFt7+r8R3a6fH9xNp25JSlVCPzxCkLLKShw3JGP7BN4NSWqpdc4JHZyI8LNTBCufOYdIWqSccQDmHE+EegyWxMUJJoiIiIiIiIiIiCSCjXVEREREREREREQSwcdgiYiIiIiIiIgCnAyAXKAuW3yaVlxsrOuGwqy6DtepOFWPuorOTQNYV+VYTx0l7q9D3SsUvc7y7rh4nXmvglVdkfspw61Vp9Boruh0OZbSPACdm4K8KzjBBFHPHbbZYJLoeC7W0wMvK7pRv4rT2zo/d/gZEVhysy0drmMqakB1Vcc5p6aqCQCgiQrpcb08iYwKhTbeu+PideZ9CmaNOcfcvt5UXAZ7Va3bZW7LKSgCIF7O4QQTRN0j5YwDMOeQ/2NjXRdotVqo1Eosn5zd8coiTjHfbT6qk0qthFar9fp+pUqr1UKpUuOP9ya5XS6Ty2Dvxu+pM1OQd5dKrUKWIYtfUkSdZLVaIQOw1Q7ALrHvgtZ6UD/n545KqUSW0cjPCD+n1WqhVisxZ3peh+vK5YDN5oVKdZKv6qNmxmlDq9VCqVajYubzbpfL5IC9G78rsXKOSq1EloGfX0Sd5VcZB2DOcYMTTPgHNtZ1gU6nQ5bBCJPJ5HE955T157x1IzTpHQe4+jIzACA8ViVIPd2pyTLh9zs+Fnza+87gnYiWdDodjFkGt+eR89wZ/e7l6KWP8UHtzrCWOXoMmIvM+GHyd5y6nKgLFAoF7AD+HiKDVqKByHw6vKp6eFfcZAc+slj4GREAdDodDF3IOY+9OQi6NKXHdavKHb3vomLEi5wFRguenZrHjCMROp0ORoPnnDPt3TT006t9ULszasoaUJRjxrv3HuHnF1EXODPO3+QyaCXcs064nGPH58w55ANsrOui1tPSe6JJ1yJ6RL8O17MW1wAAFHGaHtWtM4Se9p66p6PzqJc+BtqMPl6sUVvmYscjzLXHO/+oChG1pJUB/eTSDLI1p280a3oatKXWi5x6pCs5R5emxOARER7XKS9uAADExIn/iCozjnR0dB7106sxMEP83OtJVXG9T/dP5O+0MhnOknBjnfMvmAhB6sisQ97HxjoiIiIiIiIiogAnkwn3GKyE22oDgkDzgBAREREREREREVFPsbGOiIiIiIiIiIhIIvgYrIiKv8lBjdHzIM0A0FDlGMg/LMrzIM09UZdXDoDTT/uLCkO529frTtWhvsIq+v7DeykQEu5oyzcXmUXfH1GgMtkB2Oyottth8XVlWrGcHn5FKWs5DosSQGQXnmswcRiXoLV7UyUKjJ6/I2qrmgAAEVEhotXjVL5j7DFnxgGYc6Su0FDX5rWKU/Woq2j0yv7VvUIRGi5DUQ4zDlF3mZrNslojwZxjPV0/RatMo0TXxus1+cOMt10Uwi5bfoGNdSKwWq2QhciQ89QPvq5KG67pp9UqZBmyGGQlRqvVQqVW4YfJ37ldLpcDNpv49Wi9H5VaBa2245mNichBq9VCpVTiI4sjusrgP0MTO+ratdqqlEp+RgQRq9UKuRx4a36hr6vSgjPjAIBarYTBYGTOkRhHzlHi9cnGNsu8lXFa70ul5ucXUVc4M87nFguc6UbSOadVYxtzDvkLNtaJQKFQwN5kx02r/oQ4fWSH69eVOe4Iq2PDxa4aAKDYUI0PM/dy+mkJ0ul0yDJkwWRq2yPTYDAgMzMTT74+CAPTxOuFedRowZPT8vDqq68iNTUVsbGx7KFA1EU6nQ5ZRiNMJpPr2v2bXAathEbiNZ8Or6pmdTLZ7fjcZseqVaug1+s7XRY/I4KLQqGAzQYs/k8SkgZ7/j6qPN1TKrqX9yJnbo4FD9+Xy5wjQY6cY2yTc5yfk68vGIy0QSpR62DMM2PaEzmunJOamsrzhKgLmmccAMw5fkYGQC7UBBPCFEPtYGOdiOL0keiX0avD9WqKHY81auIUIteI/IFOp/P4ZTAwTYn0cyJEr0dqaiqGDx+OuLg40fdFFIhaX8tamQxnSSjE1p7+b0SbOtmh1+uRkZHh7SqRn0karMTQsz1/H5WaGgAAvbVh3qgS+QFPOSdtkArn6DVeqQdzDlH3ubuOmXOIhMWnlYmIiIiIiIiIiCSCPeuIiIiIiIiIiIJAiFDPwUp3pMKAwJ51REREREREREREEsGedSIyfnUKJYbqDtezVDrGc1FGe2c8l7I8xxP8BoMBQGANmBkMfv62EkezzaKVX5jvmPAkOzsbADjBBJFADttsMEloLBfr6YGXFc3qVHH6Nef3Q2fxMyI4bf2+Erk5nr+PaqqbAACayBBvVAkAcPyY43uMOcf/fLu9HNl5daLuI7/QMVa0M+dwggkiYTDnEAmLjXUisFqtkMuB757o2oeAt2VmZgJwTFmfZTDyA0jinOfVfxcWemV/M2bMcP2sVith4DlC1C1WqxUyAFvtAOwSfFzATZ2c3w+dpVIqkWXkZ0SwcH4fLVt8wtdV8ch5HvM7TPqc59TC5ce8tk9nzuH5QdQzzDl+RibcbLCcDlZcbKwTgUKhgM0GzHh3MPqndzz9fE1ZIwBAE+v9X8eJLDNenZwDk8kUGB8+Acx5Xt3/djIS9B2fVz1Vffq8rCxqwEtTjvAcIeomhUIBO4CJ4UC8hAafqDudXdU9DFpFNmC1xcLPiCDi/D56dVEKUpM8fx+VVzq+S2KifRM5s3PNmPHIYZ6fEuc8pxa+NghJqUqv7LOyvBH5uVY8+0gBzw+iHnDmnAlhMsRJKuc4go66h739im3AGuYc8gE21omof7oKgzI6nn6+stjxuEZ0XLjYVaIAkKBXIXlEhOj7qSh2PJ5dGlsv+r6IgkG8HEgQ7FZmz1WfDrGRPX5kRYJ30ckrUpNUGD7Ec84pKXV8l/Tp7Z2hPsi/JaUqoR8ufsYBgLKSBq/shyhYxEks59Scjica5pwWZABCBGpUlc5vOzBJqO2biIiIiIiIiIgouLGxjoiIiIiIiIiISCL4GCwRERERERERURCQ0NPK5AEb60S075tynMjqePr5uirH4MvqKO//OkqOOqav7+r01V3Bqa6Fddxg9sp+mk8wAYh7jrjD84YCTZENAOyosgNmCQx/YjldB6WsZ5UpswlQGfJLm38qR06u5++k6hrHd0mkxjeRM/+EBYB432H8rhJWbrbFa/tyTjABeD/jADx3KPAUu3KO3ZUxfEmwnCOBY6HgxMY6ETinn18313vTz/dUV6ev7gq1WgmDIUCmuvYhrVYLtVqJl6Yc8fq+ZTK5qOeIO0qlGkajgecN+T2tVguVUonVFscfoTIE2lDFjmOyWq2+rgZ5iTPnLFp23NdV6TSxvsOYcYThzDhzpud5fd++yDgAcw4FDmfOWcOc4xc4wYT/YGOdCJzTzz+0Mgm69I6nn3f2YIqMDbxfR0GWBc/fmcuprgWg0+lgMBhhMpm8sr+ysjIAQFFRETIzMzE04xGoNd75HdbVFOCPXxfxvKGAoNPpkGV0XLsGgwGZmZmYGO6YHdaX6k4naXUPk1aRDVhd7/juo+DgzDmvLxyM1EEqj+uWVzoyTkx04GWc7Dwzps3J4XeVALydcQBHzsnOzsaMGTO8mnEA5hwKLO5yzoQwGeJ8nnMcQUfdw9lgi23AmgY7cw55XeAlJwnRpSuRMqLj6ecrih2PGfaKCxO7SuTndDqd10JdcXExAOD4cUfPCbVGh6heg72yb6JA0/rajZcDCT4eMKT6dIiN7GGIDbz759RZqYNUOEev8bhOSVk9AKBPbLg3qkR+zJsZBziTcwBmHKKean39xkkg59Scjica5hzyU2ysIyIiIiIiIiIKdDJALlRDKp+DFZWPO6cSERERERERERGRExvriIiIiIiIiIiIJIKPwYpoz8ZKHDOaO1yvtqoJABARFSJ2lbzu1FHHWDUGgwEAp6n3Z3U1BQAAq6UMjQ01ou7LYj4lavlEvlZkAwA7quyA2UdDoVhO71cp61kFymwCVIb80uZt5cjOq/O4TlWNY4KJKE3gRc6CE46ZAZ0ZB2DO8VfOjAMw5xAJodiVc+yuvOFtguWcAByyzsfDCVInBV5ykgCr1Qq5HHj3qRO+ropkZGZmAgDUaiUMBiODrB/RarVQKtX449dFp1+RA/DCX+cyecBMkU7kpNVqoVIqsdpiAeAY6iMQMqAM4PUaRJw5Z+Frx3xdFUlwZhyAOcffxMbGtso4AHMOUfc5c84a5hyiHmNjnQgUCgVsNuD5ZUlIHqzqcP2KCsdd5169AvvXcSTHjIdm5nKaej+j0+lgNBpaTMc+bOR8REQNEm2ftVV5OLhjLqdIp4Cj0+mQZTS2uJ5uCZMhzgd3OOtOzwar7uEsacV2YG2DnddrEHHmnLcfSYFe5znnlFU7Mk5sZGBnHAAwFJgxZdFh5hw/kpCQ4Mo4AFyfy0P/NBsRkQNE229tdT7+2PsMPzcp4LjLOTeHytDHj3NOiR1Y3xg4OUcGIESgwdDYQU9cgZ+cfCh5sApDz47ocL1SUwMAoLc2TOwqEXVL6+nYI6IGISo23Yc1IvJfra+nOBnQ3wfPI9ScvtWt6WGIhS0Q7plTd+h1KowYrPG4TnG5I+PExTDjkDS1/kwGgIjIAYjqleqjGhH5t9bXVB/mHKJu4QQTREREREREREREEsGedUREREREREREgU4GyIXq6RgogxJKFHvWERERERERERERSQR71oloy/cVOHLY3OF6NdVNAABNZIjYVfKp4wWOGXQMBgMAx2xBHIDZP9VW5bV5zWo2obGhRpDyzTWcSZmCR7EdrvFQqu12mL10h9Jyej9KWfd2qJIBkTKZo/4UlL7eXY6sAs85p6rWMcFEVETgR868U47ZD5lz/F9tdX6b16yWMuFyTu1JQcoh8gclrXKOxUv77WnOUcKRc0qYc8hHAj85+YDVaoVcDrz8PBsc3MnMzAQAqNVKGAxGBlk/otVqoVSpcXDH3LYLZXLAbhNuZzI5p0ingKbVaqFSKrHWcia2+tPTBI66OmqrUiqh1Wp9WyHyGmfOefKd476uiiQx5/gvZ875Y+8zbRcy5xB1iTPnrGfOkRQZACGfgiXxsLFOBAqFAjYb8MjKJCSmKTtcv7rccdc5MiZ4fh3HjBYsujMXJpOJIdaP6HQ6GLMMMJlMLV53Ts1+9s1vI6KPvsf7qS0x4MD6KQEzRTqROzqdDllGo+t6cl5Hfw+RQeuF9GO2nw6g3ZglzWQHPmqyY9WqVdDr9exBFGScOec/z6dgcLLK47oVFY6M06tX8GQcAMg5YsZ9Dx1mzvEzzDlEwmkv59wcKkMfL+ScutM5R92NnFNiB9Y3MueQbwVXcvKyxDQlBo+I6HC9iuIGAECvuDCxq0TUY62nY28uoo8eUf1HeLlGRP7L3fWklQH9hLrl6UHN6Vvbmm6EWOfjLHq9HhkZGQLWivzJ4GQVzh7qOeeYSh0ZR9ubGYf8A3MOkXDcXU99ZEB/5hyfknPmAr/AXxMREREREREREZFEsLGOiIiIiIiIiIhIIvgYLBERERERERFREJB74TFk6jk21onomLHjianLTjWg+JhjJqiIqBBR6xMRHYrYs6QxZkxn3hvyP7UlBtHKKSgoaDPgsxg4gCz5Wo7NjhK7+HOlWU7vQinr+r4qTm9iMDiuVV43wSnniLnDdQ4fqUNVTRMiNeJGzuioEMT1CRd1H13RmfeG/I9YOcdbGQfg5zX5XrYf5Jxy5hySADbWiUCr1UKtVmLRnbkdriv0LPBS2VdnqNWBMwV2sNNqtVCq1DiwfopgZSpVatf5UVBQAH16GurM4jfyqlVKGLKM/EImr7NarZAB+F5Cn9MdyczMBAColEpkGXndBAtnzrnvocMdrisDIP6fZIBc5hoPXDKYcwKHmDnHmxkHYM4h33HmnM1Nvq5J5zHnkC+xsU4EOp0OBoOxwztkzumr7/zPQPRNUUETK96v40SWGa/cftg1/bQU8A5F4NDpdDBmGQS9K9z8/DCZTKgzW/DurWdBHydezwlDcT0mf3AKJpOJ5yZ5nUKhgB3AxHAg3gsjytadbthQ9/BJiCIbsNpi4XUTRLqac165rS8uTPI8a2xPGE5aMOnN45LKOABzTiARM+f8+uuvqDNb8PqFaqSJ/JSNsaoJ03bW8fOafMKZcyaEyRDnlZzjCDrq7swG20yxDVgTQDlHJhNuNliZt+7IBSk21onE07TvrfVNUWHA8AhEx4n/iGqgTj9NvteVc7679HHhyEhQiroPIl+LlwMJXhhLpPp0iI3sYYhlSgtOXfnMT41XIGOASuQaMeOQuMTOOWlRIThHxBv3RFIR56WcU3M6nmiYc8hP8RuBiIiIiIiIiCgICNWzjsTFXxMREREREREREZFEsLGOiIiIiIiIiIhIIvgYrAQc+L4CJw+boY4S79dRfNQxw5Rz+unmOAAy+Yuvs2qRVVwvWvl5ZQ0AWl4nvD7I24psgDfGR3FOMFEp69m+ivxo9lryje8MNSiuahSt/DyT43vBXcYB+DlO/uHbkw3IrhJ3msz8WscHtvNa4bVBvlDstZzjnGCiZ+UUB1zOkUEu2JiB4o89GMzYWOdDVqsVcjnw+fMnvbZP5/TTzanVShgMnIqapMtqtUIuA+ZuKvXK/ppfJ2qVEoYsXh8kPq1WC5VSidUWi6+r0mUqpRJardbX1SCJsVqtkAFY9I1wM2h64i7jAPwcJ2lzZpyFB7z32e+8VtRKJQxGXhvkHc6cs8brOafnDYPMOeQLbKzzIYVCAZsNWPLwICTrVIiJ9v6vIzvPjLvm5gTMVNQUmBQKBWx24O3reiO9t/izJjtllTZgyhelvD7IK3Q6HbKMRphM3mnYKCsrAwDExsb2uCz2ziB3FAoF7ABevqwX/tw33Cd1yCprxB1fl/FznCTLmXGWDQvH4AjvjVCUU2vDzIMWXhvkNcw50iCTCTfBRI8n2iWP2FgnAck6FYYNVqNPrG+CLJG/SO8dhhFn8TqhwKXT6bwWBouLiwEAcXFxXtkfBa+UmFCMiOdnN5EngyPkODuKw4lTYGPOIeo8fiMQERERERERERFJBHvWEREREREREREFAeEmmCAxsWcdERERERERERGRRLBnnQRs2VOBI8fqEKXx/q8j/4QVwJkp3MUQSANykm9llTb43f4KCgqQnZ0NQJgBblvj9UVEUvdDvgUldU0+2XdepWO/YuUcfgaTUHJqbX65PzFzDq8vIgpmbKzzIavVCrkcePGdQl9XxTWFuxjUaiUMBk4LT92n1WqhVikx5YtSr+9brer+VO0FBQVIS9fDYq4TuFZnKFVqGLMMvL6ISHKsVivkAF7YW+PrqoiWc9QqJQxZzDjUfVqtFmqlEjMPWry+b7Wy+xkHED/nMOMQiUOo2WBJXGys8yGFQgGbDVg0ZyCSBqgQEx14v46cXDPueewwp4WnHtHpdDBkeW+q9+Z6clfXZDLBYq5D+p8ehlqjQ5giWtC61Vbl4eCOuby+iEiSFAoFbABeueUsXDhI7evqCM5wyopJb5/gZzD1iE6ng8HofxkHOJNz9H/7D9TaFISphetZV1uchQPrbuf1RURBK/Bah/xQ0gAVhqZGoE/vMF9XhUiyvDnVu9DUGh0iYwYjXCn8Y7BERFKXGqdAhk7l62oQSZY/ZxwAUGtToOk7HApNnK+rQkQdkMkAmUATTMg4T4Wo2AGSiIiIiIiIiIhIIthYR0REREREREREJBF8DJaIiIiIiIiIKAhwggn/wMY6CfhpZwVy882I0gTer6PghGNmK4PBAIBTsFNwKi3ag7qaYwgN0wharrnmBABeX0Qkbd8Za1Bc3ejraggur7QewJnPYICfwxScSo98jzrTYYQqowQr01x+FACvLyIKXoHXOuRHrFYr5HJg2cqTvq6K6DIzMwEAarUSBoORX7QUFKxWKyCTI9/wjqj7cV5fSpUaxiwDry8ikgSr1QoZgEWbSn1dFVE5P4MBQK1SwpDFnEPBwZlzjm55XrR9NL++mHOIKJiwsc6HFAoFbDZg2cyBSOmvQmxUYP86sgrMmPLsYU7BTkFDoVAAdhvS//Qw1BodwhTRou2rtioPB3fM5fVFRJKhUChgB7BsTAz+3E/h6+qILqu0AVO+KOXnMAUNZ87RX/0i1LEpCFPFiLavWpMRBz6dyuuLSABygWaDJXEFduuQn0jpr8LZSRGIiwnzdVWISARqjQ6RMYMRroz1dVWIiLwuJSYUI84K93U1iEgk6tgUaOKHQhER5+uqEBEFDDbWEREREREREREFOhkgE6pnHTvoiYrzgBAREREREREREUkEG+uIiIiIiIiIiIgkgo/BEhEREREREREFOBkAuUBdtvgUrLjYWCcBh0+YAaDNbLCnyupRUdPkiyoJqpcmBGfFhiOrwOzrqhD5RGnRHtTVHENomEa0fZhrTgAADAZDt8vQarWcYY2IBHe4vBGxqvoWr52qaUKF1eajGgmnl0KOszQhAByzwRIFo9K8H1FXdhihiijR9mGuyAfAnENEwYONdT6k1WqhVisxc9lRt8vlcsDm/zm2xXGo1UpotVrfVojIS6xWKyCTI9/wjtf2mZmZ2e1tlUo1jEYDgywRCUKr1UKlVGDmpvI2y+QywGb3QaUE1vo41CrmHAoezpxz9OclXttnj3KOSg1jFnMOEfkHNtb5kE6ng8FgRHZ2NgAgNjbWtcxgMCAzMxOvLxiMtEEqX1Wxx4x5Zkx7IgerVq2CXq/nHS0KKgqFArDbkDr0Hqgj+iMsPNLXVWpXbc0xHNr3AkwmE69RIhKETqfDtu0/o6yszG3GeW9yf+jPCvdhDXvGcKoek9494co4AHvuUHBx5hz9RfOgjh6IMEUvX1epXbUVR3Dgx1nMOUQQcDZYEhUb63xMp9NBqVQCAOLi4tosTxukwjl68R6d8xa9Xo+MjAxfV4PIJ9QR/aGJGoRwCYdYIiIxJCQkICEhwW3G0Z8VjoxE/70h6cSMQ8FOHT0Qmth0KFS9fV0VIqKAwcY6IiIiIiIiIqJAJ5NBLlTPOhl76IlJoHlAiIiIiIiIiIiIqKfYWEdERERERERERCQRfAxW4ox5ZlHKLTLVo7K6UZSym8svtAJwP806B2GmYFFm2oe62hMIDYvwdVXaZa4rAtDyWuU1SkRiMpyqF63sU1WNqKhrEq18AMgrbQDgPuMA/Ayl4FF6YgfqKo8iVMITaZmrjwNgziECABm7bPkFNtZJlFarhVqtxLQnckQpXy4DbHZRinbL3TTrarUSBoORX5IUsKxWKyCToyD3Q19XpdOaX6tKpRpGo4HXKBEJSqvVQq1SYtK7J0TbhzdzjruMAwBqlRKGLOYcClzOnHN0/399XZVOa5FzVGoYs5hziEia2FgnUTqdDgaDESaTSfCyDQYDMjMz8e6/kqBPUApefqfqcNyCyS/ncvp0CmgKhQKw25A6ZBrU6n4Ik/Ad59Zqa47h0P4XeY0SkeB0Oh0MWeJkHOBMznlvSn/oz1KIso8O63DKiklvn+BnKAU0Z85JG/Eg1JoEhIVH+bpKnVZbnY8/di/gNUpBRyYD5CHCTAzB+SXExcY6CdPpdKJ+eegTlMhIlu5jeUSBQq3uB03UQIQrevm6KkREkiB2xgEA/VkKZOhUou6DiAC1JgGR0SkIV8b4uipERAGDTysTERERERERERFJBHvWEREREREREREFAZmcz6/6A/asIyIiIiIiIiIin7HZbJgyZQr69OkDjUaDyMhI9O/fH/Pnz+9Wed988w2GDx+O6OhoV3nJyclYsWKFwDUXB3vWBTHDcYvb10+VN6CitlGw/fSKCMVZMWGd2jdRIKqrKwSANhNMWK3laGyoFWw/oWERUCiEGS+mtuaYIOUQEfmK4ZS1zWunKhtRYW4SbB+9VCE4K7ptnHa3b6JAVVdzHAAQZm45wYTVUorG+hrB9hMaroFC2VuQsmqr8wUph4iEYbPZkJaWhpMnT7pes9vtqKysxOLFi7Fr1y5s2LCh0+U999xzePrpp1u8ZrfbUVRUhFmzZuGHH37A2rVrBau/GNhYF4S0Wi3UaiUmv5zrdrlcDthswu2vvfLUaiW0Wq1wOyKSGK1WC6VSjexDr7ezhgyAXcA9ClueUqnmNUpEfker1UKtUmLS2yfaLJPLAJuAH7ueylOrmHMosGm1WihVahh/W9rOGhLPOSrmHApOMoFmgxXShAkTXA1148ePx4IFC1BeXo4ZM2bgl19+wZYtW/Dqq69ixowZHZaVnZ3taqiLjo7G888/jzFjxmDfvn146KGHkJOTgw0bNmDlypW48847RT2unmBjXRDS6XQwGIwwmUxtlhkMBmRmZmL5M4ORmtTzGdSyc824Z3YOVq1aBb1e32KZVqvlVOkU0HQ6HYxGA7KzswEAsbGxrmXOay114HiolX16vK86Swmyj65ze611F69RIvJHOp0Ohqy2Ocf5ufvOwylIT+x5xsk6Zsbtiw+3+7nLz1AKdDqdDsYszzlnsO5GqBU9bxCrs5qQU/Axcw5RAKqqqsLXX38NALjhhhuwcuVKAED//v2xZcsWDB8+HLm5uXjuuec61Vj3xBNPAABCQ0Px+++/uxrl//rXv+K3337DwIEDYTKZsGTJEjbWkfTodDqPX06pSSqco9cItj+9Xo+MjAzByiPyFzqdDkqlEgAQFxfXZrla2QcadX/B9sdrjYjIc85JT1QhY3CEYPvi5y4Fsw5zjkILjbqfYPvj9UbUQzIBJ5gQqJg33ngDNpsNMpnM7Xhyixcvxk033YTy8nLk5+djwIABHss7dOgQAGDw4MFue8+OGTMG77//Pk6dOiXMAYiEE0wQEREREREREZHXffXVVwCAvn37QqNp22HoqquuQkhICADgnXfe6bA8mUzW4r+tOcuSOjbWERERERERERGR1xUUFAAAUlNT213H2UNu//79HZY3dOhQAI6x68rKytos37RpEwBH46CUsbGOiIiIiIiIiCjAyQDIQ2SC/BNqmorKykoA8DhMV+/ejpmgjx071mF5ixcvRlhYGBobG3HOOedg7dq1MJlM+O6775CRkYGioiIAwKJFiwSovXg4Zh25lZ1r7nCdIlM9KqsbPa5TcNwKwDHIbHdx8FcKZGWV2aizlPS4HIu1HACvNSKijmQd6zjjnCqrR0Vtk8d1jp6yAOjZ5y7Az14KbGXVOaiztJ3UrqssDcw5RFJUX1/fYnIZT9z1cgOAxkZHm0KvXr3a3TYiwjHWrNnc8Xd4YmIiNm3ahGuuuQbl5eWYOnVqi+VyuRzLli3Dtdde26l6+wob66gFrVYLtVqJe2bndLiuXAbYOjl7emZmZrfrpFYpYcgy8suVAorVagUgR8HJbwUttyfXmlKphtFo4LVGRAHJmXFuX3y4w3W9lXEA5hwKTFarFZDJcezUD4KWy5xDFHhsNhsAuCarcScsLAyA82+ojm3cuLHddW02G7Zs2YIpU6Z0raJexsY6akGn08FgMMJk8nwHzDkd+3uZ/aCPDxetPoaiekxaVQiTycQvVgooCoUCgA36s2ciIiLB19VBbe1xGA4s47VGRAGrqxnn7Wtjkd47TNQ6ZZU2YMqGMn72UsBRKBSA3YYhwx9AhCbR19VBbc0xHNr/Iq81IpkMshChZoOVITw8vN0ec50llztGZ/PUa87Z8OZstPNk9uzZWLZsGQBgxIgRmD17Ns4//3z8/vvvWLZsGb777jusX78eVVVV+Oijj3pUdzGxsY7a0Ol0nf4S08eHIyNRJXKNiAJXREQCIqOSfF0NIqKg0JWMk947DCNEvCFJFAwiNImIjE72dTWISMJCQ0NRX1+PioqKdtepra0FAKhUntseKioq8MorrwAAJk2ahOXLl7uWXX755bj88svx0ksv4fHHH8fGjRtx8OBBDBs2rOcHIQJOMEFEREREREREFARkcpkg/4QSHR0N4MyssO44e+/169fPY1mrVq2CzWaDTCbDf/7zH7fr3H///a5HblesWNGdKnsFG+uIiIiIiIiIiMjrBgwYAADIzs5ud53S0lIAwPDhwz2WlZubC8DxKH5oaPsPkjobCI8fP96lunoTG+uIiIiIiIiIiMjrnLOynjp1CjU1NW2Wb9q0CU1Njhna77jjDo9lJSY6xsi0Wq2uWWbdqaysBADEx8d3q87ewDHrqEcMRfVdWv9UVSMqzE2dXj+vtMGxn05O0+7sHtt6+mhO1U5SVVsrjbs5HdWjoKCgw0HZvYHXOBF5S9bpDNIVp2qaUGG1dXr9o5WOPySYcyhQ1dYc83UVAHRcD+YcChoyCDjBhDDF3HXXXZg3bx5sNhtmzJiBd955p8XyRx55BADQu3dvJCV5Hut74sSJeOKJJ2C323H33Xfjf//7X5t1lixZAovFAsAxrp1UsbGOukWr1UKtUmLSqsIubSeTA/bOZ1iXnkzTDgBqtRIGg5FfciQZWq0WSqUahgPLfF0VF6VSDa1W2+b1goICpKXrYTHX+aBWnaNUqWHMMvAaJ6Iec2acKRu6PrudXA7YmHOIXDnn0P4XfV0VF485R6+HpU7COUethtHAnEOBSaPR4Nprr8UXX3yBjz76CCqVCvPmzUNpaSlmzpyJnJwcAMDcuXNbbBcTEwPAMePr999/DwCIi4vDqFGjsH37dnzwwQcwGo2YM2cO/vznP+O3337Diy++iB9//BEAkJycjIsvvth7B9pFbKyjbtHpdDBkGbt0B8pgMCAzMxP/fisJienizCBbXea4Qx0Ze+bUPpZlxpI7cjlVO0mKTqeD0WiQxF1cp/bu2ppMJljMdUi+922o+ut9ULMzGmscfzyHas7ccTafMODIK1N4jRORILqTcYAzOWf2m4OgS1OKUreqckfOiYo5k3MKjBY8MzWPn4EkKX6Xc+rqkPjvN6BITPNBzc5orC4HAIRGxrhesx4z4tiSu3iNU0BbvXo10tPTUVhYiFWrVmHVqlUtll955ZWYOnVqi9caGhw94Ft/zmzYsAEjRoxAXl4efvvtN9x0001t9te7d2/88MMPAh+FsNhYR92m0+m69YWRmK5CyogIEWoEVBQ7LthecWGilE8kpO5eQ76i6q9HxKARPq1DQ2UxACAsOs6n9SCiwNaTz2ddmhKp54qTc8pP55wY5hzyA/6WcxSJaVCnnOvTOjRWlAAAQnv18Wk9KLAJ9hisgORyObKysjB16lR8+eWXMJvNkMlkiI6OxvTp0zF79uxOlxUaGooDBw5g/vz5eOutt2AymWC32yGTydCrVy/cdNNNWLJkCeRyaU/hwMY6IiIiIiIiIiLyGblcjrfeeqvT67ubjKK5uXPntnl01p+wsY6IiIiIiIiIKNDJAFmIQD3KpNdBL6BIu98fERERERERERFREGHPOvK6vd9U4JjRLErZdVVNAAB1VIjrtaI8KwDHwM8d4bToRO2r+O1rmE9k+bQOjXVVAIBQdZTrNWtxHoDOXePdwc8FIuqK3ZsqUSBSzqk9nXMimuWcU/n1ADr+DORnGZFn1Xs3wXLM6NM6NJ3OOSHNck5DUT4A5hyiYMPGOvIaq9UKuRxY9dQJn+w/MzOzw3XUaiUMBiO/sIiasVqtkMllOL7uSV9XxaPOXOPdoVSrYDRk8XOBiDxy5pyV8wt9sv+OPgOZcYjcs1qtkIXIULTqaV9XxSOxco5KrUIWc07QkEEm2AQTMj4HKyo21pHXKBQK2GzAwtcGISlVKco+KssbAQDRMV0/tXOzLZgzPY/TohO1olAoYLfZcc5bN0KTrvVpXerLHL1VwmNVXtlfTZYJv9/xMT8XiKhDzpzzxvzBSB0kzmdUeaUj58REdy3nZOeZcdfcHH6WEbmhUChgb7Lj2vdGobc+quMNRGQuczwRpIpVeGV/pYYqbJi0nZ8NRBLExjryuqRUJfTDI0Qpu6ykAQAQ2ydMlPKJgpkmXYvoEf18WgdrsWPWJ0Wcxqf1ICJqT+ogFc5NF+czqqTM8chrn9hwUconCma99VGIz+jt0zrUFlsAABFx4nRsICL/wcY6IiIiIiIiIqJAJ4Ngj8HyKVhxcTZYIiIiIiIiIiIiiWDPOiIiIiIiIiKiICBYzzoSFRvryOt+2lyJvByzKGXXVDUBADRRIV3e9ni+YxwYd9Oic0pzIsdkC+5YT9WgodLilTo0VDn2ExbVciyXsGglFGcJP0ZUe8dMRNSeb7eXI/tonShlV9U4JpiI0nQtwuefcAxa7y7jAMw5RIBjsoXWak6ZYa2o91odrJWOfSmiW45LqegVDs1Zwk9c4+6YiUga2FhHXmO1WiGXA689V+jrqnjkblp0tVoJg8HIIEtBSavVQqlW4fc7Pna/glwO2GzerZQX66BUq6DV+nYWXCKSPmfOeXrFMV9XpV3uMg7AnEPBTavVQqVWYcOk7W0XymWAze79SnmxHirmHCJJYmMdeY1CoYDNBsx8JwUJ6cLfGQKAmjLHHWdNrHCn9vEsM5bdfphTmlPQ0ul0MBqyYDK17WVmMBiQmZmJmIWLEJqUJHpdbJWVAAB5dLTrtcbcXJTPeQSrVq2CXq8XfJ/scUJEneHMOfNXDMKgVHFmcqwsd+Sc6Bjhck5etgVz785jzqGgpdPpkOUm5zgzTq9ljyA0JdErdbFVVAMA5L0iXa81Hj6GipmLmHNIGDJAFiLQ1AV8mlZUbKwjr0tIVyEpI0KUsiuLGwAA0XFhopRPFKx0Op3HIBealIRw/RDR69FUVgoACInt3WaZXq9HRkaG6HUgIvJkUKoS6eeIk3PKShw5J7YPcw6RkDzlnNCURISdPdgr9WgyVQAAQrS92ixjziEKLmysIyIiIiIiIiIKApxgwj8I1P+RiIiIiIiIiIiIeoqNdURERERERERERBLBx2DJ6379phzHs8yilF1X5Rh4WR0l3KldfNQCwDHIrBMHYiVqqTE3FwDQZCqBrbpatP3YamoAAHKNxvVa0/ETou2PiKirtm+uxNFscXJOTVUTAEATFSJYmScK6gGcyTnMOEQtNR4+M8NzU3EZ7FW1ou3LVu0oWx55ZtzLxmOnRNsfBSGZDBDqMVgZH6cVExvryGusVivkcuCDecd9XZVuyczMdP2sUiuRZTAyzFLQ02q1UKrVKJ/ziOMFuRyw2bxfEbkcVqvV+/slIjrNmXNWPFPo66p0izPnqNVKGJhxiFwZp2LmojMvymWAze79yjDnEAUdNtaR1ygUCthswD/fTUdfvVqUfdSWOWZJi4gVb5a0k4Y6/HeyY3p3BlkKdjqdDkaDASaTCQaDAZmZmYh+6TGEpohzbdgqqgAA8l5RrtcaDxeg8v5noVAoRNknEVFnOHPOE28MwoBUpSj7qCp3PEEQFSNOhM/PtmDBXXnMOERomXEAuHJOwn/vgiK1nyj7bCx39KwLjTnTs86aXYjj/3yDOYcoyLCxjryur16NgRmRopRdVex4lCMqLlyU8omoLZ1O1+KPutAUHcKGpYqyryZTOQAgRBsjSvlERD01IFWJtHMjOl6xG8pLHDclY/qId1OSiM5onXEAQJHaD6pzB4iyv8YSx03J0D5RHaxJ1H2cDdY/cIIJIiIiIiIiIiIiiWDPOiIiIiIiIiKiACeTAbIQYfpscX4JcbFnHRERERERERERkUSwZx153UlDHQCg8lQ96ioaBS3bXOkoTxXd8tRW9wpF9FnCjGPnrD8Rudd4uAAA0FRcBntVjaBl26odAy/LIyMgi9IgJC7WtT8iIinIz7YAAEqLGlBTKWzOqa1qAgBERIW0eF0THYre8T0fx85ZdyJqnzXbMeNzQ1ElbJXC/l3QVGUGAIQl9kZYfHSL/RFRcGFjHXmNVquFSq3EfydnAQBkcsBu886+hd6XSq2EVqsVrkCiAKDVaqFUq1F5/7OOF+QywGYXb4fNyleq1bwmicintFot1GolFtyVB8B/c46aGYfILUfOUeH4P99wvCBmzmlVtlKt4nVJwuEEE36BjXXkNTqdDlkGI0wmk2vq88xVwxGn1wi2j7oyx2yw6tgzveiKDTVYlbkfq1atgl6vF2Q/Wq22zcxQRMFOp9PBaDC0uMa1r81EWGqCYPtoKnf01LOVVMA0fZnruuY1SUS+ptPpYGiVc+58bwj66oWbGba2zDEbbETsmV50Jw21WDnpkGA5h5+nRO45ck5Wi2s86X+3Q5l2lmD7aCyvhfVwMfIfXNfimuZ1SRR82FhHXtV6+vM4vQaJGdGClV9dbAUARMYp2izT6/XIyMgQbF9E1FbrazwsNQGK4UmCld9UUgkAaDzpaOTndU1EUtL6M7CvPgK6jEjByq8qdtyUjIprO7QHPw+JxNf6GlemnYWIcxMFK7+hpNr1M69pouDGxjoiIiIiIiIiokAnA2RCPQbLp2lFxdlgiYiIiIiIiIiIJII964iIiIiIiIiIAp4MCBGqzxa71olJVlNTI9pUfWeddRYaGhqQnJws1i4CQlNTEwAgJCTExzXxHovFgtzcXET3VyBUIVwHT1uT43SWN+va22i1ofKEFUlJSVAqlYLtK9AF43kplmB8L53XeEjfWMjCwzreoJPsTaenO2xqQtPJMl7XPeBv5+WRI0cQFhaGU6dO+boqAJhxOsvfzjOhOD8De/VXIFQh3B8zNsfbCXmzt7PRakcFc06XBeu5KYZgfC+d13hYv2jIw4Xr/2JvssNe34iGoipe0z3kb+elN3JObGwsUnoB+x8YIEh5w1/Mx+EKoKysTJDyqCVRe9ap1WrU1dXBZms7l3xTUxPKy8sRExPT7Quop2VIoQ4AkJeXBwBISureIOxSOY6ulBEeHo709HTB65Cbmwug1XsZDvQ9vSt356LQdZBCGTwvhStDCu+lEPUIyGs8Og5Ax9d1a/72XopVB387L8PCwqBWq7tbVcF5yjhA4JwnPS1DCueZEGV0dXtv55yz/CjnSKEOQGDkHCnUAQiM97KrZYh5jcsAV9nezjhSKSMYz0up5RzyPVF71nly6NAh/PnPf8bu3bsxZMgQn5QhhToAwJ/+9CcAwN69e31WBymUwfdSuDL4XgpXhhTeSyHqwfdSuHrwvRSuHkIch1QFynnS0zKkcJ4JUYYU6gAExnezFOoA8L0UsoxAeC+FKIPvpXBl8L0UR2xsLFJigAP/HihIeWcvOYrD5exZJxZOMEFERERERERERCQRbKwjIiIiIiIiIiKSCM4GS0REREREREQUDEI4i6s/YM86IiIiIiIiIiIiifBZzzqtVovHHnsMWq3WZ2VIoQ5CkMpxSOH30VNSeB+EKIPvpXBlSOG9FKIefC+FqwffS+HqIZXjEEOgnCdS+B1J4TikUAchSOE4pFAHIUjhOKRQByFI5Tik8PvoKSm8D0KUwfdSRDJAFiJQny120BOVz2aDpTOEmCmNHPheCofvpXD4XgqH76Vw+F6SN/A8ExbfT+HwvRQO30vh8L0UDt/LtmJjY5ESCxx8NFmQ8oY9dwSHyzgbrFj4GCwREREREREREZFEcIIJIiIiIiIiIqKAJxNwggkZAD6oKRb2rCMiIiIiIiIiIpIIjllHRERERERERBTAYmNjkdJbhoNPpAhS3rAFh3G41M4x60TCnnVEREREREREREQSwcY6IiIiIiIiIiIiieAEE0REREREREREwUCwCSZITOxZR0REREREREREJBFsrCMiIiIiIiIiIpIIPgZLRERERERERBQM5HwM1h+wZx0REREREREREZFEsGcdEREREREREVGgkwEIEajPFjvoiYo964iIiIiIiIiIiCSCjXVEREREREREREQSwcdgiYiIiIiIiIgCngwIEer5VRkAu0BlUWvsWUdERERERERERCQRbKwjIiIiIiIiIiKSCD4GS0REREREREQU6GQQ7jFYzgYrKvasIyIiIiIiIiIikgj2rCMiIiIiIiIiCgaCTTBBYmLPOiIiIiIiIiIiIolgYx0REREREREREZFE8DFYIiIiIiIiIqJAJwMg5wQT/oA964iIiIiIiIiIiCSCjXVEREREREREREQSwcdgiYiIiIiIiIiCgJ2zwfoF9qwjIiIiIiIiIiKSCPasIyIiIiIiIiIKdJxgwm+wZx0REREREREREZFEsLGOiIiIiIiIiIhIIvgYLBFRN1RWVqK6uhpxcXEIDw/v9HY2mw0lJSUICwtDbGysoHVqbGxEcXExIiIiEB0dLWjZREREFBjKy8tRXV0NjUbT5SzS0xxTVlaGhoYG9OnTB3K5cP1G7HY7TCYT7HY7+vTpA5mMz+cRuScTcIIJXmdiYs86IqJOqq6uxty5c5GSkoL+/fsjPT0d/fr1w4QJE2A0Gj1um5+fjzvvvBPx8fFITk6GTqfDoEGD8Pjjj6O2trZH9Tpw4ABuueUW9OnTB6mpqejfvz+GDBmCF154AY2NjT0qm4iIiPxfUVERHnzwQaSkpCAxMRFDhgyBTqdDSkoK/v3vf6OoqMjj9j3JMXV1dZg7dy6SkpKg0+mQnJyM+Ph43HHHHcjPz+/RcZWWlmLmzJlISEjAoEGDkJSUhISEBMycORMmk6lHZRMR+ZKspqbG7utKEBFJ3YkTJ3DNNdfgyJEjbpdHRETgs88+w4UXXthm2b59+3DttdeisrLS7bZDhgzBt99+263ecBs3bsRtt90Gq9Xqdvlf/vIXfPbZZwgLC+ty2UREROT/cnNzMWbMGJw6darddXr37o0NGzZg2LBhbZb1JMdUVlbiiiuuwKFDh9xuGx0djS+//BIjRozo5NGccezYMVx++eUoLCx0u7xfv37YvHkzdDpdl8smCkSxsbFIiQ/B/lfOFqS84fcewOGiJpSVlQlSHrXEnnVERB1obGzErbfeiiNHjiAuLg4rV67E8ePHkZ+fjxUrVqBXr16ora3FHXfcAbPZ3GJbi8WC2267DZWVlYiOjsbKlStx8uRJHDlyBLNnz4ZMJsOhQ4dw7733drleRUVFuPPOO2G1WtG/f3989NFHKCoqwqFDh/CPf/wDALB161Y89dRTgrwPRERE5H/uuecenDp1CqGhoXjwwQexd+9elJSU4Pfff8esWbMQGhqK0tJSTJo0qU2P/J7mmPvuuw+HDh2CTCbDo48+iiNHjuDkyZNYuXIlevXqhcrKStx2221t8lNnTJ48GYWFhQgPD8cLL7yAY8eOoaCgAEuWLIFCoUBhYSEmT57crfeMKKDJBfpHouJbTETUgffeew+//fYb1Go1vvrqK4wfPx69evVC7969kZmZif/9738AHHd4P/nkkxbbrly5EgUFBa5yxo8fj8jISMTHx2P27Nl46KGHAACffvopDh482KV6vfjii6isrER4eDg++eQTXHnllYiIiIBOp8NLL72EW2+9FQDw+uuvo7i4uKdvAxEREfkZo9GI7du3AwCefPJJzJ8/H+np6VCpVEhOTsaTTz6Jxx57DACQk5ODrVu3tti+JznmwIEDrlz073//G48//jji4+MRGRmJ8ePH47333gPgyE/vvPNOl45rw4YN2LNnDwBgyZIluPvuuxETE4PY2FhMmzYNS5cuBQDs3bsXX3/9dZfKJiKSAjbWERF14NVXXwUA3HXXXUhPT2+z/KqrrsIVV1yBs88+G0ePHm2x7IMPPgAAjBw5EpdddlmbbR944AGo1WrY7XasW7eu03Wy2+1Yu3YtAGDcuHEYMmRIm3Wcd7zNZjM+//zzTpdNREREgWH37t0AAJlMhttvv93tOrfddpvr5z/++KPFsp7kmA8++AB2ux1qtRoPPvhgm21Hjx6NkSNHAoAr03TWmjVrAACJiYluj2vy5Mmux1+dx0BEAGSAPUQmyD/OLyEuNtYRdcGvv/6Ku+66C3q9Hr1798bgwYNxzTXXYO3atWhoaGiz/m233QaNRoMhQ4a4HXzXZrPhsssug0ajwRVXXAGbzQYAWLhwITQaDR5++GEAwDfffIPrr78eAwYMgFarxYgRI/DII494HHsEAPbs2YOpU6ciPT0dvXv3RkJCAi699FIsWbLE42DAZWVlmD9/Pi666CLEx8cjJiYGqampmDRpEnbt2uV2G41GA41G0+aObHNXXXUVNBoNFi5c2OL1adOmQaPRuBrF3njjDYwYMQJRUVFtymtqasJbb72Fq6++GjqdzvV+TJs2Dfv37+9w3xqNpkuDGR85cgRZWVkAgFtuuaXd9T755BPs2LEDs2fPdr1WVlaG3377DQBw3XXXud0uMjISl156KQDgu+++63S99u/fj5KSEo9lJyUluRrxulI2EREFJuaY4MsxJpMJISEhiIuLQ0xMjNt1NBqN6+fms6j2NMc4//+SSy5BVFSU2+3/9re/AQB++eUXlJeXd+KIHDcsf/zxRwDANddc43ZWWZlMhmuuuQYA8MMPP3SqXCIiKWFjHVEnPfPMM7jkkkuwZs0aHDt2DFarFSdPnsTWrVsxdepUXHnllW1mnXrxxRcRExODgoICzJ8/v02Zr7/+Onbv3g2VSoXly5e7DRvz5s3DTTfdhO+++w6lpaWwWCzIycnBq6++ivPOOw87d+50W9+FCxfisssuw9q1a3H8+HFYrVZUVFRg7969mDdvHs4//3xkZ2e32e7QoUM4//zzsXjxYuzfvx+1tbVoaGhAYWEhPvnkE1xxxRVYvXp1N9/Fjs2aNQsPPPAAcnJyXKHfyWQy4fLLL8d9992Hn376CWVlZa73Y/Xq1bjooovw3HPPCVqfHTt2AADUajXOPrtrg7EaDAbY7Y45fDIyMtpdz7nMaDS2Oeb2NB+o+bzzzmt3PecyZ4MjEREFJ+aY4MwxDzzwACorK9udIAsAtmzZ4vr5nHPOcf3ckxzT1NTk+v10Zlubzeb29+nOiRMnUFFRAaBzGaisrKzDhmEiIqlhYx1RJ7zxxht45plnYLfbcfnll2PdunXYs2cPNm7ciGnTpkEul2P37t244YYbWgSz+Ph4V+havnw5fv31V9ey48ePu4LvvHnzkJKS0ma/X3/9NZYsWYJ+/frhlVdewc6dO7F582bMnDkTYWFhqKysxM0334yioqIW27399tt49tlnYbfbMXToUKxcuRK7du3Cd999h/vvvx/h4eEoKCjA3//+d9TU1LTYdurUqSgqKkJERATmzp2L7777Djt37sTKlSuRnJwMm82GWbNmtTsjWE+sW7cOK1aswOWXX4633noLP//8M84//3wAjtB36623Yu/evVAqlZg1axY2b96MPXv24L333nOt9/TTT7vubDen1WrRr18/9OvXD6GhoZ2uk9FoBAAMGDAAMpkMH330Ea655hrodDr07t0b55xzDh566CG3M5Hl5ua6fh4wYEC7+3A+pmGxWNqd0aw1Z+gODQ1Fv3792l0vMTERAHD06NFONwQSEVFgYY4J3hzjjt1uR21tLYxGI/73v/+5JocYM2YM/u///s+1Xk9yzLFjx1BfX9/pbVvvz5PmDY+eZnp1ZqDW2xAFPblMmH8kqp590hMFgYqKCjzxxBMAgMzMTKxYsaLF8lGjRuGSSy7BxIkTsW/fPrz99tu48847XcsnTpyIDz/8EN9++y1mzJiBn376CaGhoXjggQdQXV2NkSNHYvr06W73nZeXh7POOgs//vhjiwaZCy+8EBdddBEmTJiA8vJyLFq0yDWQrtlsxty5cwEAf/rTn/DVV19BrVa7tr3gggtwwQUXYMKECcjLy8Py5ctdgwPn5OTgwIEDAIClS5di4sSJru2GDRuGlJQU/OUvf0F1dTV+/vlnXH311d1+X9355ZdfcOedd2LZsmVtlr333nvYuXMn5HI51q9fj9GjR7uW6fV6XHfddZgyZQo+/fRTLFy4ELfccgu0Wq1rnVWrVnWrTseOHQPgeMxj+vTpePfdd1ssP3LkCJYvX441a9bggw8+wMUXX+xa1vwPgdjY2Hb30fyxlIqKCiQkJHRYL2fZ0dHRCAkJ6bDshoYG1NTUtPsYChERBSbmGIdgzTHuXH311di2bZvr/8PDw3Hvvfdi3rx5LdbrSY7pzradfQy2u/UiIvIn7FlH1IG1a9eipqYGMTExeOGFF9yu87e//Q033HADgDMD3ja3bNkyREZG4sCBA1i2bBk+/PBDfP3111CpVHjttdfcPjbi9OSTT7rtOTV27Fj8/e9/d9WxqakJgGN2rLKyMgCOoNo84Dpdd911rnE83n//fdfr1dXVrp/T0tLabHfOOedgxYoVWLFihdvlPRUeHo6nnnrK7bKVK1cCcAwY3DzgOoWGhmLZsmVQKBSoqqrChg0bBKmT8479L7/8gnfffRfp6en473//i127dmHr1q2YM2cO1Go1KioqMGHCBJw4ccK1bV1dnetnpVLZ7j6aL/M0Bk9zZrO5w3IBQKVSua0PEREFB+aYM4Ixx3RGQ0MDCgoKcPz48Rav9yTHNN9WoVC0u213coozA3VUr+ZldzZfEQU6uwywy2XC/GPnOlGxsY6oA847jyNHjmwxAG9rf/nLXwDA7eDAiYmJrvD27LPPYtasWQCAuXPnYvDgwe2WGRYWhhtvvLHd5c47xpWVlTAYDADgGvtl4MCBHscIcZabk5OD0tJSAMDgwYNdvbQeffRR5OTktNgmJCQEmZmZyMzMRFJSUrtld9e5557rdvDj6upq7Nu3DwBwxRVXtLt9bGysa1w55/o95QyETU1NOO+887BlyxbcdtttGDp0KDIyMvDYY49h7dq1kMvlKC8vb/GHUPNBmp1jvrjT/JEjT+u509H6zj9+ulM2ERH5P+aYM4Ixx7izcuVK/Prrr/jiiy8we/ZsREZG4vPPP8df//rXFmPi9iTHNN/Wk+7klM7Wq3nZRET+ho11RB1wjp/x1VdfuWbhcvfvgQceAOC4c+duHJS77roLF110EcxmM0wmEy688ELMmDHD474HDx7s9o6y0/Dhw10/FxQUAIDrrqher/dYdnp6uutn5zaRkZH497//DcARlkeMGIGLL74Yc+bMwZdffum60y2W9h7/zM/PdwXBiRMnevw97N27FwBw8uRJQerU/G7ws88+i4iIiDbrjB492hW+v/jiC9frzX93ze8Ct2axWFw/uyvfHed6zbftqGxP5xIREQUm5pjgzjHu9OvXD6mpqRg9ejRmz56N7du3Izo6GqWlpXjyySdd6/UkxzTPM53dtrM5pbP1slqtXS6biEgq2FhH1IHWAxd3hrtu/DKZDJmZma7/HzNmjMfHRgDHeGSdXe589MNZ344afSIjI10/V1VVuX6eO3culi9f7grB+/btw8svv4xbb70VAwcOxDXXXIPvv//eY9nd1fxxheaaP9bSWUI98unshaBWq3HhhRe2u55zrLpTp065/sjp3bu3a3lJSUm72zZf5u6OvDvOMVrKy8vR0NDQYdmhoaEtfudERBQcmGOCO8d0xqBBg1y9HDdv3uxqWOxJjmk+llxnt/U0/lxz3Sm7s/mKKBjY5cL8I3FxggmiDjiD15QpU1x3nTvSp0+fNq9VVFRgwYIFrv9fsmQJbrnlFo8zZHm6Wwi0DH/OO4bOcNvR2BzNQ2DrQDxp0iRMmjQJRqMRW7duxfbt27F9+3acPHkSW7duxdatW7FixYoWob0zOuoF1p7md0M/+eSTTj26ItQdVOcsYxqNxuMfJc1DoNlsRnR0NJKTk12vHT16tN165+fnA3Cca/379+9UvZxl2+125Ofnu52FDzjTU2HQoEEd/lFFRESBhzkmuHPM4sWLYTabMWrUKPz1r39tdz1n42Z9fT1KSkoQHx/foxzTr18/qNVq1NXVIS8vr939OnMKgBb786R1vdrjrBeAdnMSEZFUsbGOqAP9+/fHwYMHUVtb2+kQ4c7DDz+MkydP4pxzzoHFYoHRaMS//vUvfPrpp+1uc/jwYTQ1NbU72+fBgwdb1BM48whGVlaWx/o4x4Zpvm1raWlpSEtLw1133QW73Y6ff/4Z9913H7Kzs/H44493OeR6CmueNB+YWi6X9+j30FXOx3DKy8thsVjaHci4uLjYVT9nw51er0dYWBgaGhqwZ88eXHbZZW63/eWXXwAAQ4cO7fQYL80fHdq7d2+7IdRZtnMMHCIiCi7MMcGdY9asWYOcnByUlJR4bKxr3vjpbODtSY6RyWQYNmwYdu/e7Xq01x3nstDQ0BaPNnsSHx+P+Ph4FBUVYe/evbjjjjs8lt2nTx/Ex8d3qmwiIqlgNwuiDjgfffz+++893lGdP38+xo4d22baewDYuHEj3n//fYSEhOCVV17BsmXLIJPJsHnzZrezrjnV1NRg06ZN7S53bhsREeFqjLngggsAOAKlp8GJP/roIwCOAZydAeb111/H6NGjXTPCNSeTyTBq1Cg88cQTAACTyeT20QOTyeR2f1u3bnUNAN1Vffr0cTVGffXVV+2uV1FRgRtuuAFjx47F1q1bu7Wv1i677DLIZDI0NDTgm2++aXe9jRs3AnA0ojnHudNoNBg5ciQAx510d0pLS12Df1955ZWdrldqaioGDhzoseyDBw/i8OHDAICrrrqq02UTEVHgYI5xCNYcM2LECADArl27PK7nzCIJCQmIiooC0PMc4xzPd9u2ba6bmq199tlnAICLLrrItd/OGDNmDADgyy+/RH19fZvljY2NrveaGYioJT4G6x/4FhN14NZbb0VISAhKS0sxZ84ct+v8/PPPWLJkCX788cc2d3crKytx3333AQCmT5+OESNGYNSoUZg0aRIA4JFHHvE43sbs2bNRUVHR5vWNGze6Qu7NN9+MsLAwAMDYsWPRq1cvAMCDDz7o9hGUzz//HBs2bABwZiY2wDGb1549e7B582ZX8Grt999/B+CY4a35eDHOR1A+/vjjNttUV1fj4YcfbvcYO8NZz7fffhs7duxwu87cuXOxefNm7Nq1C0OGDOnR/pz69u2LSy+9FAAwZ84ct2HznXfecYXg1nfpp0yZAsDRcLZ27do22z711FOor69HeHh4i99FZ9x+++0AHMF/+/btLZbZbDbMnTsXgGNsl+uuu65LZRMRUWBgjmkp2HLM2LFjATh6Iro7NsDRkOts2LrppptaLOtJjpk4cSLCwsLQ2NiI+fPnt9l2/fr1rgZZ5346y5mBSktL8dJLL7VZ/vLLL7syW1fLJiKSAjbWEXUgMTER999/PwDHHdvrr78eX375JQwGA3bs2IEFCxbgxhtvRFNTE/R6PSZPntxi+0ceeQSFhYUYMGAAHn/8cdfrTz/9NLRaLcrKyvDII4+43bdcLkdOTg4uvfRSrFmzBocOHcKuXbvw+OOPY8KECbDb7YiJiWkRvtVqtauRZvfu3bjsssuwfv1617Zz5sxxBZxBgwbh3nvvdW179dVXIzTU8XT8pEmT8Oqrr2L37t0wGAz44YcfMHPmTCxZsgQAMG7cuBaPhF500UUAgE8//RRTp07Fli1bcOjQIaxbtw6jR49GVlaW6+5sd0yfPh3JycmwWq247rrrMHfuXOzYsQOHDh3C119/jZtvvhkrV64EAMyaNQtarbbF9pmZmUhNTUVqaipOnDjRpX3Pnz8fYWFhyM/Px6WXXop3333X9X7OmjXL9UfMiBEj2jyKcdNNNyEjIwMAcM899+CFF17A/v37sWPHDvzzn/901fnuu+92jY/XnLPO7h49ufvuu5GYmAi73Y7x48fjv//9Lw4ePIgffvgBN998s6s3w+zZszm5BBFRkGKOCe4cc/3112PYsGEAgKlTp2L27NnYtm0bjEYjtm/fjscffxw33XQTbDYbEhMT24xr2JMco9PpMG3aNACORspp06Zh165d+P3337Fo0SLXsvPOO69NI2FHx3zhhRe6bkQuWLAAc+bMwW+//Ya9e/fi0Ucfdc1qe/3117t6axIRABlgD5EJ8g+dG72HuklWU1Nj93UliKSusbERM2fOxLvvvtvuOnq9Hh9//DESExNdr23atAk33ngjAMfjA87HAZzWrFmDu+66C4DjTq6zS//ChQvx7LPPYtSoUUhPT8ebb77pdp/R0dFYv369K2A2N2/ePFcgdWfAgAH45JNPkJqa2uL1l19+ud07704XXHAB1q9f32I2roMHD2LMmDEtZmRzCg0NxX/+8x/k5ORg6dKleOyxx1rsY9q0aVi9ejUmTpyI119/vd39HjlyBOPGjUNubm6769x9991YvHhxm8kUrrrqKtdd9j/++MPjgNjufPDBB5g+fbrbRy0A4Nxzz8WHH36Is846q82y48eP49prr8WRI0fcbnvNNdfg/fffd/2B0ZxzNlqdTodDhw61Wb5//35cf/317fZqmDp1Kl5++eV2j4uIiAIfc0xLwZZjcnNzMW7cuHZzCAAMHjwYH3zwAdLS0tos60mOaWhowIQJE9odSiQlJQUbNmxwO+5gR8dcVVWF6667zjVmXmt/+tOf8Pnnn3fp8VqiQBYbG4vkfiH49Z0RgpSXcftvOFLYhLKyMkHKo5bYs46oE0JDQ/Haa6/hs88+w/XXX4++ffsiLCwMUVFRuPDCC7Fo0SJs27atRcBt/tjI+PHj2wRcAJgwYQJGjx4NAPjXv/6FmpqaFstlMhlefvllrFu3DpdffjliYmKgUCiQnJyM6dOn45dffnEbcAHHYwmbN2/G+PHjkZCQgPDwcERHR+O8887DU089hd27d7cJuM56bNq0CePHj8eAAQOgUCgQGhqKuLg4jBkzBq+//jo2bdrUIuACwLBhw7Bt2zZMnDgRffv2dW0zduxYbNq0yfW4TE8kJydj586dWLhwIf785z+jV69eCAsLQ9++fTFu3Dh89dVXeOGFF0SZ9fTWW2/F9u3bcfvtt7vel+joaIwcORJLly7FDz/84LahDnCM/7Jt2zY89thjSE9Ph1qtRq9evTBy5Ei89tprWLt2rduA2xnDhw/Hzp07cd999yE5ORlKpRKxsbEYPXo03n//fTbUERERc0yQ55ikpCRs374dCxcuxMiRIxETE4PQ0FDExsbi4osvxvPPP4+ff/7ZbUMd0LMcExYWhvXr1+PVV1/FhRdeiF69ekGtVkOv1+Oxxx7Dtm3b2p0gpCNRUVHYvHkznn32WZx77rmIjIxEZGQkzj33XDz33HP49ttv2VBHRH6LPeuIJMh5R/riiy/2OKkBERERkdQwxxARSY+zZ90v7wnTs+68SexZJyb2rCMiIiIiIiIiIpIINtYRERERERERERFJRPcGSSIiIiIiIiIiIr9iZ5ctv8BfExERERERERERkUSwZx0RERERERERUYCzy4TrWWeXCVMOucfZYImIiIiIiIiIAlhsbCyS+odg7/vCzAb7p9t+Q+4JzgYrFj4GS0REREREREREJBF8DJaIiIiIiIiIKAjY2GXLL/DXREREREREREREJBFsrCMiIiIiIiIiIpIIPgZLRERERERERBQEhJoNlsQlamNdUlIS6urqkJCQIOZuiIiIKMAdP34carUaubm5vq4KAGYcIiIiEo7Ucg75nqiNdXV1dWhoaIBcLmzTbUNDAw4fPgy73S5oue2RyWRISUlBWFiYKOU3NTUBAEJCQkQp39+I8fsV+3cYiHheCicY38tA+5wORP52XjY0NKCurs7X1XARK+MAgXX9+Nt55g3MOdLAc1M4wfheBtLndKDyt/PSazlHJuAEEzKByiG3RG2sS0hIgFwuxx9//CFoub/++ivOO+88LH82BYOTVIKW3VpOrhn3PHYYH3zwATIyMkTZR3FxMQAgLi5OlPL9jfP3e8uqDMTpNV3atq6sHgCgjg13vVZsqMHazF9F/R0GIp6XwgnG99J5HU9YdW6Xr2NP2rvG12Tu4zXeRf52Xg4dOhQ2m83X1XARK+MAZ66fd/7eB+na8I436IEsUz1u/6hEtOvH384zb3D+fv/5bjr66tVd2ra2rAEAEBF75g/2k4Y6/HdyFj8Du4jnpnCC8b10XscLXxuEpFSlYOVWljcCAKJjzvyZnpttwZzpebzGu8jfzkup5RzyPb8es25wkgrnDBHuj0CSlji9Bv0zenVpm5piKwBAE6cQoUZE1FVxeg0SMqIFK4/XOAWTdG04MvrxXA9UffVqDMyI7NI2VcWOGxZRceI24hJR5ySlKqEfHiFYeWUljgb52D7sQUcU7Py6sY6IiIiIiIiIiDpmh3ATTHjnIfDgxXlAiIiIiIiIiIiIJII964iIiIiIiIiIgoBgE0yQqPy6sS4n1+z29SJTPaqqmgTZR8EJiyDlUNcVG2q6vE17g89LQUFBAUwmkyhla7Va6HQ6Ucom6omsr4oFvQYtlY6xXJTRZ8ZyKctzzJxlMBjcbsPrg/xVlqne7eunqhtRYRFmEOqjFQ2ClENdd9LQ9Vn/2ptgQgqYcygY/bS5Enk57v8m7Y6a03/DaqLOzGB6PN/xXeAu5/DaIApcftlYp9VqoVYrcc9jh90ul8sBISdSkcsBq9UqXIHkkVarhUqtxNrMXwUrU6VWQqvVClZeVxUUFCBNnw5LnXBf5s0p1SoYDVn8sibJsFqtkMuBjU9ke22fmZmZbl9Xq5UwGIy8PshvaLVaqFVK3P5RidvlchlgE3CgGLmMOcebnDnnv5OzBCtTCjknXZ8Gc504N7lVaiWy+DlOEuLMOa89V+i1fbrLOcw4RIHLLxvrdDodDAaj27t3BoMBmZmZWPyfJCQN7vk02rk5Fjx8Xy4UCs7G5i06nQ5Z7fx+O1JWVgYAiI2NbfG6r+86mUwmWOrMSF95K9Rpwk4fXmcsRtadH8BkMvGLmiRDoVDAZgNeXZSC1CSVYOWWVzYCAGKiO/f1lZ1rxoxHDvP6IL+i0+lgyPKcc94dH490AWYEzSqux+R1Rcw5XhSoOcdcZ8GEVeciTq8RtOxiQw3WZO7j5zhJijPnvPtAEtIThcs5ZdWOnBMb2XHOyTpmxuQXc3ltUNfIALtcoDt+MmGKIff8srEOcAQdTx9KSYOVGHq2cNNok3d19PttT3FxMQAgLk7YBjGhqNPiEDkiwdfVIPKa1CQVhg8R7g+3klLHI2B9eod1sCaRf+voezA9LhwZ/Xt+U5J8I1BzTpxeg4SMaF9Xg8hr0hNVyEgW7m/O4tNDE8T1Ys4hCnYcWpCIiIiIiIiIiEgi/LZnHRERERERERERdR5ng/UP/DUREREREREREZHP2Gw2TJkyBX369IFGo0FkZCT69++P+fPnd7vMZ555BgMGDEBkZCQ0Gg1iY2Mxbtw41NVJYyZ1TwK2Z11ujjCzUbUuR4xp6dsbLFhovh58mICyTVmoMxYLWqYl33H+uJvOvTWeA+Rtm38qR06ucLMgV9c4Bl6O1HTu6yv/hOMzvDPXR3t43ZAUZRXXi1KO0DmHGSe4ZH1VjGJDjaBlluU5/qBiziEp+mZvBbKOC5dzquqaAABR6pAO1z16yjGLd08yDsDrJtjYIVzPOgEnpofNZkNaWhpOnjx5pny7HZWVlVi8eDF27dqFDRs2dKnM0aNHY8+ePS1eq6+vx7fffovU1FQcOnQIUVFRgtRfDAHXWKfVaqFWK/HwfbmClalWK6HValFQUAC9Pg11Ik1LLzZO7e07zundjz61SbR9uJvOvTWeA+QtVqsVIXJg0bLjvq4KgM5dH+1Rq5QwZPG6IWnQarVQq5SYvK5IsDLVKv/POfx+8y1nztn4RLZo+2DOISmxWq2Qy4C575/wdVV6lHEA5hyShgkTJrga6saPH48FCxagvLwcM2bMwC+//IItW7bg1VdfxYwZMzpV3syZM10NdePGjcO8efMAOHrarVu3DhUVFRg/fjy++eYbcQ5IAAHXWKfT6WAwGAW9K+y82/Drr7+irs6CBcsHYVCqcDOwVZY7eopEx4j368jLtuCJe/I4tbePOKd3n79C2HOnK/KyLZh7N88B8g6FQoEmG/DePQOg7yfcOV92umddbCd71vWUodCCScvzed2QZOh0OhiyxM05b84djLSBKkHKLq9yXLMxUeJds8ajZkydn8Pr1IecOeelpclISRbm3Omqw0fMuP/BIzwPyCsUCgVsduDd8fFIjwsXrNyy0z3rYjvRs04IWcX1mLyuiNcN+VRVVRW+/vprAMANN9yAlStXAgD69++PLVu2YPjw4cjNzcVzzz3Xqca6qqoqvPPOOwCA+++/H08//bRr2cqVK2G327F+/Xps374dFosFSqVv/j7vSMA11gGOICvmh82gVCX05wg3RXdZiWOK7tg+nKI70A1KVSJdwHOHSOr0/ZTIGKQWrLziSsfnZVw0Py8peImdc9IGqjAiTSNIWcXljsds42KE+2OWpCslWYWzhzHnUPBIjwtHRn/h/tAvPn1TMs5LNyUpCMkAm1ygB1hlwhTzxhtvwGazQSaTYcWKFW2WL168GDfddBPKy8uRn5+PAQMGeCzv2WefRVNTEyIiIlo01DktWbIEGzZsgM1mw44dOzB69GhhDkRgnGCCiIiIiIiIiIi87quvvgIA9O3bFxpN25uFV111FUJCHL1NnT3mPHGObXfJJZe4XR4bG4vi4mKYTCbJNtQBbKwjIiIiIiIiIiIfKCgoAACkpqa2u45WqwUA7N+/v8PyTpxwjCV52WWXCVA732FjHRERERERERFRELDJhfknlMrKSgDwOMRH7969AQDHjh3zfGw2G6xWx0zJ5513HhYtWoTExERERkZCo9Ggd+/euPrqq1vMOitVfBieiIiIiIiIiIi6pL6+HrGxsZ1at6yszO3rjY2OsRp79erV7rYREY7xUM1ms8d9NG+Ee/jhh10zwjpZrVb89NNPGDp0KH788UcMHz68M1X3CTbWdcP2zZXIy/Z8knRFTZVj1h9NlHiz/hQWOAZ4NhgMAM7M/EbetX1zJY4KeO50xYlW54AnWq1WsrPikH8xFFoELe/MbLAN7a5zqqIBFadnU+upvBKrIOUQ+ZNNO8phzK8TpKyqWsc1GxUhXuTML3Rcp82/35hzfOOHLRU4fMQ3OefY8bbnQXuYc0goWcX1gpZ3ZjbYxnbXOVXdiAqzTZD9HS1vP09RYLILOMGEXaAJJmw2x/ns6XM5LMwxuZyz11x7SktLXT/v2bMHarUac+bMwaRJk1BbW4sXX3wRb7zxBurr63H11Ve7HpmVIjbWdYHVaoVcDix/ttDXVem2zMxMAIBarYTBYGSQ9RLnubPiGd+fO85zwBOVWoltP21HQkKCF2pEgUir1UKtUmLS8nyv71sGQKA5rlzldRQMiAKB1WpFiByY/4bnR0ykqvn3m1qlhCGLOcdbnDlnydLjvq5Kp3KOWq3ET8w51APOnDN5XZHX982cQ1ISHh7ebo+5zpLLHc/Ueuo15zxHnY127WloONMAHR4ejkOHDrnGu4uNjcXSpUsxcOBAzJ49G5WVlXjzzTcxderUHtVfLGys6wKFQgGbDXh9wWCkDVIJVm55pePOSUy0d34dxjwzpj2RA5PJxBDrJc5z5553U9EvXe3r6nhUmFWH5ZOzUVZWxhBL3abT6WDIMsJkMglarjMMtNfd3mAwIDMzE3+Ty6CV9fx2n8lux+c2OxQKRY/LIpI6hUKBJhvw3r0Doe8vTM450xvWe5HTcMKMSa8cZc7xImfOeeKNQRiQKu0ea/nZFiy4K485h3qEOYdIOKGhoaivr0dFRUW769TW1gIAVCrP+aT5tXPLLbe4GuqamzlzJhYuXIja2lp8/PHHbKwLJGmDVDhH33ZK4e4qKXN0n+4TGy5YmSRN/dLVGJQh3LlDJGU6nU7wP5SLi4sBAHFxcR7X08pkOEuAEOsg5P1rIunT91chI0mYG0vFlY473HHRnu+EU2AYkKpE2rkRvq4GkVcw55C/EnJyCCFER0ejrq7ONSusO86G7H79+nksq3///q6fL7nkknbXi4+PR25uLk6dOtXF2nqPxH5NREREREREREQUDAYMGAAAyM7Obncd51h0HU0IER4ejvBwRyeourr2x9919ibt6LFaX2JjHRERERERERERed21114LADh16hRqamraLN+0aROamhyTr9xxxx0dljdw4EAAwNdff93uOvn5jnG1U1JSulpdr2FjHRERERERERFRELDJhPknlLvuugtyuRx2ux0zZsxos/yRRx4BAPTu3RtJSUkdlnfbbbcBADZu3Oi2t97TTz/t6nU3ffr0nlRdVByzrhu+3V6O7Lz2u1R2VdXpwZejvDT4cn5hy6nttVotB2D2kt+/KUNhlnDnjhhKjloAnOmGHBsby3OE/I7JLsz4Kz0pp6CgQPCBp4XU3iDWvN7p698qkHWi/RnZuqKyznEnPFodIkh5nZFXzJzjKzu/rUR+tjDnjlhO5jvGinbmnNTUVJ4f5Hd8nXOknnEA5hx/otFocO211+KLL77ARx99BJVKhXnz5qG0tBQzZ85ETk4OAGDu3LkttouJiQEAjBgxAt9//73r9VmzZuGFF15ATU0NLrzwQjz22GOYOnUqysrKsGDBAnz00UcAgCFDhuCiiy7y0lF2HRvrusA5Lf3C5cd8XRVBOKe2V6uVMBiM/NASkdVqhSxEhg/ntj9optQ0v6uhUquQZcjiOUKSp9VqoVIq8bnFAqEGTFYplW5nkvKkoKAA6WlpMFssgtTBm1RKJbKM/E4IRlarFSEy4Il1J31dFUG4co5KCUMWz2kxOTPy/54u9HVVOs2Zc1RqJbKYg8lPSCHn+HPGAZhz7ABscmHOHSGnJlm9ejXS09NRWFiIVatWYdWqVS2WX3nllW1mbW1ocExi5a7h+LPPPsOYMWNQX1+Pp556Ck899VSL5X369MHmzZsFPALhsbGuC5zT0r/x1GCkDfQ8ZXBXlFc5etbFRHn/12E8asZd83JgMpmC9gPLGxQKBexNdtyw6gJo9VG+rk6nmE/PUlxbZMGnmbt4jpBf0Ol0yDIaBb3b2507sCaTCWaLBTeHytBHwMcEhFR3+m66utlsciV2YL3Fwus9SCkUCjTZgfemJkDfVylImWW1jowTG+GbyGk4acGkN4/znBaZMyNPezcN/fTCzCQstpqyBhTlmPHuvUd4fpDfkELOcWaccSEyaCWacQDAfDrnqJrlHJMd+IQ5R5LkcjmysrIwdepUfPnllzCbzZDJZIiOjsb06dMxe/bsLpV3wQUXYP/+/ZgyZQr27dvnatiLiorCjTfeiJdeegmhodJuDvt/9u47vo36/h/46+Sh03nGuTjLuSzHsSAEYmjL6LeUUlrKpqWUYcJIKSMQCqVlBwhQCgVaVlm/MsMqq6TsTdh7BCIpcZazHEfxtqWzLd3vj5MUD1mWrTvpJL2ejwePGOnu8/lIus/prc997vO2dussavY0B/aoLjSsvO2hQZFxZfmGlUnWJDuLMbFmTKqbEZfORv1qWdsmHpeUXhRFsUwANk4AJtusGcl2hC6HFvYJYhE08hoppSvnRBE1U425KNkYuiBZnoILkpR8k5wSptUYFyObqa2xO9VNIBoVq8Q5sgBMFKwZ4wBAZ+jfgn5tZJxjZTabDQ888EDc20dLRtHX1KlT8fbbbyfarJRh5ERERERERERElOkEIGhUmlHrjtVmBGaDJSIiIiIiIiIisgjOrCMiIiIiIiIiynAaNAQFoxJM8LZiM3GwbhRe+7AZnvVdhpXX1qGv51JcmPyPY8MWFQDgcrlMq4PpsXfyutoAAB1bffC39BhWrliah8KJxiU9AfonmCCi0VkV1LBds2Yg4w81S+wTsDWH/oznO4Hn9sz18oo2uLcac+5v9QUAACWOHEPKG6l1Xv27zKw4h/2gvy0uPT5uaehGV0uvYeVKpbkonWDsGrrhBBNENDp1QQ1egwZ9zKCGmmbv08YWxjmURjhYNwLhtPTX3rMx1U0xXG1trWllS5IIlyt702MDoTTrkgP/rf0EACDYBGgGLuRudHkDOSTHiFK6E2U7VVUhAHgjkOqWjE483wkOUYTbk93n9kyjqipybMAVzzemuimGMyvOkRwiXG72Az3OEXHPfA8AQLABWtC48o0ury+HJDLGIRqBcIzztkl9MhkY51A64GDdCITT0t9/xSzMNihLGgA0hzKljcnATGmeDT6cds3qrE+PrSgK3C43vF4vXC4XamtrceDDB2CMM/HMsM2uZrw5/20sXboUTqfTgNbqmpqaAABlZWW8skQ0Qna7HRqAI2wCZItmSvOFZvw5RtE+r6Zhmd+f9ef2TGO32xEIAo8snAbnZNGQMptCdw+UpeDuAbO5Nvtx0p3r2Q8QjnM8/eKcRQ9VoqI68Xh5k9uH206uMy3OqaqqyvrPj2gkwjHO7/IElFszxAEAdIXiHGkUcU6jBjyZwXFOgJkL0kLmRU5JMHuqA/NmG5eWvrFZv0WjfIyx0/vJWgamWR/jHINxNcZdyXU6naipqTGsvMZGfWZFeXm5YWUSZRtZEDDBooN1naF/C0bdPuve+kKJcU4WUTNdMqSsxlZ9yYfykjxDyiPrGhjnVFQ7MKOmwLDyGecQWUu5AEy2WTPGAYCOUJhSOJo4x8Q7lojixTFVIiIiIiIiIiIii+DMOiIiIiIiIiKiTCcAQaOmbFl3YmVG4Mw6IiIiIiIiIiIii+DMulHwbBg+zXvDjm60dsSXsr6tU9+uuMDcj6OkMBcTxiZ3Xbx43qts1exqjvp4V0MX1BY17nLa1rUDiC8F+UgwwQRR4uqCQXgtumadGlp42T6K9rWE9g2fd3iOyCyuzf5ht2lo6UFL5/Dpjlu79G1KpJyE2xVLaUEOJpQmd128eN6nbLbJHT0GbG7oRmdL/KmyG9fr77NZcQ4TTBCNjjuoodHCa7v5Q00ThZG3sSn0bybGORqA4Cjek6HKIvNwsG4EZFmGJIk47ZrVw25rswFBi6WzTlWbJEmELBuXSCHdybIMh+TAm/Pfjvr8aD+neFKQj5YkiXC5mLqcKF6qqkIAsFwDoFk8lEmgfeHzjkMU4fbwHJHuZFmG5BBx0p3rh93WJlhr/e1UtUdyMMYZKBwv33ZyXdTnrRbnMMYhGplwjPN6fPNS0hrjHEolDtaNgKIocIXS0scSTll/35JZqJo+fMr65lb9TDemxLyPY9U6H05fvNrwtPfxyKQrEUZQFAVulzvqcRQ+dq7713TMqBJT0LqdWpv143LH9l5cdva6jE1dTmQGu90ODcARNgGyRWfW+UKDdI4E2+fVNCzz+3mOyACKosDljj/OeWT+ZDgnxJ6x3xSafVdWYN7MOldDN056eDNjHIuIFS+Hj507bqzErBnDx8hmamntxdoNPlyyZD3PX0QjkA4xDsA4h9IfB+tGaGBa+liqpjuwR3XhsNttb+oGAIwrM/8WVaPT3tPoDHcczagS4ZxbkMQWDda0vQcAsG1rd0rbQZTOZEHABIsGsp2hfwsMaZ+FplhRQkYS5zgn5KNmSuwBl8Z2/cJPeZH5ISdjHOsY7jiaNcOBubsOHyObybujJ6X1E6U7K8c4AOOcWALMXJAW+DERERERERERERFZBAfriIiIiIiIiIiILIK3wRIRERERERERZTg9G6xxZZF5OFhnotc/aMaq9V3DbtfWoa/nUlxo3sexYbMKIDPTT2eitav8UR/3butBe5v5qZeKinORl6+fxXdsz4JUT0Qm8YYWN+7QNETv1amjhtpmH7CWiwigcATru3itnu2WTPPy9x1wN6gxt2n16QkmShzmJZhYF1p7LBzjAIxzrG71Wt+gxxq3d6O1PZCU+kuKcpCfb8PaDYPbQUTx6fv9zziHyHgcrDOBqqqw2YBr796Y6qYMEk4/zTT11iTLMiRJxGVnr4v6vE0Agkn4vhhYjySJkGXZ/IqJMoQsy3CIIpb5/QA0CLDw1ccBQaje1pG11iHyHJFNVFWFTQCueHF7qpvSTzjGAQDJIcLlZpxjNeE455y/1A16LlkxzsC6GOMQjczAGAcA45x0IhiYYMK6+UUyAgfrTGC32xEMAg/9pRLVw2RJA4CmUKa0siRkSgMA90YfTr6xjumnLUhRFLhcHni93kHPuVwu1NbW4uFF0+GsEE1rg2uTH/NvW4c777wTVVVVKCsr4wwFohFSFAVuj96Xw333NzkCZAsFNb5Q8Oroc3XZqwHPBDQsXboUTqcz7rJ4jsgudrsdQQ14+JhyVJfHzmTf1KXPlCqTzJtZN5C7sRvzn25knGNBQ8U5kRgnjmMqUeHjIxznVFVV8TghGoG+MQ6ws/8eYRMgWyg7bPQ4R8OyIOMcSg8crDNR9RQHamYVDLtdY4t++0Z5aZ7ZTaI0oChKzC8DZ4WImhnDH1eJqqqqwty5c1FeXm56XUSZaGBflgVgks06QWxH6KJyv1tBQlNNnE4nampqUtAqSifV5fmomWSPuU1jaKmPchOX+qD0EivOieeYMgrjHKLRi9aPZUHABAsN1nWG/i0Y1CaNcQ6lBUZORERERERERERZwKgEE2Quo+5WJiIiIiIiIiIiogRxsI6IiIiIiIiIiMgieBusiV75rBnujcOnhG/r1NdzKS5IzsexvkFPrO1yuQBwwcx08/KXrXBvGv64Gq11jd0AgFWrVgEAE0wQGWR1UMN2zTq50vyhpojCzja1hP4Mfz/Ei+eI7PSKpxPu7d0xt2nzBwEAxWLyrg+vb9LXAmack37iOaYSFT4+wnEOE0wQGaMuGITXQmvWqaGYy96nTS2hx7I5ztEABAz6mKwT1WYmDtaZQFVV2GzAlQ9vSnVTYqqtrQWgp6x3uTwZcwLKVOHjavETW5JS38KFCyN/8xghGj1VVSEAeCuY6pbEL/z9EC+HKMLt4TkiW6iqCpsALH6zOdVNiSkS5zhEuNw8Pq0sEuMk8ZgKxzmMcYgSE45zlmsALHRRMiJKmxjnUDrgYJ0J7HY7gkHg4UXT4awQh92+KZQprSwFmdJcm/yYf9s6eL1ennwsLnxc3XlDJapmOEyvr7lVPy637+jBwovqeIwQjZLdbocG4Le5AsZZ54IzukLBq5TgVfDtGvCU389zRBax2+0IasCDh49F9djYmeybfAEAQJkjJxlNG8S9owen/G8Hj0+LC8c4D15SiWrF/BgHAJraelG32YdFt63n8UGUgHCc85scAbKF4hxfKM5xJBjneDXgmQyLc4JcDC0tcLDORM4KETUzCobdrrFVn45fXhI74CUCgKoZDszdpdD0erbv0I/LrdtU0+siygbjBGCyzTpRbEfoQnNhoresBC14FZ2SonpsHuZNyI+5TWOnPlhXXpCawTpKL9WKA/NmmR/jAEBjc09S6iHKFrIATGKcQ2QYjqkSERERERERERFZBGfWERERERERERFlOCaYSB+cWUdERERERERERGQRnFlnope/bIV7k2/Y7Vq79PVcSqTkr+eyrrEbwMjTV49EJqW6toJVa4c/pozQN8EEYO4xEg2PG8o02zUAQQ3tmgZ/qhsDwB+6HCoKiV0XbeZl1az1yhof3Dtir/vVpuppkIvtqbk+vL5F/y4z6zuM31XGctcnJ8YBdiaYAJIf4wA8dijzeDM0zmlhnEMpwsE6E0TSzz+xJdVNidtI01ePhCSJcLmY6jpRsixDkkQsvKgu6XULgs3UYyQaUZTg8bh43FDak2UZDlHEU349dBWQebcNCNC/+yg7qKoKmwBc9V5rqpsSN7O+wySHCJebMU6iwjHOKddnR4wDAKJDgsfNOIfSXzjOeYZxTnoQgKBReUCsk08kI3GwzgTh9PMPL5oOZ4U47PZNHfpV37LCzPs4XJv8mH/buoxKdZ0qiqLA5fLA6/Umpb6mpiYAwLZt21BbW4td9rgQBYVTklJ3Z8dGrPz6Jh43lBEURYHbo/ddl8uF2tpaHJ8noDzFC1F0aXooLSWYJa0xCDzeo8FutxvRLEoDdrsdQQ146DfjUC3Hzgbb5NPvHihzZF42WLe3Gyc/s53fVQZIdowD6HHOqlWrsHDhQuz6o6tQUDwtaXV3tq3H959cxWOHMkK0OOe3uQLGpXggx6g4Z7sGPNXLOIeSL/NGhyzEWSGiZkbBsNs1tuq3kJSX5JndJEpziqIkLahrbGwEAGzatAkAUFA4BUUllUmpmyjTDOy75TagwpbaKLYjdNm7MMEgNvOun1O8quV81EyK/eOlsUMfrCsvzLzBOjJWMmMcYGecAwAFxdNQPGZ20uomyjQD++84AZicKXFOMLPiHD3BhDGfTWa9M9bDBBNEREREREREREQWwcE6IiIiIiIiIiIii+BtsEREREREREREWcCwBBNkKg7WmejlL1vh3jR8CvrWLn09lxIp89ZzWdfYDQBwuVwAmKY+nXV2bAQAqP4m9PZ2mlqXr2ubqeUTpVpjEAA0tGka/Cla8CNcrygk1oAmLliStV5Z3Qn39u6Y27T5gwCAYjHzbuZY36KvORyOcQDGOemqs2195G/VtwO9Pe2m1ufr3GJq+USptl0DENTQrmnwp6gNRsU5zYxzKEU4WGcCVVWRIwCLn+AXcVhtbS0AQHKIcLk9DGTTiCzLEEUJK7++KfSIDUDQ/IoFW+akSCcKkWUZDlHE4349dBWQGYvzCgD7axZRVRU2AbjyrZZUN8USwjEOwDgn3ZSVlUF0SPj+k6v6PMo4h2i0wnHOU4xzLEwwLMGE/s6QWThYZwK73Y6ABjwyfzKcE/KH3b6pU59ZV1aQeTPr+nI1dOOkhzczTX2aURQFHo+rXzr2XX90FQqKp5lWZ2fbenz/yVVMkU4ZR1EUuD2efv3p+DwB5SmYdNSl6eGzlGDA1hgEHu/R2F+ziN1uR1AD7t23AFUlsWOXZlUf9Bhjz7yZdQOtag3gDx92Ms5JIxUVFfC49RgHQOS8PGe/61BQPN20ejvb1uG7Dy7jeZMyTrQ45zc5AuQUjOn4QnGOI8E4x6sBzwQY51DycbDORM4J+aiZ4hh2u8b2XgBAeRE/DrKmgenYC4qnoXjM7BS2iCh9DexP5Tagwpb8KLYjdKm7MOGrq5lwzZxGo6okB3uUxY5dtodugx2XgbfBUmYYeE4GgILi6Sge60xRi4jS28A+JQvApHSOc4KMcyg1ODpERERERERERJThNAABg8ZOOYxpLl7mJCIiIiIiIiIisggO1hEREREREREREVkEb4M10cvfd8DdMHzWmFafnmCixJHZCSbW7egBoC/eC+jZgrgAc3rqbFs/6DHVtwO9Pe2GlO/rZCZlyh6NQSB8I0GbpsGfpHsKwvWIwugqFAWgWBBC7ads9PrmbqxqDcTcpq1bP76K8zM/Y9yGDv29YJyT/jrb1g16TPV50dttVJyz2ZByiNKBV0Nk3bd2TYM/SfUmHOcAKBIEvf0ZJmhYNlgyEwfrTKCqKmw24IoXt6e6KZZUW1sLAJAkES6Xh4FsGpFlGaJDwvefXDX4ScEGaAb+ahdsGZQinWgwWZbhEEU87t8ZtgpIn/U/9LaGMq2JImRZTm2DKGlUVUWOAFz3bbJ+cqWXSJzjEOFyM85JJ+E457sPLhv8JOMcohEJxznPMM4hGhUO1pnAbrcjGAQevKQS1crw2WCb2vRssGXF2fNxuOt9OOX6Oni9XgaxaURRFHjcLni93n6Ph1Oz73bsQygor064ns5GN1b852SmSKeMpigK3B5PpD+F+9ERNgFyEq54+rRQADqKuryahmVBDUuXLoXT6eQMoixjt9sR0IBHTpkM54TY5+mmTn22WVlBZt89MJCrQcVJD25mnJNmho1zfvMACsYZEOdsd2PFM6cyzqGMNlScc1YhMCkJXwkdobH1wlEs/LUlANzVgYyMczQBCBgUZ2pZMkHv3HPPHdV+t99+e0L1Zs/oUApUKw7Mm1U47HaNzfrtoeVj8sxuElHCBqZj76ugvBrFk2uS3CKi9BWtP8mCgAlJGKzrDP1bMOq6NDidTtTUsM9nK+cEO2qGuSjZ2K5fkCwvYshJ6SFmnDOuGsWT5iW5RUTpK1p/mpQDTM81P85pDd16W2IbTV36voxzCAAeeOCBUe3HwToiIiIiIiIiIiKDFRcXQxji4nYwGERXVxcCAf1Ogry8POy2226G1MvBOiIiIiIiIiKiLBBAlty/apAtW4ZPfvjZZ5/hD3/4A1avXg0AWL58ecL1juIObiIiIiIiIiIiIvrBD36Ar776CnvssQe+/PJLXHDBBQmXyZl1JnLX+4bdpqGpG/Xb9ExQxQXmfhylhTmYUJZvah3xiue9ofTT2eg2rZz6+vpBCz6bIZMWkKX0VBcMwpuENevUUIIJ+yjqagnt63K5ALDfZCtXw/CZLN1bVbT6AyhxmLuaeKkjBxNKrBPWxvPeUPrp3G5QnDOgnGTFOADP15R633QDWwLm54TtCiWYkGwjr2u7fkcj4xwasX/84x844IAD8Oijj+KWW25JqCzrRDUZRJZlSJKIU66vG3ZbGwADk8Bbpq54SBJTYGcKWZYhOiSs+M/JhpUpOqTI8VFfXw/n7Nno6pP63SySKMLl8fALmZJOVVUIAJZrADTzg9iIBOqqra0FADhEEW72m6whyzIkh4iTHtyc6qZECAgvB24dkoNxTqaIxDnPnGpYmeE4J5kxDsA4h1InHOc8nUZzNjIxztEABI3KBmtIKZll5syZAIDOzs5hthweB+tMoCgKXC7PsFfIwumrr5yWg2kOAaUmZsVZ49NwYV1vJP20FfAKReZQFAUet8vQq8J9jw+v14suvx83VeZipsPsfuKH1+vlsUlJZ7fboQE4yQ5MSMJSIp2hCKsgwboaNOARP/tNNlEUBS53/HHOkbmAMqpsfPFp1IAnezRLxTgA45xMYmac8+WXX6LL78efxgBTTP5ltrEXuLmZ52tKjXCcc3yegPIkLMbVFboYKSU4MNUYBB5nnENxevjhhw0ri4N1JomV9n2gaQ4B1QU2jM0z89eZPqeO6afJLCM55kdrpkPAroVmfrtbae4pZasJAjAlx/zRuvZQEFuU6NXVJNzKQtYzknO+LACTTRysQ1A/BhnjkJnMjnOm5AKV+Waf+3m+ptQrtwEVZn4nhHSEDvfChGeRZVq/ERAwLHUBE1WEdXR04N///jeuuuoqAEBRUVHCZXKwjoiIiIiIiIiIaIDCwsIR73PmmWcmXC8H64iIiIiIiIiIiBIgCAJOOOEEXHnllQmXxcE6IiIiIiIiIqIMpwEIMMHEiLz++utxbVdQUIA5c+bAZjPmNmMO1lnARy1BrPdpKDIxwcQmv96Vwumn++ICyJQu3m0OYo3PvK+FaP2E/YOSrUFDUtaB25lgIrG6GrIlUqNRqwsCHZp5a4I2hf6NFuMAPI9TevjcD2zsMfeEui2g/xvuK+wblAqNQSAZwzw7E0wkVk4jl7TOevvss09K6uVgXQqpqgobgHu3Ju8MEE4/3RdTuJPVhfvKPzcFklJf337C/kHJIssyHKKIR/z+VDdlxByiCFmWU90MshhVVQEA7ybn1B01xgH049PN8zhZlKqqEAAsbU9eneG+wr5ByRSOcx5PepyT+MAg45zsUVVVha6uLmzatCny2OTJkyEIQr/HkoGDdSlkt9sRBPCXCQKUfAHFScj+N9D6bg2LNzMVNVlbuK/cVJmLmY7k9ZM1Pg0X1rF/UHIoigK3xwOv15uU+pqa9PlIZWVlCZfF2RkUjd1uBwD8Jg+YmpOaNmwLAo/6eR4n67Lb7dAAnJgPjDcz4f0A7BuUbIxzrCNoWDbYzLNlyxYAwMqVK7HLLrsAAFpbW1PSFg7WWYCSL6BSFFBm4m2wRJlgpkPAroXJ/HLhvHdKLkVRkhYMNjY2AgDKy8uTUh9lr3E2oMKWqhiH92lTehif9H7CvkHJxziHrM5ut0NVVfzf//0fKioq+j23++67x12OIAj4+uuvE2oLB+uIiIiIiIiIiLKAUQkmMtEf/vAH3H777VBVFWvWrOn33MD/NxsH64iIiIiIiIiIKKtdf/312GefffD444+jpaUFAPDee+8BAP7v//4vqW3hYB0REREREREREWW9I444AkcccUTk/wsLCwEAL7/8clLbwcE6IiIiIiIiIqIMp0FAwKAEExqy63bajo6OyMBdMnCwzgI+6wyiXhVQmIJssFt69MVlXS6XaXVkWvYcSp01Pg3JTPqg15eY+vp6rFq1CoAx2agGYv8iIqtb1Qu0a6lZzL4p9JVhVpzDczAZZVsQSGbSh20GhVNmxjnsX0RkBTk5OQgEAnj77bdx+OGHJ61eDtalkKqqsAnAQzsA/cs5dVmZamtrTStbcohwuT38sqVRk2UZkijiwjp/0uuWRBGyLI9q3/r6esyudsLv6zK4VTuJDgket4v9i4gsR1VVCADeCgAIpLYtZsU5kijC5WGMQ6MnyzIcoohH/cmPcRwJxDhAKM5xOuHvMifOESUJHhdjHCKjGTWzLlscccQReO6553DddddxsC5b2O12BDXg5h9ImFmcgzH2zOs0q1oDOP2DDni9Xn7R0qgpigKXxwOv15v0uhO5quv1euH3dWH6yXfAMaESuYXGXnH2bXZj9d3z2b+IyJLsdjs0AJdMtmGulHkxzlpVw2X1fp6DKSGKosCdhjEOEIpzurpQtPgvyJ2qwFZSbFjbeteuR+tfFrN/EVHKPfLII/jVr36F9957D/vssw+uueYa/PznPze9Xg7WWcDM4hzMGZOLcY7MC2SJjKIoStoGa44JlZCmzEV+SXmqm0JElHRT8wU4pexa14ZoJNI5xgGA3KkKcmdXImes8ct9EBGl2owZMwDot8OuWLECRx11VOT/BWHo+CacTXa0OFhHRERERERERJThNAC9Qo5hZWWDxsbGqI8HAuau8cHBOiIiIiIiIiIiogFuuOGGlNTLwToiIiIiIiIiIqIBFi5cmJJ6OVhnAe9u7cGatgCK8zNvzboNHfrUUJfLBYAp2Ck7tXz3Froa6pArGbfwMgCojesBsH8RkbV93BFEU2+qW2G8TT36DUDhczDA8zBlJ/Wjz9C7oR62wkLDygxs2gKA/YvIaBoEw7LBauB6tGbiYF0KqaoKG4B/rEx+qvZkq62tBQBIogiXx8MvWsoKqqoCQg62vHijqfWE+5fokOBxu9i/iMgSVFWFAODB7RoAc9d1SaXwORhgnEPZRVVVwGZD1/97yLQ6+vYvUZLgcTHOIaLswMG6FLLb7QgCuHZ2HqY7bCjNy+yR6bquIM773s8U7JQ17HY7oAUw6/g74RhfhbwC87KkdW11wXV/LfsXEVmG3W6HBuDsUsBpz+wYBwDqe4C/NzHOoexht9uBYBDFV1yE3KkKbCUlptXVu3YdWi66gv2LyAC9Bs2sI3NxsM4CpjtscBbZIOdnfiBLlI0c46tQOHku8ovLU90UIqKkq8gDKrMixsmWvHhE/eVOVZBbVYWcseZdlCQiyjYcUiUiIiIiIiIiIrIIzqwjIiIiIiIiIspweoKJHMPKIvNwZh0REREREREREZFFcGadBazzBQFgUIKJRlVDW2/6r39SnCug3C6griuY6qYQpUSz6w34tq1CrsO8hZd93nUAAJfLNeoyZFnmos1EZLhNPUCRrX880xTQ0JkBYUGBDSjL0eO3+p4UN4YoRfwff4rcDfWwFRaaVkfv5i0AGOcQUfbgYF0KybIMSRRxuccf9XmbAATTf6yu3+uQRBGyLKe2QURJoqoqINiw8dUbklZnbW3tqPcVHRI8bhcDWSIyhCzLcNjt+FeLioHJF2wAMmCsLvQ6dr42xjmUTVRVBWw2dP2/h5JWJ+McosT1GnQbLJmLg3UppCgKXB4PVq1aBQAoK9uZQcnlcqG2thb/b/8izC5N387kaQng9++2Y+nSpXA6nbyiRVnFbrcDWhDOg29GwZhK5DnGpLpJQ+rY4cGK50+H1+tlHyUiQyiKgvc//BBNTU1RY5ybZ+VippS+692s6dLwp9W9kRgH4Mwdyi52ux0IBjH1tNvgmDgLuYXWzQbr2+zCmjtOYZxDRGmDg3UppigKRFEEAJSXlw96fnZpDvaQ85LdLMM5nU7U1NSkuhlEKVEwphKF4+fAXjAu1U0hIkqqiooKVFRURI1xZkoC5hSm8/LJ+txAxjiU7RwTZ0FSdkNeyeB+TkTWogHoNSh1QQbcBGhp6RwhERERERERERERZRQO1hEREREREREREVkEb4MlIiIiIiIiIspwGgQEDEowoSF9151NBxysszhPS8CUcrd1BdHSbX4etg3teh3R0qxzEWbKFt7176CzqQ659uJUN2VIvtYNAPr3VfZRIjLTmi4NZuWE3d6toa3XlKIjNvn11XqixTgAz6GUPVpXvAnf1jrkStaNc9TGdQAY5xBR+uBgnUXJsgzJIeL377abUr5NAIJJXBEyWpp1ySHC5fbwS5IylqqqgGDD+o/+keqmxK1vXxUdEjxuF/soERlKlmVIoog/rfabVocNZg0DDhYtxgEY51DmC8c5W5fdlOqmxI1xDhGlCw7WWZSiKHC5PfB6vYaX7XK5UFtbi4ePKUd1eb7h5cfD3diN+U83Mn06ZTS73Q5oQTh/ch2k0unIE0tT3aS4dTbVYcUbi9hHichwiqLA5TEnxgF2xjn37C1hdrExt/qMlKctgDM+7uI5lDJaOM6p/vUdkORZyJPKUt2kuHU2uvDdY/PZRykr9Wqp+W6kkeFgnYUpimLql0d1eT5qJtlNK5+IdFLpdBSOdcIuyaluChGRJZgd4wDA7OIc7F7GUJfIbJI8C0UT5yK/qDzVTSEiyhiMYIiIiIiIiIiIMpwGAb1MMJEWbKluABEREREREREREek4WEdERERERERERGQRvA02i7kbu6M+3tDeixa/cTnUSkUbJhT1P9SGqpsoE3W1rAMAqJ2l/R5XOxvR291mWD25+cWwFxizXkxnU50h5RARpYqnLTDosW2+IFp7NMPqKMkTMN4x+Np3tLqJMlWXdzUAIK+1f4IJta0Bvf4Ww+rJFUthL55gSFmdjS5DyiFKNxpg4G2wZCYO1mUhWZYhOUTMf7ox6vM2AQga2POGKk9yiJBlLrhPmUuWZYgOCa7llw2xhQBjv+aMLU90SOyjRJR2wnHOGR93DXrOBsC4y5Gxy2OcQ5kuHOe4nz1niC0Y5xARjRYH67KQoihwuT3wer2DnnO5XKitrcUjpytwGpAp1rVFxUn31WPp0qVwOp39npNlmanSKaMpigKP24VVq1YBAMrKdl5xDve12ZUnQXKMT7iuLt82eOoeidrXRot9lIjS0VBxTvi8e9eeDswqSnwlmNXtQZz1hW/I8y7PoZTp4olzdpl7PgoKpyRcV2fHRqz89h+Mc4gSZlyCCTDBhKk4WJelFEWJ+eXknGRHzVTJsPqcTidqamoMK48oXSiKAlEUAQDl5YNvUZUc41FUkHgQG8a+RkQUO86ZVWTD7qVG/VDheZey23BxTkHhFBSVzDSsPvY3IsoWTDBBRERERERERERkEZxZR0RERERERESU4TQI6NWMGQbSeBusqTizjoiIiIiIiIiIyCI4s46icm1Rh92mobUHLV2BmNus296jl+cafXp0Lv5KmaypeSW6fNsSLsfv3wGAfY2IaDir24fPB7vNH0RbT+ysk/Vd+vOJnHcBnnsps3kbP0dnx6aEy/F1NQBgnENE2YODddSPLMuQHCJOuq9+2G1tAIYPd3W1tbWjbpPkEOFye/jlShlFVVVAsGHDppcMLTeRviaKEjweF/saEWWkcIxz1he+YbdNVowDAJIowuVhnEOZJRznrKt7zNByE4pzHBI8bsY5lN00wLBssLEvaVGiOFhH/SiKApfbA6/XG3O7cDr2e/aWMLvYuIxqA3naAjjj4y54vV5+sVJGsdvtgBbELnPPR0GhcdlgR6uzYyNWfvsP9jUiylgjjXGumihgmt3c9XjWqxqu2urnuZcyTjjOmbPPEhQUT091c9DZtg7ffbSYfY2I0gYH62gQRVHi/hKbXZyD3ct4GBGNVkHhFBSVzEx1M4iIssJIYpxpdgHVYjIWz+bcBMpcBcXTUVxWnepmEFGEgF7NqMk2TDBhJiaYICIiIiIiIiIisggO1hEREREREREREVkE718kIiIiIiIiIspwTDCRPjhYRwnxtAVGtP02XxCtPfF36w2dei62eNO0NzU1AQDKysr6Pc5U7WRVnR0bU90EAMO3o76+fthF2ZOBfZyIkmW9OvKfITt6NbSPIDTaEoqJGOdQpupsW5fqJgAYvh2Mc4jIajhYR6MiyzIkh4gzPu4a0X42GxAMjry+RNK0A4AkiXC5PPySI8uQZRmiKGHlt/9IdVMiRFGCLMuDHq+vr8dspxP+rpH192QSJQkel4t9nIgSJssyJFHEVVv9GOm8AcY5RDpZliE6JHz30eJUNyVCdDDOIaL0wcE6GhVFUeBye0Z0BcrlcqG2thaX/ns6lNmiKe1qa+4FABSP2Xlo13v8+OuCdUzVTpaiKAo8HpclruKGDXXV1uv1wt/VhckX3YP8KVUpaNlOgfZmAEBO0ZjIY90bV2HzDWewjxORIRRFgcszshgH2BnnXH/nDEyvMifOaQ3FOSV94px1q/y4ZOFangPJUhRFgcedXnFO6a0XI7cytX0o2NIOALCVFkUe662rR8t5f2MfJ0NoENCrGTMMpDEbrKk4WEejpijKqL4wlNkiqvYoMKFFQHNjDwBgTHmeKeUTGWm0fShV8qdUwTFr95S2obdlOwAgt3RcSttBRJktkfPz9CoRu8w1J87ZsV2Pc8aOY5xD1pducU5upYK83WaltA0Bb+iipDxmmC2JKNNxsI6IiIiIiIiIKNNpQK9mTIIJZpgwly3VDSAiIiIiIiIiIiIdB+uIiIiIiIiIiChlgsEgTjnlFIwbNw6FhYUoKirC5MmTsWTJklQ3LSV4Gywl3aevtaLe4zOl7M62AACgoHjn1N6GDd0A9IWfh8O06ERD6/jsDagbV6W0DYHONgBATkFx5LGehnoA8fXx0eB5gYhG4v03WrFutTlxTke7HucUFu2MczbHGefwXEYUm//tT9FbV5/SNgTbOwEAtqKd6172bmwAwDiHjKFBQMCgYSAjE0wEg0HMnj0bW7du3Vm+pqG1tRU33ngjPvnkE7z44osJ1dHd3Q1FUdDR0YHHHnsMRxxxRKLNNhUH6yhpVFWFzQbcv2RLSuqvra0ddhtJEuFyefiFRdSHqqoQcgRsf+i6VDclpnj6+Gg4JAfcLjfPC0QUUzjOueOGzSmpf7hzIGMcouhUVYVgAzpuejDVTYnJvDhHhJvnBkqx448/PjJQd+yxx+Kaa65Bc3MzFi5ciC+++ALvvvsu7rzzTixcuHDUdRxzzDHo6Ogwqsmm42AdJY3dbkcwCNx/xSzMnuowpY7mtl4AwJjikR/ang0+nHbNaqZFJxrAbrdDC2g4ZuleKHcWpbQtXU36DBKpLD8p9TW62vF07ec8LxDRsMJxzoOXVKJaMSfOaQrFOWUjjHPc9T6ccn0dz2VEUdjtdmhB4IyHZ2OSU0ppWzqa9IzPhWXJyfi8xdWFe+Z7eG6glGpra8PLL78MADjqqKNw//33AwAmT56Md999F3PnzsXatWvxt7/9bdSDdU8//TTeeustw9qcDByso6SbPdWBebMLTSm7sVn/IV8+Jjk/5ImySbmzCJNqSlPaho5GFQBQWG5PaTuIiIZSrTgwb5ZZcY7+Q758THJ+yBNlk0lOCdNqzOm78Wpr1H/LFJfztwyZx7BssAa57777EAwGIQgC7r777kHP33jjjTjmmGPQ3NyMDRs2YOrUqSMqv6WlBWeccYZRzU0aJpggIiIiIiIiIqKke+mllwAAEydORGHh4AHzgw8+GDk5+gDjQw89NOLyDz30UKiqiurq6sQammQcrCMiIiIiIiIiynAaBPRqOYb8Z1SCifp6PbFLVVXVkNvIsgwA+Pbbb0dU9m233YZvvvkGubm5kUHBdMHBOiIiIiIiIiIiSrrW1lYAiLlu4tixYwEAGzdujLvcjRs34oorrgAA3HzzzSgvL0+glcnHNeso6V77uBmeDV2mlN3WqS+8XFww8kN7w1Z9LaxoadGZ0pxIT7YQTftWP/wtPUlpg79Vr0cs6b9ek1iah6KJouH1DfWaiYiG8sqnzXDX+0wpe7RxzvoGP4DoMQ7AOIcI0JMtDNTS0I2ult6ktcHXqtflKOnfx6XSXJROMH4du2ivmWgkuru7UVZWFte2TU1NUR/v7dWP+9LS0iH3LSgoAAD4fPF/v/7qV79CIBDAD3/4QyxYsCDu/ayCg3WUNKqqwmYDrv5/8Y+Gp0K0tOiSJMLFlOaUpWRZhkNy4Onaz6NvYBOAoJbcRiWxDQ7JEZl6T0Q0lHCcc9UDm1LdlCFFi3EAxjmU3fQ4R8Q98z2DnhNsArRUxzgmt8MhiYxzsogGAb0GDQMZdRtsMBgEAIji0Bfe8/L0C/WqqsZV5qWXXor169dDFEUsW7Ys8UamAAfrKGnsdjuCQeBvd8zAjFnGz4ABgNbQla+SUuMO7bWr/bj4nLVMaU5ZS1EUuF1ueL3eQc+5XC7U1tZi7J1/RF5VheltCTTrM91yxhRFHutZtQk7Fv4TS5cuhdPpNLxOzjghoniE45x//GMmKisdptTR0hKefWBcnFNX58P5569hnENZS49zPIPinHCM84tH9scYZ0lS2uJv0gcixLKdWe+bXa147aR3GeeQJeXn5w85Yy5eNpu+OlusWXPhQbrwoF0s3333HW6//XYAeqbZaEkr0gEH6yjpZswSscvcAlPK3uHVb5EbKw/fiYkofoqixAzk8qoqYJ870/R2BLa3AAByxpUOes7pdKKmpsb0NhARxVJZ6cCcOebEOd5QnCMzziEyVKw4Z4yzBOU1yZl51tWoD1ZI5YMH/BnnUKbKzc1Fd3c3Wlpahtyms7MTAOBwDH8x7LDDDoOmaTjooINw9NFHG9XMpONgHRERERERERFRFghoOaluQj8lJSXo6uqKZIWNJjx7b9KkSTHLOv/88+H1elFYWIinnnrK0HYmGwfriIiIiIiIiIgo6aZOnYqtW7di1apVQ26zY8cOAMDcuXNjlhVOpNTR0REzYcUJJ5wAQF8nL9pSP1ZgS3UDiIiIiIiIiIjIXBoE9Go5hvxnVIKJQw89FADQ0NCAjo6OQc+/9tprCAQCAIBTTz3VkDrTAWfWUdK991Yr1q6OP+XySHS06524sMi4qb2bN3YD2DlKD3AhVqKBelbp2Q8Djc0ItnaaVk+wvQsAYCuSIo/1bmg0rT4iopF6++0W1NWZE+e0t+sJJoqKjAvhN27UF+0OxzmMcYj6a3a1Rv7ubOiC2tJtWl3drXrZ+SX5kcfa1w0evCDKJKeffjquvPJKBINBLFy4EA899FC/5y+66CIAwNixYzFjxoyYZb3yyisxnw8nm3jsscdwxBFHJNBq83GwjpJGVVXYbMDtN2xOdVNGpba2NvK3JIlwuTwMZinrybIMUZKwY+E/9QdsAhDUkt8QmxB3KnciIjOE45xbbtmU6qaMSjjOYYxDpJNlGQ7JgddOejfymGADtGDy2yLkMM6hzFVYWIhDDz0U//vf//DMM8/A4XDgyiuvxI4dO7Bo0SKsXr0aALB48eJ++40ZMwYAMG/ePLz11ltJb7fZOFhHSWO32xEMAn+7YwZmzBJNqaO1Rb/iXFJq3qG9drUfF5+zFl6vl4EsZT1FUeBxueD1euFyuVBbW4vKf58Ex+zxptTX26zP2ssdszPTos+zDXULHoHdbjelTiKieITjnJtunYHKyuGz1Y1GSyjOKTUpzqmr8+HC8xjjEAF6jON2uSPrWYXjnJOW7oYJzkJT6uxs0jM+F5TtzPjc4OrAI7UrGOeQYQKa9YaBHn30UVRXV2PLli1YunQpli5d2u/5X/7yl1iwYEG/x3p69P5i1TXnEmW9T4ky3oxZInaZWzD8hqOww6t32LFy3jBbEpFRFEXp96POMXs8CvaYYkpdPY3tAIC88iJTyiciSlRlpQO77sY4hygTDIxxAGCCsxBTaopNqa+9UZ89V1TOgTnKLjabDW63GwsWLMALL7wAn88HQRBQUlKCs88+G5deemmqm5h0HKwjIiIiIiIiIspwmqYnmDCqLCPZbDY88MADcW8fLRmFGfukCrPBEhERERERERERWQQH64iIiIiIiIiIiCyCt8FS0q1d7QcAeBt70Nbaa2jZHe0BAEBhUf+pvcUluZDLjVnfJdx+IorO59kGAOhuaEOg1Wdo2b1tenm5xQ7klDiQP6E4Uh8RkRXU1ennqe2N3WhrCxhadnsozikaGOcU52BceX7C5YfbTkRDa3Dpt9G1bVXha+kxtGxf6LdR2VQHiifa+9VHZAQNQMCo22ANKYWGwsE6ShpZliFJIi4+Zy2A5KY+N7ouSRIhy7JxBRJlAFmWIUoO1C14RH/AJgBBE7/G+5QvSg72SSJKqXCcc+F56R3nMMYhik6WZTgkEY/UrgBgbh8fWLaD/ZIo63CwjpJGURS4XB54vd5I6vM/PFyNiU7JsDqipTvf6urCvfPdWLp0KZxOpyH1yLI8KDMUUbZTFAUel7tfH9/rwSNQ5DQuuOxu0md9qNs68fkpyyL9mn2SiFItWpzzxwdnosLpMKyO9iZ91k1R2c4QfpPLh3+essawOIfnU6LoFEWBe0Af/9MDMzCl2tg+vqXOj7vO29CvT7NfEmUfDtZRUg1Mfz7RKWFaTZFh5bc1dgMAiqPcCuJ0OlFTU2NYXUQ02MA+XuSUMWbeBMPK9zd2AgB8Ze0A2K+JyFoGngMrnA7MnFdgWPktjfpFydIoS3vwfEhkvoF9fEq1A5Um9HGAfZrMIiCgGTUMZGw2WOqPCSaIiIiIiIiIiIgsgjPriIiIiIiIiIgyHBNMpA/OrCMiIiIiIiIiIrIIDtYRERERERERERFZhNDR0WHa7MUJEyagp6cHM2fONKuKjBAIBAAAOTnGTEdNB36/H2vXrsWYyfnIzTduzDgY0A9nW87OxS57u4No3tyNGTNmQBRFw+rKdNl4XJolG9/LcB8XJxXBZjfudWuBoP5vrwb/lnb26wSk23G5Zs0a5OXloaGhIdVNAcAYJ17pdpwZJXwOLJuUhzy7uXFOjxpE05Yeng9HKFuPTTNk43sZ7uNjDe7jgYCG3m4NzQ3s04lKt+MyGXFOWVkZhBkyZn18rSHlrd77cmhrvWhqajKkPOrP1DXrJElCV1cXgsHgoOcCgQCam5sxZsyYUXegRMuwQhsAYN26dQCAGTNmpKwNyS4jPz8f1dXVhrdh7dq1AIAZM6bvfNAOjA9VFe1YNLoNViiDx6VxZVjhvTSiHZnXx2cAxfpjw/XrgdLtvTSrDel2XObl5UGSpNE21XCxYhwgc46TRMuwwnFmRBkj3T/ZcU55nOfDdHwvzSojE+IcK7QByIz3cqRlmNvHhUjZyY5xrFJGNh6XVotzKPVMnVkXy8qVK/HDH/4Qn376KXbZZZeUlGGFNgDAXnvtBQD4/PPPU9YGK5TB99K4MvheGleGFd5LI9rB99K4dvC9NK4dRrwOq8qU4yTRMqxwnBlRhhXaAGTGd7MV2gDwvTSyjEx4L40og++lcWXwvTQHZ9alF2aDJSIiIiIiIiLKAkGDssGSuZhggoiIiIiIiIiIyCI4s46IiIiIiIiIKMNpmoCAQTPrNE0YfiMaNc6sIyIiIiIiIiIisoiUDdbJsoxLLrkEsiynrAwrtMEIVnkdVvg8EmWF98GIMvheGleGFd5LI9rB99K4dvC9NK4dVnkdZsiU48QKn5EVXocV2mAEK7wOK7TBCFZ4HVZogxGs8jqs8HkkygrvgxFl8L0kSmE2WNrJiExppON7aRy+l8bhe2kcvpfG4XtJycDjzFh8P43D99I4fC+Nw/fSOHwvBysrKwOmj8PUD24ypLwN+10IrNvObLAm4W2wREREREREREREFsHBOiIiIiIiIiIiIotgNlgiIiIiIiIiogynwcBssBDAfLDm4Zp1REREREREREQZrKysDNr0ckx5/xZDytv44wsgrGvkmnUm4cw6IiIiIiIiIqIsENS4Glo64KdERERERERERERkERysIyIiIiIiIiIisgjeBktERERERERElPEEaAYlmADTS5iKM+uIiIiIiIiIiIgsgjPriIiIiIiIiIgynKYBwaAxM+s0jXPrzMSZdURERERERERERBbBwToiIiIiIiIiIiKL4G2wREREREREREQZT4CmGTVnizfBmokz64iIiIiIiIiIiCyCg3VEREREREREREQWwdtgiYiIiIiIiIiyQDDIOVvpgJ8SERERERERERGRRXBmHRERERERERFRFtC0nFQ3geLAmXVEREREREREREQWwcE6IiIiIiIiIiIii+BtsEREREREREREmU4TAM2gOVuaYEw5FBVn1hEREREREREREVkEB+uIiIiIiIiIiIgsgrfBEhERERERERFlAS3IOVvpgJ8SERERERERERGRRXBmHRERERERERFRxhOAYI5xZZFpOLOOiIiIiIiIiIjIIjhYR0REREREREREZBG8DZaIiIiIiIiIKBtonLOVDvgpERFF0draik2bNqG7u3tE+wWDQWzbtg1NTU2jqrepqQnbtm1DMBgc1f5D0TQN27dvR2NjIzRNM7RsIiIiii4d44nOzk5s3rx5xG2OR2trK7Zs2YLe3t4R7+v3+7Fp0yb4/f4R79vb24stW7agtbV1xPsmIhx/bdq0CT6fL6l1E1F642AdEVFIe3s7Fi9ejMrKSkyePBnV1dWYNGkSjj/+eHg8npj7btiwAaeddhrGjx+PmTNnQlEUTJ8+HZdffjk6Oztj7tvV1YXFixdjxowZUBQFM2fOxPjx43Hqqadiw4YNCb2mHTt2YNGiRaioqMD06dMxY8YMVFRUYNGiRfB6vQmVTURERIOlazxx//33Y6+99sL48eMxe/ZsjB07FocccgjefffdEb3+gXp7e3HzzTdj1113xeTJk1FVVQVZlnHsscfi22+/HXb/559/Hj/96U8hyzKqq6shyzL2339/PPfcc8Puu2LFCvzud7/DuHHjUFVVhcmTJ2OXXXbBTTfdNKoBww8//BDFxcWoqqqKud2WLVuwaNEiTJs2DdOnT0d1dTUmTJiAAw44AE899dSI6yWi7CN0dHRwigURZb3NmzfjkEMOwZo1a6I+X1BQgOeffx577733oOe+/vprHHrooUNerd1ll13w+uuvo6SkZNBzra2tOOigg7By5cqo+5aUlOCFF17AvHnzRvBqdBs3bsSBBx6ILVu2RH1+0qRJeOONN6AoyojLJiIiosHSNZ74wx/+gMceeyzqczabDf/85z9x2mmnRX0+lp6eHhx99NF45513oj5vt9vx6KOP4uCDD476/DXXXIMbbrhhyPL//Oc/48orr4z63KuvvooTTjgBqqpGff4nP/kJnn/+eeTl5cV+ESHt7e3YZ599sH79ekyaNAmrVq2Kut0XX3yBo48+OuasyBNPPBF33303BIHZNCl5ysrKEFQmQX75UUPK8/7qRNjqt4x6BjDFxpl1RJT1ent7cdxxx2HNmjUoLy/H/fffj02bNmHDhg24++67UVpais7OTpx66qmDbmHw+/044YQT0NraipKSEtx///3YunUr1qxZg0svvRSCIGDlypU455xzotZ97rnnYuXKlRAEARdffDHWrFmDrVu34v7770dpaSlaW1txwgknjOrWifnz52PLli3Iz8/HTTfdhI0bN6K+vh4333wz7HY7tmzZgvnz54/qPSMiIqL+0jWeuO+++yIDdUcccQS++OILbN++Ha+++ip23XVXBINB/OlPf8KKFStG/J4sWbIkMlC3YMECrFy5Etu2bcOzzz6LiooKqKqKBQsWoKGhYdC+r776amSgbr/99sP777+P7du344MPPsCPf/xjAMDf//53vPLKK4P23bZtG0477TSoqorJkyfjmWeewbZt27By5Ur8/ve/BwAsX74cV199ddyv5c9//jPWr18fc5uOjg4cd9xxaGpqQklJCW6++Wa43W40NDTgnXfewUEHHQQAePTRR3HnnXfGXTcRZR/OrCOirPfAAw/g3HPPhSRJWL58Oaqrq/s9/8orr+CYY44BANx777044YQTIs/961//wl/+8hcAwLJly/Czn/2s375LlizBjTfeCEEQ8NFHH2HOnDmR51asWIF9990XmqbhwgsvxFVXXdVv37fffhuHH344AOCmm27CmWeeGfdrevHFF/G73/0OAHD77bfj1FNP7ff8Qw89hIULFwIAnnrqKfzqV7+Ku2wiIiIaLB3jCVVVseuuu6KhoQH77LMPXn31VdhsO+dzNDY2Yq+99kJTUxOOPPJIPPpo/DNytm3bhjlz5sDn8+HYY4/F/fff3+95l8uF/fbbD93d3Vi0aBH++te/9nt+v/32wzfffIOZM2fi448/hsPhiDzn8/mwzz77oK6uDvPmzcN7773Xb9+LL74Yd9xxB/Lz8/H+++9jl1126ff873//ezzxxBNwOBz4/vvvUV5eHvO1PP/88zjxxBMj/z/UzLq+8dUTTzyBww47rN/zvb29OOCAA/DVV19hypQpcLlcMeslMpI+s24y5BcfN6Q876HHw1a/mTPrTMKZdUSU9cJXNk8//fRBgTUAHHzwwTjooIOw2267Dbqi+sQTTwAA9tlnn0GBNQCcf/75kCQJmqbhP//5z6B9NU2DJEm44IILBu17wAEHYJ999gEAPPnkkyN6TY8/rn8JT5kyBSeffPKg5+fPnx+5/TX8GoiIiGj00jGeePvttyOz2i699NJ+A3UAUF5eHpmJ9tJLL6G9vX3I1z/Qf//738hMvksvvXTQ806nE7/+9a8j7eqbAGvlypX45ptvIq+970AdADgcDpx//vkAgK+++qrfWoCapkVe59FHHz1ooC7cHkEQ4PP5sGzZspivo6GhAeeeey4ADLssSbjNkiThkEMOGfR8bm4ujjzySAD6ciU7duyIWR4RZS8O1hH18eWXX+L000+H0+nE2LFjMWvWLBxyyCF48skn0dPTM2j7E044AYWFhdhll12iLvobDAbxs5/9DIWFhTjooIMiGbmuu+46FBYWRq6gvvLKKzjyyCMxdepUyLKMefPm4aKLLop6S0Bfn332GRYsWIDq6mqMHTsWFRUV+OlPf4qbb7455iLETU1NWLJkCfbdd1+MHz8eY8aMQVVVFU466SR88sknUfcpLCxEYWEhli9fPmS5Bx98MAoLC3Hdddf1e/yMM85AYWFhJIi97777MG/ePBQXFw8qLxAI4IEHHsCvfvUrKIoSeT/OOOOMmIsQh+suLCwcUVKGNWvWwO12A0BkJlo0zz33HD766KN+wWZTUxO++uorAIhcsR6oqKgIP/3pTwEAb775Zr/nwv+///77o7i4OOr+RxxxBAB9/ZPm5uY4XpEepIZvOTnkkEMGBd4AIAhCJIh8++234yqXiIjiw3iC8cRQrBZPhPctLi7G/vvvH3Pfnp6emJ/bQG+99RYAfa29ysrKqNuEX++2bdvw/fffD9oXwKDZaX0fD6/51vc9+fbbb7F9+/Z+5Q80Y8aMyCDewPdzoLPOOgtNTU2ora0dcm29sJycHACIuRZd37gsvD0R0UAcrCMK+etf/4r9998fjz/+ODZu3AhVVbF161YsX74cCxYswC9/+ctB2TP/8Y9/YMyYMaivr8eSJUsGlXnPPffg008/hcPhwF133RV10OTKK6/EMcccgzfffBM7duyA3+/H6tWrceedd2LPPffExx9/HLW91113HX72s5/hySefxKZNm6CqKlpaWvD555/jyiuvxA9+8IOo0/NXrlyJH/zgB7jxxhvx7bfforOzEz09PdiyZQuee+45HHTQQSO6xWGkLrzwQpx//vlYvXp15MdGmNfrxYEHHohzzz0X7733HpqamiLvx6OPPop9990Xf/vb3wxtz0cffQRAvwK62267jWhfl8sVuQpcU1Mz5Hbh5zweT+Q1BwKByOcTz77BYHDIhYwH2rx5M1paWgAAe+6555DbhZ9ramoa9occERHFh/EE44l0iifCCSn22GOPqMcVAOy2227Iz8+PtDVe4bLjiUX6bt/372nTpkGW5aj7jh07FtOmTRvUrr7lxFN3eJA1mnvuuQevv/46pk6dir///e9Dbhf2gx/8AADQ2dmJF198cdDzvb29eP755wEAs2bNQmlp6bBlEhlKAxC0GfMfF1QzFQfriKBfmf3rX/8KTdNw4IEH4j//+Q8+++wzvPrqqzjjjDNgs9nw6aef4qijjuoXEI4fPz4S7N1111348ssvI89t2rQpEnBfeeWVUa8ovvzyy7j55psxadIk3HHHHfj444/xxhtvYNGiRcjLy0Nrayt++9vfYtu2bf32e/DBB3H99ddD0zTsuuuuuP/++/HJJ5/gzTffxB//+Efk5+ejvr4ev/nNb9DR0dFv3wULFmDbtm0oKCjA4sWL8eabb+Ljjz/G/fffj5kzZyIYDOLCCy8cMhNZIv7zn//g7rvvxoEHHogHHngAH374YSSoCQQCOO644/D5559DFEVceOGFeOONN/DZZ5/hkUceiWx37bXXRl2QV5ZlTJo0CZMmTUJubm7cbQrfNjF16lQIgoBnnnkGhxxyCBRFwdixY7H77rvjz3/+c9SMqmvXro38PXXq1CHrCN9u6vf7I+Vs3LgR3d3dce87sL5Y+magi5XpdcqUKVH3ISKi0WE8wXgi3eKJ8N+x9s3JycGkSZMG7RtLb28v6uvrB9U9UN/3uW/Z4bhkuIz14Vgm2r65ubmRdsfad/369YMGfAFg1apVuPzyy2Gz2XDPPfegqKgoZlsA/bbbcPKLs846C/feey82b96Mzs5OfPHFFzj22GPxxRdfIDc31/ABYyLKLPF/AxFlqJaWFlxxxRUAgNraWtx99939nt9vv/2w//7748QTT8TXX3+NBx98sF/q+hNPPBFPP/00Xn/9dSxcuBDvvfcecnNzcf7550dSvJ999tlR6163bh0mTJiAd955p18wsffee2PffffF8ccfj+bmZtxwww245ZZbAOgL6i5evBgAsNdee+Gll16CJEmRfX/0ox/hRz/6EY4//nisW7cOd911F/785z8DAFavXh3J5HXLLbf0Wyh3zpw5qKysxE9+8hO0t7fjww8/NDzpwBdffIHTTjsNt91226DnHnnkEXz88cew2Wx46qmncMABB0SeczqdOPzww3HKKafgv//9L6677jr87ne/63eldenSpaNq08aNGwHot5ecffbZePjhh/s9v2bNGtx11114/PHH8cQTT0QCMAD9foCUlZUNWceYMWMif7e0tKCiomJU+8Z7G+xo20VERKPHeELHeCK94onw/rH2De+/fv36uGOR9vZ2BAKBYcu22WwoLi5GU1NTv1hkJO0CEHXfkpKSmLeZhvft6elBR0dHv1uIe3p68Pvf/x4+nw9//OMf+31eseTl5eGZZ57Bn/70JyxduhQXXHDBoHUEJ06ciHvuuSfq2oRERGGcWUdZ78knn0RHRwfGjBmDm266Keo2RxxxBI466igAOxfu7+u2225DUVERVqxYgdtuuw1PP/00Xn75ZTgcDvzrX/8a8rYCALjqqquiXvU77LDD8Jvf/CbSxnDA8+KLL0Yy7txyyy39Auuwww8/PLIe2WOPPRZ5vO+iwLNnzx603+677467774bd999d9TnE5Wfn4+rr7466nPhDGHz58/vF1iH5ebm4rbbboPdbkdbW1vUWwtGIzxT4IsvvsDDDz+M6upq3Hvvvfjkk0+wfPlyXHbZZZAkCS0tLTj++OOxefPmyL5dXV2Rv0VRHLKOvs+F1/7pu6/dbh9y374LKvfdJ5bwYs7Dtatv2bHWJCIiouExntiJ8UT6xBPhv2Pt27duo2ORvm3rG4uE9493377tGum+A/cH9NvZv/zyS+y6666RQfh4+f3+SD+LRhAEU2acEsVHgBDMMeQ/YOi1GSlxHKyjrPf+++8D0LNvFRYWDrndT37yEwCIuijxlClTIkHj9ddfjwsvvBAAsHjxYsyaNWvIMvPy8iJZsKIJX6lubW2NrMURXnNm2rRpMdcmCZe7evXqSKapWbNmRa4wXnzxxVi9enW/fXJyclBbW4va2lrMmDFjyLJHa4899uh3ZTesvb0dX3/9NQDgoIMOGnL/srKyyDow4e0TFQ7oAoEA9txzT7z77rs44YQTsOuuu6KmpgaXXHIJnnzySdhsNjQ3N/f7AdZ38eC+GcwG6ntrRXi7WAsP99U32ItVR1/xtitWIElERCPDeGInxhPpE0+E9x8uxgjXbXQs0rdto2lXtH1HWu/AbT/++GPccsstyM/Px7///e9hBzL78nq9OOigg/D444+jpKQEV1xxBd566y18/vnnePbZZ3HUUUdhy5YtOOmkk+JaA4+IshcH6yjrhde4eOmllyLZv6L9F04P39nZGfVq2Omnn459990XPp8PXq8Xe++9NxYuXBiz7lmzZkW9kh02d+7cyN/hdT82bdoEQL+VI5bq6urI3+F9ioqK8Kc//QmAHojMmzcPP/7xj3HZZZfhhRdeiFxhN0tFRUXUxzds2BAJAk888cSYn8Pnn38OANi6dashbeobgF1//fUoKCgYtM0BBxwQCfr/97//RR7v+9n1vYI8kN/vj/wdLr9vPfHuG+tY6SvedqmqOuKyiYgoOsYTjCfC0imeCO/f9/lY+xsdiwA745G+ryW8/3D7RmvXSF9T3/07Ojpw+umnIxAI4IorrsCcOXNiljHQxRdfjFWrVqG4uBhvvPEGLrroIvzwhz9EdXU1fvGLX2Dp0qWR28+vvvrqIRO/EJlJ0HIM+Y/MxcE6ynoDF0yOR7RbAARBQG1tbeT/f/GLX8S8XQXQ19KI9/nwLSfh9kYLAvvquwhuW1tb5O/FixfjrrvuigTfX3/9NW699VYcd9xxmDZtGg455BC89dZbMcserb63G/TV93aaeMV7G8ZwwrMfJEnC3nvvPeR24bVKGhoaIj+uxo4dG3l++/btQ+7b97nwTIC+a7DEu+9w67ZE226k7SIiotFhPMF4Aki/eCL8d6x9+z4fbyxSVFSEvLy8Ycvu6emJrDfXNxaJt13hzMrR9m1ubkZPT8+Q+4bLzs3NjRzn1157LdatW4d9990X5513Xsy6B2ptbcXTTz8NADjjjDOGHAj/05/+FBlwvueee0ZUBxFlDyaYoKwXDvhOOeWUyNXu4YwbN27QYy0tLbjmmmsi/3/zzTfjd7/7XczsWsNdLewbdIav+IWD6uHWGOsbfA4MxE866SScdNJJ8Hg8WL58OT744AN88MEH2Lp1K5YvX47ly5fj7rvv7vdjIR7DXcEcSt+roc8991xct8wYNRMsnGWssLAw5o+hvkGgz+dDSUkJZs6cGXls/fr1Q7Z7w4YNAPRjbfLkyQD07GeSJKGrqwvr1q0bst7wDAgA/eqLZWC7hhJuF4Co2QWJiCh+jCcYTwDpF0/MnDkTa9eujRkv+P3+SCbheGMRm82G6dOnY9WqVTHLrq+vj9yCOrBd77zzTsx9gZ3vycB9Af3W1g0bNgwZ44Tfk+nTp0c+s3B9H374Yb+EEwNt2bIlMkC722674aOPPsK6devQ29sLADEHbHNycrDXXnth06ZNcLvdMV8fEWUvDtZR1ps8eTK+++47dHZ2xh2ARPOXv/wFW7duxe677w6/3w+Px4PzzjsP//3vf4fcp66uDoFAYMhMVd99912/dgI7b/0Y7ss9vCZN330Hmj17NmbPno3TTz8dmqbhww8/xLnnnhtJVT/S4DpWkBhL3wWxbTZbQp/DSIWvejY3N8Pv9w+5GHFjY2OkfeFA2+l0Ii8vDz09Pfjss8+GzOr1xRdfAAB23XXXyBosgiBgzpw5+PTTTyO34kQTfi43N7ffrUixjB8/HuPHj8e2bdvw+eef49RTT41Z9rhx4zB+/Pi4yiYiougYTzCeANIvnpg7dy5ef/11fPPNN+jp6YnMhuvr66+/jqzvFl7rLx5z587FqlWrYrYr/JoGlh2+dXvr1q3YvHlz1GNv69at2LJly5D7AvrrHmqwLlz3SF5TLH3XvYt3bb94tyMyjgAEjbrBkgkmzMTbYCnrha98vfXWWzGv5C5ZsgSHHXYYrrzyykHPvfrqq3jssceQk5ODO+64A7fddhsEQcAbb7wRNdtbWEdHB1577bUhnw/vW1BQEAkkfvSjHwHQA9lYiyI/88wzAPSFo8MDMffccw8OOOCASCa6vgRBwH777RfJeOX1eqPeehC+3WCg5cuXRxaeHqlx48ZFAqmXXnppyO1aWlpw1FFH4bDDDsPy5ctHVddAP/vZzyAIAnp6evDKK68Mud2rr74KQA8Aw+vSFBYWYp999gGgX8GPZseOHZFFx3/5y1/2ey68bs37778fCd4Hev755wEA++67b8wrvAP94he/AAC88MIL6O7uHvR8b29v5L0++OCD4y6XiIiiYzyhYzyRXvFEeF+fz4eXX3455r6SJEUSpMQjHIusXbsW33zzTdRtwoPQ06ZN6zeIGN4XGPo96TuA3TeWqaqqwrRp02Lu+91336Gurm7Qvrfeeiu++eabIf8788wzAegXRsOPPfXUUwCAGTNmIDdXnwsTay26QCCAzz77DABiJo4houzGwTrKescddxxycnKwY8cOXHbZZVG3+fDDD3HzzTfjnXfeGXRlr7W1Feeeey4A4Oyzz8a8efOw33774aSTTgIAXHTRRTHX27j00ksja3X09eqrr0aC69/+9reRK52HHXYYSktLAQAXXHBB1Ftfli1bhhdffBHAzgxwgJ7J67PPPsMbb7wRCfgGCgdTeXl5/dapCd/68uyzzw7ap729HX/5y1+GfI3xCLfzwQcfxEcffRR1m8WLF+ONN97AJ598gl122SWh+sImTpyIn/70pwCAyy67LGqQ+9BDD+GTTz4BgEGzA0455RQAetD35JNPDtr36quvRnd3N/Lz8/t9FoD+mvPy8tDb24slS5YM2vepp56K/IAK1xOvk08+GYAe3P/zn/8c9Pytt94aea0jLZuIiAZjPNEf44n0iCf23XdfVFVVAdDXaxs40Lx27Vrcf//9AIDf/e53Q84YjObwww+PrB+3ePHiftlsAX1A64UXXojarilTpkRmGN5yyy2DBnCbmppwyy23AAAOPPBATJkypd/z4TjopZdewgcffNDvuWAwGEnyUFZWhsMPPzzy3Pjx4zFz5swh/wvPhszJyYk8Fp6lWlJSgp///OcAgHvvvbffrNS+brrpJmzevBkAcMwxx0Tdhsg0GiAEcwz5D5wYaioO1lHWmzJlCv74xz8C0K8UH3nkkXjhhRfgcrnw0Ucf4ZprrsGvf/1rBAIBOJ1OzJ8/v9/+F110EbZs2YKpU6fi8ssvjzx+7bXXQpZlNDU14aKLLopat81mw+rVq/HTn/4Ujz/+OFauXIlPPvkEl19+OY4//nhomoYxY8b0C/olSYoEGJ9++il+9rOf4amnnorse9lll0UClOnTp+Occ86J7PurX/0qcsXvpJNOwp133olPP/0ULpcLb7/9NhYtWoSbb74ZAHD00Uf3C8j23XdfAPpVzAULFuDdd9/FypUr8Z///AcHHHAA3G535KrwaJx99tmYOXMmVFXF4YcfjsWLF+Ojjz7CypUr8fLLL+O3v/1tJFi88MILIctyv/1ra2tRVVWFqqqqSAAUryVLliAvLw8bNmzAT3/6Uzz88MOR9/PCCy+M/HiaN2/eoFtKjznmGNTU1AAAzjrrLNx000349ttv8dFHH+EPf/hDpM1nnnlmZD2bMEVRcMYZZwDQf1ScccYZ+OSTT/DNN9/ghhtuiDy35557Rg3mYr3mvffeOxJ8XnPNNbjsssvw1Vdf4fPPP8fFF1+Mq666CgBw5JFHRmZXEBHR6DGeYDyRjvGEzWaLDPCtXLkShx56KF5//XV89913WLp0KQ4++GB0dnaitLQ06vF3++23R96vgQOwRUVFuPjiiwEAb775Jo499lgsX74cK1aswF133YXf/OY3CAaDUBQlMmOtr6uuugp5eXlobGzEL37xCzz//PP4/vvv8eyzz+Kggw7C1q1bkZ+fj6uvvnrQvmeeeSamTJkCTdNw7LHH4t5778V3332Ht99+G7/97W8jM1EvvfTSfoPJibrmmmtQWFiItrY2/PznP8eNN96IL774Am63G6+++ipqa2sja1L+/Oc/x5FHHmlY3USUWYSOjg6Oh1LW6+3txaJFi/Dwww8PuY3T6cSzzz7b78rda6+9hl//+tcA9Gn24VsJwh5//HGcfvrpAPQryOEp/ddddx2uv/567Lfffqiursa///3vqHWWlJTgqaeeigS2fV155ZWRQDiaqVOn4rnnnotcLQ279dZbh7ziH/ajH/0ITz31VL+MX9999x1+8Ytf9MsEF5abm4vbb78dq1evxi233IJLLrmkXx1nnHEGHn30UZx44okxs16tWbMGRx99NNauXTvkNmeeeSZuvPHGQYs3H3zwwZGr+99//33MhbijeeKJJ3D22WdHvWUUAPbYYw88/fTTmDBhwqDnNm3ahEMPPRRr1qyJuu8hhxyCxx57LPLDpq+enh4cf/zxQ94yU1lZiRdffDHqWi3Dvea2tjYcfvjh/daD6WuvvfbCsmXLRnR7LRERDY3xRH+MJwazYjwBAH//+9+xZMmSqGuoFRUV4bHHHsMBBxww6LnwMQhgyGQiixYtigw2DlReXo5ly5Zhzpw5UZ9/9NFHcc4550TN6pqfn48777wTxx9/fNR9v/32Wxx55JFDzkhdsGABbr311qjPDSX8eidNmoRVq1ZF3Wb58uWYP3/+kLd6A/qtzA8++KChA4VEwykrK0OwYgrGP7vMkPK2/foI2DZtRFNTkyHlUX+cWUcEPTj817/+heeffx5HHnkkJk6ciLy8PBQXF2PvvffGDTfcgPfff79fYN33dpVjjz12UGANAMcff3wksDnvvPPQ0dHR73lBEHDrrbfiP//5Dw488ECMGTMGdrsdM2fOxNlnn40vvvgiamAN6LdDvPHGGzj22GNRUVGB/Px8lJSUYM8998TVV1+NTz/9dFBgHW7Ha6+9hmOPPRZTp06F3W5Hbm4uysvL8Ytf/AL33HMPXnvttX6BNQDMmTMH77//Pk488URMnDgxss9hhx2G1157LXKbTiJmzpyJjz/+GNdddx1++MMforS0FHl5eZg4cSKOPvpovPTSS7jppptiZlkbreOOOw4ffPABTj755Mj7UlJSgn322Qe33HIL3n777aiBNaAv0v3+++/jkksuQXV1NSRJQmlpKfbZZx/861//wpNPPhk1sAb024Oeeuop3Hnnndh7771RWloKSZLgdDpxySWX4P333x8ysB5OcXEx3njjDVx//fXYY489UFRUhKKiIuyxxx7429/+htdff50DdUREBmI8wXgiXeOJP//5z3jhhRdw6KGHory8HHa7HYqi4NRTT8WHH34YdaAuXrfddhseffRRHHDAASgrK4Moipg5cyYWLVqEjz/+eMiBOkC/xfedd97Bb3/7W0ycOBH5+fmYNGkSjj32WLzzzjtDDtQB+rqAH3/8Mc4991zMnDkToiiirKwMBxxwAB577LERD9TF6yc/+Qm++OILXH755dhzzz1RUlKCvLw8TJgwAYcddhgef/xxPP300xyooxQRIARyDPmPCSbMxZl1RCkQvir34x//OOYixERERERDYTxBRETx0mfWKZjw1AuGlNfw28Ng21TPmXUm4cw6IiIiIiIiIiIii4g+j5qIiIiIiIiIiDKGoAG2oDFztgTeo2kqzqwjIiIiIiIiIiKyCM6sIyIiIiIiIiLKeAKEYI5hZZF5OLOOiIiIiIiIiIjIIpgNloiIiIiIiIgog5WVlUGbPBWTnjAme/iW4w6GsHkDs8GahLfBEhERERERERFlAcGgBBNkLn5KREREREREREREFsHBOiIiIiIiIiIiIovgbbBERERERERERJlOA2xGZYNl9gNTcWYdERERERERERGRRXBmHRERERERERFRxhMMTDAhGFQORWPqYN2MGTPQ1dWFiooKM6shIiKiDLdp0yZIkoS1a9emuikAGOMQERGRcawW51DqmTpY19XVhZ6eHthsxt5t29PTg7q6Omhacm6SFgQBlZWVyMvLM6X8QCAAAMjJMeje8TRnxudr9meYiXhcGicb38tMO09nonQ7Lnt6etDV1ZXqZkSYFeMAmdV/0u04SwbGOdbAY9M42fheZtJ5OlOl23FptTiHUs/UwbqKigrYbDZ8//33hpb75ZdfYs8998TdP5RQVWzusnur2oI489MuPPHEE6ipqTGljsbGRgBAeXm5KeWnm/Dn++f7Z0CpFke0b3tTLwCgqGznoV3v9uPvp6019TPMRDwujZON72W4H99/xSzMnuowrNzmNr2Pjyne2cc9G3w47ZrV7OMjlG7H5a677opgMJjqZkSYFeMAO/vPwkJgsskLlmzuBe7s0EzrP+l2nCVD+PP99wHFmD1mZB9ws1/vA2PEnfGvp7kXC95u4zlwhHhsGicb38twPz7VAUw08OdoZ2jsr6DP3YVbg8ADPvPO05kq3Y7LZMU5AgBbwJgBTN4Ea660XrOuqtiG3UcY5Ixcr8nl01CUahGV8wpGtE9LYw8AoLScV52IrGD2VAfmzS40rLzG5m4AQPmYfMPKJLKqybnA9FyzQ2GmckuV2WNysYc8snil0af/kCt3MEcckRVMtAFKjnHn6bagfk4utvUtk+dpomzEb3oiIiIiIiIiIiKLSOuZdUREREREREREFAdNgM2obLAab4Q1E2fWERERERERERERWURaz6xb1RZEtDXltvmDaO025t7++k6uEZAq9W7/iPcZKsGEFdTX18Pr9ZpStizLUBTFlLKJEvHax83wbDAus1Vbp97Hiwt29vENW1UAgMvliroP+welq829QLS1ilqCQKdBa1BvDxhTDo2cp3nk6yKHE0xsGZBgwgoY51A2WtELNASM+73oCxXlEHaWuT30Z7Q4h32DRkMwamYdmSotB+tkWYbkEHHmp9F/ANoEIGjgGJtNAFRVNa5AikmWZUiSiL+fttawMiVJhCzLhpU3UvX19ah2zoavy5yBQ4ckwu3y8MuaLENVVdgE4Or/tzFpddbW1kZ9XHKIcLnZPyh9yLIMhyjizo7o3xkCjF1u3AbGOckUjmMXvN1mWJmSI/VxjtM5G10mxTmSJMLFOIcsRFVVCAD+l8RTZ7Q4xyGKcHvYN4gyUVoO1imKApfbE/XqncvlQm1tLe77v0LMLk385XlaenH6ex2w2+0Jl0XxURQFLlf0z3c4TU1NAICysrJ+j6f6qpPX64Wvy4/THtkFE50jy3A7nK2uTtx/0kp4vV5+UZNl2O12BDXg4RMmwjneuMytTV36NKAyKb6U865t3Zj/2Fb2D0oriqLA7Ykd55xVCEyKrxvEtCUA3NUBxjlJFCuOHY6V45yuLj/uur4Ss2Y4DC179VofzrqkjudxshS73Q4NwKkOPSOsUcI3dRXEsRTY1iDwgM/PvkGUodJysA7QA51YJ6XZpbnYY2zavrysN9znO5TGxkYAQHl5udFNMsREZwGUmqJUN4MoaZzj81FTIRpWXmO7frtXeRHP75TZhvsenJQDTM81YmFnLveRCpka58ya4cDuuxSmuhlESTPRBig5xi2y3xa6PazYFk+ZPH/TyAkaYAsYcLUvVBaPQvPwZmUiIiIiIiIiIiKL4NQEIiIiIiIiIqKMJ8BmWIIJ42aV0mCcWUdERERERERERGQRGTuzztNiTBr7geWYkZZ+qMWCjZbqxYcJWPGyF1vdnYaW6V3nAxA9nftAPAYo2V52dcK9zbhUaa1+PcFEiRjfWhvrmvRzeDz9YyjsN2RFWwKAESvF6OXsZHScwxgnu7z5XjNWr/UZWmb9Zj3DLOMcsqIVvUBDwLhVu3yhohzC8GVuD22SSIwDsN8QWVXGDdbJsgzJIeL09zoMK1NyiJBl2fS09GZj2vvUUVUVNhuw7Ip1ptURLZ37QDwGKFlUVYVNABa/YuzFjdGKp38MRXKIcLnZb8gaZFmGQxRxV4dxsYhD7BPnzJ6NLn/6xTmSKMLlYT9NFVVVkSMA19+xybQ64opzeL6mJFFVFTYA/zPueuSoJRLjADx/ZiNbgDdYpoOMG6xTFAUut8fQq8Lhqw1ffvklurr8ePCSSlQrxqWlb2rTZ36UFZv3cbjrfTjleqa9TxW73Y5gELj975WYNdO4Y2ckVq/x4dw/8xig5LDb7QhqwP0HlWL2GOPObc3+IABgjJicIMPT3IvTXm9hvyHLUBQFbo+JcY7fj3/ViKgqNKaPNXfrUz/G5Ju3rs2qjiDO/tLPfppCdrsdAQ145JTJcE6wp6QNrgYVJz24mccBJYXdbkcQwJ/LBCh5xpXbHsoGWxRXNtjE1fcAf2/i+ZPIijJusA7QA1kzTzbVigPzZhmXlr6xuQcAUD7GwDM9WdKsmQ7stmtBqptBlDSzx+RiXrlx57bGLv2evXLJmJTzROnI7DinqtCGuaXG9LHtqj7APs7Oq/jZwDnBjhoDL2gTWZ2SB1QaeDGiJbQ0QWlOshbuN+4WXiIyVkYO1hERERERERERUR8aIBiVDZZjvabiZU4iIiIiIiIiIiKL4Mw6IiIiIiIiIqIMJ0CALWDMbdYCBE6uMxEH60bhlU+b4a43Li19W6eeYKK4wLyPY31D/7T3TNGdGm+924zVa4w7dkZi46b+x0AssixDFEWzm0RZwNPca2h5OxNMBIfcpqEzgNZuY0KHDW3Gtp8oHbzR2IvV7UP3sZFo69H7YnGeeesvbfDpbe37/cY4JzVe/r4d7obUpMdct6MbAOMcSq76HsDIewEjCSYCQ2/TFNDQacwpGg0Mc4gsi4N1I6CqKnJswFUPmJeW3mzh1N5MbZ9cqqrCZgNuvDX1x0486d0lScR7732AioqKJLSIMpEsy5AcIk57vSXpdQswdgkNAXofJsp0qqrCBuBv7u5UN2VU+n6/SaIIl4dxTrKoqoocAbjif9tT3ZT44hyHiPfeZ5xDoyfLMiRRxN+b/CbVMHQkwziHKDtwsG4E7HY7AkHgkXOmwTnZuExXTR36JY2ywuR8HK7NPpx0x3qm6E4iu92OYBC46dYZqKy0dpa0ujofLjxvLZqamhjE0qgpigKX2wOv12touU1NTQCAsrKyqM+7XC7U1tbiCJsAWUh8Jo9X07AsqMFutydcFpHV2e12BAHcums+KiVjljVuCc2sKzVxZt1AdV1BnPe9n3FOEtntdgQ04JFTJsM5wdrnS1eDipMe3Mw4hxKiKApcHsY5lIY0wMYEE2mBg3Wj4JzsQM0MybDyGlt7AADlJXmGlUnWVFnpwK67FaS6GURJoSiK4T+UGxsbAQDl5eUxt5MFARMMCGJ1jEQou1RKNuxWbEwg7w3dki7nJ2+wjlLHOcGOGsXaFyWJjMI4h4jMxGywREREREREREREFsGZdUREREREREREWcAW5Gz3dMCZdURERERERERERBbBmXWj8PJXLXBv9hlWXmuXnpu7RMoxrMxY1jXq2X7Cqe1lWeYCzEnyztstWFNn3LFjho0b9eNj1apVAPQFbnmMULrxasasv5JIOfX19YYvPG2koRaxZn+nt3f0oq7TmOu57b16HyrKTd5V/I3+IADGOanw8vftcDdYO6vkuh16tuNwnFNVVcXjg9JOquMcq8c4AOOcoQgAbAFjvuM5P89cHKwbgUha+v9sTXVTDBFObS85RLjcnqw+aZlNVVXYbMA/b9qc6qbEbeHChZG/JUmEy8VjhKxPlmU4RBHL/H4YtWCyQxQhy/KI9qmvr0f17Nnw+f2GtCGZHKIIt4f9PRupqgobgJvW9qa6KYaIxDmiCBePaVOF45wr/rc91U2JWzjOYYxD6cQKcU46xzgA4xxKHxysG4FIWvrTFTgnGZfeuqlTD4rLCpL/cbi2qDjpPv3KCE9Y5rHb7QgGgUv+PR3KbDHVzYlLW7N+XLY09uL6Bet4jFBaUBQFbo/H0Ku9o7kC6/V64fP78dtcAeMsetmxK3Q1XeqTTW67Bjzl97O/Zym73Y4ggFtm52GmZMyB29KjH2eleanpCGu6NFzg4TFttnCc8+BFlXCmSTbYpvZerN7kw6I71vP4oLRhhTgnHOMcYRMgG5aR1ni+UJzj6NNGr6ZhGeMcShMcrBsF5yQ7aqZKhpXX2NYDACgvzjOsTLImZbaIWfMKUt2MuDQ36seld3N3iltCNDKKolgmABsnAJNt1gxkO0IX5Av7BtpBY67SU3qbKQmYU2jMLTLebv2YkvNT1Q+CKao3OzkVB+bNKkx1M+LS2NyT6iYQjYpV4hxZEDDBwoN1naF/Cwa1MctjHU2AEDDoc9Os+/lnAiaYICIiIiIiIiIisggO1hERERERERERUcoEg0GccsopGDduHAoLC1FUVITJkydjyZIlqW5aSnCwjoiIiIiIiIgoC9iCgiH/GSkYDGL27Nl4+umn4fP5AACapqG1tRU33ngjDj300BGX+eyzz2LOnDkoKSlBYWEhCgsLMXHiRPz+979Hd7f1l3rimnWj8PK37XBvNS77TasvAAAoceQYVma81m3X1+twuVym1ZHt6bH7qvfox01TQw86Wo3LtldYkouyCcauedg3wQQRjc6qoIbtmjXXRvGHmiUKO9vXHPoznu8Entsz17tNQazpMmatt/Ze/aAqyk3NujabQuGaWXEO+0F/rnr9B1ZDUzdaOgKGlVtamIMJZfmGlQfsTDBBRKNTFwzCa+E169RQ/GXv08aW0GOMc6zn+OOPx9atWwEAxx57LK655ho0Nzdj4cKF+OKLL/Duu+/izjvvjGTyHs6FF16Iu+++e9Dj7e3teOKJJ/DKK6/g22+/RVlZmaGvw0gcrBsBVVVhE4ArnmtIdVMMV1tba1rZkkOEy53d6bFlWYYkibh+wToAgGADNAPXvDa6vIEkaWQp3YmynaqqEAC8Ydxv1aSK5zvBIYpwe7L73J5pVFWFDcAtGzLvIo1ZcY4kinCxH0TinFNuqAMA2GxA0MC4xOjy+mKMQzQy4RhnuQbAohck+4nSxqyOczQYmGDCmGLa2trw8ssvAwCOOuoo3H///QCAyZMn491338XcuXOxdu1a/O1vf4trsO6jjz6KDNSNHTsWN910E375y1/iq6++wt/+9je89957aGlpwYEHHoivvvrKmBdhAg7WjYDdbkdQAx4+YSKc4427utfUpf+aK5OSP7PObK5t3Zj/2NasT4+tKApcLj3NusvlQm1tLf70wAxMqXYkXPZGtw83n7oWS5cuhdPpNKC1uqamJgBAWVkZrywRjZDdbocG4AibANmiV519oeDVMYr2eTUNy/z+rD+3Zxq73Y4ggGsrbJguGnPctoZm1pWkaGadmdb5NVy+if0AiB7n3HPNLMyennic41nnwxlXrDYtzqmqqsr6z49oJNIhxgEY56ST++67D8FgEIIgRJ0Nd+ONN+KYY45Bc3MzNmzYgKlTp8Ys7/LLLwcA5Ofnw+VyQZIkAMD++++P/fffPzLrbvXq1fj666+xxx57GP6ajMDBulFwjs9HTYVoWHmN7foV7PIifhyZbGCa9SnVDlTOKzCsfKfTiZqaGsPKa2xsBACUl5cbViZRtpEFARMsGsh2hv4tGHX70uBqOo3KdFGA02HMcdsUmqRXloGDddTfwDhn9nQHdncWGlY+4xwia7FyjAMwzkknL730EgBg4sSJKCwc/L1x8MEHIycnB4FAAA899BAWL14cs7wVK1YA0AfnwgN1fd1000247777EAgE8Nhjj1l2sI4JJoiIiIiIiIiIMpwA4xJMGDVUW19fD0Cf6TyU8HIF33777bDlhRNU7LnnnkNuI4r65Ku2tra425lsnMpFRERERERERERJ19raCgAxbzkeO3Ystm3bho0bNw5b3llnnYVgMIhf//rXUZ/3er3o7NTnXu6yyy6jaHFycLCOiIiIiIiIiCjTaYBgVAI0g+4U7u3V18woLS0dcpuCAn35qPCsuVhuvPHGmM8fe+yxAABBEExNtJkoDtaNgmtb97DbNLT1osUXXy9o9evblYjmJpgodeRgQnFyP/J43qtstdEd/UTT3NCNjtb4z6Db1qkA4ktBPhJMMEGUuLpgEF6LrueihhZeto+ifS2hfcPnHZ4jMss6//DRt7dHQ3scX1UdAb2swhxz+0FRDiDnJbevxfM+ZTPPuuhxzjZvN1rb4884vGGLuXEOE0wQjY6VYxyAcU6ydHd3o6ysLK5tw+fdgYKhdN/hW1OjycvLA6BnIx6ttrY2HHrooZEMsMccc0zcbU8FDtaNgCzLkBwi5j+2ddhtbQIQtFgMl6o2SQ4xco85hY4jScTNp66N+rzNBoTOVyNi5lUBSRLhcmVg6nIik6iqCgHAcg2AZrEvg4ESaF/4vOMQRbg9PEekO1mWIYkiLt/kH3ZbG4CRfVWZ2w9G3h5jSCJjnIHCcc4ZV6yO+vxo41Gz4hzJIcLl5vmLKF5pFeMAjHPSgM2mp1KINWsuPEgXHrQbqcWLF+O2226LzOLba6+98MADD4yqrGThYN0IKIoCl1tPSx9LOGX9w8dNgLM8f9hym7r0S9Nlknkz61yN3Zj/RIPhae/jwSsR/SmKApcr+nEUPnb+vXgWZk9zpKB1OzW36SeyxqYeLFiymqnLiUbAbrdDA3B0jgDZohedfaHg1ZHgVXGvBjzn9/MckQEURYHLE3+c87dpOZgxTNbY1l79OCsxMRvsWp+Gi9cHGONYRDxxzv/bvwizS829o2Q4zWoQda0BXPBRJ89fRCMQjnGOsAmQLTyzzrg4R8OyDItzbEHjPrf8/PwhZ8zFKzc3F93d3WhpaRlym/Aacw7HyH4jv/nmmzj55JMjZQuCgPPOOw/XXnvtaJubNBysG6GBaeljcZbno6Zi6KmcYY0d+qBIeaH5H4fRae9pdIY7jmZPc2De7MFpq5OpsVm/hXlzI29lJhotWQAmWjSQ7Qz9W5Bw+9LgqjrFbSRxzgyHgF2k2MfPjh7937FJuEWVMY51DBvnlOZgD3l0syOMst2XirmYRJlDFgRMsGiMAxgZ5wCMdcxVUlKCrq6uSFbYaMIDgpMmTYq73LPOOguPPPJI5P/33HNPLF26FFOmTBl9Y5OIg3VERERERERERJR0U6dOxdatW7Fq1aoht9mxYwcAYO7cuXGVefTRR+P1118HoA8GPvnkk/jxj3+ceGOTyJbqBhARERERERERkfmEgDH/GeXQQw8FADQ0NKCjo2PQ86+99hoCAb3CU089ddjybrvttshA3V577YWNGzem3UAdwME6IiIiIiIiIiJKgdNPPx02mw2apmHhwoWDnr/ooosAAGPHjsWMGTOGLe+GG24AAEyePBnvvPNOJIFFuuFtsCZ62d0JdxzrfbX69VHiEtG8hXbXNemLxjD9dHrwrI+eCadhRzdaQ2scmqmkMBf2PP2k1hg6doho5LwaAGjo0DQMn18zudTQ8it2of86LCKAwhGs7+LlMi5Z672WINb6Yh8rHQH9ACnMMW9do82hgzkc4wCMc6zO0zJ4Ssa2riBaupOzjlxpvg35OUBdq4FTQ4iyjLdPllVrxjl6++wDYpqRxzmZFegIGiAYdKoVDHprCgsLceihh+J///sfnnnmGTgcDlx55ZXYsWMHFi1ahNWr9eziixcv7rffmDFjAADzJqHjvQAAUHBJREFU5s3DW2+9BQDYsGEDWltbAQCXXHKJMQ1MEQ7WmUBVVdgEYPFrO1LdlEHC6aeZpt6aZFmGJIlYsGR11OdtAhBMwvfFwHokSYQsy+ZXTJQhZFmGQxTxnF8PXQWkz9LEeltH1lqHyHNENlFVFTYAt2+11gL94RgHACRRhMvDOMdqZFmG5BDx+3fbBz2XzPNk37okB89fRCMRjnGW+f0I9yRLxzkDBtsY51jTo48+iurqamzZsgVLly7F0qVL+z3/y1/+EgsWLOj3WE+PPqmkb/bxF154IfL3Oeecg3POOSdmvRdccAGWLFmSaPNNwcE6E9jtdgQ14KGjx6E6jkxXTT79ql6ZIzkp7N3eHpz83PaMSj+dKRRFgcvl6XfCCXO5XKitrcWDh49F9VjzMqi5d/TglP/twJ133omqqiqUlZVxhgLRCCmKArdH78vhvvubHAGyhZKm+ULBq6PP1WWvBjwT0LB06VI4nc64y+I5IrvY7XYEAdwwIwczxdgHdWuvfpyV5Cbv4F/j13DRWj/jHAtSFAUu9+A4J3ye/HOZAMXkJLH1PcDfm7RInFNVVcXjhGgE+sY4wM7+e4RNgGyh7LDR4xwNy4KMc6zIZrPB7XZjwYIFeOGFF+Dz+SAIAkpKSnD22Wfj0ksvjaucWEkq0g0H60xULeehZqJ92O0aO/XBuvKC5AzWkbUpihLzy6B6bB7mTcg3vR1VVVWYO3cuysvLTa+LKBMN7MuyAEyyWSeI7QhdVO53K0hoSq3T6URNTU0KWkXpZKYoYJeC2OvA7OjRj6mxeck89q0144/6ixXnKHlAZb7Zx4p+TDLOIRq9aP1YFgRMsNBgXWfo34JBbdKyPs4RAtacB2mz2fDAAw/EvX20ZBS33norbr31ViOblTLpudIeERERERERERFRBuJgHRERERERERERkUXwNlgiIiIiIiIiokxnYDZY62YVyQwcrDPRK3VdcHu7h92uTdV7S7E9ORMd17f0AtAXAwW4YGa6eWWND+4dPaaVHz4+wotzMsEEkTFWBzVs16wT1fhDTRGFnW1qCf0Z/n6IF88R2Wl5axBrfbGP6Y7QujiFOclbx2hTt14n45z085lPw8Yec8+TDXqYE4lzmGCCyBh1wSC8FlqzTg3FXPY+bWrR+n8/xIvfI5QKHKwzgaqqsAnAlW+3pLopMdXW1gLQU9a73B6egCxOVVXYbMBV77Umpb6FCxdG/pYkES4XjxGi0VBVFQKAt9Jozfvw90O8HKIIt4fniGyhqipsAG7bbO2DOhLniCJcPD4tLRw7P9yWvDrDcQ7jYKLEhOOc5RoAC12UjIjSpmyPc6yaYIL642CdCex2O4Ia8OChZageO3z++SafHuyWOZK/hKB7Rw9OebEJXq83Y04+mcputyMYBB5eNB3OCtH0+po69EvP21p6Mf+2dTxGiEbJbrdDA/C7PAHl1rngjK5Q8ColeBW8UQOe9Pt5jsgidrsdQQDXT83BdDH28dPaqx9nJbmpOfjX+TVcsoHHp9WFY+e79nRgVlFy4uHmbg1rO4K46FseH0SJCMc5R9gEyBaaWecLxTmOBNvk1TQsY5xDKcDBOhNVj83DvPH5w27X2BkAAJQX5JjdJMoAzgoRNTMKTK+nsVW/1XZT4fC3chPR8MoFYLLNOkFsR+iiamGigXWQV2ez1XRRwC5S7OMnvGrD2DzrHPtkXbOKbNi9NDnx8HbV2jNDidKNLAiYYKHBus7QvwWGtImxDiUfB+uIiIiIiIiIiLIBL7SmheTfd0lERERERERERERRcbCOiIiIiIiIiIjIIngbrIleWeuDO7xYSwxtoTUziu3JHztd36onERhp+uqRYKprY7k2+ZNST98EE4C5x0g0PG4o0zRqAIIa2jUNPgvcfeAPtUEUEmtMkwFtofT0fmsQ6/yx1wLqCGWcK8xJzTpGm1W9frO+w/hdZazV7clbRy6cYAJIfowD8NihzOMNJXTo0DQk59dKbGqoPfYE16xrsWKG20RoBmaDzbC3xmo4WGeCcPr5q95PYv75BI00ffVISA4RLnfmpLpOFVmWIUki5t+2Lul1C4LN1GMkGtEhweN28bihtCfLMhyiiCf9eugqIPNiGwH6dx9lB1VVYQNwR0P6LNBv1neYJIpweRjjJEqWZUgOEWd94Ut+5bbkxzgAIEoSPC7GOZT+wnHOMr8fgGa9OMeAwTbGOZQKHKwzQTj9/AO/KkN12fBvcZNfD3bLxMy7K9nd1ItTX25iqmsDKIoCl8sDr9eblPqamvT5Mtu2bUNtbS12O/CfKBhTmZS6O5vrsOLNP/K4oYygKArcHr3vulwu1NbW4iQ7MCHFCdM6Q7FrQYLtaNCAR1T9u4+yg91uRxDAn8sEKHmxt20PLWJdZKFMyEap7wH+3uTnd5UBFEWBy528GAfQ45xVq1Zh4cKFKLnlMuRWTk1a3b11G9B6wXU8digjRItzjrAJkFOcGdYXGqRzJNgOr6ZhWVDLoDhHMzDBhKWGZTMOB+tMVF2Wi3nj84fdrrErAAAol5KTqp7Sl6IoSQvqGhsbAQCbNm0CABSMqUTxuDlJqZso0wzsuxMEYEqKbgsMaw8FsUWJBtNG3UpBaUfJAyrzYx8/LXqIg9IUH+/m4LFvpGTGOMDOOAcAciunIm9OVdLqJso0A/uvLAiYkOLBus7QvwWGtIPne0q+zJvKRURERERERERElKY4s46IiIiIiIiIKNNpAAIGrTnLCYem4sw6IiIiIiIiIiIii+DMOhO9ss4PT1PPsNu1qfrIdrE988ZO17Xqi9W4XC4ATFOfzjqb6wAAalcjelVzMx372jaaWj5RqjVoAAIa2jTAl6KrkuF6HUJiDfDyqmrW+synYWNP7AOgM3TxvsCWeQdKQ6/+bzjGARjnpKveug2RvwPbd0Br6zC1vsDGraaWT5Rq3tC6uB2aBn+K2qCG2mBPcM26FgOyyRKNBgfrTKCqKmwCcPWH5g5opJPa2loAgOQQ4XJ7GMimEVmWITokrHjzj/oDgg3QDJo6HYtgY4p0yjiyLMMhinjEr4euAjLjDgIBYH/NIqqqwgbgYYY5AHbGOAAgiSJcHsY56aKsrAyiJKH1gut2PmgTDMyUGIONcQ5lnnCcs8zvB6BZI84xYLAt4+KcYBJ+y1HCOFhnArvdjqAG3LWnA7OKhp8t19ytn0DGDJNRLd2tbg/irC98TFOfZhRFgcft6peOfbdf3IHCskrT6uxoqsOK187JoBTpRDpFUeD2ePr1pxPzgfEpmFjdFYpdpQS/erYFgUe7wf6aRex2O4IA/lgCVAwTSbaHfg/EEQ6lvU29wD9b/Yxz0khFRQU8Lj3GARA5L4+984/Iq6owrd6eVZuwY+E/ed6kjBMtzjk6R4Ccgp+5vtAgnSPBmXVeDXguoLG/UtJxsM5Es4ps2L00Z9jttodugx2XgbfBUmYYmI69sKwSxeVzU9giovQ1sD+NtwEVtuRHse2hILYowSDWAtfMKUUqcoGZebGPn5aAfnyU5mT2BUkd+0I6GnhOBoC8qgrY585MUYuI0tvAPiULwMSEY42R6wz9W8A4pz9NMzDBRIa9NxbD0SEiIiIiIiIiIiKL4GAdERERERERERGRRfA2WCIiIiIiIiKiLCAwwURa4GCdid7c1ovV7YFht2vr0e/1Lh5m3Zd0Vx9azdzlcgHQswVxAeb01NFUN+gxtbMRPWqrIeX72jYZUg5ROtgWBMLrobRpgC9Jy3/4Q/WIwugqdAhAsRBuP2WjL1VgU2/s46crdHxItsxf16YxFPIxzkl/PasGxyGBxmYEWzujbD1yvRsaDSmHKB14NSAc53RoGvxJqlcNfe3YRxnniAAKBSHUfqLk42CdCVRVhU0ArndlUHpnA9XW1gIAJIcIl9vDQDaNyLIM0SFhxWvnDH5SsAGagb/aBVtmpUgnGkCWZThEEY/6d4atAtJnGeO+bXWIImRZTmVzKIlUVYUNwGMdqW6JNUXiHFGEy8M4J53IsgxRkrBj4T8HP2kTgKCBZ2gb4xzKbOE457m0jnNCGWUzLc4xKsEEmYqDdSaw2+0IasBDvxmHajl/2O2bfPql2DLH8JljM4Xb242Tn9kOr9fLIDaNKIoCj9sFr9fb7/FwavZZf3gY0iRnwvV0bXFh9b3zmSKdMpqiKHB7PJH+FO5HZxQAk5LwddARitMKR7F67ZYAcE8nsHTpUjidTs4gyjJ2ux1BAEsm2zAtP/ZdAW2hbLDFWZENdqf13RoWb/YzzkkziqLA4xo6zqm493TYqyYlXI+6ags2/eE+xjmU0YaKc051ABOTsHJ+Z2hUsGAUXz9bg8ADPsY5lFocrDNRtZyPmknDfwk3duiDdeWF2TNYR+lrYDr2vqRJThROq0lyi4jSV7T+NCkHmJZr/sBGW2iGSLFtNHXp+zqdTtTUsM9nq2n5AqodsY+fpl7937IkHNNERogV59irJsGxx9Qkt4gofUXrTxNtgJKECziMcyjdcbCOiIiIiIiIiCjTaRpgVIIJLV1uak5PSZiASkRERERERERERPHgYB0REREREREREZFF8DZYIiIiIiIiIqJsEAikugUUBw7Wmcjt7R52m4b2XtS36KsvF4vmTnQsFW2YUGSNjzye94bST9cWl2nl1NfXD8rOZgZme6JU+6Yb2BIwfw0QX6gKhzDyuraHYjyXS++r7DfZaX338MfOOjWIzgBQaPJi4oU5gGyhJBbxvDeUftRVW0wpJ1kxDsDzNaXeil6gwepxTmgXxjmUStYYuckwsixDcog4+Zntw24rIJxrxnzJrCsekkOELMupbgYZQJZliA4Jq++db1iZokOKHB/19fWonj0bPr/fsPKH4hBFuD0efiFT0qmqCgHAs+Yf5oapra0FwH6TbWRZhiSKWLx5JAeruRGI1WIcAJBExjmZQpZliJIDm/5wn2FlipIDsiwnNcYBeL6m1AnHOf9TU92S+GVknKPBwAQTxhRD0XGwzgSKosDl9gx7hczlcqG2thYniMB4G1Bg4sS6rQHg3z5g6dKlcDqd5lU0ArxCkTkURYHH7TL0qnDf48Pr9cLn9+NUh57u3Sxbg8ADPj+8Xi+PTUo6u90ODcDJIjAhCSvKdoYCrIIEJyM1BIGH/Ow32URRFLg88cc5vxSAyTbzDmqvpmFZULNUjAMwzskkiqLA43KbEud8+eWX8Pn9OMImQBbMnR3q1TQs4/maUiQc5/wmR4CchInQvlCmUkeC/cqrAc+w31AKcLDOJIqixN2Zx9uAihyg2GbmWUs/WTmdTtTU1JhYD2WrkRzzozXRBiim3krFy0OUehNMP8517UH9eC9K+LuH/SYbjeScXyYImGDyIASgMcYhU5kd58hJ6ScAz9mUarIATDL1d6+uI3SoFybar4LsM5QaHKwjIiIiIiIiIsp4moEJJjiQaaYk3GhDRERERERERERE8eBgHRERERERERERkUXwNlgLcPUC24KjSysdL28o4Us4/XRfXACZ0oXZqd4HpmkH2D8o+RqCQDJuK4gkmNASq6vBoIRilLnWBTV0wrwDpSV0DEeLcQCexyk91AWD8Jq8Zt3AvsK+Qang1ZCUdeDCCSbaEuxW3ky701MDNKNug82098ZiOFiXQuH01a90J6/OcPrpvjIqFTVlpGSneu/bT9g/KFlkWYZDFPGQ35/qpoyYQxQhy3Kqm0EWo6r6SftjICk/zKLFOADP42Rt4RhnuQYgwYsn8Qr3FfYNSqZwnPNM0uOcxPsV4xxKBQ7WpVA4ffUx+UC5ABQkIwHUAA0a8AhTUZPFhfvKSXZgQhL7CfsHJZOiKHB7PPB6vUmpr6mpCQBQVlaWcFmcnUHR2O12AMAvBWCyLTUrr3g1Dct4HicLC8c4v8kRICcxxvFqwDPsG5REjHOsQgOCTDCRDjhYZwHlAjA5ByhKSrr2AUy8pZDIaBMEYEpOEvsJ+wclmaIoSQsGGxsbAQDl5eVJqY+yV5kgYEIqYpwInsvJ+mQBmGRLYj9JwmxXooEY5xDFjwkmiIiIiIiIiIiILIIz64iIiIiIiIiIsoFRCSbIVJxZR0REREREREREZBGcWWcBngCwPQg4hOSvHRFORR1O4W6GzFqQk1KpQUNS15FrMKCq+vp6rFq1CoAxC9wOxP5FRFa3LqihE8GU1N0Syq5pVpzDczAZxashqevIeQ2qysw4h/2LiLIZB+tSSFVV2AC82ZvqluxM4W4GSRThYlp4SkA41fsjSU/1nliq9vr6esx2OuHv6jK4VTuJkgSPy8X+RUSWo6oqAOBjIOWL2ZsV5zhEEW7GOJSAcIzzTJrFOIAe5zids9HVZU7bJUmEy8X+RWQozcBssBoT1ZiJg3UpZLfbEQTwlwkClHwBxcnMcpkk67s1LN7MtPCUmGSneu8rkau6Xq8X/q4uFF35J+ROnwJbabGhbeutW4/WC5ewfxGRJdntdgDALwVgsi3zVl7xahqW+RnjUGLSNcYB9Dinq8uPK6+diunTRZSWGvfTsq7OhwvPW8v+RURZi4N1FqDkC6gUBZTlZt5gHZFRkpnq3Wi506cgt7oSOWPHpLopRERJVyYImCBkaozDWQWUuHSOcQBg+nQR1U4JY+W8VDeFiIalAQGjbu3jd6CZMu8yJxERERERERERUZriYB0REREREREREZFF8DZYIiIiIiIiIqJMpwFawKgEE8YUQ9FxsM4CPusMol4VUJiBCSa29Og92OVyAWAKdspO6oefo3f9JtiKCgwtN7BxCwD2LyKytnVBDZ0IproZhmvR+sc4AM/DlJ0+fL8V69f5UVSUY1iZGzfq2aTZv4goW3GwLoVUVYUNwEM7AH1YOnOHpmtrawEAkijC5WEKdsoOqqoCNhu67l1qaj3h/iVKEjwuF/sXEVmCquo/tj8GgGDmxzgA4BBFuBnnUJZQVRU2G3DvXQ2m1dG3f0mSCJeL/YsoMRoQZIKJdMDBuhSy2+0IAjizGJiUCxRl+AqCG3uBW1r8TMFOWcNutwPBIIqvOwe50yfDVlpkWl29dRvRsugG9i8isgy73Q4A+KUATLZleJADwKtpWOZnnEPZw263IxgErrx2KqZPF1Faat5Py7o6Hy48by37FxFlDQ7WWcCkXGBaHlCagbfB9seRd8pOudMnI9c5AzlyaaqbQkSUdGWCgAlCpsc4YYx1KPtMny6i2ilhrJyX6qYQEWUMDtYREREREREREWU6TQMCBt0Gq/EClZky/54EIiIiIiIiIiKiNMHBOiIiIiIiIiIiIovgbbAWsCU0C7Uo0H8aaXMA6MiAmaWFAjAmR08wQZSN/O9/hdx1m2ErKjCtjt6NeiY2l8s16jJkWeaizURkuCZNg2PArTIdmgZ/itpjJBFAYWg9Pi9vB6Is9eH7rVi/zo+iohzT6ti4Uc8uzTiHKHGaUbfBkqk4WJdCsixDEkXc3RY9XLUBCCa3Sabo+zokUYQsy6lsDlHSqKoK2Gzo+td/klZnbW3tqPcVJQkel4uBLBEZQpZliHY7XlVVINA/ohGQGakY9Nex85U4GOdQFlFVFTYbcO9dDUmrM5E4R5JEuFwexjlElBY4WJdCiqLA5fFg1apVAICysrLIcy6XC7W1tbh+ag6mi+mbQW2dX8MlGwJYunQpnE4nr2hRVrHb7UAwiMln/gP5kyqRWzQm1U0akrrRg/pbFsDr9bKPEpEhFEXBBx9+iKampqgxzh9LgIo0jkQ39QL/bEUkxgE4c4eyi91uRzAInHHbVEyqFFFUZt0OvdHtwz9OWcs4hwgaEDRqZl0mXHazLuueUbOEoigQRREAUF5ePuj56aKAXaT0HawLczqdqKmpSXUziFIif1IlHNN2RV7p4D5ORJTJKioqUFFRETXGqcgFZualc4yj/0hhjEPZblKliGm7SSgtz0t1U4iIMgYTTBAREREREREREVkEZ9YREREREREREWU6TQOMSjDBxEqm4sw6IiIiIiIiIiIii+DMOotb5zdntNrbo6E9YErR/WxW9fZHS7PORZgpW3R88w7ULXXIkYpT3ZQh9WzbAKB/X2UfJSIzbeoFzFqcujkAdJp8wb8xFEdFi3EAnkMpe3zzViu21vkhFeekuilDalivAmCcQ0Tpg4N1FiXLMiRRxCUb/KaUbwMQNKXk6KKlWZccIlxupk+nzKWqKiDYsP2Zm1PdlLj17auiQ4LH7WIfJSJDhWOcf7aaE+MAyY1zosU4ACCJIlwexjmUuVRVBWwCnr2pIdVNiVu/OEdywONys49S1tECPaluAsWBg3UWpSgKXB4PvF6v4WW7XC7U1tbirh84UFWUmitgq9oDOOszH9OnU0az2+2AFkT1r++AJM9CnlSW6ibFrbPRhe8em88+SkSGMzPGAXbGOVeMFzA1PzXZZjd0a7hmm5/nUMpodrsdCGqYcvNxsFeOR+6YglQ3KW5+z1asP/0B9lEisiwO1lmYoiimfnlUFeVg9zHWna5OlCkkeRaKJs5FflF5qptCRGQJZsc4ADA1X8BsMTWDdTouvE3ZwV45Ho45k5E3zrrLfRBRiKYZN7OOCSZMxQQTREREREREREREFsHBOiIiIiIiIiIiIovgbbBERERERERERBlPA4K9xpVFpuFgXRZb1R6I+vg2fxCtPcZ1vJI8AePF/pM4h6qbKBN1eVcDAPJa+yeYUNsa0OtvMayeXLEU9uIJhpTV2egypBwiolTZ0D04ltnRq6HDwDSxhTZgbO7gdfGi1U2UqdS6bQCAnjEt/R7v2daKQIvPsHpySh3IG19iSFl+z1ZDyiEiMgsH67KQLMuQHCLO+iz6l6cNgIFx7JDlSQ4RsiwbWBORtciyDNEhwf3sOUNsIcDYK1LGlic6JPZRIko7sixDEkVcs82PgedEc8660UuURMY5lNlkWYYoObDxT09E38AmAEEDe5zB5YmSg32UiCyLg3VZSFEUuNweeL3eQc+5XC7U1tbiH9V5qJQSz6BW16XhfHcPli5dCqfT2e85WZaZKp0ymqIo8LhdWLVqFQCgrGznzLpwX9u15iJIhYn3g66Oenz/5Q1R+9posY8SUTpSFAUuz+A4J3zePcImQBYSj3G8moZlQW3I8y7PoZTpFEWBx+WOGeco9y2AvWpiwnWpq7ai/vR/M84hSpBmYDZYjdlgTcXBuiylKErML6dKScCcIiPyj+hz6pxOJ2pqagwojyi9KIoCURQBAOXl5YOelwoVFJfOMqw+9jUiothxjiwImGDAYJ1O43mXstpwcY69aiKkPaYaVh/7GxFlCw7WERERERERERFlPA0waGYdE0yYy4ipU0RERERERERERGQADtYRERERERERERFZBG+DpajqujQMlxO2sVtDW2/sqa8b/fq/Lpdr1G3h4q+UyXY0forO9vqEy/H7GgCwrxERDccbx4LYHZoG/zDbtITKSeS8C/DcS5mt/fUV8K/amnA5PRv0hDGMc4gSpMGwBBO8C9ZcHKyjfmRZhiSKON89XIiqT8uMPZy3U21t7ajbJIkiXB4Pv1wpo6iqCgg2rHU/ZGi5ifQ10SHB43axrxFRRpJlGQ5RxDK/H8P9whCG3WKnRM67AOAQRbgZ51CGUVUVsAlouPZ5Q8tNKM6RHPC43OxrRJQWOFhH/SiKApfHA6/XG3O7cDr2xRMETMs3KqPaYOu7NSxp8MPr9fKLlTKK3W4HtCB2O/CfKBhTmermoLO5Dive/CP7GhFlLEVR4B5BjHOETYBsWNbY6LyahmV+xjmUeex2OxDUUPnvk+CYPT7VzYHPsw11Cx5hXyOCBi3YbVhZZB4O1tEgiqLE/SU2LV/AbNHcQJYnAcpkBWMqUTxuTqqbQUSUFUYS48iCgAkmD9bpGOdQ5nLMHo+CPaakuhlERGmHCSaIiIiIiIiIiIgsgjPriIiIiIiIiIgynaYBhiWY4MxwM3FmHRERERERERERkUVwZh0lZH33yEbTd/Rq6Ig3hSyALT16+fGmaW9qagIAlJWV9XucqdrJqjqb61LdBADDt6O+vn7YRdmTgX2ciJLFO4oZAx2aBv8Itm/RGOdQZvN5tqW6CQCGbwfjHCKyGg7W0ajIsgxJFLGkwY+RLIxsswHBEQzWhSWSph0AJEmEy+XhlxxZhizLEB0SVrz5x1Q3JUJ0SJBledDj9fX1mO2shr/Ll4JWxUeUHPC43OzjRJQwWZbhEEUs848sxgEAmwAER3FXUMJxjkOEy804h6xDlmWIkgN1Cx5JdVMiRMkxZJzjdM5GV9dIhtqTi79lyDgatACzwaYDDtbRqCiKApfHM6IrUC6XC7W1tbjlnzMxs9JhSrtaWnoBAKWlOw/tNXU+XPDHNUzVTpaiKAo8bpclruKGDXXV1uv1wt/lw24PHIOC6vIUtGynnqYuAEBemRR5rNPdiBWnPs0+TkSGUBQF7hHGOMDOOOfhY8pRXZ5vStuaugIAgDIpJ/KYu7Eb859u5DmQLEVRFHhc7rSJc7q6/Hjwoko4FXN+o8SrqV3/LVNWtPO3jKveh1NuqGMfJ8oyHKyjUVMUZVRfGDMrHZgzp8CEFgFer75YpiznmVI+kZFG24dSpaC6HMXzJqW0DWpjBwDAXl6Y0nYQUWZL5PxcXZ6Pmkl2g1uka+zQf8iXFzKEJ+tLtzjHqTgwb1Zq44vGZv23TPkY/pYhk2gGzqxjgglTMcEEERERERERERGRRXCwjoiIiIiIiIiIyCI4h56IiIiIiIiIKONp0AI9hpVF5uFgHSXdu2+3YE2dOVkl20OLshb1WZR100YVgL7w83CYFp1oaN5XPOj0bE9pG3rb9ExtucVi5DHfuv/f3p2HR1Hs+x9/ZyOTEEjIxmoiIEtQUBC5ioCKAoqsYqIgKiqoCC4/XABB5MgBRb0s14N6BD1yBOHKftkOgqwqm7KIkIQlGAQhhCyQfZ3fH8MMhExCMvQkQ/J5PU8e43R3dXWlqvlOdXVVMlC2Nu4I3RdEpDz+E5tBTKJRK+0VdSG7EIDapksvx/yRbPnSdbV7oO5lIqVbuyuFmBPO+Y5SVhcyLN9late89F3m+BlL7KM4R6R6UWedVJicnBzc3WHaf5+slPMPHjz4qvtoWXSR4qxt9+jffqjsrJSqLG3cEboviEhZ5OTk4O4GE35IqZTzX+0e6GsyER2re5nIlXJycvBwg4lzK+c7Slk5Lc7xMREdo3uDiKtRZ51UGG9vbwoL4d+vNiGikenqBzgg+eIqaYEOrJIWfTKbp2bGaVl0kStY2+74OY0Jb+GctltWF1IuPnGuUzH/fMXHZvP3ocd1XxCRq/L29qbQDJ+2M9HczznTQqfkWl45qlPDrVzHHU4v5KU92bqXidjh7e1NgRm+GdKQiHrOWcm5rJIzCgAIrOlRIeeLPpPDk1+f0r2hGjEbuBqsWavBOpU666TCRTQy0a5pTaekfTb14nLnAVruXMRo4S1MNL/NOW23rFISLW28TojauIi4puZ+7rQJcM4X7cQcy2uwId5aI07EaBH1vGkX5lOpeTh7cUqf0Fr6mi5S3ekuICIiIiIiIiJS5ZkxF+YYlpY4jx7LiYiIiIiIiIiIuAh11omIiIiIiIiIiLgIvQYrFW7tnvPEnHTOsujnMy2Tsvr7ln+umONnLRNt2lsWXUuai1gWW7AnKSGP9NT8CslDxgVLG69Zu2gb9wvwJKiu8fPYlXTNIiIl2XA2nyNphU5J+0Ke5ZWj2l7lW2AiPsuSH3sxDijOEQHLYgtXOnM+n9SsggrLw/mL5/L3KRrnBPh4UM/f+K/u9q5ZqjrjFpjQa7DOpc46qTA5OTm4u8OEBacqOyulsrcsuq+viehoLWku1VNwcDC+vib+PvS43e1u7mB2zvfSMnNmHnx9TQQHBzsncRGpMnJycvBwgw9ijPoSZDx7MQ6Ar4+J6BjFOVI9BQcH4+tj4smvi39HcQcqOcQBnJsPXx/FOSKuSJ11UmG8vb0pLIRZU2+ieRPnrLSUct4yuqeOgU+eDsdlMWL0US1pLtVWWFgY0dGxnDt3rti26OhoBg8ezGtfN6VRhPNXUEtLtrTxWoGX2vjJ6CxmDDnGvHnziIiIMPycGnEiImXh7e1NgRm+GdyAiLo1nHKO5ItvEAQ68AZBSaITcnly3l+Kc6TaCgsLIzqmeJxjjXE+vsmTpj7lG83qqNR8y0ilAM9L5zuWZeaNo/mKc0SqGXXWSYVr3sSHNq38nJJ2YlIeACFBxr8OJ1KdhYWFlRrINYrwoWnbmk7PR+pZSxsPCC3exiMiImjXrp3T8yAiUpqIujVod4NzHl6cTbM8sAitpRBexEilxTlNfdy42a9ipnpPuviqe1CRV90tY+oU54ghzAa+BmvWa7DOpAUmREREREREREREXIQey4mIiIiIiIiIVHlmzAVGLSyikXXOpJF1IiIiIiIiIiIiLkKddSIiIiIiIiIiIi5Cr8FKhduwLYUjcVlOSTst/eJKkX7GVe34U9mAZUUoK62aJFLUyWhLm045k0tGaoHTzpN5wdLGfWtfauNnjxs1lF9E5NqtPZROTIJz7kvnsy33V3+TcavBHr+4OJc1zlGMI1LUsSwz1kUeEnPNXHBemEPaxdVga122GuzJbL1qKAYyFxr3Gqy5ECpmoeRqSZ11UmFycnJwd4ep/3OysrPikMGDB9t+9/U1ER0dq2BWqr3g4GB8fU3MGHIMAHd3KCys+Hy4u1vuMSIilSUnJwd3N3hn7bnKzopDrHGOr4+J6BjFOCLBwcH4mky8cTTb9pk71m67iuWO4hyR6kaddVJhvL29KSyEf3x4E82a+DjlHKnnLaNuAvydV7WPxGUx8q2jnDt3ToGsVHthYWFER8dy7tw5oqOjGTx4MJM/bUyT5iannO98iqWN+9e51MbjDmcz7qXjeHt7O+WcIiJl4e3tTaEZ/h1Vl5ahNZxyjuRMy5CeQF/jRtZdLuZsLk99l6AYR4SLMU6sJcYBbHHOO3XdCK/hnOFEFwoso+hqe1xKPz7XzKQEs+IckWpGnXVS4Zo18aHNzX5OSfvcxVc5goO8nJK+iBQXFhZW5Etdk+YmItrUdMq5khMtbTwwRG1cRFxTy9AatGvonAcWZy9O9xFq4HQfIlKyK2McgPAabrQwOaez7uIzSep4Xpm+XoUVY5gNXA3WrHrpVFpgQkRERERERERExEXosZyIiIiIiIiISFVnNm5kHWazFphwIo2sExERERERERGRSlNYWMiQIUMICQnBz8+PWrVq0bBhQ957773Kzlql0Mg6qXBH4rIAOJuYy/k0Y9c+T7s4l0utK+Zy8a/lQWiIMZM9W/MvIvbFHbasmnYuIY+0C/mGpp1+wXLP8KvtQa3angTX9bKdT0TEFcSczQXgTFo+qVnGrht5IduSXm1T0eftAT7u1Kt17WG9Ne8iUrL4XMs8XUn5ZtINXho2o9CSdl1PN4IuzltnPZ9IVVZYWEiLFi04ffq07TOz2cz58+f58MMP2blzJ6tXr67EHFY8ddZJhQkODsbX18TIt44C4O4OhRW09rnR5/L1NREcHGxcgiJVgLWNj3vpOOD8Nn55+mqTIlLZgoOD8fUx8dR3CQC4u0FhBX3HNvJcvj66n4rYExwcjK/JxKSEbMCMG85b9sHNsgyA7f99TWqXYhQDX4M1sAUMHDjQ1lEXFRXFpEmTSElJYcSIEfz6669s2bKFWbNmMWLECMPO6erUWScVJiwsjOhoy/LntqXPZzcmvLlxK6ZduLiEUu06l6p2/OFsJg07zrx584iIiDDkPMHBwcVWhhKp7uy18c+mNKN5Ex/DzpFy3tLGE5PyGP72EVu7VpsUkcoWFhZGdEzRe+DXfYOIMHCF+uQsy+jiQB8P22fRSXkMWZFkWJyj+6mIfWFhYUTHFm3j/T3cCDZwzq4ss5lkM6wppEibVruUquzChQusXbsWgH79+vHVV18B0LBhQ7Zs2UKbNm2Ii4vjgw8+UGediLNcufx5eHMTLW6raVj6KYl5ANQJKR4YR0RE0K5dO8POJSLFXdnGmzfx4dYIP8PST0yyvKL1l7/lv2rXIuJKrrwHRgR50ba+t2Hpn82wdNaF1vQotk33QxHnu7KNB7tBfTfjeusyAOtoJbVpcQqjF5gwwOzZsyksLMTNzY3PP/+82PYPP/yQRx99lJSUFOLj4wkPDzfkvK5OC0yIiIiIiIiIiEiFW7NmDQD169fHz6/4Q/4HH3wQDw/LQ6q5c+dWaN4qkzrrRERERERERESkwp04cQKA5s2bl7iPdc7G3377rULy5Ar0GqyIiIiIiIiISJVXSGFBtmFpGeH8+fMApc7LGBQUREJCAn/++ach57weOLWz7uTJk+Tl5XHzzTc78zTXvYICy/wj1qGd1UF2tuUGMebxo9TwNm6eh4tFyeVFmZtjeZc+MjISk8m4xSyquupYL52lOpaltY0PfiWGGjWMb+MFBWrX1+p6q5fHjh3Dy8u4ifqvlWKcsrne6plRrPfA/osS8fYw8B54cclXD/dLaebofuiQ6lo3naE6lqW1jS/MN+Nh4IqYZuBiqKM2fY2ut3pZUXFOTkE2Mef3GJaWucBMYGBgmfZPTk62+3l+vmUBuYCAgBKPrVnTMs99VlZW+TJ5HXNqZ52vry+ZmZkUFhbvcS0oKCAlJYU6deo43ICuNQ1XyAPA8ePHAWjSpEml5aGi06hRowYtW7Y0PA9xcXHAFWVpgmB/y6/26qLReXCFNFQvjUvDFcrSiHxUxTbufzEuuFq7vtL1VpbOysP1Vi+9vLzw9fV1NKuGKy3GgapTT641DVeoZ0akUd7jKzLO8QZqX/z9eohzXCEPUDXiHFfIA1SNsixvGs5u4y0vlmVFxziukkZ1rJcVEecEBASQmppKoa1L+Np4eXiRm5t7zelY63lpndPWjsycHIMWx7gOuKWnpxv3KKAcDh06RIcOHdi1axetWrWqlDRcIQ8A7du3B+CXX36ptDy4QhoqS+PSUFkal4YrlKUR+VBZGpcPlaVx+TDiOlxVVakn15qGK9QzI9JwhTxA1fi32RXyACpLI9OoCmVpRBoqS+PSUFlWL4GBgeTm5vLyyy/z/vvv293nnnvu4ddff+XGG2/k999/r+AcVg4tMCEiIiIiIiIiIhXO09PywmdqamqJ+2RkZADg4+NTEVlyCeqsExERERERERGRCufvb5mzyroqrD3W+e4aNGhQIXlyBeqsExERERERERGRChceHg7A4cOHS9wnKSkJgDZt2lRInlyBOutERERERERERKTCPfzwwwCcOXOG9PT0Ytu///572+q+zzzzTIXmrTJVWmddcHAwY8eOJTg4uNLScIU8GMFVrsMV/h7XyhXKwYg0VJbGpeEKZWlEPlSWxuVDZWlcPlzlOpyhqtQTV/gbucJ1uEIejOAK1+EKeTCCK1yHK+TBCK5yHa7w97hWrlAORqShsqxehg0bhru7O2azmREjRhTbPnr0aACCgoKuaXX5602lrQYrlxixUppYqCyNo7I0jsrSOCpL46gspSKonhlL5WkclaVxVJbGUVkaR2V5fRk4cCArV64EYPDgwbz77rskJSXxyiuvsGvXLgBmzpzJc889V5nZrFCelZ0BERERERERERGpnubPn0/Lli3566+/mDdvHvPmzSuyvUePHtWqow40Z52IiIiIiIiIiFQSd3d3YmJiiIyMxMfHBwA3NzcCAgJ4++23WbJkSSXnsOJpZJ2IiIiIiIiIiFQad3d3/vWvf1V2NlyG5qwTERERERERERFxEXoNVkRERERERERExEWos05ERERERERERMRFqLNORERERERERETERaizTkRERERERERExEWos05ERERERERERMRFqLNOqrTc3Fw+/vhj7rjjDkJCQrjxxhuJjIzk559/ruysSRXnaN27cOECEyZM4NZbbyUoKIimTZsyZMgQfv/99wrKuUhxqpcirklxjlQGxThS1ahuiityS09PN1d2JqqyhIQEPvnkE/7zn/9w4sQJAG688UZ69+7Nyy+/TEBAQJH958yZw2uvvVZqmnfccQebNm1yUo5d0/r16+nfv3+p+4SGhhIXF2f7/6ysLHr16sXOnTuL7evh4cGsWbMYPHiw4Xl1Va1atbLVwbJIT08HVCevVFhYSLNmzbjzzjuZP3++3X0crXuJiYl069aNo0ePFtvm4+PDwoULuf/++6/9IlxEWcoS4Pjx48ycOZNNmzZx6tQpPD09ad68OQMGDOD555/Hx8en2DETJkxg2rRppZ5/wIABzJ0795qvwxWUpSwdbcvVrV5K2SnGMY7inGunOOfaKcYxjmIcYynOkepII+uc6NChQ3Ts2JEZM2YQExNDZmYmmZmZHDp0iKlTp3L33XcXuynYu0kIHDlypNzHTJgwgZ07dxIQEMA333xDQkICBw8eZNCgQRQUFPDqq6+qvEtgMplsv6uMilq3bh0JCQml7uNo3Rs5ciRHjx6lUaNGrFy5ksTERH755Re6detGVlYWzzzzDCkpKc66tApXlrLcunUrHTt2ZM6cORw7dozs7GzS09PZs2cP48aNo2vXriQmJhY7zpF7xvWsLGXpaFuubvVSykYxjrEU51QsxTn2KcYxjmIcYynOkepInXVOYjabeeaZZ0hISKBp06YsXbqUs2fPcuzYMWbPnk1oaCjx8fFERUWRl5dnO856k5k9ezbp6el2f6rDk70rWctl/PjxJZbL5U+bExIS+OqrrwBLWfbv35+aNWsSHh7OF198QefOncnJyWHGjBmVcTmV4tChQyWWnfXH+iT0ww8/tB2nOnnJsWPHGD16dKn7OFr3fvvtN1avXo2HhweLFi3ivvvuw8fHh5YtW7Jw4UKaNWtGcnIyc+bMcdblVaiylGV6ejpDhgwhLS2Ndu3asW7dOs6dO0dMTAwfffQRtWrV4sCBAzzzzDPFjrXW23Xr1pVYb6vKE+eylCU41parW72UslGMYzzFOddOcc61UYxjHMU4xlKcI9WVOuucZOPGjRw8eBAvLy+WLVtG9+7d8fX1pW7dugwcOJANGzbg6+vL4cOHWb58ue04600mIiKiknLumspbLmvWrCEnJ4eIiAgeeuihYttHjRoFwMqVKzGb9SY4WP7BnzdvHgMGDODZZ5+1fV7d6+S+fft488036dq1K23bti3yZckeR+ve0qVLAejWrRutW7cucoy3tzcjRowAYMWKFdd0PZWpvGX53XffcfbsWYKCglixYgV33303JpOJRo0aMXz4cJYtW4a7uzubN29m165dtuMKCws5fvw4UHXrbXnLEhxry9WhXkr5KcYxnuIc51OcU5xiHOMoxjGW4hwRddY5jbXX/t5776VJkybFtjdp0sQ2N8lPP/0EQH5+Pn/88Qfu7u60aNGi4jJ7HbDefFu1alWm/bdt2wZA9+7d7W7v0qUL3t7eJCUlcfDgQWMyeR1LSUlh5MiRhISEFJkDQ3XS0j4/++wzdu3aRWFh4VX3d7Tu/fjjj4AlWLDH+vn+/fs5f/58ua7BVZS3LK330X79+lGnTp1i2++88046duxoS9vqzz//JDs7m3r16hEYGGhQ7l1LecvS0bZcHeqllJ9iHOMpznEuxTn2KcYxjmIcYynOEVFnndMcO3YMKL1nPzQ0FICMjAzAMsFofn4+TZo0YdWqVXTr1o26detSt25dOnfuzKxZs8jNzXV+5l1MTk4OJ0+exGQyERcXR9++fWnQoAEhISHccccdTJkyhbS0tCLHWOdyuPIJiZW3tzfNmzcvsm91Nnr0aE6fPs3UqVMJCgqyfa46CY8//jg7d+60/QwdOrTU/R2te4cPHy71uPDwcPz9/TGbzbb7y/WmvGVpfYpalvuodaJwuPSlt0WLFsyePZvOnTsTHBxMgwYN6NatG/PmzStT4OfKyluWjrbl6lAvpfwU4xhLcY7zKc6xTzGOcRTjGEtxjgh4VnYGqqrhw4fzyCOPlPqEdN++fYDlJgCXbr5xcXHF5ifYu3cve/fuZdmyZSxZsgR/f3/nZNwFHT16lMLCQnJzcxkwYECRbdHR0URHR7N48WJWrlxJw4YNActTJ4AGDRqUmG7Dhg05cOCAbd/qav/+/SxYsIA777yTqKioIttUJyEoKKhIYB8SElLq/o7UvczMTJKTk23bStKgQQPOnz/PiRMnaNeuXZmvwVWUtyzfeecd0tLSuOOOO+xuN5vNHDhwALCsQGll/YKwbds2tmzZYvs8Ozub7du3s337dlatWsU333yDl5eXo5dTqcpblo605epSL6X8FOMYS3GOcynOKZliHOMoxjGW4hwRjaxzmi5duhAZGcnNN99sd/uGDRtsw5979eoFXLrJFBYW0qtXL7Zv305SUhKxsbH87W9/w8vLix07dvDqq69WzEW4iMvL5a677mLjxo2cO3eOuLg4ZsyYQe3atTl8+DBPPfWUbX4M65P8WrVqlZhuzZo1gaJPq6qjiRMnYjab+fvf/15sm+pk+TlS9y6vg35+fiUeZ91mPUdV9+CDDxIZGVkkSL3cV199xZEjR/D29i7y+sLl9XbIkCHs3buX5ORkDhw4wKuvvoqbmxurVq2yW+erKkfasuqllEQxjrEU5ziX4hzjKMYxjmIcYynOkapInXWVYP78+TzxxBMADBgwgNtuuw2wPBGJiIhgyJAhLFiwgNatW+Pt7U3Dhg15/fXX+fTTTwFYvHhxtZp/JC0tjYiICHr16sWqVavo0KEDJpOJ0NBQhg4dyv/+7//i5ubGzp07WbduHWB5pQQo9YlSjRo1AMjKynL+Rbion3/+mfXr13Pvvfdy5513FtuuOll+jtS9y4flW7fZY00zMzPzmvN5PSssLGTGjBm8/vrrAIwYMYJ69erZthcUFBAREcHo0aP5xz/+QbNmzahRowaNGzdm8uTJjBs3DoBZs2Zx7ty5SrmGiuZIW1a9FEcoxik/xTnOozjHWIpxnE8xjmMU50hVpM66CnTgwAF69uzJCy+8QEZGBp06deLzzz+3bX/zzTfZvXs3//jHP3Bzcyt2/MCBA23zQFiDtepg8ODB7N69m4ULF+Lt7V1se+fOnXnggQcAWLt2LYBtv9LmGcnOzgZKvzlXdZMmTQIurd51JdXJ8nOk7l1eB62BsD3WbfbaQXWxbds2OnfuzPjx48nPzycyMpKJEycW2Wf69Ons3r2bd955x24ar732GgEBAWRnZ7N582bnZ9oFONKWVS+lPBTjOE5xjvMozjGWYhznUozjOMU5UhWps64CnD9/nv/3//4fd999N1u3bsXLy4tx48axatUqfHx8ypVWp06dgEtDfcXiynKxDsG/ckLmy1mHPpc27Lkqi4mJYdu2bTRt2pT77rvP4XRUJ4typO5dXgdLe13Jmqb1HNXJmTNnePrpp3nooYfYv38/fn5+zJgxg3/961+4u5fvnzKTyUT79u0B1dvLXdmWVS+lLBTjVAzFOeWnOMd4inGcQzFOxVCcI9cbddY52S+//MKdd97J7NmzKSwspHfv3vzyyy+MHTsWT8/yr+9hnWjT+tRKLKzlYn3yccMNNwDw119/lXiMdVtpE4pWZV9//TUATz31lN0nUGWlOlmUI3XP19eXwMBAAE6dOlXicadPnwagUaNGhuT1erFu3To6dOjAkiVL8PDw4Omnn2bfvn1XXRmsNKq3xV1ZJqqXcjWKcSqO4pzyU5xjPMU4xlOMU3EU58j1Rp11TrRlyxZ69uzJn3/+SXh4OGvWrGHBggU0bdq02L7p6emsX7+e9evXU1BQUGKaFy5cALDdWKq6goICW7mU9sTjynKxDnO2rqJ0pZycHNtqSi1atDAyy9eF3NxcFixYAMAjjzxidx/VScc4Wvesv5d0XHx8vO3JXrNmzQzLr6v77rvviIqKIjk5mdatW/Pjjz8ya9asIvO3XC4xMZH169df9dUPa729fKWxqupa2rLqpZREMY4xFOc4h+Ic51CMYyzFOMZQnCNVlTrrnCQpKYknn3ySzMxM7rnnHrZv306XLl1K3N/Dw4PHHnuM/v37s3HjxhL327lzJ0C1WTbaw8ODl19+mf79+7Nw4cIS99uxYwcAbdu2BSzzuwCsX7/e7v7btm0jNzeXwMBAWrdubXCuXd+aNWtISkqiTZs2NG7c2O4+qpOOcbTuWYfmb9iwwe5x1s/btGlTbb4wxMbGMnz4cAoKCoiKimLLli1Xba9paWn079+fXr16ERsba3ef/Px8fv31V+DSPaMqu5a2rHop9ijGMY7iHOdQnOMcinGMoxjHOIpzpKpSZ52TfPHFFyQnJxMeHs6iRYuoXbt2qfv7+PjQvXt3AD788EPy8/OL7bN27Vr27duHn58fPXv2dEq+XVHfvn0B+OSTT+zOkbF//37WrFmDu7s7jz76KAA9e/bEZDIRHR1td0LgmTNnAtCvX79yzwVRFVgnqO7atWuJ+6hOOsbRumd98r9+/Xp+//33Isfk5eXx2WefAZbVFauLGTNmkJOTQ4cOHZgzZ06ZJklv0qQJbdq0AWDKlCl295kzZw5nz54lLCyMu+66y9A8u6Jracuql2KPYhxjKc4xnuIc51CMYxzFOMZRnCNVVfX717uCrF69GoBnn30WX1/fMh3zxhtv4Obmxvbt24mKimLv3r1kZWWRkJDArFmzePrppwEYPXo0AQEBzsq6yxk5ciS+vr4cO3aMPn368NNPP5GRkUFSUhLz58+nT58+5Ofn8+yzz9qGJ4eGhvLcc88BMGzYMFauXElmZibx8fG8+OKLbNq0CR8fnxJXB6vqrMPn77nnnlL3U50sP0frXuvWrenVqxcFBQU89thjbNmyhezsbGJiYhg4cCAxMTGEhIQwbNiwyrisSmG9jw4fPrxcXzbffPNNAJYsWcKwYcOIjo4mJyeHEydOMHnyZEaPHg1YVgn08PAwPuMuyNG2rHop9ijGMZbiHOMpznEOxTjGUYxjLMU5UhW5paenmys7E1VNXl4eoaGh5OXllWn/l156iQ8//BCAWbNmMWbMGMxm+3+W5557jhkzZlzTRLnXo6VLlzJ06NASl4p/+OGHmTt3LiaTyfZZdnY2vXv3Zvv27cX29/T05IsvviAqKsppeXZVMTExtlWiTpw4cdUh3aqTRU2ePJn333+fvn37Mn/+fLv7OFr3zp07R7du3WzzvVyuZs2aLFq0qNRXza43pZXliRMnaNWqVZnTmjp1KiNGjLD9/+jRo5k1a1aJ+7/77ru2gLcqKEu9dLQtV7d6KaVTjOMcinOMozjHcYpxjKMYx1iKc6Q60sg6Jzh79myZg9grjRgxgu+//55+/fpRt25dPD09CQwMpHv37ixevJiZM2dWi2DhSo888ghbt25l0KBBNGrUCC8vLwICAujcuTNz5sxh4cKFRQJYsCxdvnr1aiZOnEhERAQ+Pj4EBQXRs2dP1q1bVy0DWMA2l0NYWFiZ5l5QnSw/R+tecHAwW7duZdSoUTRt2hRvb29CQ0OJjIxky5Yt1SpQOHny5DUdP3XqVBYtWkT37t0JCgrC09OT0NBQ+vXrx4YNG6pcEFsWjrZl1Uu5nGIc51CcYxzFOc6lGOfaKcZxDsU5UtVoZJ2IiIiIiIiIiIiL0Mg6ERERERERERERF6HOOhERERERERERERehzjoREREREREREREXoc46ERERERERERERF6HOOhERERERERERERehzjoREREREREREREXoc46ERERERERERERF6HOOhERERERERERERehzjoREREREREREREXoc46ERERERERERERF6HOOhERERERERERERehzjoREREREREREREXoc46ERERERERERERF6HOOhERERERERERERehzjoREREREREREREXoc46ERERERERERERF6HOOhERkUr2wgsv4OfnV+pP/fr16dKlC//93/9NZmZmpeX1r7/+om3btrRt25bPP/+8XMc++OCD+Pn5MW/ePCfl7trMmzfPVt6ffvrpVfdfu3Ytfn5+tGrVqgJy5xjr9cTHx1d2VkRERESkjNRZJyIich1IS0tjz549vPvuu9x7770kJydXSj7y8vI4cuQIR44cISkpqVLyUBH+/ve/c/r06crOhoiIiIhUQ+qsExERcRGdOnUiPT292E9qaioHDx5kzJgxuLu7c+jQId56663Kzm6VduHCBZWxiIiIiFQKddaJiIi4OE9PT8LDwxk/fjxPPvkkAEuWLCEjI6PC8xIeHm7rRBw3blyFn78i+Pn5AbBs2TLWr19fybkRERERkepGnXUiIiLXkUcffRSwvI569OjRSs5N1dSsWTMiIyMBGDVqFNnZ2ZWcIxERERGpTtRZJyIich2pX7++7fe8vLxi2zMzM/n444/p2LEjdevWJSwsjAceeID58+eTn59vN83k5GQmTJjA7bffTnBwMEFBQbRt25Z33nmH8+fPF9u/VatW+Pn5sXXr1mLbNm3axCOPPEJYWBjBwcG0b9+ejz76yG5eASZPnoyfnx8vvPCC3e3x8fG2RRJKyvu7777L7bffTkhICE2aNKFXr16sWrUKs9ls95iy+OCDD/D39+f48eNMnTq1XMdaFwyZPHmy3e1bt261uzCFtSxmzpxJZmYm48aNIyIiguDgYG6//Xa++uor274rV67kgQceoF69eoSHh9O7d29+/fXXUvO1Z88eHnvsMcLDwwkJCaF9+/ZMmTKl1BGaMTExvPDCC7Rs2ZKgoCBuvvlmnn76afbv3293f+siInv27OGPP/4gMjKS0NDQEstCRERERIrzrOwMiIiISNmdOXPG9nujRo2KbDt9+jS9evUiNjbW9llGRgY7duxgx44dLFy4kIULF1KzZk3b9vj4eLp3786pU6eKpHXkyBGmT5/OmjVr2Lx5M7Vq1bpq3j7++GMmTpxY5LOYmBj+9re/sXnz5hI7Cx116NAh+vTpU6RMsrKyOHv2LJs3b2bgwIF8/vnneHh4lDvtunXrMmHCBF5//XVmzpzJ448/TosWLYzMfomys7N5+OGH2b17t+2z2NhYXnnlFdLS0gCKvIKcnp7Opk2b2L59O7t27aJJkybF0ly7di1jx44t0mkaExPDlClTWL58OatXryYkJKTIMUuWLGHo0KFFjomPjyc+Pp6lS5cyffp0hg4davcaTp8+zWOPPaZFOkREREQcoJF1IiIi15EVK1YA0KFDB+rVq2f7vLCwkCeffJLY2FgaNmzIN998w5kzZzh16hRz5swhKCiITZs28fLLLxdJb8yYMZw6dYqwsDAWL17MX3/9xcmTJ5k/fz61atUiNjaW2bNnXzVfGzdutHXU9ejRg59//pmkpCT27t1LVFQUW7ZsYceOHYaVQ0ZGBo8//jhnzpyhZcuWrFixgsTERP744w8+/vhjfHx8WLBgAZMmTXL4HMOGDaNdu3bk5uby2muvGZb3q/nkk084deoUy5Yt49y5c/z000+0bt0agIkTJzJ+/HgGDRpEdHQ0f/31F//85z+pUaMG2dnZJf6txowZww033MDy5ctJTEzkyJEjvPPOO3h4eHDo0KFi9eL3339n2LBh5OXl8fDDD7Njxw6Sk5M5cOAAzz//PGazmddee42NGzfaPd/rr7+OyWRi7ty5HD9+nLFjxxpbSCIiIiJVmDrrREREXFxOTg6HDx9mwoQJfPnll/j6+jJ9+vQi+6xcuZIdO3ZQo0YNVqxYQf/+/fHz88Pf35/HH3+cVatW4e3tzaJFizhw4IDtuM2bNwMwbdo0HnzwQWrXrk1AQAB9+/a1jZrauXPnVfNofc2xc+fOfPfdd7Rp0wZvb2+aNWvGl19+SdeuXQ0qDYuvvvqKuLg4AgMDWbt2Lffffz8+Pj4EBwfz4osv8u233wIwa9YsEhISHDqHu7s7M2fOxN3dnW3btrFgwQIjL6FEqampzJ07l27dumEymbj11lttf++8vDzuvvtuvvjiC2644QZq167NE088waBBgwDLiEh7PDw8bK/O+vj4UL9+fUaPHs0HH3wAwKpVq/j9999t+7/33nvk5ubSqVMnFi5cyC233EKNGjVo3Lgx06ZNY9SoUQBMmDDB7vmSk5NZvXo1AwYMICQkBHd3hZwiIiIiZaXISURExEX8+OOPtvnZLv8JCgqiXbt2TJs2jaZNm/LDDz9w6623Fjl20aJFADz99NO0bNmyWNqtW7cmKioKs9nMqlWrbJ97eXkBltdHrzR27FiOHTvG559/Xmq+ExISbB16EydOLPbaqZubG2PGjClDCZSd9XpHjRpV7PVNgG7dutGlSxeysrL44YcfHD5P27ZtGTZsGABvv/02KSkpDqdVVu3ateOuu+4q8tltt91m+/2VV14pdox1e3p6ut00Bw0aRHh4eLHPX3zxRRo3bgzAmjVrALhw4QLr1q0DLJ2wbm5uxY4bM2YMNWvWZN++ffz555/Ftj/00EOEhYXZzYuIiIiIlE6ddSIiIteREydO2DpVLrd3714A7r777hKPvf322wHLXGVWXbp0AWDkyJFMnTq1yDZfX1/q1q1LnTp1Ss2TdaSev78/HTp0sLtPx44d8ff3LzWdssrLy7Ods7Trbd++PVD0eh3x7rvvUq9ePRITE0scSWakm266qdhnJpPJ9nvz5s1L3W5Pjx497H7u5uZG9+7dATh48CAA+/fvp6CggJo1axbpJLycr6+vbYEMe+Xbtm3bUvMjIiIiIiVTZ52IiIiL6NSpE+np6cV+0tLSOHToEGPGjCE3N5dJkyYVeyXz7NmzAAwZMsTu6Dw/Pz/bvGuJiYm24z766CNuueUWzp8/z6RJk2jfvj2NGzdm0KBB/Pvf/y5xpNblkpOTAWjYsKHdUVhWN9xwQ3mLxK6UlBTbogf33Xdfidc7bdo0oOj1OqJ27dq8//77AHz99ddlei34WlhHOzq63Z7SRrlZR9ylpqYCl+pSRkYG/v7+JZavdQEMe+V7tQ5eERERESmZOutERERcnJubG2FhYYwfP56+ffsCsHTp0iL7FBQUlDm9y195rV+/Pj///DMLFiwgKiqK0NBQEhMT+b//+z9eeuklbrnlFjZt2lRqetb5yErrqAMcWpX18pVIrQoLC8uVRmZmZrnPe6XIyEjuu+8+28IK17KyrdGr4pZFaXPGWcvT09MTKF9dAvvl68jfWkREREQsPCs7AyIiIlJ2Xbt2Zfny5cTHxxf5PDAwkDNnzrB161batWtXrjTd3d3p3bs3vXv3BiA2NpYffviBL774gqNHj/LMM89w8OBBatasafd465xxp06dwmw2l9hpd+LEiXLlC7A7H1pAQABubm6YzWb++OMPgoODy52uI6ZPn85//dd/ceDAAT799FOaNWvmUDqOlMO1io+P55ZbbilxG0DdunUBCAoKAiAiIsI2ek5EREREKo5G1omIiFxH6tWrBxQfzdSmTRuAIiu9XunUqVPs2bOH06dPA3D8+HFmzpxZbAGJFi1a8NJLL7F582Z8fHw4d+5ckZVCr9S6dWvc3NxITU1l165ddvfZt29fqYszZGdn2/3c3iunJpPJNm9badcbFxfHnj17SEpKKnGf8rjppptsq6BOmTKFkydPlrp/Tk6O3c9LKiNn+v777+1+XlhYaNtm7eRt3bo1YCm/0kYl/vbbb+zZs4fc3FyDcysiIiJSvamzTkRE5DpiHbV25euhffr0AWDWrFl2V3bNysrioYceokuXLrbRUgkJCYwbN4433niD2NjYYsfUqFEDs9kMlP7qaWBgIJ07dwYsq8Hae41yypQpdo+tUaMGAL/++muxa0pNTeXTTz+1e5z1eqdNm2Y3b2fPnqVLly506dLlqp1q5fHGG2/QtGlT0tPTS7wm65xy27dvL7bt+PHjLFy40LD8lNW8efOKjcYE+Oyzz4iPj8fLy8tWpqGhodx1113k5OTwP//zP3bT27hxIx07dqRfv36lvmIrIiIiIuWn6EpEROQ64uPjA1xaDMDq8ccfp1mzZhw6dIh77rmHtWvXkpiYSHp6Olu3bqVXr17ExcXRokULevbsCcBtt91mW6H1ueee46effiItLY2MjAx27txJZGQk2dnZBAcHX/XV2jFjxgCwbds2oqKi+O2338jNzSUuLo4XX3yRNWvWUKtWrWLHWV/N/OOPPxg2bBhxcXHk5OSwY8cOevfujZeXF76+vsWOGz58OEFBQWzatIkePXqwZcsWUlJSSE1N5T//+Q8PPvggqamp3Hfffdx6663lK+RSeHt7X3XhCus1bd++nbfeeotTp06RlZXFhg0b6Nu3L40aNTIsP2Xh6elJfn4+vXv3ZsOGDWRnZ3PmzBmmTJnC22+/DVhWAw4NDbUdM27cONzc3Jg8eTLDhw/nt99+IzMzk4SEBL788kueeOIJAF5++WXbXHciIiIiYgxFVyIiItcRa4dKRkYGu3fv5o477gAsr4Z+++239OnTh0OHDhEZGVns2AYNGvDtt9/aOldMJhOTJ09m5MiR7Nu3jx49ehQ7xsfHhzlz5uDt7V1qvrp06cJ7773HhAkTWLduHevWrSuy/Z577qFdu3ZMnz69yOc9evSgY8eO/PzzzyxevJjFixfbtvn5+bFs2TIee+yxYq9jhoaGMn/+fKKioti+fTsPP/xwsTy1atWKOXPmlJpvR9x///0MGDCAJUuW2N0+ePBg/vnPf3LkyBE+/fTTIqMDQ0NDWbp0KZ06dTI8XyWpXbs2b7/9Nm+++Sb9+vUrtr1Hjx6MHz++yGf33nsv77//PmPHjuWbb77hm2++KXbcgAEDbK8Fi4iIiIhxNLJORETkOtKiRQvbaLhnn322yLaIiAh27tzJG2+8QYsWLfDx8cFkMnHzzTfz1ltvsWvXLlq0aFHkmCFDhrBmzRr69OlD/fr18fLywmQy0axZM55//nl27drFAw88UKa8jRo1ilWrVtGjRw8CAwPx9vamWbNmTJgwgeXLl9sdgeXu7s7y5ct5/fXXufHGG/Hy8iIkJIRHHnmEzZs3c9ddd5V4vk6dOrF7925eeOEFmjRpgre3NzVr1qRdu3ZMnjyZrVu32hZNMNrUqVOpXbu23W1+fn5s2LCBoUOH0qBBA7y8vKhfvz5PPfUUP/74IzfddJNT8lSaF198kRUrVnDvvffi7++Pr68vbdu2Zfr06SxatMhuZ+zIkSP54Ycf6N+/P3Xr1sXT05PAwEC6du3Kv//9b+bOnatVX0VEREScwC09Pd1c2ZkQERERERERERERjawTERERERERERFxGeqsExERERERERERcRHqrBMREREREREREXER6qwTERERERERERFxEeqsExERERERERERcRHqrBMREREREREREXER6qwTERERERERERFxEeqsExERERERERERcRHqrBMREREREREREXER6qwTERERERERERFxEeqsExERERERERERcRHqrBMREREREREREXER6qwTERERERERERFxEeqsExERERERERERcRHqrBMREREREREREXER/x+xoERUgok6KwAAAABJRU5ErkJggg==\n" + "text/plain": "Figure(nrows=3, ncols=2, refaspect=3, figwidth=6.3)", + "image/png": 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\n" }, "metadata": { "image/png": { @@ -93,26 +91,20 @@ } ], "source": [ - "fig, axes, colorbar = peptide_coverage_figure(hdxm.data)\n" + "fig, axes, colorbar = peptide_coverage_figure(hdxm.data)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "markdown", "source": [ "We can also make only a single plot of the peptide data, specifying which data field to use for the colors and\n", - "specifing a custom colormap and data range (norm):" + "specifying a custom colormap and data range (norm):" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -121,7 +113,7 @@ "outputs": [ { "data": { - "text/plain": "" + "text/plain": "" }, "execution_count": 4, "metadata": {}, @@ -130,7 +122,7 @@ { "data": { "text/plain": "Figure(nrows=3, ncols=1, refaspect=3, figwidth=6.3)", - "image/png": 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\n" }, "metadata": { "image/png": { @@ -154,10 +146,7 @@ "fig.colorbar(red, label='Redundancy (peptides)', **kwargs)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -166,10 +155,7 @@ "Scatterplots of RFUs per exposure time:" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -178,8 +164,8 @@ "outputs": [ { "data": { - "text/plain": "Figure(nrows=3, ncols=2, refaspect=3.0, figwidth=6.3)", - "image/png": 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\n" + "text/plain": "Figure(nrows=3, ncols=2, refaspect=3, figwidth=6.3)", + "image/png": 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h6tSpWGuZM2cOF154Id9++y1XX311m4PN77//vk3la9VfINpxnA79P3SlcePGEQgEiEajfPzxxxx88MFNlps3bx4A2223XYN1WlpSfwrP3Llzmw02a+uuXYtGRESkKyh+Su746bHHHmPRokWsX7++xWRd/eRnbYJX8ZOItJdS6yJJZO+99wbgf//7X4s9m9dffz3HHHNMo+3nAV577TUeffRRfD4fd911F3feeSfGGGbNmtXk7me1ysvLef3115u9XvvY9PT0umBir732AmoCu5YWCX7mmWeAmoWU8/PzAbj//vs56KCD6nZmq88Yw3777cf//d//AVBYWNjk1ITCwsIm7zd79uy6hZjbqn///nXB1CuvvNJsueLiYo4//niOOeYYZs+e3a57eSkjI4N99tkHqOnRbsqGDRvqFuE+/PDDE6579OjRbLPNNi3W/eWXX/Ldd98BcMQRRyRct4iISEcpfqqRrPHTLrvsAsCHH37YYrnaGGjIkCFkZWUBip9EpP2UrBNJIieffDI+n48NGzbw+9//vskyc+bM4bbbbuOtt95q1MtaUlLChRdeCMD555/PLrvswn777cfpp58OwBVXXNHiehxXXXUVxcXFjc6/9tprdcHmSSedRCAQAOCYY44hJycHgMsuu6zJqSAvvPACL7/8MtBwwWHXdfn444+ZNWtWXQC0pc8//xyo2Wmt/hoetVNB/vOf/zR6TFlZGb/97W+bfY6JqG3ngw8+yPvvv99kmWuuuYZZs2bx4YcfMn78+A7dzytnnnkmUBP4PfHEE42uX3fddUQiEYLBYMKLP9f62c9+BtQE4O+9916Da67rcs011wA167NMnDixHa0XERFpH8VPDSVb/HTMMccANSMRm3puUJPIrU0innjiiQ2uKX4SkfZQsk4kiQwdOpRLLrkEqOk5Pe6443jppZf4+uuvef/997nhhhv4yU9+QjweZ9y4cZxxxhkNHn/FFVewatUqhg8fztVXX113/sYbb6Rfv35s3LiRK664osl7O47DokWLOPDAA3nsscdYsGABH374IVdffTVTpkzBWktubm6DIDgtLa0uyPjoo484+OCDeeqpp+oe+/vf/74uSBkxYgQXXHBB3WOPPPJI/P6amf6nn346d999Nx999BFff/01b775JhdddBG33XYbAJMmTSIlJaXusfvuuy8Azz33HGeffTZvv/02CxYs4Mknn+Sggw7im2++qeslbY/zzz+fgoICwuEwEydO5JprruH9999nwYIFvPrqq5x00klMnz4dgMsvv5x+/fo1ePxpp53G6NGjGT16NCtXrmx3O9rqxBNPZNdddwXgl7/8Jbfeeivz58/n/fff5xe/+EVdm8877zyGDRvW6PG1bW5qCsh5553H0KFDsdby05/+lH/84x98+eWXvPnmm5x00kl1owquuuoqLY4sIiJdSvFTcsdPxx13HNtvvz0AZ599NldddRXvvvsuCxcu5L333uPqq6/mxBNPxHVdhg4d2mhdQ8VPItIepry83HZ3I0Sk68RiMS666CJmzJjRbJlx48bxn//8h6FDh9ade/311/nJT34C1Ay1P/TQQxs85rHHHmPq1KlATY/qYYcdBsBNN93EzTffzH777cfYsWP55z//2eQ9s7Ozeeqpp+oCvfquvfbausCwKcOHD+fZZ59l9OjRDc7fcccdzfaA19prr7146qmn6nbUgpqez8MOO6zBzmi1/H4/f//731m0aBG33347v/vd7xrc49xzz+WRRx7h1FNP5f7772/2vosXL2bSpEksWbKk2TLnnXcet9xyS6PFgI844oi63u6vvvqqxYWpE1Fb3+TJk5v9/6m1YsUKjj76aBYvXtzk9aOOOopHH320LtCvLyMjA4Bhw4axYMGCRtfnz5/Pcccd1+zogrPPPps77rijtacjIiLiOcVPDSVb/LRkyRImTZrUbPwDsO222/L4448zZsyYRtcUP4lIW2lknUiS8fv93HPPPTz//PMcd9xxDBw4kEAgQFZWFnvvvTd//vOfeffddxsEmvWnb/z0pz9tFGgCTJkyhYMOOgiAiy++mPLy8gbXjTHccccdPPnkkxxyyCHk5uYSCoUoKCjg/PPPZ968eU0GmlAzPWDWrFn89Kc/ZciQIQSDQbKzs9ltt9247rrr+OijjxoFmrXteP311/npT3/K8OHDCYVC+P1+8vLyOOyww7j//vt5/fXXGwSaANtvvz3vvvsup556KgMHDqx7zDHHHMPrr79eN22lIwoKCvjggw+46aab2HPPPcnJySEQCDBw4EAmTZrEK6+8wq233trjdu0aMmQI7777Lr/73e8YO3YsaWlp5OTksM8++3DPPffwxBNPNBloJmLHHXfkgw8+4MILL6SgoICUlBT69OnDQQcdxKOPPqpAU0REuo3ip+SOn0aOHMl7773HTTfdxD777ENubi5+v58+ffowYcIE/vKXvzBnzpwmE3Wg+ElE2k4j60SkU9X2DE+YMIGZM2d2d3NEREREejzFTyIiya1nDdkQERERERERERFJYkrWiYiIiIiIiIiI9BBK1omIiIiIiIiIiPQQStaJiIiIiIiIiIj0EErWiYiIiIiIiIiI9BDaDVZERERERERERKSH0Mg6ERERERERERGRHkLJOhERERERERERkR5CyToREREREREREZEeQsk6ERERERERERGRHkLJOhERERERERERkR5CyToREREREREREZEewt/dDZAaI0eOpLKykiFDhnR3U0RERJLaN998A0AwGPSszpycHJYsWeJZfVJD8ZOIiEjPoPjJW0rW9RCVlZVEo1EcR4MdJXHxeBwAn8/XzS2R3kqvMelsPfk1lhWJeFJPIVBcXOxJXdKQ4idpj578viO9g15j0tl68mtM8ZM3lKzrIYYMGYLjOHz11Vfd3RTZiqxbtw6AvLy8bm6J9FZ6jUln64mvMcdx6Gstv/B7EwD/Ixan1JOaZEuKn6Q9euL7jvQueo1JZ+uJrzHFT95SN2QbuK5LQUEBp556anc3RURERASAWCxGVlYW2267bXc3RURERGSr0NPjJyXr2uC1115j7dq13d0MERERkTp/+tOfcF23u5shIiIistXo6fGTpsEmaPHixVxxxRXd3QwRERGROm+++Sa33nprdzdDRESk14tUVrLqk3kADNplV4Lp6d3cImmvrSF+UrKuBZ999hmPPPII8+bNY+7cuT066yoiIiLJ4YknnuBvf/sbS5YsoaKiorubIyIi0qu5rstbf7yJ9/72N6pLSgAIZWWx+znnsN9FF5M1aBDGmG5upbRma4uflKxrwXvvvce9997b3c0QERHxVOXGjayc+zGO38/QvfchmJbW3U2SNnj22Wf54osvursZIiIiSeHV31zOnDvvbHAuXFrKe7ffznu3307WkCHkjx9PvzFjGLzLrgSzMnEjUQbtuit9Cwq6qdWypa0tflKyrgUnn3wyBx54YN3306ZN44EHHui+BomIiHRALBzmld/8hrn/fIB4JAJYgikpZA0aSO7wbRg+4Uf0HzuWYEYGg/fci2h5OfFolNwRI3D8Chl6ihtvvJFTTjml7vsbbriBr7/+uhtbJCIi0jsVL1vG+3fd1WKZ0hUrKF2xgkWvv17vrMUA6X1yycjPJ5SZRTwSwY1GCaSl4cZixKNR/CkpWDdOLBIlEAphscTCEfyhIAZDNFyNPxjEOD5i4WocfwCf38/G0jKcgI+ctHSiVZWEsrLJGzuWtD59CGVnk9a3L6UrV+ILBknPz6dsxQqcQIBtjzyKgTvv0qk/s55qa4ufFHm3oG/fvvTt27fu+/79+3dja0RERDrmqZ+dwZfPPLPpO4sPcMPVFC35npLvv2fpW2/S1CyOUFoaPr8PYwyhnFyiFeXEI1FScnOJVlYQrw6TkpNDLFxNrDpMKCsLNxrdFDxm4cbiRCsrCGZkApZIeTmB9HSM42NDSTGBlFSyU1IIl5USzMwiIy8P4/fjDwbxhUJEKytxHAd/SiqRygqC6emMPu54djj1jKRcL2bUqFGMGjWq7vt77rmnG1sjIiLSey147jlsm5fDqomxjIGqjUVUFxV53q4Ka2v+3RS4OQZWvf9eq497+w/XkD9+PDueehoFRx1D//Hbed62nmpri5+UrBMREUkCKz7+uFGirpZjar42xX0N+IB4VSUxWxN0hktL665Fyuodl5c1fb6srMXjqLVEy8txNgWbkdJSyleuaPnJGFj6xixm//5KRhzyY8aecBLbHvcTfMFgy48TERERaYNwRXmbH+NAXednVyxl5wBYoJV7BTbFe0XfLODt/7uKt//vKkYfezxH//MhghkZnd9QaRMl6zrZ7rvvnlC5JUuWMGLECNatW9fJLZLeZP369d3dBOnl9BrrPeY8+khdL6zB4qsN6GxNbFcX39VL2NUm9Jq65pWKpjKELTDUBC/GQHV5GZ89/yyfPf8sfcaOY+K/nyA9L8/7RnogEonQp0+fhMpu3Lixk1vT8yl+ks6kv23S2fQa6z2Cw4e3MVbZNKqusxq0SWVdTFcvIdhCMwMGok2U+eT5ZykOhzn6H9M7oZUdl8zxk9PdDRAREZHOF6msqjuuH0A2CPK2YEzX9Ai3hb+Z9mz85mv+9+uLurYxIiIi0qsVHHQwOcOHtykg6urYqbVcoqFmRF1zlsx8hQ3fLvS0TdJxGlnXyebOnZtQud133x3HccjroSMCpGfT60Y6m15jW7/tJkzg6+n/BGqCttqRdc0FcPXLdIWMBCJbB/C30M1Y9M7b+Io20nfM2A63xwB+481QQgMEg8Fe1+PbmRQ/SVfQ60Y6m15jvcMvn3+B6YcfRnmCo7ib61jsDLXxU0thlM+03qaKzz5l3IQfdbg9ip+8o5F1IiIiSWD7E08kIy8PjMFS0wtrbfMzJjphxmuHJdJTvWbexx7drCa49eKr0+fCiIiISKfJ3357LvlqAUf95VaG7rUXxudrsXxtjNUVLN6M5Gv7JhrNUPzkGSXrREREkkAgNZXTn3ue1Jwcalatqwnu6pJ2TQSVXRlseiWQluZJPQYIOd58JXmsKSIistVLzclhv0su4bx33+OyBV+zzwUX0qeggGBm5hbZMkNt2qsrYqj6HbDNcRNox/ADD/KkPYqfvKNpsCIiIkliyB578OuF3zLvwQf5/p3ZFC9ZTMnSH4hWVDTZe+dS06tnbc9Yu861LU/N9aelMfzgQz25l5fTgHvAj05EREQ80mfkSI7561855q9/BaB01Sq+fe01YlVVWGDN559T/P33FC35jpJlSwEwjlM3eq3+MY4Dtce1vai1x1D3vTEGW3vsOBCP1x27rtviKCxLTQzV3Lp1Iw49nLwdd2rzz6Epip+8o2SdiIhIEknNzWXCpZcy4dJLAYhWV7Puyy+IhavZsHAh37/5P6IVFbjxOGWrVhEtL4dYlNKVK8B1CWZkEqmoAOsSSM8gVlWJdV0CaenEwtXYeBx/ahpuNIIbi+FPScGNx3GjUXyhEADxcBgnGKwJNquqcPx+/MEgsaqqmgC2fhdxvcDVmpaDzb1/8ztCWVme/Jxqeoa9W3NFREREeqesQYPY/ec/b/JayfLlhMvKyNlmG6qLiqguKSF72DAi5eVUbdhA1tChxKqrqVy/nszBg3FjMSrWriVjwACM41C2ahXpeXn4gkFKV6wgrV8/AmlpfPfZZ6RkZzO0oIDipUsJZmSwYeE3rP7sUwKpaWTk51O89Ad8wRBZgwezdv58vn50BmUrljdo37ADDuLYhx7x7Geh+Mk7StaJiIgksUBKCoN33wOA4fv9iF3POqfJcrFwGDcaJZCejhuNEguHCWZk4MZixKqrCWZkYONxopWVBDMzNx9nZGCtJVpR0eA4kJ6OMYYV339PIC2N/Px8IuXlBNLSqC4poWjxd6Tk5JDarz9F3y0imJlJ5qDBrP3sUz65628smfkqNh4DIJiVzV6/uZI9L/uNdz8YAz6vFgtJ9mhTREQkSWUPHVp3HExLI2vwYABCGRlkDhhQcyErq2Zd4U3S+/WrO07Nza07TsnOrjvuP2ZMTZ3p6eSNHw9AzrBhFBx6WJPtGH/CiRz4h+tYNvstlr39FsZxGPHjwxi0194YL6dPKH7yjJJ1IiIi0ip/KASbRsb5gkF8wWDNcSCALxAAwPj9dSPbGhxDk8cAoczMmvOOU3c+rW9f0vr2rSuTtudedcfDDziQ4QccSMWaNaz5ZC6+YJDB+07wbK26WgYIehRsJnmsKSIiIj2AMYbhBxzE8AO8WZ+uyXug+MkrStaJiIjIVid9wAAKjjqm0+p3DKR6FCU1N21XREREpDdR/OQdJeva4Pe//z2///3vu7sZIiIi0gW8WiC5s82cObO7myAiIiICKH7yipJ1IiIiIlswQMDnXV0iIiIivZ3iJ+8oWSciIiKyBWO86xn2ct1mERERkZ5K8ZN3lKwTERER2YJ6hkVERETaRvGTd5SsExEREdmSgYBnXcPWm3pEREREejLFT55Rsq4brFu3jsLCwgbnwuEwwWCwm1okIiIi9RnA53hXl7WWF198sdG1goICxo8f782NejnFTyIiIj2b4ifvKFnXDaZNm8bNN9/c6Hz//v27oTUiIiKyJa+nccRiMaZMmdLo2oQJE3r8bmQ9heInERGRnk3xk3eUrOsGU6dOZdKkSQ3OTZ48WT3DIiIiPYUBx/FqGgf4/X5mzJjR6FJBQYE390gCip9ERER6OMVPnlGyrhvk5eWRl5fX4FwoFMJxPBovKiIiIh3idc+wMYaJEyd6U2GSUvwkIiLSsyl+8o6SdSIiIiJbMAb8Hi2QbAyQ3Gski4iISBJQ/OQdJetEREREmqABWyIiIiJto/jJG0rWiYiIiGzBGPD71TMsIpIs3OpKbFUZTlZfjE8fk3sqG66i+sNXiRetwz9wBKHdfozx+bCxKNUf/5f4umU4uQMwgQDxdctxcvphUjKIr/kBJ6sPKXsdiZOW2d1Po9dS/OQdvQuJiIiINGI8CzZrVl0REZGeKLpsIaUP3UD1ey+AG8fJ6kPaUWeRdeqVmFBqdzdP6qn83xMU//1SbEVJ3Tlf3lDSjz+f8qfvwN24ptU6TGo62VP/SPox53RmU5OY4ievKFknIiIisgXPe4ZFRKTHif6wgPWXHoKtKK0755YWUf74rUS+/oh+f3weE9CO0z1B9cevU/Tnsxudj69bTuk/fkeiiR1bVUnxnRdjMnJIO/BEj1spip+8o2SdiIiISBO05oqISM9iqyuofucZogvmgDWY9My6UVYmLRtbVYZ1XZz0LGxVOdbGcdKysdXl2HgcJz0bG67ERiM46dlUvPNCg0TdprsAEPl8NpVvPkH6Yad38bOUppQ9esum/5rm5kUmOl/SgjGUPXwzqQecgEn2jFAnUPzkDSXrRERERLZgDPjUMywi0mPEli6g5A/HJzTVMRHWWuLVbgslDFWzHlOyrgdwK0qJfPW+dxVaS2zZN8TXr8CfN9S7ekXxk4eUrBMRERHZkgGf36Ou4SQPNkVEOspGw5RcfwLuxrUeVtp6gXjROu/uJ+3nxjun3nisc+pNZoqfPKNknYiIiMgWDN5N40jyWFNEpMPCc57HLVzpbaUJvDn7BxV4e09pF5ORg3/4eGLLvgbrxfagBqffIHx5wzyoS+pT/OQdJetEREREtmSMhz3DyR5uioh0TGzhx57XaYzB8RncePPJn/Sjf+75faXtjDFk/vQSiv7yi5ZK0ZZ16zJPuhjj83nQOmlA8ZNntPSfiIiISBOM482XiIh0UCDUKdX6AqbZ4TvpE39BaI/DO+W+0napPz6FzDOubvyHNRAi7cgzwZ/4OKT0n1xA+vHne9tAqaP4yRsaWSciIiKyBWPAF/AmUkzyjmERkQ4L7XU0Vc/d6Xm9xhgCIQc3ZonHLVjwD92WrDP/QMqE47RTaA9ijCHrtN+RduipVP3vCeIb1+IfNJLUQybjy+pL1pnXUPnGE8TXLsNkZGN8ftySDTjpWRAI4Zasx8nqS9pBJ+EfPKq7n06vpfjJO0rWdYN169ZRWFjY4Fw4HCYYDHZTi0RERKQBA45HwSamZtfBF198sdGlgoICxo8f7819ejnFTyLJyz9ubwK7HEL00zc8r9sYgy9g8AXAyd+G3L+9g5OW6fl9xBv+/GFkTvlNo/O+3HwyT7yoG1okDSh+8oySdd1g2rRp3HzzzY3O9+/fvxtaIyIiXc3GY7hfvob76fPYymJM/rb49jkNM3AsduHbxOc+jVuyFhMIAQZiYfAHa7oYo2FMZn98e5yIGXOgev07iQEcnzc/WwPEYjGmTJnS6NqECROYOXOmJ/fp7RQ/iSQvYwzZV/ybsnsvITz7abCu5/fwbzeBrEvvV6JOpAMUP3lHybpuMHXqVCZNmtTg3OTJk9UzLCIdYiuLcT+YQfyLlyFcjhm0Hb59foZTsF93N03qsZEqotN/jl303qYzBrv4fdw5MzBDdsSumL+5bHN1AO5nL+Dschz+U+7AOFog2XPGeNgzbPD7fcyYMaPRpYIC7TSYKMVPIsnNpGaQddkDxE//A9GFH2F8fnyDRxNf/jVg8A0dS3z5N4DFGToOd+W32FgU//DxxFctxkaq8Q8fR3ztMmx1Bb6hY3E3rMBWluEfvh3+4b17lI5Il1D85Bkl67pBXl4eeXl5Dc6FQiEcr/Y4FpGkY4tXEf3HSVC0gtrdsGzRCmJfvYbv8CvwHahFdHuK+Ku31EvUQf2UXP1EXSLcT58nPnRH/Ae0tDuatIsB41HPMKZmVMjEiRO9qS9JKX4SEQBf/yH4+g+p+94/bGyTxzQ4P27z8fDtNpcZsX3nNFIkWSl+8oySdSIi3cCuWYD70QzsqvlgLQRSIVJRM80xkAbRypqCjY6rABeC6TXHrguhdNyVC6GqvLb2BveKv/ZnzOj9cQYpIO1uNlJF/IPHPKzREH/nX/j2n6rpsB4zxuBL9SZM0v+NiIiIJAPFT95Rsk5EpIu5nz+D+8KVnq23Yl0L4XjL9/zoMZzjb/LkftJ+duPymqSsdzXWjKYMl0OK1tjxlMc9wyIiIiK9nuInzyhZJyLShWzxStwXf1czms6zSlury2ALl3h3P2k3E8rwvlLHB/6Q9/UmOwNO0KO1AJM82BQREZEkofjJM0rWiYh0Ifezp8BteRRcm7U6RNxi0vt6e09pF5M7CDNsF+yyTz2r09n+CIxfC+x7zhhM0LsFkkVERER6PcVPnlGyTkSkK63/zvs6DbV7SjTL2XlS8xelS/mP/h3R+6fUrDe45X+aMW0YdWkgmIrvsEs8bqHU8mwah4gkxLpxKPwaohWQMxJilRAug+yhmFB2dzdPREQSoPjJG0rWiYh0pbQcz6s0xkDAh400PWLPjDsUM+Ygz+8r7eOM2ofAOTOIvXA9ds3CmpPGwdnhSJy9TyH+2u3YpfNarccM2xn/T27AGTi21bLSdsaA8WgaR5J3DIskxC6eCR/eDuWrG190AthRR8E+v8WEsrq+cSIikhDFT95Rsk5EpAs52x9LfJ6Xu4HWMD4DIR826oK7aWRWSibOfmfjO/BXGMej4ejiCWfM/gQu/29Nsq6qBNNvG0xWPgC+Mfvjrv8eStdicoeAjWOLV2OyB4DjxxatgKw8nP4ju/lZ9HJaIFmky9jFM+GN39DsL4sbhW+fh43fYo/9N0brdIqI9EyKnzyjZJ2ISFcatgdm/FHYBa94XrVxDCbkx1oXM+pAnMn34Wgtsx7LGINpZlSc038E9B+xuWzf4ZuP+wzp9LYJm9Zc8WqB5CSPNkVaYN04fPhXWl3PAWqmyH73Moz9SVc0TURE2krxk2eUrBMR6ULGGJxJt+P2G4X9eAZUFddccPzgxtpw7Nu8UUX949RsnN1Pw9n/Aowv0CXPSaRX8nAaR7L3DIsAWBuH0u/ButjM4ZiKleBGsdUVmPJViVe0+FUl60REeirFT55Rsk5EpIsZXwDfgRdjf/RLKFoBgRRsej9MyUrwBbCZAzDFy8HxYbMHY4pXABabMxRTsgrcGDZnCKZsHcQjkDMEytdDtBpyBmt6kIgnDHi2QHICI4ZEtjK29Hso/hp8IWz6EEzpkppOpf57YEI5m8tZC98/i/1mOlSt3XTWweLWHEbdNtzVQKTcq6cgIiKeU/zkFSXrRES6ifEFoV/NumMGoO+Ipo/7DN98nDt083HO4M2VZQ/q9PaKJBUDBD1a6zHJe4ald7Hhjdi5f4B1HzQ8v+kLxw+5Y6H/7jh5+2ELP4Mv76LhL0K9BJ3PYEn018RC7qiONF9ERDqT4ifPKFnXDdatW0dhYWGDc+FwmGBQa0v1NtZaKP4Kd+2bEK/CZI3DDDoU40vp7qaJiEhrHO+iRGstL774YqPzBQUFjB8/3rP79GaKn7qXjZZhV7yEXfBPTKS08XUABzBxKP6qJv759kGI1X7eamZ0hGNqPthFEhxht93J7Wm+iIh0FcVPnlCyrhtMmzaNm2++udH5/v37d0NrpLPYeBj382uwa9/efA5g4V34drsNk7t9t7VNRERa4RhI9ShMcgyxWIwpU6Y0ujRhwgRmzpzpzX16OcVP3cfdMBd33m8hUoETbZx025yoM40umESmMKUHsPEIJm7rSjf5UW+f32L6b9emtouISBdS/OQZJeu6wdSpU5k0aVKDc5MnT1bPcC9iY5XEP/s9rH+/8cVoKfG5l+A74GlMMKfL2yYiIgnybM0V8Pv9zJgxo9H5goICz+7R2yl+6h62ej3uvMshHsbEW0i8NbVrX6JLDTkGsoPYiAuROLgWm9oPkz4M3GjN1NfxP1WiTkRka6D4yRNK1nWDvLw88vLyGpwLhUI4jkdzu6XbWGuJL/s38R8exKmsBJrqGbYQK8eueAkz8rSubqKIiCTCgA14t+aKMYaJEyd6U1+SUvzUPezy5yFe3XKh5j6XteXzmjEQ8tV8AYw7GTP+F22oQEREup3iJ88oWSfiofjSGcS/vx/ittX41BZ9DihZJyLSIxnjYbCZ5Csky1bJWku8cBbu8icwbNqTzzEYtw078xlantba3IOMD7PNsW1proiI9ASKnzyjZJ2IR2ysgviyxkN0m2X06yci0qNpwJYkKWst0SW3E1/9H3yx+OYLPrCxmsMGH6Gay98ZU/NpI9aWBJ+D2eM6TNqAtjVaRER6BsVPnlC2QMQjbvEnEK+q+cZpvSfZ5O3XFc0SEZH28Hgah0hXsdESImufIFr4OjZajPFngI1h3TBOyhACecfh73sYsfUvEl3/Em71avClYoyDjZXXHMddfOESAFy/wV+7Vp0x2CCYSBPJN2ubHgVhDGboQZissdg1cyAegUAqxKoBF/xpEAsDFvpshxl5IiZrRKf9fEREpBMpfvKMknUibeTGSolXfg2AL2Uk8eolNRci6zcXMgbrBydWs6tZo/eZtKGYgT/uiuaKiEg7WFMz5c+rukS6ghvZQOXXv8SGV9ads9GqzdcrFxH+4S+EV/wDYiWbHxir2jw4LlaNiVEXv9iAwUYspraAY7AhsHEw1mJyd8bkbo+tKoSiT6F6XYM2mcGHYXb+PcaXghn788542iIi0kMofvKOknUiCbI2RtWqewgXPgs20ui6iVtS2JyYsz5wMZgtp37k7oRvp+sxvpROb7OIiLSfqyhJtjLh5fc0SNQ1tikmqZ+oa4KpH7oYQyzNwVfl4ribzxFKwWx7LmabkzH1RtTZkm+xGz6pWXeu/16YjGHtei4iIrJ1UvzkDf0YRRJUuexPRIpebfa69RniAYs/uunEptF11gfGBZwU/DvfjtNnly5pr4iIdIABN+BRl26S9wxL17DxCmIbZ3lTF1u8bB1DPN1HPG43bTBhCO45Aye9cSLOZI/GZI/2pB0AbqyIqsJHqS5+DRsvwRccRkqfSaT0OQ5jfJ7dR0REPKD4yTNK1knSi8c2EossxXHScPx5xCI/EAsvIVz+HtGqLzEmSDB1V2zRG63WFUkDUw6+emsxYww2lElgx1txsnfovCciIiKeslogWbYiNrJh8+4PHa3LB05TVfkM1mdwcnZvMlHnNTdaSPGSc3Gjq+vOxcNLqFh9K9GKeWQOvV4JOxGRHkbxkzeUrJOk5cZLKFl3O1VlbwD1smsWnHoT5C0QLZ6FP5HUvmMIZ1p8UfBtGmHn5OxOypg/1izwLCIiWwVrIO5RlJTsa65I1zCBHGq24HNbKdk6a8A14NgmRtn50gmMuLjD90hExdp7GiTqNrUOgEjpm0RK/kco59AuaYuIiLRO8ZN3lKyTpGTdMBtWXEw0vHCLCzXrtFgspn5o2sSmZ80yhngQ4sGab0PZw5WoExHZCqlnWLYmxp+FP3cCsaLZHlRWs+aQdcGJbz7p6/9j/EN/jpM2vOP3aIUbryBc0vK03uqiF5WsExHpYRQ/eUPJOklKVWWzGifqqEnUmSZG0FmHBoPv2sKXOrZ9DxQRkW6jnmHZGoWG/op42XxsrLjlgk4KuNUtlzE102HjDhh/Dqnj7sHXBUm6WjZW1OS0Xosl7tv0OxpbSijyDfH4evy+fIKBbRtsdiEiIl1L8ZN3lKyTpFRV/r82lXedmuAQmk7mNc1g/DkEcw9pY+tERKTbGYj72zKsuuW6RLqCkzKEtO0eILzyX8Q2/Ldm93onpSbpZWMYfy6BvGMJ9J9EZO0TRNe/BPEyMAHAARsG46/5cqvBBAn0O4zg4J/jhAZ06XMx/hzAR/3e0qjPUpXq4tYtU7eGsrU/q7seCowlr89VhIJj2nSvuFtOWeVMqqMLwDo4ThpxtxyDwXHScd1yMD7SU/YmI+UAjNFHKJHO5LrVlFa+TFnVf4m7pTgmBUsca2MEA8PJSf8JaaHdu7uZ0hTFT57RX5pusG7dOgoLCxucC4fDBIPBbmpR8rFuJTW//Qm+kRiIBiEQSfwexpdJxohbME4KAHG3jOKK/1Ba9V9cW04osC256SeRHtqzze0XEZHOZYGYVz3DgLWWF198sdG1goICxo8f782NejnFT4lxQgNJHXkVdsQV4IbBSQXcmuSbk1Y38ixl2AWEhp4PbtWmMgbcyprkHs6m86Fu28DB8WUQzD6QSEnNBl8xn6UiveX1+MLRb1ix7pcMzX+IYGBoQvepinzBysLLcG1pq2VLK18g6B/J4H53EPDlJVS/iLRN3C1hReEFhKPfNnk9EvuO8qo36JPxM/pln9/FrZPWKH7yjpJ13WDatGncfPPNjc7379+/G1qTfKqiCwmbEkwTiTprmlmzDrCOIZben6ycU4mVf4q1FseXio1X1ZT3pdcEtlj86TsR7HMUjj8LgFi8kKWFvyAaX0FtkjAaX0V59dv0yzyXfplnd/4TFxGRxBmIedgzHIvFmDJlSqNLEyZMYObMmd7cp5dL5vgp6hZSFvkQa2OEfNsQdVfi2sim47W4tpJU/xjSAps/uBjjA1/apu984EtvVK8xTsPzDY7TGpXvaun5vyJa8Tk2Vkh1aFOirpWRFtZWUFz2b/L6XNVq/XG3jJWFl+La8oTbFIktYfWGqxjaf5qm3Ip0gvUldzSbqKtvY/lDpIZ2JT1l7y5olSRM8ZNnlKzrBlOnTmXSpEkNzk2ePFk9w11gfeUjrCm/A58PsqlZ+bJBUs7UZO8NpomEnUP2oN8RSt8L+p/UpvuuLbl1U6IOthzNV1h2P+mhvUgNbt+OZyQiIp3BGnAdb4JNa8Dv9zNjxoxG1woKCjy5RzLoqvjJtdWUROYQs8UEnQFYGyFqNxJ0BpAV2KtLR5pZG2NVxd8orHqaRBbPTfPvwPCsmwj6BnZ+47qALziAnIJ/UrnuAYrjzyU8Jaq88n8JJetKK1/BtWVtbld19Auqo18pdhPxWNwtpbTytYTLF1c8o2RdD6P4yTtK1nWDvLw88vIaDp0PhUI4jrZN6UyV0S9YU34HAHEfVKRa0qtqor76iTlrNn1f9x5jCKXvQ3q/Mwmmtj0oi8U3UFb9VqPzFotrwDWwvvJh+jo/J2aLCTmDSfENac9TFBERD8U8zMkYY5g4caJ3FSahroifNoZfZXnFX4g3k8AJOPlsk3EdmYHdPLtnS1ZV3EFh1RMJl6+MfcHi4vMZ3edRfCa1E1vWdXyB/qQNOB9WPZfwY6wNJ1SuOvJFO1tV81gl60S8FY2tBBpvLNOcSPSHTmuLtJ/iJ28oWSdJY0Pl0w2+D4csUb8lJWLwx2smxWaE9gE3gnFSSc08iFDavjhOGsZpf699JL4SaLjGStSxVAdrNq4AqLRvsLr8jbrrWf69GJH6O1J8g9t9XxERaT+Lhz3DntQina0k8h4/lF9DS8O3ou46viu9iLHZM0j1d26vftTdQGHVU21+XMRdQXH1TPqmTmq98FbCcbLw+wYSi68hkd+oUDCxdYyMSTy+izmWqoAl6qtpQWl8OrZ0OmDI9u9GfuBE0v1j8JGu6bEi7eRzsttYPrOTWiLtpfjJO0rWSVKI2mLKoh83Ou/6oDLVUvtWMKDPBaT4R3p6b7+T0+D7mGOpDG1RaIuYrjT2IQvKf8EOmQ8TcHI9bY+IiLTOGkvM59U0jmQPN7cOqyunbTpq6f/LYomwtvrfbJPxh05tT3nkIxKZ+tqU0si7vSpZZ4whJ/NkCov/mlD5nMyfJlQuPeVHlFa+3Gq5iM9SlmI3701mIEox2Jpv10VnsS42C4BUZwSDg6eRH5iopJ1IGwX8g0gJbEd19KuEymemHd7JLZK2UvzkHc27lF5vXfR1Pqw4mmrWY1vJz/tM48WXOyroH0ZKvQWfqwKbDlqJ36J2HWvDbe9RFxERDxiI+r35SnSdLek+MbeEynhiHw4BSiLvdmJratg2TAXz8rE9VXbGT8lMb30qVG7Wz8lIOyShOjNSfkQoMLbFMhZLeUq9+NHUv7bl3Amocn/gu+ob+CF8V0JtEJGG+mdfRCJjioL+UWSnHdv5DZK2UfzkGY2sk16tPL6Qb8L/B9RMWwi4zf/Gp/l3JODL75R25GVfxvLC84mbMG4b5vBvjM5iSOov2nQv18aIsAEfafhJI8wGHEIEyCRMIQ5BgianbU9ARNrFtTHWuW+xLv4mUbcSv0nDJYzFJdMZxRDf8aQ6g7q7mdIEC7ge9egmd7/w1iGR5FbMQLW/Zq1ZQwXzI78nbqsxBHHwEaMKHwEMAeJUYvDjECROJX6TTr7vx/R39mtygwrX1tzfMf6643T/Tu1+Pun+ndv92J7KGIe83N+TlT6RsopXiLsbgRSMsVgbxu8bQFb6RELB0W2o08+QvneypvgGKqrfabJMxF+znvGWGiTqzJZXYGVkBvmBo0nzeTtjQ6S3Sw3tzNB+97C+9G6qI59vOutQ+xtnCJKZdjj9sy/EcXrH2py9ieIn7/SqZJ21lgceeIAZM2awaNEiAoEAO+ywAxdccAFHHXVUdzdPusGK6GPUvrGH/RCKWXyNIi4DOAzIOL/T2pEW3JFh/f7B6rLbKePz1h+wSdxWJlzWtVEWx/7FsvjTNVMzAEMASxQAhwDupuMcswOj/FPp59PuSSKdJWpL+SR8MSW23midelFHofsuP8T+zfaB6xjoP6zrGygtskDUowWSvQ42XdflrLPO4uWXX6aqqgpjDFlZWZx77rlcc801Ht8tOfhNH0LOUMLuCrb8H7NAZQCqApviB2vBxFkT/2+b7rE6PpNcZ1d2Cd6O36QBsDb+Jt/HHqbY1mx04CeLGKV1x5l+SGnTIDmDY9Lok3pcm9q2tTDGkBraidRQ+xOZW/L5shnc91YiseVURxZgTIiAbwiR2BKM8bPBfkJ5tJlNPloZ9bEu+jLb+C70rK1esjbOevcDCu1HuNYlSDYxynCJEzI5RG05LjFyne0Z4ByMrw3r+4l0VGpoJ4b1/wfR+Fpct4KAbwCurSDuluL35eNzMrq7idIMxU/e6TXJOmstp556Ki+88EKD87Nnz2b27NlcffXVXHnllQnXd80113D77be3WOaEE07goYceald7pWuUxD/d/I2BshRIi1gCcep2fw35RjAo83LSg7t2altSg+PZps9dbCw5gjgVCT0m3T8uoXLWunwavZL1bsNe4dpEHVCXqAMotl8yN3oxO3MzA3wHJ3QPEWmbr6O3NEzUNcHi8mX0WrKcMaQ7w7uoZZIQA3GvFgvxcBqH67qMGTOG1atX152z1lJSUsItt9zChx9+yMsvt74GV62DDjqIjz9uvKZrfUOGDOGbb75pd5u3BsYY8lNPY1nFzY2uRXybEnXWgjE1X+1U5H7Cwuhf2S74e76PPcLC2B0Nrtcm6mqPi1MgtxJCW861bIbPZDIi+3YCTp92t3FrZa3LBvsZlawhxfbDZ4JUsJqgzSFgMqhgBUGyCJLDCnc+AdIIuqMp4wd8pJLn25OseutfpQRHAVAZKaVeCLX5fgm0KWI3ePTsvFVtN/Bx9FJK7cJWyy51nyKFu9kj8FeynFFd0DqRzQK+fNiU+HFIw+/r370NktYpfqrT0fip1yTr7r77bl544QVCoRC33HILJ510ElVVVfz973/nb3/7GzfddBP77bcfP/rRjxKqb9GiRZ3cYmlNxJawxD7LCvcNIpThJw2XKJYYWWYkI80k+rMHy3iZpe4rVFGIj5qdG+KE8REixHoMm3/PrYGKEBgLjmuxBvbMuJdgF23i4JgU8kI/YXX43wmVzw8mtkDyevfdRom6ltWsjrwg+hfynP1xTK95KxDpEartetbEZyVQ0mKJszz2DGODl3V6uyRxFoh6FGx62TM8ZcqUukDzpz/9KTfccANFRUX86le/Yt68ebz99tvcfffd/OpXv0qovuXLl3vYuq1b39AkwvGVrK2e0eB8lZ/NiToPrIq/wjD3ZBbG/t5qWWsMG9MswTiEYjXxy7DAqRgbx7VR/L5cXFuBtRFS/WPISTkc36ZRe8lkgzufT+LXU8GKhMoXx2uyb4vjgbpzftIY45zNKOeUBhtD9A0cwg9Vt+ISof5vs6H13+0UZ3CiT8FT1sZZYz9go/0KhwAhk0u1XQ84hOjD97F/EWZtwvVVs46PohdzUPAZfCal8xouIls9xU/e6RWf0MPhcN0ouJtuuomzzz4bgKysLG688UYKCwt5+OGH+ctf/pJwsu67774D4LXXXmO//fbrnIZLs6rsOt6Kn0clq5u8XmnXsMbOIZU8qljXbD3WiZPWxEZq1kDcZ8h0xndZoq7WkJRzqYwvpiQ2p8VyQ1MuJDuwR0J1roy/0qY2WGrW3omxkVXumwScvhgMfRiHX0GYSIeVu9/ReNnx5hhKbe8etbQ1sqZm+QSv6vJCaWkpr776KgDHH38806dPB2Dw4MG8/fbb7LjjjixZsoQ//elPCQebRUVFANx6662cd9553jR0K2WMYXD6hfRNOY6N4ZnE3I34TDaF5sGaLJlHLFGWxZ4i4fcIY4j4a9ZOA4j589jGf4pn7dnaldnvmRO/iDjhDtUTo5Kv3L/jI8hI30l15/0mk21SL2NJVeNRl3WfJBv9jtd0FecFWt8Qw2tldjlz4r+mnHofJOvvj2EtoXZ8BA5TyEr3dYb5tKC/iDRP8ZN3ekWy7r333mPdunX06dOHs846q9H1Sy+9lIcffpi3336b4uJicnJyWqzPdV2+//57AMaNS2waonjrU/e2ZhN19bWUqAOo8jmkxOMNRtfVqOkPHRY8uwOtbB/HhBiT/leKY3PYEJlJ1C3B56RibRyXMFX+ECUBl/nMYUF8HgBxIjgEMJh6xw4b4sUYfGTZpQnd2wLVjkPYcepGCLzLH+o+L/hJZ6w5me3MmRijzaJF2stHW5LeFh9aILmnsUDco5FUXqV5pk2bhuu6GGO47777Gl2/5ZZbOPHEEykqKmLp0qUMH97y1OpYLEY4XJPgOOwwrZtYK8U3jEFpmzd3+qbqyYSXr0hUjLJ2P7baFnrYkq3fovjDxKn2rL5v3Ols4xyPYzaPussP/oSA6cvK8IOUx78EwEcaUNlMytVSkPJbUpwBnrUrEXFbzbvxi6hkTbNlnDa+IblAxDhgYKX7NkOdiQ1GHoqI1Kf4yTu9Ilk3e/ZsAPbff3+CwcaLn44ZM4Zhw4axbNky5syZ0+pmE8uXL6e6upoBAwbQp8/WveZH2JYTpZJUcokTIUI5qeT26EViq+x6Vtu2TOlsnusYSoI+MqNx/PV+2/1kUBC6nL7+xEZaes0Yh9zABHIDE+rOuTbGe/YGltn/JVxPCREAgpiEUgOVPh9Rx6mZzrMFC4Sp5BP7IN/xJuOZzAgOIWCURBBpq2xnB4L0JcJGEgk18rV2ZA9kiDpefSD1pp5XXqkZRT1w4EAyMhovrn3EEUfg8/mIx+M89NBDrS6W/NFHHwHgOA4jR2rHyubk+w5mVfxFj2ozpJgBZJlxrKZtG1TUSjVdmwDq6byKGWtFKKLILqCvabiJRZ/AAfQJHLBp8y+Lz6QTt1VUuctYG3mODbG3cYmS5duRQcFTyPHv5mm7ErHcvtFioq4tLFDl+KhyfHUdvIv4mCL7S/bnOjJMvif3EZHeRvGTV3rF0Jna9eV22GGHZsvsuOOODcq2pHYK7JgxY5g2bRo/+tGP6NevH4MGDeLQQw/l4YcfxnUTnd7UPTbY73jNXsnDHMsTTOYhjuTfHMMTnMwjTOIDexeRNuw02pUqWIWXM9RjjqEo6KM44FDmdygJOOyW9gz5gZ61Q/BC+3SbEnX1VTs1K6+29FOLQU2iDhqtu2OBCH6ixo9rHIpZzhx7K8/a0ylOcNSeiGzmGD/bBn5J7fqQLckwBQz0Hd5iGel6NT3D3nx59Rdt2bJlAIwePbrZMv369QNg/vz5rdY3Z07NcgxZWVmceeaZ9O/fn4yMDDIyMhg4cCDnn38+sVibtiLtlUb4z8BHugc11Yzq39b/Swb5j8Lgp20fRAwOQb1fbMFtaveHTqzTZ9LwmfRNx6lk+MZQkHoFe2a+wt6Z/2V82m3dkqgDWG/ntlrGTfAlV+X4qPI1HtdRyAL+ay8hZjs27VhEeifFT97FT70iWbdiRc1isoMHN7+I66BBg4DN/1EtqU3ovfPOO1x66aV8+umnVFdXU1payvvvv895553HKaecQjTqfXDghUK7kJe4gBV8SO1L3LJ54bYolXzFM7zKr3vkH9og2d5XagxRn0O13yHuSyVosry/RwdYa1lon6G9vQdxx6HS8bW42HFdom7LewMRfNgmhitXUsgseyWu1Yc1kbYa7D+W7QL/R5DmRmgb8pwD2T10jxbs7oGsqXnf9OLLqzVXSkpKABg2bFizZfr27QsktvDxZ599BkBxcTFPP/00VVVVddfKysqYMWMGY8aMobKyZ3budZV0Zzh7hO4j04ztUD0h+rJ94A8M9B9ByPRhO/8VtPWjyHaB3xE0nRAnbcX6mOY769vDIUi22dbTOrtO62821hjirRSrWTbF1+zGKmWs5Afa18EsIr2b4ifv4qdeMQ22vLwcoMkhjbVqr1VUtL7mSO3IOtd1OfPMM7n44osZPnw4K1eu5IEHHuDOO+/kpZde4sYbb+S6665rsa7dd989oeewZMkSRowYwbp1La/Bloj/2tvYmMBaKKXM530eZYw5usP39FYaNjaMUhZ3Su1DzUGs923olLrbK2arWOW2nkjeUlnh5oRxCRBwLSHXxWddLJBhBmFtFIOPCl8VFU7j17+LIdrCwtmlLOVT8wpDzd5tbp9s/davX9/dTdiqBdiLsXY3St1viFNFuhlO2K4nRiXpZjgpTh7FRKGV9Td7s578Got7NP0CIBKJJLy0xsaNG5s8X9tL29Lau+npNSN+6geOzamNdwC23XZb/vKXv7D33nvzySefcPXVV/PJJ5+wdu1ajjnmGP73v679YN4d8VPLcingVsrdJVTbdYRMf4z1Uc0aQqYPjk2lilUETBZ+m0UVKwiQQcD0odIuw08aWc44HONn3abf9yD7sE38JpbHn6HI/RyAAJlEKd10nEV0UzzXx9mFof4TCDg71D1eamS7h7Mo/l6bHlNa2HyH+zDnUIp9YbbG92WfO4YS94XWC1qL31oc23R6L2IMFf6W3/++ZBZZTveMINwa9OS/bdI79OTXmOInb+KnXpGsi0Q2rdvVxHp1tQKBmkViE8luxuNxxo0bx7HHHsv//d//1Z0fMWIEN910E5mZmdx4443cfffdXHjhhXVDJnuCClvIOr5q9roFovipJoCL4W3+w+d8TIwofmp+RjGi+AhggDgxHHw4OMSIkkIGo9mHMexbV74zbOc7jw/iv8PS8ogug6/BqMHWhMhlW6fn7aDmEMDBj9vK821NbS9Erf2cP5Nu8gD4wf0vn9q/NXqMm8Cb6Qa7UMk6kXZyjJ8c3/Z136eQ142tkURZDFHj86wuL9QuwZGS0vxIzNp4p3bh49bqC4VC7Lbbbrz++ut15/fff39mz57N0Ucfzdtvv81HH33Et99+2+L0kWSR4Ywkg83r02SwTd1xOkPrHW+e7ZHGwGbr6+PbiT6+nZq9Lq3Lc/ZgnP0FX7vT6Oikqf5mT8Y5U71pWDcYaPZjEY9sWlKmBcYQMwZjLcZClhnJdr5fUmlXYolTRRWf8lCLVbhtiL9FJHkofvIufuoVybraJF1LP9jaa6FQqNX6/vrXv7Z4/ZJLLuGuu+6iuLiYt956ixNPPLHZsnPntr52BNT0IDuOQ15exz7EbbClZNF00tICpaSCCZBSu8GAMVSwEiChDe+rWctHLGYFH/NT/kCItITbZnFZwnwWMx+LSzrZVFKKiyWDbKooJ06MoYxhLBPIt//kK3ca6+yHNU3FX5e8C5DBCHMcw80xfGOns8L+D0scg7MpTHMBZ9O0UBeDjyHmELZzziPdNB80d6ft3cNYame167HZeY3/z/synhH1EgR97AmsdB8lTAn1g9kYDrFW3lDzTH/yjBIMyayj700irelprzELHgabNbFKcz2+iXI2dca01OtbG+/UBp0tqV0guTmPPPIIQ4cOxVrLtGnT+Mtf/tKG1nZMV8dPsnXL41y2txNZ5r5MpV2NnzSMcYjacvykYoyfmC3HIYTPBFlrVmMIkpfXjyil+Ewqg80h9DU7b/U7nR5j7+f9+BWU0Po63QADzf7s4VxDwGxel7HalvC9fbrFtfvGmn0VGyZA703S2Xraa0zxk3fxU69I1tVOca2dDtuUsrKaaQS1wxs7IiUlhd13351Zs2Y1GALZE2SQ1+xosyqCRGu3oe9gILKKhczm3xzKuQmVL6eYx/gTq2j95/UhL5NNP041v+dHvr8RsaXEqCKFvsSpJkoFKfTB2fRc9uR6drVXEqGUEDmb1mArJkgOBghTTJAs/CbxxGJ32MGcySo7hygdXRvIYHDYxTmvwVm/SeFHzp952/01UTb/rvhwiVmnxdfEMCY0e627LeNb5vAS3/MVFkgljSpqpvumkk41FRgcRjCefTmGoWhkiIgkJt7DPrT7/X4ikQjFxcXNlqld7iM1teM7eefk5NCnTx82bNjAggULOlyfSGdKN4MY50tsVFy+v2aKa56/Z33I9UK6Gcghvoco5FM22q8wNkCq6U8lq3HwkUo+FazC4JBv9iLbFDSqI8Vks609moU818QdDCEyKeDITn8uIrJ1UvzkTfzUK5J1Q4YMYd68eaxcubLZMqtXr64r64XaBQirq6s9qc8rIZPFSHsQi2k4QstSk6xrbqHY9viCNziAnxGk5YXRLZYnuTWhRF2tEgp5mBu4gL8TNFkEqdkQwiGDAI3XJvSbNPz1Rvn5GVB3nFbvuCfLNsM51Lmbue4drOOzdteTyyh2dS4g3+zS6Fo/sz1HO4/zvX2ZdfYzwOIjlbUspIym1z3YhgPpY0a1uz2d6XPe4T/cja03UrC6XiKyms1r9H3FhyzgI07gAnbswclHEekZLIaIR2GSV9M4srOzqaysbHGzrNre59qNtToqIyODDRs29Lh4R0SaZ4yhP7vS3+za7jp2N7+iyhaxjLcbnE8hl4PNnwiZzI42U0R6IcVPNbyIn3pFsq52DvAXX3zRbJkvv/yyQdnmrF+/ns8++4xAIMCBBx7YbLnS0prFf2uTdj3JXvyKQr6lhM0vRgtY4+3mv1HClFFIX1pOgK5kEcv5ps31l7KRr5jDzhzU3iZudXLNKA71/Z1yu5pqNpJG/qa1QwpJpR8GH5WsJYVcfKTwg/MlIbIY5GxDOSsJkkkmQ1ucwpFichlnTmMcp9Wdc22MeXYa3/AscWrWgDT42Jaj2NNc0OnPuzkxG+MLPmUlywkQJI10SijCT4AAfmYzoyZRl+D7uGstz3Ifo8zOpDWR9BURqWWh1SUC2lKXF4YPH87q1av59ttvmy2zYUPNBko77rhji3V98803PP/886SkpHDxxRc3W652rd+eGO+ISENhG6aQdQQJ0Y/+HZrS6zMhDjQ3UGi/YZmdTYwq+pqxbMOB+EzrywqJSHJS/FTDi/ipVyTr9t9/f/7yl78we/ZsIpFIo40mvv32W5YtW4bP52PChJZH1JSVlTFp0iQA5s2bx5gxYxqVicVizJs3D4Bddmk8eqm7pZocjrX38A0vsoQ3qKYUPylstMUJJzUSFaL1acVLaf/Qz6UsSKpkXa0MM5CMegtSp5Nfd5zG5g1N+pqxAKSYHFLIaff9HONnD/NLdrSnsXbTmoJ5bEeqSWznnc6wzP7ANP5OCcVNXg8SIc24CdUVsw7VBInhAwx/sdcxkZ+yq9nDuwaLSK9iMYR7WM/w0UcfzQcffMCaNWsoLy+vWwak1uuvv048XrMMxs9//vMW61q7di033HADAGPGjOGII45oVKa6uroueD3ooOT7WyyytYjaKC/xH+bwNuFNq1APZigT7QmMNzt0qO5+Ziz9NsWbIp3JWssiFvGpnUeYMEPMUPZmb9JMx5exkq6j+Mm7+MnboVbdZL/99iM/P5+ioiIefPDBRtfvvPNOoOYH1dq2vyNHjqzLpv7xj39ssswDDzzAunXrGDZsGPvss0/HGt9JgiadHc3JHG+mcbJ5ghPNQ4w13k79G86OZJDbajmH9mfWTe94iW41QiaTYWY/hpsfdWuirtyWcQ+3N5uoA+q2EmlN1PooJ7UuUQewgY08yH28Zl/0oLUi0hvVBJtBT768CjanTp2K4zhYa/nVr37V6PoVV1wB1PTijhw5stH1+g444IC6XdEuueSSJsucc845uK6Lz+fj7LPP7ljjRaRTuNblAe7iTV6vS9QBrGQ593MH8+2n3dg6kcREbIR77d38zd7G27zFB7zP0/ZJfm9/xzf26+5unrSB4ifv4qdekQkJBoNcdtllAFx11VXMmDGDsrIy1q5dy7XXXsuDDz6I4zhceeWVDR63yy67sMsuu3Dttdc2OP+b3/wGgGeeeYapU6fy9ddfEw6HWbZsGTfddFPdf+YNN9yAz+fNEM+uMIEpCY2ES4SPAAdwRkJlR7Fzu++zLe1fa0O2Xu/zDpX11ptrSiJv3tZCJbVTNRqXf5nnWG/XtaeJItLLuRjCBDz5cj0KNjMyMjj66KOBmhjlvPPOY/Xq1Xz55ZccfPDBLFpUs/vjNddc0+Bxubm55ObmcvDBBzc4P3VqzWL8K1asYPvtt+fll1+mtLSU999/nyOOOILnnnsOgHPPPbfRrAUR6RkW8AVf82WT1yyWZ3kC1yY2E0GkPb6y33Jb/B+cG7+Sc+NXcmn8On4Rv4Jz41c0Oj43fiXnxX/HHfF/8q1dwjpbyIPuU1zi/pYvabykVZgw99l7KLbFXf/EpF0UP3kXP5ny8nKvpgJ3K2stp59+et0PZks33nhjo8xn7fDHU089lfvvv7/BtSuuuIK777672ftde+21dUk9L+y+++44jsNXX33lWZ1NWc8y3mQ635NIL5th80zxzcdD2I6DOJNB9XbVXOAu4RX3Xb61yzBACiEqqcYAqaSQ4vuGNKekTW3NZzi/4JYOjczr7dat27SbWQ/bsruj7rF/5ZtmAs9aBpesTTvnNrckS9T6qKDlHX2OYCJHmePb08yk0FtfY9Jz9MTXmOM49BmXxVlfTvSkvunbv0jZd1V1ixd3hOu6jB07llWrVjV5/fDDD+eZZ55pcK423hk5ciTz589vcG2//fbj888/b/Z+Bx98MC+88EIHW915uip+kt6lJ77vtNcMO425fNBimcv4PduYlkeLiLd602usJbPcd5hhn2m9YDOCBIgQIZ2aRfibi+mP4hiOcbz5m9xb9MTXmOKnzbyIn3rFmnVQs+vRv//9b/75z3/y0EMP8e233xIIBNhpp5246KKLOPzww9tU35///GcOPPBApk2bxrx58ygpKaFPnz7su+++XHDBBey9996d9Ew6V3+G8VP+QDlFVFJCJn1xiVNBMRnkYjCUsZF0cvDhp5RCUskkSAqlrCdEBln11kwDmBmfw3T3+S3uVFZ3VEw5Jt6HQcTJNuUJbUY7nO04kUuUqEtSifShWGrWoUs1kYabHNvNFSTSG1PcwlRbEUleFjZNn/emLq84jsM333zD2WefzUsvvURVVRXGGLKzszn//PO56qqr2lTfe++9x4033sgDDzzAhg0bsNbiOA4DBgzgiiuu0PRXkR6utZkIAFWbOjdFvFRoi3jY/qdDdUSI4sNt9fPh9yzp0H2k6yh+8i5+6jXJOqhJ2J1zzjmcc845CZUvLy9v8fqRRx7JkUce6UXTepwMchusN5deb3OCVLLqjlPq7ZjZv4kptGvtBv7ltp4xtjisjOezjj5kmCpSTZALnLMoMetwcenHIIpYR5woQxjNQNT7l8zGsl2zUzrqCxPEtYYQUfzUTPEIkkJkU+9ciABVrdTRB+1wKCKNWRyqrTc7HlqPVx1xHId//etfCZdvLd65+uqrufrqqzvaLBHpBgMZzIImpg/Wl8+ALmqNJJN37Ue4HqRTEqnB37vSFr2a4ifv6FUvHfKmOxfbhjfpKAGKbIAiCxuNjz3NoXXXRnRGA2WrtBcTmMWrlFHaatkoAaIEwFr2YX+mmDM3JesMfgJcx5UUsaHJxxoc9mRfj1svIr1BT+0ZFhGpbx/253+81mw8vh070cf0a/KaSEcU0vGpiQAuDq6tmRjT3Ai7Hc1OntxLOp/iJ+8oWScdssY2nQTp7MdK75Zm0rjA/oYHuIv1rE3oMXsxgZM4DagZXQeAgdPt2dzDX4kRbfSYSfyUPkYj68R737sbeC++mIiNs51vIHs4w3ESWQNAegyLodp6s6mCV7uZiYhsKc/kc7L9GY/zUKOEXX/yOTnBDeFE2iqn3mysjjFECJBiog2Xttkkj3z2YE+P7iWdTfGTd5Sskw7JNhntTnlnm4zWC0nSGmgG8Xt7IwtZwEqWEyREFllsoBA/frLJZQPr8eNnPDvS3zS9uOooM4bL7dX8j9eYz6e4xBnBKA7iMMabHbr4WUlPV+hWsNjdSKrxM8hkscTdSMD4GGZyWOxuwG8ctjG5LHY34mAY78sj1QQACNsYn8dX8XDsIz51l2+uNAbDTR/+HDqOwU5O9zwxaTNrDdWuR9M4bHIHmyLirZh1KbHVpJsAAXyMsbtxkRnCx8xmGUsJEWRndmcv9iPFtLzRlkh77Wf24AX7X0/qiuEjbCG4Ref6aMZwpvk5QaMdybcWip+8o2RdN1i3bh2FhYUNzoXD4Q5t69tdDnB25VX3vTY/LkSQPc32ndAi6U0c4zCO7RlHx14rg8wQTkOLpEvzym2YW8Kz+W9sEfE29ECkE2BKYCdSCDAj+gmVpgKfcRuVW2o3cmn4Gf6d8jNCRn96twYWQ9yjMMlisNby4osvNrpWUFDA+PHjPblPb9eb4ieR5lTZGMW2mhyTQuoWfy+qbYzpkY95NrqAEqoxQAAfEeIYDBN8wzk3eDSjfZr2Kp1voMnjOHMYz9vX212Hg4OLCxii+Iniw2dddjRjmGx+wiAzyLsGS5dQ/OQdfWLoBtOmTePmm29udL5///7d0JqOGWmGcJizD6+777fpcWf6JpJqvMm4i4h0RMy6XFz1Il+4iU25rq+CKA9E5276zhKkcaKu1mpbypvxbznC37sDi97CYqh2vZvGEYvFmDJlSqNrEyZMYObMmZ7cp7frTfGTyJbWuhX8PTyX16KLieISxMeRgQIuDO1OPyeNqI1zadVLzHNX1j3GAhHim44t78R/4OOqFdyXOonxvqZnHIh46SfmSAaSx6v2TZZS89pMI4XKTZu9NTxOpXLT1m8jGcbRziH0ow8vuK/zKV/iYhnMQA43B3CA2Ruj5UO2SoqfvKNkXTeYOnUqkyZNanBu8uTJW23P8FnOsQwhj5fcd1i3aaHRIAEim4YxhwgQ3nRcwBBO8B3C7o4+rIpIz/B2fEm7EnVbcrDNLoxca158uZJ1WwmLIeZhz7Df72fGjBmNrhUUFHhyj2TQ2+InkVqFbiU/q3iBNbai7lyEOM9GFvFOZCW3ph3CV+6qBom65lQT4/bwOzyQdkJnNlkEAGMM+5rd2ZfdidgIDj78xkfERnEw+I2fiK35HBg0AWI2hosluGkJEYCLfWcTs3HixAlpuutWT/GTd5Ss6wZ5eXnk5TXs7QqFQjiOt1sTdxXHOBzh25fDnX0oo5IAflIIUk4lPhxSSaGCKgyGdK2bISI9zJuxJV12L/URbz0shrCHPcPGGCZOnOhJfcmqt8VPIrX+Gfm8QaLOtYaYG8DFxypcTin/L2m+cnym+d0y65vvrmGlW8JgJ7sTWy3SUP115eon4+of+5tZCsRvfPg92kFUupfiJ+8oWSeeMcaQRXrd95n1jjNI644miYi0qtI23im4PVxMk7uY1beHb7gn95LOZ60hrAWSRaQLvBxZVHdsLUSaeO8xTayH2pKNtorBKFknIl1L8ZN3lKwTkR7FtZb3Ixv4NlZGluPnx6EBZDuB1h8o0k5jnX68G//Bg5oMLg6+ZtatG2JyOMA3yoP7SFewQNx608vfzk3TRSQJxK1LKZG672M2QFPjsF3r4CSYsDMYBppMr5ooIpIwxU/eUbJORHqMb6Kl/LJ4Hovj5XXnUnC4PHMsv0jv/esSSPc4LrAdM6KfEm3TPrBNi20KTrbcEXaU6ccfQ8cS1E6wWw2LQ1Xcm1HhFk3TFJGm+YzDEJPJSltW70OuZcuEXdQNEfDHEqpzf9829HPSWy8o0k4LoqU8WPEDn0dLSDUOh6cMYEraMHLUwZ70FD95R58aRKRHKIyHOXnj+2y0kQbnq3G5sWwBWSbAyWnDuql10pvlOxn8MeVwflc9k2gLu7k2py+p+I2PtbYcMMSsn5i1pGI4JjCWQ/yj2cUZol3NtkKuRz3DIiItOTE4jr+FP6p3pvHfi5j1E4kHCfoiLS65MNBkcnlo/85pqAjwdOUKfl3yeV3EZIB50WIeqljK0333Zohfyx8lO8VP3lCyTkR6hEerljZK1NUywJ0V33JS6lB8SnhIJ9jfP4L/pJ3Gs9EFfOOuw1hDivFTSRTHGlJNgAoiGAtpJkglEfw47OUbxlGBMfgwzIwt4r3YD8Rw2dk3iOMC48jRpjpbLWsN0bhHCyQn+ZorItKyU4Pb8XFsFe/FV2BwN40m2fJ9w1DtphKzfoJOBIc4DoahTiYVRMgkxGGBbTkpsCM5JqU7nob0cq61PFe5hstKP28wE6H2eKVbxeUl83m8797d0TzpIRQ/eUfJOhHpEd4Mr8PQ9NoEFlgRr2JxvJzRfq3BIp0j38nkvNBe7X788YHxHB8Y72GLpDtZjIdrrhjtBCwizQoYH39LO4yXo4uYHv6Kb2NVzZQ0xGyQ2KYPwpek7MR5qdt3XUOl13Ot5emKNcwoW8miaAUh4xAyDkXxGGFcXF8Ep4U/je9FNrA4Vk6BP6PrGi09iuIn7yhZJyI9QiKrhcVtsi8zKiJdxxB3vVp7J5lDTRFJRMA4HB8cw3GB0dxW9RkPhBe0WP7QwFDOTlEHkXjHtZaLN3zN0xVrNp+08QZlEtnkZJGSdUlO8ZNXlKwTkR5hr2BfPosWN3nNALkmqD/8ItJlrDXE494Em9Ymd8+wiCTOGMPlabvw4+BQng5/x0q3ggAGB4dqYvQ1KRwXGsEE/yAcLQ0iHnqlcn3DRF1TEpiWmG20yUQyU/zkHSXrRKRHOCN1Gx6q+J4wbqMxdhY4J30kQZPcOwKJ9z6rquDBjev5OlxFhuPj2KxcTsrpS5qj15qA6+p1ICLdY2d/P3b29+vuZkgSebh8VatlrOsDX7zJawYY6KSwZ7CPxy2TrY3iJ28oWSciPcJQfxrTc/fkvOK5lNpYg2tnpG3D+emjuqllsrWKW8ucigpWRCL08/lI9flYHonQ1+/nR+npPFhUyA3rVtaVN8D7leXMKFrPU8NH08evP5FJzRqsV9M4knyBZBER6fmWNbtW4mbWOriug+O4Te5KfE3WeG0Gl+wUP3lGn0REpMeYEOrPh/0P5YXqlXwbKyPLCTAxZRCjtKmEtNFHFRVctHw5y6PRhhcsgMFYcAORmu9NvUvA1+Fq/m/Ncu4eMqLrGiw9klXPsIiIJIk8X5AfYlWtrCJtcGNB8MUwzubO9bH+TK7IHMOPU/I7u5myFVD85A0l60SkR0l3/ExJG97dzZCt2HfV1Zzy/fdUb7khiQWsg8HgOpGac8102L1YWsT1sSH09WvdleRlwKM1V5J9gWQREen5TkofyIfhkgRKGtx4AOJ+wHJmxmD+2GcsRiPqBFD85B0l67rBunXrKCwsbHAuHA4TDAa7qUUi3imJxfnnmhL+U1hOYSzONqEAp+RlckpeFv56f8TLYi4vbqhgeThKls8h5BjWR+Pk+n0c0zedQSG9PUn73FtYSFWTOwebzRvAG9tgVN2WYsD3kbCSdcnMGoh59HfZGqy1vPjii40uFRQUMH68dnRMhOInEZHOc1LGAJ6rWMO74eIEH2E4NWMwN/QZrUSdbKb4yTP6NNwNpk2bxs0339zofP/+/buhNSLeKYrGOenrVXxXHcVQkwtZWBXhmqUbmF1SxX3b5uM3hlc3VHD54kIq3aYH2v95WREXDM7mkiE5+uMvbfbf0tKmL1iDxW5K2NW+QpuX7fN53jbZiljAq2kcFmKxGFOmTGl0acKECcycOdOb+/Ryip9ERDpP0DjMyNuJu0qX8u+ylax3o/g2na+yLj5g12A2o4NpDPGnckxaf0YF0ru72dLTKH7yjJJ13WDq1KlMmjSpwbnJkyerZ1i2erevLOK76po1wmrTILX/ziqu5D+FZYxLDXHhovW4LdTjAneuLGFA0M+UfK1XJ20TbXJUXUPG9WH9Tb8KDTA+lMqoYIrHLZOti8GJe/V32eD3+5kxY0ajKwUFBR7do/dT/CQi0rlSHR+/yRnJr7NHUG7jpBoHP4YyGyfFOASN1iKT1ih+8oqSdd0gLy+PvLy8BudCoRCOozc/2XpFXMszhWXNXjfA4+vKGBYM0/SG743L37+qhMl5GTgaXSdtsGd6OrPKmn8tAmAdcA04DafDGsABrskfrFGdyc4aTMy73cyMMUycONGb+pKU4icRka7hGEOW2ZwqqH8s0iLFT57Rb52IeKI4Fm9yWqsT8+GPBDHW4bsq+DpUmVB9FlgajrE6Emew1q+TNvhFv37MKitrPNHVuBhbM7XVYCAexNoYOJvTxzunpHFV/mD2S9eIzmRnrMEX9SbYNFaJXxEREen9FD95R5+ARcQTWX6HoDFEaqcgWghWpRKIpGz61hLHUB2opm7JsARovIS01X4ZGdw8aBBXr1rVaBSnxcXg1K1dZ9wA1vWTF/DxwDZD2S1Na69ILYNxvVq3MLmDTREREUkWip+8omSdiHgixXE4rm86TxWWA+CPBAlEUjYnRTa92fpifuLBaKv1GWBUaoABQS3yL213Rt++HJqVxVNFRayIREj3+fADxbEYa2MuK8NRlkejZPt8TMrJ5hf9+9IvoD+JUo8Fn2fTOLypRkRERKRHU/zkGX0yERHPXD6kD++VVrEqEicQTqm38+ZmgUiIeGBTsq6FzhILXDA4W+uGSbsNDAS4aIv1rUQSZfBwGkeS9wyLiIhIclD85B0l60TEM/lBP8+NH8zfVhTzfHHTI+Ic10eoMo1wahWYprtLQsZwxbBcju2X0ZnNFRFpnjU4rkcT8ZN8zRURERFJEoqfPKNknYh4Ki/o54YRfXlpcTHxZoYu++IBUsv9xP0xrOPis/DnHTJYHYnTx+9weJ80svya/ioi3cdYPFwgOelncoiIiEgSUPzkHSXrRMRzPmM4qH+AWeuaX5vOYPBvWs/gqAEBjaITkR7Gw57hJJ/GISIiIslC8ZNXlKwTkU5x3sgU3imMEnGb7xExQMiBX4xI7cqmiYi0zoIv6lGYlMzdwiIiIpI8FD95Rsk6EekU47L8TNstk+sWVLC4wm2yzKgMhz+MT2fbTE15FZGexViDP+rNe5OxJtnjTREREUkCip+8o2SdiHSa3XL9PL9vFl+WxlkfdhkQMhhjWF3tkhdy2C7Lp91eRaTHcly9P4mIiIi0heInbyhZJyKdyhjDDtkN32rGZXVTY0REEmSswRfxrmdYREREpLdT/OQdJeu6wbp16ygsLGxwLhwOEwwGu6lFIiIisiUve4attbz44ouNzhcUFDB+/HjP7tObKX4SERHp+RQ/eUPJum4wbdo0br755kbn+/fv3w2tERERkS0ZF/zV3uxmZlyIxWJMmTKl0bUJEyYwc+ZMT+7T2yl+EhER6dkUP3lHybpuMHXqVCZNmtTg3OTJk9UzLCIi0oN42TPs9/uZMWNGo/MFBQWe3aO3U/wkIiLS8yl+8oaSdd0gLy+PvLy8BudCoRCO400GWkRERDrGWHCi3tVljGHixIneVJikFD+JiIj0bIqfvKNknYiIiMiWLDhR61ldIiIiIr2e4ifPKFknIiIi0gQTT/IoUURE2s1ay8LlMRavipMaMvTPMixf7xIKwu6jA2Sla1Sw9E6Kn7yhZJ2IiIjIliyYqOtZXSIikjzWboxzx38qWVHS9JqaAT+cdEAKpx+agjHere8l0u0UP3lGyToRERGRRiy4XkWJSR5tiogkkYpqy/X/LqewxBJKb7pMNAaPvlFNwA9TDk7t2gaKdCrFT15Rsk5EpBXFZXHenltBcblLdqaDG4fSijjZGQ7GGIrL4mSm+/D7oLjMJSPVEAwYNpa6ZKY7HLBrGn1z9HYrslWx1Hya8qouEZEk5LqWSNQSDBiMgXCk4XEgYHC2PI5aAj6Dz7d1jjibNS9MYUlib/xPvVXNpAkppAS3zucq0ojiJ8/o06OISAv+80Yp/3yuiFi8/XVMe6aIU4/O5tQjszXVQWRrYS3Gs2AzyaNNEUk6ZRVxHn2lmNfeK6OiyiXgr9nVMRK1+P3gcwzhiMXng4DPUB2xOA6EAoaqsMXvgwm7pnPqMbkMG9D0VNKe6uNvEt8KszIMX/0QY7fRgU5skUgXUvzkGSXrRESa8fa8Cu5/pqjD9bgW/v1SCX2yfBw1IdODlolIl4h7tOaKiEgSKa+M8+u/rGLp6s1Jq5rP7jUfvGMxiG06jschvmkxeteFqvCmMnF46+MKPpxfyW2/GUTB0FCXPoeOiLXxT0dHOoRFeiTFT55Qsk5EpBlPvFaCwZsR2AZ48vVSjtg3A8fR6DqRHs9aiCY+OqLVukREksSTr5U0SNR1RFXYcs/jhdz2m8Ge1NcVttvGz4efJ1bW50Z5+911/OOhClzXkprio6raxVpIS3Woqnbx+Qw7jk3n+EP7MmzQ1pO0lCSl+MkzStaJiDShrDLO4hUe/aGhJuG3ujDGuqI4A/rqrVekx7PUDPPwqi4RkSTx3/fLPK3vy+/CrF4fZWD/rWOq6FF7hXj0VQhHWi5nq6uIlWxk1rr6Z5uOPZetCjNzdhF/uGgYe+6kWRrSgyl+8ow+MYqIbLJ0eSVvzVlPRWWctDRfp9xjaxxTt2J1Jc+8soTlK6vw+Qx+v6E6HCcjzc8B+/Zjn937brWLQIs0y7rY6irP6hIRSQbWWjaWeD+vc2NJfKtJ1vXNcvjtyenc9lQlza3cZV0XU1qUcC7CWkssEuOGO5fw8F/Hk50VwFrL/AUlzH5/A1XVMTLSA0SiLpGIS0aGj2jEEo64ZKT7iMUs1WGXgfkhhg9NJx635PcPMW7bTK2nLN5S/OQZJetEJKkVl0SY8+E6Xnu7kAXflje4ZnLywB/0JIgxwKA8P3l9OicJ2Flee3Mt/3zkBwKh3CavvzWnkJ22y+aGK8eTmrJ1PTeRFlkL0VaGRbSlLhGRXiQadfn8yyJKyyKUV8T56ptSiksjhEI+gr5UInGDl12U/ftsXR9bt9smwF0XZbFgVRpLVsUJBiypIYeSCksoALaygqdfSuxvg41WQ7gSa12qK+DUcz/gJ8cM5rullXz8aXGH2jl8SCqXnz+asdtqtJ54RPGTZ7audz0REY9Ya3no0cU8/p8fiLk+jL9xb62tLMPJ7oe1tsMJOwtMOWLr2g32m0VlPPDwD62W+/yrEqY9/ANnnTyMJT+UEgw6DBqYxtJl5fh9DkMGp7N0WRnGMWw7KptgoOmknt30B7n2Z1T/597csUjnsRD3aDezZJ/HISK9yhtvr+a+6d9SVBwBx4cxTsMCaVk46Tme3W/37VLJ28qSdQBpIcNRezW9xtw9D5ckVIeNVEG4osG5cDjOY/9ZAY7TzKMSt3RFFb+5/gvu/fMuDBmU2uH6RBQ/eWfre9frBdatW0dhYWGDc+FwmGBw69qWXGRr9uSzS3n4ye9rvgn4m04ARapwyzZiMnLoSO+w3wdnHpvDoXtntLuO7vD8zFUJlbPW8tLLi3nlxa+JRlserp6Z4eewg4dw2KFD2WZ4Nn6/w+IlJTz65CLmfLCGaNQlKytIZWWMaNQlOytIVXWMSMQlKzNAOOISDsfJyQ7i8xniLgwbks4xR27DQQcM1uYd4h1rsdGwd3VZy4svvtjoUkFBAePHj/fmPr2c4ieR7vfu++u4+fYva74xTuNEHUBlGTaYggmkdLiDLTfLx6+m9Gv343uqrIzWZyNYayFc2fRFY2pGHXnQeVld7fLkCyu47LxtO1yXiOIn7yhZ1w2mTZvGzTff3Oh8//79u6E1IsknEonz+DObEnXGtBxEVldgw5XYUBo4Dv2yHM44eRuKy1z6ZDlYoKjUJSfTwe8zFBbHyUo3hIIOhUVxsjIc9ts5jewEgrKe5rvvK1otY63FhsuJx6O0tEKNtRbcGKUbK3n66QU8/fQCcnND/Gj/4bw2axWRekm+kpLNQ+dLSjcfl5ZtXnS5uF6Z4uIw87/cyNxP1/ObS3ZWwk68YT3sGbaWWCzGlClTGl2aMGECM2fO9OY+vZziJ5HuZa3lX498h2HTeBfjNJOMs9ji9djUDExKBtbxEfBBVlaAiqo4qSEHxzFUVMVJCTr4/YaKyjjBgCEYcCivcklPdThwjwxO+HE2fXN630fWg/bJZsaz61ouFIvQ9Mgi40mSrr73PtygZJ14Q/GTZ3rfO99WYOrUqUyaNKnBucmTJ6tnWKSLLPyulLLyNvwRsRaqaxJXWf3TOHK/5FjXIyWUwPQKNwbxBHbNjUdrytZTVBTmhVeWNd0r3w6vz1rO3nvkc8CPBnlSnyQ7W7NOkEd1+f1+ZsyY0ehKQUGBR/fo/RQ/iXSv1WuqWLp8c0deyyPmLFSVYatqdoYNpPt57L4JndzCrcfg/BAnHtmPp18t3Jz83FKz63V5PzUw0srMCJHEKX7yipJ13SAvL4+8vLwG50KhEI4H6w6ISOtct16QYy3WukArI+w22WPnPp3XsB7mR3v3Y/6Xy1ssY2OtLyBbO6qukeamz3TAS6/+oGSdeMPjnmFjDBMnTvSmviSl+Emke7W21EVLtAlVY1Mn55PfN8BTrxaybkNNx6ffB7FNUxV8AR/x5mYT1ibyPBphN250cnRESxdQ/OQZJetEJOmMGplFKOQQDm8KOuMxjD/Y6roq6Wk+jjtyYBe1svsd9eMBPPV8iHXrm193wljbev9uU4k68HwKB8DKVa1P3RVJiLW4kWbWCmpHXSIiW7uBA9PIzPDXzU5oS2fnAftquvqWjDEcd2hfjjmkD+s3RPH5DH2yfWworvn59s3xcd6vP+GHZU3ENtYFx7sE6AlHD/asLklyip88o65IEUk66Wl+jj1y6OYTbhwba3kq58D8FG65Zgf69216V6/eKCPdz/W/HceuO2Y3m1fLyOrAz6MT/gD3yU3xvE5JTta62GiVN19W04tEZOsXDDgcd1T9+Knmvc228vc8JzvACROHdGbTtmo+xzCgf5D+fQL4fA55fYPk9Q3i8/m49rfb0Te38VR/vw+OPDivwyMWjYFzTtuGvXZLnpkj0rkUP3lHI+tEJCmdffooioojzHprdc0JNwZujLSMEEcdNphddsilvCJGaXmMoYNS2WWHnKTcuKBvnxC/u3gs1mSxfFUVmRl+crMDLF9ZRVqan7y+AU4/axaRqNt87q25TJ9129Qrn4gfH6wPA+IVm9h6jInWJSLSC5w2eSQrV1fy5jtrAQtuvMURXjtvn8PF542mfz91prXHkEFp/ONve/DqrNV8MHcDsZjLdmOzOe7IwQwckMovz4zzyRfFVIfjDB2UyoaiCBWVcYYMSqGkNEZZeYxBA1KoqIxRXBLDGFj8fTkbiqLk9w9x+MH5DBmY2t1PU3oVxU9eUbJORJKS3+9w5aXb89NJw3lnzjoqq2KMGpnJAfvlEwxqXZUt5fdPIb//5kA7r17Qfc1Ve3DdHz8mEmmm98v4oJnlk008An5vRiuOH5vLUYcP86QuEazFjXo0rTrJp3GISO/h9ztc9esdOP7oYfxv9hrKyqMMHZLG+DE5GMdhYH6IcNiysShMfl4KgwemdXeTt3pZmQEmTxrG5EmNY5zUVB/77dm3TfX9eP+81guJtJfiJ88oWSciSW3kNpmM3EaL6nbE3nvm8+A/DualV5fyzcIirIWUFB9VVTGMMaSk+NhQWMV3364jHq9J6NWm7lJTHC66aGc+nlfIex+sIRqNk5UVpLIyRjTqkp0VpKo6RiTikpUZIBxxqa6Ok57mp6o6hutCRkaAo48YzulTRivRKt6xHvYMJ3mwKSK9izGG7cblsN24nGbLbDMsvesaJCI9h+InzyhZJyIiHZafl8bZPxvXYpmNG6t48aXFzJu3BgvssnMeEyeOon+/NA778XCABpt8tHYcicSpqIyRlVmzxouIp6yLGyn3rC4RERGRXk/xk2eUrBMRkS7Rp08qPztje352xvbNlqm/dl1rx8GgTyPppNNYGydevdGzukRERER6O8VP3lGyTkRERKQRi41HPKtLREREpPdT/OQVU15entw/gR5iwIABRKNRCgoKurspshWJx2t6G3w+jS6SzqHXmHS2nvgaW7BgAQCpwVxP6quKFBEMBtm40ZueZtlM8ZO0R09835HeRa8x6Ww98TWm+MlbGlnXQ6SlpVFZWYnrdnxedjwep6ioiNzc3C7/5e2ueyfjcwb4/vvvARg5cmSX3jcZf97J+JxBrzG9xjpfT36NxfFmN7NgMEhOTo4ndUlDip+23nvrfUf/z7353nqN6TXW2Xrya0zxkzc0sq4XWrBgAXvuuScfffQR48ePT4p7J+NzBth9990BmDt3bpfeNxl/3sn4nEGvMb3GOl8yvsakZ0rW38FkfM9LxvedZPx/1mssOX7eyficITlfY8lG2+eJiIiIiIiIiIj0EErWiYiIiIiIiIiI9BBK1omIiIiIiIiIiPQQStaJiIiIiIiIiIj0EErW9UL9+vXjd7/7Hf369Uuaeyfjc+5OyfjzTsbn3J2S8eedjM+5OyXjc5aWJevvYDK+53UX/T93Lb3GkuPeyficu1MyPufuot1gRbZi3bULkCQPvcaks+k1JiJdTe870tn0GpPOptdY76eRdSIiIiIiIiIiIj2EknUiIiIiIiIiIiI9hJJ1IiIiIiIiIiIiPYTWrBMREREREREREekhNLJORERERERERESkh1CyTkREREREREREpIdQsk5ERERERERERKSHULJORERERERERESkh1CyTkREREREREREpIdQsk5ERERERERERKSHULJORERERERERESkh1CyTkREREREREREpIdQsk5ERERERERERKSHULJORERERERERESkh1CyTkREREREREREpIdQsk5ERERERERERKSHULJORERERERERESkh1CyTkREREREREREpIdQsk5ERERERERERKSHULJORERERERERESkh1CyTkREREREREREpIdQsk5ERERERERERKSHULJORERERERERESkh1CyTkREREREREREpIdQsk5ERERERERERKSHULJORERERERERESkh1CyTkREREREREREpIdQsk5ERERERERERKSHULJORERERERERESkh1CyTkQkyZWUlLBixQoikUibHue6LmvXrmXjxo2etykWi7Fq1SpKSko8r1tERESkJUVFRSxbtqxdMU5H46ONGzeydu1aXNdt1+ObY61l/fr1rFu3Dmutp3WLiPeUrBMRSUJlZWVcc801jBo1isGDBzN27FgGDRrElClTWLhwYYuPXbp0KWeddRb5+fkUFBQwbNgwRowYwdVXX01FRUWH2vXFF18wefJk+vfvz+jRoxk8eDDjx4/n1ltvJRaLdahuERERkeasXbuWyy67jFGjRjF06FDGjx/PsGHDGDVqFL/+9a9Zu3Zti4/vSHxUWVnJNddcw8iRIxk2bBgFBQXk5+fz85//nKVLl3boeW3YsIGLLrqIIUOGMGLECEaOHMmQIUO46KKLKCws7FDdItJ5THl5udLqIiJJZOXKlRx11FEsXry4yevp6ek8//zz7L333o2uffbZZxx99NHNjngbP348//3vf8nOzm5zu1577TVOOeUUwuFwk9f3339/nn/+eQKBQJvrFhEREWnOkiVLOOyww1izZk2zZfr27cvLL7/M9ttv3+haR+KjkpISDj30UBYsWNDkY7Ozs3nppZfYZZddEnw2my1fvpxDDjmEVatWNXl90KBBzJo1i2HDhrW5bhHpXBpZJyKSRGKxGCeffDKLFy8mLy+P6dOns2LFCpYuXcp9991HTk4OFRUV/PznP6eqqqrBY6urqznllFMoKSkhOzub6dOns3r1ahYvXsxVV12FMYYFCxZwwQUXtLlda9eu5ayzziIcDjN48GCeeeYZ1q5dy4IFCzjnnHMAmD17Ntddd50nPwcRERGRWr/85S9Zs2YNfr+fyy67jLlz57J+/Xo+//xzLr/8cvx+Pxs2bOD0009vNNK/o/HRhRdeyIIFCzDGcOWVV7J48WJWr17N9OnTycnJoaSkhFNOOaVRXJaIM844g1WrVhEMBrn11ltZvnw5y5Yt47bbbiMUCrFq1SrOOOOMdv3MRKRzaWSdiEgS+de//sWFF15IWloas2fPZuzYsQ2uz5w5kxNPPBGAf/zjH5xyyil11+655x5++9vfAvDCCy9w8MEHN3js9ddfzy233IIxhvfff7/JnufmXHnlldx1110Eg0Heffddxo8f3+D6Oeecw+OPP05qaipfffUVeXl5bXreIiIiIk1ZuHAhu+22GwA33ngjl1xySaMyf/7zn7nhhhuAxjFQR+KjL774gn333RdrLZdffjl/+MMfGjz2zTffZOLEiQDceuutnHfeeQk/r5dffpnJkycD8Pe//52f//znDa4/9NBD/OpXvwLgqaee4sgjj0y4bhHpfBpZJyKSRO6++24Apk6d2ihRB3DEEUdw6KGHssMOO/DDDz80uPb4448DsM8++zQKRAEuvfRS0tLSsNby5JNPJtwmay1PPPEEAJMmTWqUqAPqeqarqqp44YUXEq5bREREpCUfffQRAMYYfvaznzVZpn7n5VdffdXgWkfio8cffxxrLWlpaVx22WWNHnvQQQexzz77ANTFSol67LHHABg6dGiTz+uMM86om/5a+xxEpOdQsk4kSX3yySdMnTqVcePG0bdvX7bddluOOuoonnjiCaLRaKPyp5xyChkZGYwfP77JRXJd1+Xggw8mIyODQw89tG4Hq5tuuomMjIy6HseZM2dy3HHHMXz4cPr168cuu+zCFVdc0eIaIQAff/wxZ599NmPHjqVv374MGTKEAw88kNtuu63FRXs3btzI9ddfz7777kt+fj65ubmMHj2a008/nQ8//LDJx2RkZJCRkcHs2bObrfeII44gIyODm266qcH5c889l4yMjLqk2LRp09hll13IyspqVF88Hudf//oXRx55JMOGDav7eZx77rnMnz+/1XtnZGS0adHhxYsX88033wDU9bQ25dlnn+X999/nqquuqju3ceNGPv30U4C6Ht4tZWZmcuCBBwLwxhtvJNyu+fPns379+hbrHjlyZF0Sry11i4iItIXio+SLjwoLC/H5fOTl5ZGbm9tkmYyMjLpjY0zdcUfjo9rvDzjgALKyspp8/LHHHgvAvHnzKCoqSuAZ1XSEvvXWWwAcddRROE7jj/3GGI466iigZgSfiPQsStaJJKE//vGPHHDAATz22GMsX76ccDjM6tWrmT17NmeffTaHH354o92h/vrXv5Kbm8uyZcu4/vrrG9V5//3389FHH5Gamsq9997bZFBw7bXXcuKJJ/LGG2+wYcMGqqurWbRoEXfffTe77bYbH3zwQZPtvemmmzj44IN54oknWLFiBeFwmOLiYubOncu1117LHnvswbffftvocQsWLGCPPfbglltuYf78+VRUVBCNRlm1ahXPPvsshx56KI888kg7f4qtu/zyy7n00ktZtGhRXXBeq7CwkEMOOYQLL7yQd955h40bN9b9PB555BH23Xdf/vSnP3nanvfffx+AtLQ0dthhhzY99uuvv8bamlUTdt1112bL1V5buHBho+fcnPoLKtdOQ2lK7bXahKOIiIiXFB8lZ3x06aWXUlJS0uzGWwBvv/123fFOO+1Ud9yR+Cgej9f9/yTyWNd1m/z/bMrKlSspLi4GEoutNm7c2GpiWES6lpJ1Iklm2rRp/PGPf8RayyGHHMKTTz7Jxx9/zGuvvca5556L4zh89NFHHH/88Q0CqPz8/Lrg6N577+WTTz6pu7ZixYq6APXaa69l1KhRje776quvcttttzFo0CDuuusuPvjgA2bNmsVFF11EIBCgpKSEk046ibVr1zZ43IMPPsjNN9+MtZbtttuO6dOn8+GHH/LGG29wySWXEAwGWbZsGSeccALl5eUNHnv22Wezdu1a0tPTueaaa3jjjTf44IMPmD59OgUFBbiuy+WXX97szl0d8eSTT3LfffdxyCGH8K9//Ys5c+awxx57ADXB2cknn8zcuXNJSUnh8ssvZ9asWXz88cf8P3v3HSdVdf5x/HPutO2FsnRQFkQQC2oMKlHR2EXFhogaS9D81GhMNHZNLCExaqKJJSExirFr7N1YULCixgIiItJhWZZdts7OzD2/P4Yddtk2u3u3f9+v1+rsveeee2Z3mH3mOe2BBx5IlLvxxhsTPdC19evXj8GDBzN48GD8fn/SbVq8eDEAI0aMwBjDk08+yRFHHMHw4cPp27cvu+66K5deemmDO4Z99913iccjRoxo9B410ymqqqoa3XlsWzXBsd/vZ/DgwY2WGzZsGADff/990olAERGRZCg+6r3xUUOstZSXl7N48WL+8Y9/JDaHOOSQQ/jRj36UKNeW+GjlypVUV1cnfe2292tK7cRjUzu91sRW214jIp2vbe9iItKtFBcXc8011wBw6qmncs8999Q5v++++7L//vszY8YMPvvsM+677z7OOuusxPkZM2bwxBNP8Nprr3H++efzzjvv4Pf7ufjiiyktLWXvvffmvPPOa/Dey5YtY+DAgbz11lt1EjITJ05kn332Yfr06WzatIk//OEP3HbbbQBUVlZy7bXXArDnnnvy4osvkpaWlrj2hz/8IT/84Q+ZPn06y5Yt4+677+bSSy8FYMmSJXzxxRcA3HbbbcyYMSNx3fjx4xk1ahT77bcfpaWlzJ8/3/NFdRcsWMBZZ53FHXfcUe/cAw88wPvvv4/jODz++ONMnjw5cW7s2LFMmTKFM844g6effpqbbrqJadOm0a9fv0SZf//7361q08qVK4H4dIzzzjuPOXPm1Dm/dOlS7r77bh5++GEeeeQRJk2alDhXO2Dv06dPo/eoPX2kuLiYoUOHNtuumrqzs7Px+XzN1h2JRCgrK2t0uoiIiEhLKD6K663xUUMOP/xw3n333cT3wWCQCy64gOuuu65OubbER625NtlpsK1tl4h0HRpZJ9KLPProo5SVlZGbm8stt9zSYJmjjz6aY489Fti6MG1td9xxB5mZmXzxxRfccccdPPHEE7z00kukpqZy1113NTi9o8ZvfvObBkdOHXXUURx//PGJNsZiMSC+i1VRUREQDyhrB6I1pkyZklhv46GHHkocLy0tTTweM2ZMvet23XVX7rnnHu65554Gz7dVMBjkt7/9bYPn7r33XiC+sG/tQLSG3+/njjvuIBQKsXnzZl544QVP2lTTs75gwQLmzJnDjjvuyN///nc++OAD5s6dy1VXXUVaWhrFxcVMnz6d1atXJ66tqKhIPE5JSWn0HrXPNbVWTm2VlZXN1guQmpraYHtERETaQvHRVr0xPkpGJBJhxYoVrFq1qs7xtsRHta8NhUKNXtua+KcmtmquXbXrTjZuE5GOoWSdSC9S00O4995711kod1v77bcfQIOL+A4bNiwRZM2aNYtLLrkEgGuvvZbRo0c3WmcgEOC4445r9HxNz25JSQmLFi0CSKzRst122zW5lkdNvUuWLGHjxo0AjB49OjFK6/LLL2fJkiV1rvH5fJx66qmceuqpjBw5stG6W2u33XZrcJHi0tJSPvvsMwAOPvjgRq/v06dPYl25mvJtVRO4xWIx9thjD95++21OOeUUdtppJ3bffXeuuOIKHn30URzHYdOmTXU+sNReTLlmbZaG1J4a1FS5hjRXvuZDSmvqFhERaYzio616Y3zUkHvvvZdPPvmE5557jiuvvJLMzEyeffZZfvzjH9dZa7ct8VHta5vSmvgn2XbVrltEuhYl60R6kZp1Ll588cXEblkNfV188cVAvIetofVKZs6cyT777ENlZSWFhYVMnDiR888/v8l7jx49usGe3xq77LJL4vGKFSsAEr2XY8eObbLuHXfcMfG45prMzEx+9atfAfGgdsKECUyaNImrrrqK559/PtEj3V4am/65fPnyRMA2Y8aMJn8PH3/8MQBr1671pE21e21nzZpFenp6vTKTJ09OBMnPPfdc4njt313t3tptVVVVJR43VH9DasrVvra5upt6LYmIiLSE4qPeHR81ZPDgweywww5MnjyZK6+8knnz5pGdnc3GjRv5zW9+kyjXlviodpyU7LXJxj/JtiscDre4bhHpGErWifQi2y4wnIyGhtsbYzj11FMT3x9yyCFNTu+A+HpkyZ6vmaJR097mkj6ZmZmJx5s3b048vvbaa7n77rsTwepnn33G7bffzsknn8x2223HEUccwRtvvNFk3a1Ve1pBbbWnnyTLqymfNaMF0tLSmDhxYqPlataqW7duXeLDSN++fRPnN2zY0Oi1tc811HPekJq1VDZt2kQkEmm2br/fX+d3LiIi0haKj3p3fJSM7bffPjHK8fXXX08kFtsSH9VeSy7Za5taf6621tSdbNwmIh1DG0yI9CI1AdIZZ5yR6B1uTv/+/esdKy4u5oYbbkh8f+uttzJt2rQmd7JqqlcP6gZpNT17NUFoc2to1A7Wtg1cTzvtNE477TQWL17M3LlzmTdvHvPmzWPt2rXMnTuXuXPncs8999QJrpPR3CiwxtTutXzqqaeSmmLiVU9nzW5gGRkZTX54qB2sVVZWkp2dTX5+fuLY999/32i7ly9fDsRfa0OGDEmqXTV1W2tZvnx5g7vlwdYRBdtvv32zH35ERESSpfiod8dHN998M5WVley77778+Mc/brRcTXKzurqaDRs2MGDAgDbFR4MHDyYtLY2KigqWLVvW6H1r4h+gzv2asm27GlPTLqDR+EtEOoeSdSK9yJAhQ/jyyy8pLy9P+o99Q37961+zdu1adt11V6qqqli8eDEXXXQRTz/9dKPXfPvtt8RisUZ3+/zyyy/rtBO2TpX4+uuvm2xPzRouta/d1pgxYxgzZgwzZ87EWsv8+fP5+c9/zjfffMPVV1/d4mC0qaCqKbUXkHYcp02/h5aqmS6zadMmqqqqGl1wuKCgING+msTd2LFjCQQCRCIRPvroIw488MAGr12wYAEAO+20U9JrsdSe4vPxxx83GizW1F2zVo2IiIgXFB/17vjo4YcfZsmSJWzYsKHJZF3t5GdNgrct8ZExhvHjx/Phhx8mpvY2pOac3++vM7W5KQMGDGDAgAGsX7+ejz/+mDPPPLPJuvv378+AAQOSqltEOoaGJoj0IjVTH994440mez6vv/56jjrqqHrb0wO88sorPPTQQ/h8Pv76179yxx13YIzh9ddfb3B3tBplZWW8+uqrjZ6vuTY9PT2RjPnhD38IxAO/phYRfvLJJ4H4Qss1gcbf/vY3Jk+enNi5rTZjDPvuuy/XXHMNAIWFhQ1OESgsLGzwfnPnzk0s1NxS/fv3TySjXnzxxUbLFRcXc+yxx3LUUUcxd+7cVt1rWwceeCDGGCKRCC+//HKj5V555RUgnkSrWecuIyODvffeG4j3eDdk48aNiUW6Dz300KTbtcMOO7Dddts1WfeXX37Jt99+C8Bhhx2WdN0iIiLNUXwU11vjowkTJgDwwQcfNFmuJsYZOnQoWVlZQNvjo5p1gt99991EZ+m2nnnmGQD22WefxH2TccghhwDw/PPPU11dXe98NBpN/KwVW4l0PUrWifQiJ598Mj6fj40bN3LVVVc1WGb+/PnceuutvPXWW/V6YUtKSvj5z38OwHnnnceECRPYd999Oe200wC47LLLmlwX48orr6S4uLje8VdeeSURjJ544okEAgEAjjrqKHJycgD45S9/2eBUkWeffZYXXngB2LpjGsR33froo494/fXXEwHStv73v/8B8Z3Yaq/rUjNV5D//+U+9a0pLS/n1r3/d6HNMRk0777vvPt57770Gy1x77bW8/vrrfPDBB4wbN65N96sxaNAgDjjgAACuuuqqBoPC+++/PxGsbtubfsYZZwDxxNmjjz5a79rf/va3VFdXEwwG6/wukvGTn/wEiAfo8+bNq3POdV2uvfZaIL4Gy5QpU1pUt4iISFMUH9XV2+Kjo446CoiPRGzouUE8kVuT2DrhhBPqnGtLfDRjxgwCgQDRaJTrr7++3rWPP/54IiFbc59k1cRWGzdu5M9//nO987fffnsiFmxp3SLS/pSsE+lFhg0bxi9+8Qsg3rN6zDHH8Pzzz7No0SLee+89brjhBo477jhisRhjx47l9NNPr3P9ZZddxpo1axgxYgRXX3114viNN95Iv379KCoq4rLLLmvw3o7jsGTJEg444AAefvhhFi5cyAcffMDVV1/N9OnTsdaSm5tbJ0hOS0tLJGk+/PBDDjzwQB5//PHEtVdddVUiENl+++254IILEtcefvjh+P3xmf6nnXYad955Jx9++CGLFi3izTff5MILL+TWW28FYOrUqXWmhO6zzz4APP3005x99tm8/fbbLFy4kMcee4zJkyfz9ddfJ3pRW+O8884jPz+fcDjMlClTuPbaa3nvvfdYuHAhL730EieeeCL33nsvAJdccgn9+vWrc/2pp57KDjvswA477MDq1atbdO/rr7+eQCDA8uXLOeCAA5gzZ07i53nJJZckPmxMmDCh3pSJE044gd133x2A//u//+OWW27h888/57333uOcc85JtPlnP/tZYn282mra3NAUkZ/97GcMGzYMay0nnXQSf//73/nyyy958803OfHEExOjDq688kptLiEiIp5SfNS746NjjjmG8ePHA3D22Wdz5ZVX8u6777J48WLmzZvH1VdfzQknnIDrugwbNqzeuoZtiY+GDx/OueeeC8STlOeeey4ffPAB//vf//jDH/6QOLfHHnvUSxI295wnTpyY6OC84YYbuOqqq/j000/5+OOPufzyyxO72h5zzDGJ0Zoi0nWYsrIy29mNEJGOE41GufDCC5kzZ06jZcaOHct//vMfhg0bljj26quvctxxxwHxYf41w/ZrPPzww8ycOROI97jWDL2/6aabmDVrFvvuuy877rgj//znPxu8Z3Z2No8//ngiEKztuuuuSwSODRkxYgRPPfUUO+ywQ53jt99+e6M95DV++MMf8vjjj9fZNevLL7/kkEMOqbNzWg2/389f/vIXlixZwm233cYVV1xR5x7nnnsuDz74IDNmzOBvf/tbo/ddunQpU6dO5bvvvmu0zM9+9jNuvvnmepspHHbYYYne8K+++qrJhasb8sgjj3Deeec1OCUCYLfdduOJJ55g4MCB9c6tWrWKI488kqVLlzZ47RFHHMFDDz2U+CBQW81utMOHD2fhwoX1zn/++eccc8wxjY4+OPvss7n99tsbfV4iIiKtpfiort4WH3333XdMnTq10fgGYPTo0TzyyCOMGTOm3rm2xEeRSITp06c3ukTJqFGjeOGFFxpcd7C557x582amTJmSWDNvW3vuuSfPPvtsi6bXikjH0Mg6kV7G7/dz11138cwzz3DMMccwaNAgAoEAWVlZTJw4kT/84Q+8++67dQLR2tM7TjrppHqBKMD06dOZPHkyABdddBFlZWV1zhtjuP3223nsscc46KCDyM3NJRQKkZ+fz3nnnceCBQsaDEQhPn3g9ddf56STTmLo0KEEg0Gys7PZY489+O1vf8uHH35YLxCtacerr77KSSedxIgRIwiFQvj9fvLy8jjkkEP429/+xquvvlonEAUYP3487777LjNmzGDQoEGJa4466iheffXVxLSWtsjPz+f999/npptuYq+99iInJ4dAIMCgQYOYOnUqL774Irfccku77Hp68sknM2/ePH7yk58kfi7Z2dnsvffe3Hbbbbz55psNJuogvk7Lu+++yxVXXMGOO+5IWloaOTk57L333tx11108+uijDQaiydhll114//33+fnPf05+fj4pKSn06dOHyZMn89BDDylRJyIi7UbxUe+Oj0aOHMm8efO46aab2HvvvcnNzcXv99OnTx8mTZrEH//4R+bPn99gog7aFh8FAgEef/xx7rzzTiZOnEhOTg5paWmMHTuWK664gnfffbfRDUKak5WVxeuvv86sWbPYbbfdyMzMJDMzk912243f//73vPbaa0rUiXRRGlknIu2qpud40qRJTW5qICIiItJbKD4SEZGmaGSdiIiIiIiIiIhIF6FknYiIiIiIiIiISBehZJ2IiIiIiIiIiEgXoWSdiIiIiIiIiIhIF6FknYiIiIiIiIiISBeh3WBFRERERERERES6CI2sExERERERERER6SKUrBMREREREREREekilKwTERERERERERHpIpSsExERERERERER6SKUrBMREREREREREekilKwTERERERERERHpIvyd3QCJGzlyJBUVFQwdOrSzmyIiItKrff311wAEg0HP6szJyeG7777zrD6JU/wkIiLSNSh+8paSdV1ERUUFkUgEx9FgR0leLBYDwOfzdXJLpKfSa0zaW1d9jfmArOpqT+raBBQXF3tSl9Sl+Elao6u+70jPodeYtLeu+hpT/OQdJeu6iKFDh+I4Dl999VVnN0W6kYKCAgDy8vI6uSXSU+k1Ju2tK77GHMch11rO8XsTAP89GmOzJzXJthQ/SWt0xfcd6Vn0GpP21hVfY4qfvKVuyBZwXZf8/HxmzJjR2U0RERERASAajZKVlcXo0aM7uykiIiIi3UJXj5+UrGuBV155hfXr13d2M0REREQSfv/73+O6bmc3Q0RERKTb6Orxk5J1SVq6dCmXXXZZZzdDREREJOHNN9/klltu6exmiIiIiHQb3SF+0pp1Tfjss8948MEHWbBgAR9//HGXzrqKiIgko2jZMj64526Wv/suxudjh8MPZ6+fziS9f//Obpok6dFHH+XPf/4z3333HeXl5Z3dHBEREZEur7vFT0rWNWHevHncfffdnd0MERERT3z7+ms8MHUq0aoqMAasZcV77/Hf3/yGzEGDGHnAAQzaeWcyBwxgxI/2Iz0vDxuLEUhPZ9OyZUSrqsgdOZKydeuIlJeTO3IkFYWFVJWUkLPddoRLSqjctIns4cOJVFRQUVhI1tChxKqrKS8oIHPwYLCW0rVryRgwAMfvp2DRItL79qUqFKJk5UrS+valfMMGNiz8ipScHDIGDabw60UEMzLIGbEdBV99SSAtje0nH0goI6Ozf6Sd4qmnnuKLL77o7GaIiIj0KtUVFaxZ8DEAaf36sWLeu7ixGEP3mogbjRALh8kbvzOVRUVEKirok59PIDW1k1stNbpb/KRkXRNOPvlkDjjggMT3s2fP5h//+EfnNUhERKSVqjZv5qFp04iGw/ED1ibOWTdG2epVfPHgv/nSxI85BsyWYk4olLjO+HzYWCz+2HGwW0adN/a4JimYeFz73sZQvqVcuuPUaVNzgpmZ7H/FVez7q0swNfX2EjfeeCOnnHJK4vsbbriBRYsWdWKLREREei7XdXn7pht57/Y/Ed7czP6kteKeUHY2e/70HPa/6mpCGRlY1yUWieAPhbDWEquuxhcMArTosTGGaDicOB4Nh/EFAhin6VXOIpWVfPX4o3z/9lsYxyH/4EMYe+xxiXp6uu4WPylZ14S+ffvSt2/fxPf9NUVIRES6qc8feaTRANMhnpyr/T0W3Pj/cGsSfJBI1AFbE3JNPK6TgNs2GdfUuWZES0t566rLWfn2Gxx44ywG7Lpbi67vzkaNGsWoUaMS3991112d2BoREZGe7ZVLf8X7f7kjucJb4hkDxDaX8NFtf+TjP/2RYFYW0cpK3EiEYGYmsXCYWHU1gYwM3EiUWLiKQFoa1rVEqyrxp6aCMUQrKvClpOD4fETKy/EFg/iCIYpKN+P4A+Skp1G9eTO+YJDtJh/IkB/sRfZ225E5ZBiblizGl5JCznYjWT73Ld6/869UFhUlmvq/OffTd8yOnPrCy2QPG9YOP7mupbvFT0rWtbM999wzqXLfffcd22+/PQUFBe3cIulJNmzY0NlNkB5Or7Ge45uPP6a8wYSYxUc8qKTW/+Nn2l9FC5N0Bgg68eRiFFj42issfO0VRh56OIfcfieBtLR2aWdbVVdX06dPn6TKFtUKpHsrxU/SnvS3TbZVumol3z73DOGSTeTk70D+kVPa9PdEr7Geo2TVKt7461+wLYhXDOA3tWIqC5SUbC1Qu/O0tHTr49rrqFVUbH1cWbn1cTgM4XA8potU45ZEAHDCYb585SW+fOWleu2xFqobaX7Z14v453HHMuP5F7vkTIXeHD9pN1gREZFeIJSd1eBxw9bZqWx53AVjtYSgUzehWOO7V17irasv7/D2iIhI92Wt5YM/3MhDP9qLD/5wA5/d81feuvRCHtx7d1a9O7ezmyddwDcvv1R3xkASfB0cRzWX1Gmu9ev+9ymrP/7Iq+aIRzSyrp19/PHHSZXbc889cRyHvLy8dm6R9ER63Uh702us+9vvjDP57M9/rnfcsDWoNGydDmtpPrjzUnoSGUKfgVATEenqp54k5fe3kDV0qIct80YwGOxxPb7tSfGTdAS9buTTu//Ct/f8lQyo21NVWsK8c37CaR9+Ts7I/FbXr9dY95dhTFIxSo2aGQAdJdOYOkuZNCRqIdZMmfA335B35FHeNcwjvTl+0sg6ERGRXmDATjvxg5nn1DtuG3ncFfmaOW9d17OREPEpLNaTry48UFFEpNdyYzEW/PmWhoeTW0u0spLP7vlrxzdMupRBu+3W2U1oUs1mYM0WaoY/JcWL5ih+8pBG1omIiPQSR//lL2QPG8r82++gYmNh4ri1DW7U2uWyd0k1p5md0JJlmhnF19K6RETEG5UF69m44AOM30/2mJ0oXvg5GEPOuJ0pWfQl1nXJHrszm79ZiI1GyR47ntKl3xALh8kZuxNly5cRrSiHlDRKV61s8l6r3nm7g56VdFWjDjmUPvmjKPpuaVKbYXWx0AmIj9CKNXHeOA6jjzjSk3spfvKOknUiIiK9hOPzMfmKK/nRL39F4eLFfPPKK3z67wcoWPgVvi0JO5etw+4dOnYqbHPcZiJgx+9n+H4HeHa/jl5zRkREGhetqODjKy7ku0fnYKPRttfX3B84Y7rkgvvSsRyfj+lP/If7DzuYsvXrk7rGtfXXBG4vFpqdBusYcGzjMd3uZ/2UnBEjPGuT4idvKFknIiLSy/hDIQbusgsDd9mFH11yCRWFhbjRKKs+/JClr79KZVERlYUb2LBoIbFwNemDBgEGHIdQRgaRqkrcaJRgRgaxcBg3EiWQnkasOoIbjeJPScHGYkSrqwmkpGCtSzRcjT8lBBai4TD+lBAGw6ayUkwgQE5KKtGqKkJZWWQMGIAvGMSflkYgJYWq4mJ8wSCBlBS+efQhqjeXNPi8djnzbDIGDvTkZxRfc8ab/nHFrCIibWOt5d2Z01n9ynOe1ekz8SRGox1B1jLix4d4dj/pvvJ22okLvljIZ3Pu57s3Xsd1XXJHbIcTCGCtxUZjFC//nkhlBY4/QPm6tZR88zU21tR4Nm9YtpkV0Qi/ia9dVzth5wsG2fPc/+PHs/7gWXsUP3lHyToREZFezBhDev/+AIw95hjGHnNMh96/oKAASH4R7v0uu4KnTj6BtR9/uPWgMYw/9XR+fMufPWuXMRBqbpG8FtQlIiKtt3HBB54m6iD+3pzuh9JIwyeDmVnseu75nt5Tuq/UnBz2vvAi9r7woqTKl6xYwQd/vpWFjz9GuHQzqbm5RCoriVZVkZKTQyxcTaSygpTsbNxIhOryckJZ2VjXpbqslGBmFsZA1ebNhDIyMD4/VSXFBNPS8QWDVBYV4U9NJT0tjaqijRCNgm18uKgxEDDxxF6fseOYeMmvGXXo4aT16+fVjyhxH8VP3lCyTkRERLqNzCFDOG3ufFa/N5/V77+HLxQi//AjyG3Dbn0Nqb1Lrhd1iYhI66184al2qTfVH09elG0zqzZz6DCO+vdjZA7peruLS/eQPXw4h9x2O4fcdnu71L9tZ2ekspLF/3mcdZ98gi8UIpSdQ8WGApxAgNTcXMo3FOALBBl1xJEM3fdH7TbFW/GTd5SsExERkW7FGMPQffZl6D77tt89gKBXCyR7U42ISK8Vq6pst7rTApDih3AsPqWwz47jmPruZzh+fVSW7iOQmsr4GaczfsbpndoOxU/e0TuQiIiIyDaMgaCmcYiIdAl9JvygXet3THyUHcB2Bx+qRJ1IKyl+8o7ehVrgqquu4qqrrursZoiIiEg7M0DAq2DTm2oa9fLLL7fzHUREOteIo0/k099eTlXBuq2r6XvNGBy/nx3O/L/2qV+kF1D85B0l60RERES2YYyH0zh6ec+wiEhb+VJSmPzw87xx0mGECze0yz2cQIB9//YgmSNHtUv9Ir2B4ifvKFknIiIi0gCfR8GmiIi0XZ9dJnDMR0tY9vi/KZj/DhYIZGQQKd2MBYKZWUTKSsFaApnZRMo2Y2MuwexsohXluNEowcwsopWVuNEIwcwsYlVVuJFqcsbtTP6Ms0kbNLizn6ZIt6f4yRtK1omIiIhsIz6Nw5suXUM7TdkSEellAplZ7HDWeexw1nmd3RQRaYDiJ+8oWSciIiKyLRNfcNyrukRERER6PMVPnlGyrhMUFBRQWFhY51g4HCYYDHZSi0RERKQ2rxdIttby3HPP1TuXn5/PuHHjvLlRD6f4SUREYqUllLzxNLFNBQSHbE/m/lNwgiHcqko2v/UM1WtX4M/tjwkEiW5Yg5PVB19qOpH1K/Fl9SHrwGPx5/Tt7KfRYyl+8o6SdZ1g9uzZzJo1q97x/v37d0JrREREZFsG79ZcMUA0GmX69On1zk2aNKnL70bWVSh+EhHp3Yr+80/W3PIrbFVF4pgvtx99p53Hxgf/Qqx0U7N1rPnDRQy44Ab6n3Zxeza111L85B0l6zrBzJkzmTp1ap1j06ZNU8+wSC9io1HK571A1aKPwR/En9OPaOEa8AXw98kjWrgWjMHfdwDRwvWAxdd3ILFNGyAWxddvEG5xITZaja/fYNySItxwBb6MbKJF67FVlYRG70rmoSfjy8ju7Kcr0v0Y8Hu05goG/H4/c+bMqXcqPz/fm3v0AoqfRER6r81vP8fqG/+v3hahsU2FFNxzfdJbh9pINev+dBn+3H7kHnVaezS1d1P85Bkl6zpBXl4eeXl5dY6FQiEcR9umiPQG4WWLWHPJVKJrv2/3e2285xoG/f4x0vY4oN3vJcmLlZWw+am/U/b6o8RKigiOHEf2seeQstfBlL1wP6UvPUBkwxqclDQA3KoKnJRUMAZbVYm/30AyDz+NzKPOxAmldPKz6ZmMgYDfowWSDRgMU6ZM8aS+3krxk4hI71Xwzz/E/6DaRjYdaOx4Q4yh4B+zyDliBkZ/Qzyl+Mk7StaJiHQgt6KM1RcdSaxwbQfdr5Q1lx7Pdo9+gb//4A65pzQttmkDqy84mMjyr9myGgeVhWuo/PB1fP0GEytckyjr1rqu9uPYxrWEv/6Esv8+zqBbn8NJTe+g1vceBu8WSO7l6yOLiIi0SaxsM5VffuhdhdZSveJbIutWEBy8nXf1iuInDymNLCLSgUpffWRLMqaDtiK3FltVTsmz93bM/aRZG++6YkuiDrZ9HdRO1DVpS+9x1efz2fTAzR62Tmrz+40nXyKSPLeqgljJRqzrNl9YRHoH207vBy0ZjSdJU/zkDSXrREQ6UMUnb3fCXQ1Vn7/XCfeVbcXKSih9/TEPazRsfvaf+lDbDowBx/HmK8lldER6teoln7HhmhNZPWUAa44fztpTdmTzo7dhY9HObpqIdDJfZg4pO+zq3R9UYwgMHkFg0Ahv6pMExU/e0TRYEZEOZByP9jJvEQv+QCfcV7YVK1gNkWoPa7S4xYW4FaXaSMRjxhiCQa/WXOnl0ab0CNZaIos/JvrdF5jUdEJ7HoKTmetJ3eGFH1BwyRFQXZU4Ftu4hpLZ11D92VvkXnk/Po/uJSLdU/8zL2XlFac2USK+tEhSrKX/GZdqvbp2oPjJO0rWiYh0oLQf/pjSVx/p8PumTzqyw+8p9Tk5fT2v0wRTcFK0Zl170BQMkbjouu8pnvUToks+2XowmELGyb8mfdolzX6giq5cTMXTfyW84DVsdRUmIwcqSrFuDJOWRXjVcohuHUFnDDg+cByH6P/eZMMpI0k9aDqZP/0dTkZO+zxJEenScg49iUjBatb95ao67xdOWia5U8+k6Ml/YKsqmq/I8ZF39mX0OX5mO7a2d1P85A0l60REOlDGgSdQ9K9ZRFYt7bB7+gdvT9ah0zvsftI4f58BpO51MJUfvuZZnRkHT8P49efca8aA8WiF5F7eMSydwN1cRPUHz+GWbcLpOxRbXYEtLcI3cHuCex6OCQSx4UqqP3yB2IaVmKz+mEAAt2gtJqMPJpSKu3E1TmYf/LsdSNHlR+IWrKh7k+oqyuZcD6FUMqZeEJ+Obwy2rJjo0k/A8REYvSeRbz9j03VT64yas5s3bm1rcSE2unU0jDHg2/aDXixK5asPEPnuS/re8iomqF2wRXqj/qddTM4Rp1DyymNEN64nOCyf7INPwJeeyYBzrqb4lceJrF2Ok90Xx+cjWlSALzMHE0ohWrgOX05fcg45kcCAoZ39VHosxU/eUXQvItKBnFAKQ25/kbVXnkx48aftfr+Unfdm4G/vx0nLaPd7SXL6nj+L1V++j60orXV0y9SNQLBF02R9fQfR56yrPW+jxKlnWLqjymf+SvmD10Mk3OB5k92flCNmUvXsXdjy4mbrc3Fww3XXjTM+g+M3OD5D1YNXU/3sbdjSIjBbppRtWQzepqTjht1G2wL113d3fPF/dw2N1ot++ymVbz1G2iGnN9tuEemZAn0H0O+Un9c77svMoe8JGi3XFSh+8oaSdSIiHSwwaATD7p1P1efzqfrqIwimEBgwhMiq7zCBIP6Bw4msWopxfPgHb09k9XeAJTB0FNE1y7CxKIGh+UTXr8RWh/EPHUlswxpsVSXBkeNwK0pxK8oIjd6VlDG7dfbTlW2E8scz9J63KfrHbyl/5zmwLk5WDllHn03mkT9h032zKHvjiXjSzuePf5J1Y/E5YcZALAr+ABkHnUCfmb/FP2BYZz+lnsnDnmEUs0oHqXrzYcrvu6rJMrZkA5UP/45kXpjGZ7DbJOqcgMEXcLBbsmwG4ok6qLdjoy0vw0aa3gBn25yc0+S/O0PVW08oWSci0lUpfvKMknUiIp3AGEPqrvuSuuu+nd0U6QTBkeMY+LtHcSvK4ptD5PTDbNkEZMA199L/13film7Cl9UXay1uaRFOZh+MMcQ2b8TJyMFJSevkZ9GzGRqYiteGukTam7WWisf/GM9+bTtcreErmjxr/GbL6LZai7YbEom6pBb+TqIdxjEYx8bzfMlUWbG5+UIiItIpFD95R8k6ERGRTuKkZTQ4RdkJpeKEUoF4oOKEBifO+fsNrlde2oExzYzwaVldIu3N3bACd61H66E6W6ehOj5DLBZPujn+xqeoNijJYn6/IVJtwbJ1xF6D97D4R4xNrlIREel4ip88o2SdiIiIyDaMAV9ACyRLN+I2Pd20JYwxidFzjt8Qq956vEX1OLVG5TVTLhCCWNRibWNTYeN1pR350xa1QUREOo7iJ+8oWdcJCgoKKCwsrHMsHA4TDAY7qUUiIiKyLSfgeFaXtZbnnnuu3vH8/HzGjRvn2X16MsVPTXPyRuDkDcctWEkyCbJkGcfgT/URrYxtGfWW/KcnYwxOwOBGkkjYGYM/6GBdi8nqhy0prHUvC1gyZ84isMMerXkaIiLSQRQ/eUPJuk4we/ZsZs2aVe94//79O6E1IiIiUo/HCyRHo1GmT59e79SkSZN4+eWXvblPD6f4qWnGcUidehHlf/tVslfQVFKv9ig6x2cIpPtwo/Hy1iY/4sHxOfgGbY9N70d00fvxulPSsVXl8QKhNAhXAOAbMIK0Yy4g5ZDTqZr7JFVvP4EtK8E/YkfSjpxJYIfdk3xuIiLSKRQ/eUbJuk4wc+ZMpk6dWufYtGnT1DPcQ9jKzbgfPYa78FWIhjHDd8e39+mY/tt3dtNERCRJxhh8QW96ho0x+P0+5syZU+9cfn6+J/foDRQ/NS/l0LNxi9ZR+cSt9XZmrWFSMwgddBpVr94H1ZUNlrExmxjUVpO0M8bgC5j4yDcDzSX7ajgDtiPruqfx5Y3ArSgFN4aTkYNbWQaxCCY9B8KV2EgVJiM3cb+0g08l7eBTW/YDEBGRTqX4yTtK1nWCvLw88vLy6hwLhUI4jnfDRaVptmwDbPweUrOh/+gWr8HSaL1FK4n8bRpsWkVNlGtXfIr7/v34Dvklzl6nYtJyPLmXiIi0L896hokHnFOmTPGsvt5I8VPzjDGkn3I1KYecQfjd/2BLizA5AyBShS0vwTdwe4KTjsNJzSRt2mWE330Sd8MqTGYfcPzYkgJMeg4mECLy2etEv3ijpmZqEnOBnfYldNDpVL1yL9Gln4Djx6RlYUs3gj+Ib/AOmPQsnIxcAhN+TGjS8ZhQfPdqJy0z0VYntdbmOilpGO1wLSLSIyh+8oaSddKr2LJC3Bd/g1348tYe5wFjcA67BmfkPm2uP/roL7ck6gAs+AzG78M4YN+8jdjcv2B2PQ7nsKsxofQ2309ERNqJA75Uj8Ik5ZK6HVtZDJXFkJEHbhQqiiC9HyZUf/fmrsjXbyhpx17YZBknI5fUwxrfrCF1yv8RW/U1Va/dR2zlIkxaNqF9jyOw11EYn5/QftO8braIiHR3ip88o2Sd9Bo2XE7sX9OhcOnWgwYo/Ab3odOxfUdCWh+IVkIwDbPjYZhdjq8TmNtYBJb8F/v9e1jApGRjqzbHE3/RKHbZB1vr9hmcoG/LYsxbxCLYTx4ltnEZvp/8G+PTP0ERka7IGIPj4TQO6R7shm9x/3szdsmb8b/txokv0IYFnx/TbyT03R5Sc8EYTHUF1h/C+AIQLtvmcQDjS8GGSzGhDMzYw2HExG71evAN3ZH0M3/f2c0QEZFuQvGTd5QpkF7D/fihuok6B4w//kZircUWfYcp+i5x2q74CPvBPzBH3ITZbl/YvBb34bOgdpna9VfH6tzP+B2stQ2/ySz/EPvNG5ixh3jy3ERExHvG17uDxN7GFn5H7N4TIby51sEto/ANGGJQuCT+VXN6m/839tgC9pOHIP8AnOP/igmkeP8EREREugDFT95Qsk66LBuphIXPYL95CcKlEEiDWDXYGPQZhdn1ZBi4C3z7Gvarp6B8A/hCgIVoNfhD8YoilVC9Gbt2xdbKTd1kWr2EWsCJT2Gt3gBPn4ObMQCqYlC6rtH2GmO2BuhO83P17VcvgJJ1IiJdkwEn6POsLun63DdvrZuoq8U4pvEOuJZY+hb2v7/HHPabttUjIiLSFSl+8oySddIl2cpN2Md/AoXfNFxg/VfYRc9An5F1Rro1ya3V1+1s3dmsnqCD8Tl1p6+WrIXqhndVS/CbWusvJ/HOEi5vvoyIiHQOY8CrnuFePo2jO7DVFdivX234pIM3ibqae/3vcewBv8SkZCVXPhaBZW/C929DLALB9PiSHW4MQhkQqYqvq9d/LIw9FpPax5N2ioiItJjiJ88oWSddkn3jhsYTdbUlm6iD+JtGTcLONBJ4Owbji0+NrXOudqKvEcYYTIoPWxkD1zYf2A8cm3zbRUSkQxkPe4Z7eazZPYRLt055bYCn6+ZEw1CwGIb/oNmitmIjPHsOFH7dfL1LXoQP78IecTtm+L4eNFRERKRlFD95R8k66XJsxUb45hXP6zVBBxtpZnRco70AiSFzTXKCPlzAhuMJu4brM+D4cfY4udn6RESkk5j43w2v6pIuLq0PpGRBVcPTYL0cWQdsXaqjOa9dnlyirka0Cl78OfbUlzEZea1rm4iISGspfvJML98MV7qkTd/H16XzmPE7mJQtWX63hUF3C4byOkEfTkYAE9j2n9eWOhwfzgl/wuQMSf7+IiLSwQz4HG++enu02Q0YXwAzYVrDJ62XI+sMZA6EgeOaLWk3fgsr57ewfhsfuffV461rnoiISJsofvKKRtZJ1xPKbLeqTcgHfoOtdhvuJbcNj54zjsE6JqnpsLAlqPcb7JA9MLucAIteiW90MWg8zg9OwfQZ0danIiIi7Uk9w72Os/+FxFZ9AisX1D1hSaxj2/akncXsdxHGSSIEX/9F62+z/vPWXysiItJaip88o2SddD19R0PfUbBxKclMPW0p43MwqVs2kMgZDYXfx6eNAMQM1t9IQB50INAHSguTa9cOP8Y35eb4AtK7n+jpcxARkXZmSKxh6kVd0vWZYBq+0x7A/u8/uJ8/DWWFEEiJr2UXLsWES+IbO7RWShbmgF/h7JZkTOAPtv5e/pTWXysiItJaip88o2SddDnGGNj/MuxT527JiTWRGDNOkwtCN3mfQbthTvhnvPrilfEd1dL6Yr/8D8z9A7gRaq9VZ3JHYE6cA7EIdvmH8Xv3GwmF38Xb0G8UFC0DN4oZugem7/atapeIiHQBxsQ7abyqqx06n8R7xh/C7DEdZ4/p9c5Za2HVJ9jNayEjD/wBKF4N6X3jO7RuWoFJy8Wm5kDR95hQJjYzDwqXYoLpMGIiJlA3iWYj5bDqZWzhp/GXSCANIuXx14z1J+KcFn9eGXlga38EIiIiraf4yTNK1nWCgoICCgsL6xwLh8MEg23oQe1hzHY/guNmY9+5FQoW1hwl8Y/VF4Qdp8DOJ8B7f4HlSazpkpIT7yHPGIAZewzsdNzWoHnA1p1Zze6nYkdNxn7+KKz5DPwhTP5BMO5oTCAtXiZn2NZ6B++69fGQWo9FRKR7a8F6pc2x1vLcc8/VO56fn8+4cc2vXyadHz8ZY2DYHnUTZ0MmbH08eJd4OYCBO219nLdjg/XZkiXYeRdCeGPjN033YcpcLC0YYNBnFIw6LNnS3YJ1o7DxY2x1CSZjBGSN8XbDDxER8Y7iJ08oWdcJZs+ezaxZs+od79+/fye0pusyI/aF4ftAyUqoLoecYVBZDOFSyBoSn14KcPy92LL1ULERMgbGN6co3wDpefEe6bJ1kNYXkzEg+XtnDcFM+mX7PDEREen6DBDweVZXNBpl+vT6o7UmTZrEyy+/7M19erieFD/ZWDV2/sVNJ+oAsgJYA5RFkhtcMOJHcNCNmGR3m+0G3DWvY7+6LfGzsgDZY3Em/AaTsV1nNk1ERLal+MkzStZ1gpkzZzJ16tQ6x6ZNm6aRdQ0wxkDO8K0HghkNl8sYALWTcem1Ave0Pu3UOhER6bGMgVSvgk2D3+9nzpw59U7l5+d7c49eoEfFT2vfgqqC5ssZA1lByAhgw7H4od0vhdAgiIWhz2goXQ2RCui3IyanZ21gZdfPw35ydf0TJYtw5/8fzv7/xoT6dnzDRESkYYqfPKNkXSfIy8sjLy+vzrFQKITjeDS3W0RERNrGAI5H0zhMvPNpypQp3tTXS/Wk+MkWfdmyCxwDqfGw3UYLcXasNcqgz0gPW9a1uN/M3vKogWGF1UXY75/EjDmnQ9skIh3DutW4mxZAtBRSR2CixdhICSZtBE7mmM5unjRG8ZNnlKyTDmNtFLdoPrFNH2KtixPIwkbLsDaG8WdBrBxwcTJ3wtfvIIxPO5mJiEgnMWAD2s1M2klbYhxfz5ni2hRbtQFKFjVdZv1cULJOpMeJrX2e6NI7IVLS4HmTORb/2Gtw0rfr2IZJ8xQ/eaZVybqHHnqoReWNMWRmZjJ69GjGjFEWvDey4Q2Ev/oltuK7xLHG9nCNrXuGyPf3ENrpVpyMHTqmgSIiInUYrGcLJPfyaFPqMYP2x35zXyuvPcDTtnRZbqT5MrFw+7dDRDpUbP1rRL/+HU397bSli4h8ej7BvR7ABLXkUdei+MkrrUrWnXvuua3egWnnnXfm1ltvZeLEia26Xrofay3hRVfWSdQ1K1JE+KtfkbLnYxhfavs1rgNZa4mVfka06L/YWDlOaj6B/kfiBHI7u2kiIrItAzbg3TQOkTpyx8Gg/WDt3JZdN/hATE4v6chMyYNQXwgXUTMN1gKxkCGWYnAdgwlWwsLzwEZwQgMJ9DsKX/Ze2ilWpJuy1iW6bDbxP5zN7KoT2URs9X/wb//TjmiaJEvxk2daPQ3W2mS2pKrv888/56ijjuLhhx/m4IMPbu3tpRtxN3+OLVvY8gsjRcQ2vIZ/4NHeN6qDWbeaqm+vIVr8bp3j1av/SeqoG/DnTuqklomISEOsAev3ZhqH7eXBptRnjIEf3Ij93y2w4oX4TvZNXuCDEUdjduk9O9Ubx4/Z/mTs13cC8Y/t1dkOsZADWz6HWLsJyjYB4JYvJFr0BoH+RxPa7tdK2DXD2iiR4neJln6ItRbHl4GNlceXqvFnYt1ysDF86eMJ9jkY42h5Gml/tmIFVK5Kurxb+A4oWdelKH7yTquSdaWlpS2+pqysjPnz53Pdddfx5ZdfMnPmTD799FNyczWqqKdzS79o/bWbv4AekKwLr7ynXqIOABuh8turSd/lIZzQ4I5vmIiINMp2v30LpBsxvhTM7ldjx/0fFH0BxofNGokp+RaMwWblYzZ/F0/k9d0FE+p9U71M/gwoX4Fd+RzRNBNP1EF8t8FGRDY8iy9jZwL9j+igVnY9bqSIcNFzxMoXYjE4TgquWwGAcdKw0U3EyhbClmNN2vg8VWv+RvqoW/GnaTkjaWduy6a2W02F75IUP3mjwzaYyMjI4JBDDmGfffbhRz/6EUuXLmXOnDlcdNFFHdWEXsVaS7Tif4RLXsONlmJ8GWAjYKtxgsNIyT0KX3Cg5/e0binGBMCkYN0yMD6MacPLrC3XdhE2Vk5kwzONnQUbIVLwNKFh53Vou0REpAkGXE3jkA5gUvrC4APijwHSh9R73FsZ48PsejXu8GOJfnsR2KpkrqJ6/ZMtTtZFK5cQrVwIJogvOJhYeDkYP77g0C2PDYH0H+ALDmjdk+kgkdIFlC37NbiN/Kxs/Kslb0s2Wkz5t78ia6fHML40L5op0iCTNgJ86Vs2Hmyekz2+nVskLab4yTMdngnJyMjg17/+Neeccw4vv/yyknXtwNoopSt/Q/XmNxotU7nhfjKGXEZK7lEe3M9Suek/VG58lFhky7Blk5IIqIwbIqOVdfv67Nvm9nU2t3JZ4wETAIZY2Zcd1h4REUmOeoZFugaTMQybVKIOwOJWLk26bjeykc0rryVa8WkyLSGUcyQZgy/BOMGk79FR3GgJZcsub3Z0Uss//1psdBPVm14j1O+Y1jZPpFnGl4JvyHHEVjzQXEkAfENPbP9GSYspfvJGpwxbmjx5MgBff/11Z9y+x6tY/48mE3VxLmWrZ+ELjSSQNq5N9ytb9ycqNz1BnT/9tQIq64SJBCFQ3bLQwGSMxemzd5va1iWYhoO5mGOJBi3WgDHriBTcjrWV+ANDSc06Ap+/5dNdrLVEwl8TqV6CcdLx+fKIRr7HmBR8/kFbHgcIpf0Qny+njU9MRJIRi24iXD4Pa6vw+YcSixWBW44/NIpg6m5aV6mLsgZcj6Kk3r7mikib+VIAB3CTKm58yXUTWzdCyfcXEQsnuwmaJVz8POCSOfTqJK/pONVFLyU3tbWF7JaF/iOl/1OyTtqdb/ufYitX4W54s/FCxsG/45U4mZqa3dUofvJOpyTr+vfvD0BJSUln3L5Hs26YqqInkykJQNXGxwmkXdfq+0UqF29J1G2tsyFV6WCNJRAGk0R/npO7N8EdrsYYX6vb1lU4afmY4EBs9Xri4Y4lnGqJhGqXWkt18SOJ7zYX/p2cgVeRlnVo0veJRtawcd21RMJfJVE6QEbOSWT3/b8e8TMW6YqsdSnd+HfKih4Eog2W8Qfz6TP4JvzBER3bOEmKq55hkS7BOCH8uT8iuuntpMr7+/44qXLVpW+3IFG3Vbj4JdLyzsQX7FrTlGOV3g6EiDmW6pAl5gcMOLG5UPIk6VlTMUZvkNI+jBPAv9ON2JLPiRW8DtGy+NRYGwE3jEkbgW/QUZhQ/85uqjRC8ZM3OiVZV14en4OempraGbfv0WLVK+O7NzXCYokEIOq3uAbKI69SvPJTXLcKx0kBDK5bieOkYIxDLFa+5bEf1y3H58shPf1QsrJOxHEyqCp5KbmGGQinQ3Uq+CLxpF7qgJ8S8A8BG8OkbY+tWgVuNU7meJy0nvPB1RgfoaEzqfruBgCqQ2yTqGtIlOJ11+MPDieYMrbZe7huORtWX0AsujbJVkUoK34Qg0N2P62VJ9IeyormUFZ0f5NlotVLKVx5AXnbPYjjy+qglklSDPEPqB7VJSJtExzyU6IlH4Jb2WQ5488lOOiUpOqsLp3foja4xhLzAVjKi5/FSR+FtVFSUnYl4O8CG4U53n22ivkslWlbOuK3vIe5lFO84RYi4SXk9L9MI8Ol3RhjMDm74uTs2tlNkZZS/OSZTknWLViwAIBhw4Z1xu17NNPIlEuIJ+oqUy2uj/ggOAOWGLHYOgBisa1l6z7eOgLSdYspLv4bZWUvMWjQ33CjRS1qn3UguiVR5QZD+PvVGjmW2XxSqrsK9DsM61ZTteouIqGSxM+/cfHVf8s3PUZwUPMjHys2v9iCRN1WpSWPkpl7ardPElgboTq6HHAI+IYQicXXTgz4hhKJrQZcgv4R8c1PRDqA61ZStunfyZWNFVKx+QUycqe3c6ukJayBaLDxEeMtrUtE2saXNpK0sXcRXnEHsdKG1pcz+LInkjLiFzjBvOQqtbHmyxCPoatC8Q7vmvitsvJ+qNwyZ8IQ31QNh5TQLuRknkJ66qTk2uChYPb+VG98tulCBmwzG0xYLFUpdRN1tZVvfoa0zMMJpSqRIiJ1KX7yTqck6+68806MMey7b/ffPKCrcYLD8AWHE6teybbTUquDWxJ10OYsdTS6gqKiv5AabH0vYlebOtDegnlHY7LGUrbi9KSvqa78LKlylRXzWtweiwUbpqryY0JpPwQMPqdr7fDlulVsrnqdcOQbDAEcJ4OYuwlDEMfJIBrbSHXkG6oj3+Lasi1X1V7TZutjn5NDbsYMcjNO1dQNaXeRqq+aHOW8rary+UrWdUGaxiHStfjSdyBt7F9xw2uxkU2Y0EBwI9jIRkywP06wZdPi/Gm7EC55rdlyVSlbEnXb2JqoA2wMa2JUhhdQGV5A3+yfk5t1aova01ZO+nictLG4FYuaLrglYbflYT2uA7aZVVIqSl9Ssk5EGqT4yRsdmqwrLy/n2muv5ZVXXsFxHM4888yOvH2XUVBQQGFhYZ1j4XCYYLDtu0oZY0gbcA6lK69mS+QAbJ3+2vyIruSVl79GzsB7qSh8gG0Tg820EuPLJZTZ+5K1pqXJMJPkP1EbpfbvuynVfpdwYGvitrTsWmxZNQA+k4Vrw4AhPbQH/dJPIz24e8va7JGK6s9ZXfQrYm7ja1saG18D0WJrrYVYe/HprY9jbjGFm+8kGttAXs6v2qfRIlvYJEdrxJmkR3dIx7EmvmSEV3VZa3nuuefqncvPz2fcuLZt9NRbtGf8JN2LExoEoUFbD4QGtKqeUM5hVBTci41tarRMzDSTqKuxTXy9seSvZKRNji/50s5cW8WGzXdRXPEMpFWS6fpIqXIaD/lrEowmFX/mDwhk74cvNR+3agXYGNWmhMqiPzV5z1h0o8fPQkR6AsVP3mlVsu6II45o8TXl5eUsWrSIqqr4LqG/+MUvGD9+fGtu3+3Nnj2bWbNm1Ttes/FGW4WyD8S611C+7q91gw/Ph5FGsE6AjIG/oGxd03/Q6zABsodc1yunJPoCg/EHRxCtXkEyibWUjB8lVW8wZVfClQuaLVcVcAmHbJ1bW6oTj2N2c+JxWXgeZeH5DMm+hpzUo5Jqh1eisY2s2ngRrm1iRzO7dbOSZDYtqVFc/hg5GScS9A9vazNFGhVMGRvfCdpWN18YSzB1Qru3SVrOy57haDTK9On1R09OmjSJl19+2bsb9WDtHT9J7+P40sne7jZKll+CbST5FG3q01IzS5psLn+evtnntqWJzbI2xuqiSykPfxA/4MDmrBhlGS7+iKFv1jlkZE7BrfoOjB8nZTvcqqWAwZ+2E8ZXqyM5bQcATPg7aGalG3+gC6zRJyJdkuInb7QqWffOO+9gjMHalmdMA4EAv/zlL7n66q633XlHmTlzJlOnTq1zbNq0aZ72DKfkHk4o+8dEyj/BumWYwCDKC86hsR0JW8fg8+UQ7HMi/tBIKjY+SqQyvhOpcdKxbing4PjScWNlGOMnmDGRtL7T8Ye297Ad3Ycxhsy+P2XT2muaL+ukk55zYlL1ZmQfQ1nxQ1gbprEkoGss4aBt8ejKNSW/JyP0I/xOdvIXtVFxxTO4NvkphC1VWvE6fbPOarf6RRxfFunZx1Be/HgzJQ3GpJCefUyHtEuS53XPsN/vZ86cOfXO5efne3KP3qAj4ifpffypY+izwxOES94gWrkQjB/jZGBjxVh8uHYp4ehHrao7Gl3vcWvrKwvP35qoq8V1LNUhKIw+S1bgDHy1pgj7An2brDMQGkkwNJ7q8JeNlknLmtL6RotIj6X4yTutStadcsopLdr9xxhDeno6o0aNYsqUKQwZ0rvWKttWXl4eeXl1F74NhUI4jreTu40TIJj5w8T3GRmHUVb2vGf1p6bug8+XA0AwfQ+C6Xt4VndPlpr5Y1y3gs0b7mh0TStfYDi5g36LPzCowfP1yvvz6Dvoj2xcd3mjdVb7m1lNuEEWSzUlla/SNz25xKEXKqsbWji6rpY8lZixVAUsEX88V1nlPo0vMo6cwMRWt1GkOVn9LiAWLaKq7L+NljFOJn0G/wFfIMnF0KXDWCDq8yjYJB4LTZmiD7dt0VHxk3RPrg1TFJlL2K4jQC7GBKi2BQTIxjGphO06/GTidzJZF/4ahzR81SMI29U4pNEne38ycg+vV6+/6hPK1rcuWef3tf+oz9LKV5s4a4nE1lAVWUhqsGUzmnLzrmDD6v/DdTfXO5fVZybB0KgWtlREegPFT95pVbLub3/7m9ftkA6Qk3MOlZXvE4sVNl+4GcZkkJt7gQet6p3Ss48mNfMQwuXv47qb8QeG4MbKcN0S/IGhBFMntCghDpCStieDtnuGitJXiIS/ARPCcdJwY8WAnxhfEHYXtqq9EbflO822TTOrGpP8AMGIYylLsVuX9DNQyVoWl/+cEamXMDA0rY1tFWmYcYL0GXwjkarTqCx7C+tW4vj6YN0KrK0iEBpFSuZBOE5qZzdVGmI8nMbRy3czE2lvmyLv8m3lb4jaxte5ra0oHAGgtHLrkizLqv7I4OApDE+5oM5GVCmhCQSDY6iuXly/oprPo438G89MPzKp9rRFzC1Lokxpi+sNhEaSN+x+yoofpqLsTaytJBgaR0bOiaSmd/xOtyLSTSh+8kyn7AYrncPvz2PQoH9SXPx3yspeA6qJvwQsECOeIDHEp8o6W76PbPPYR1raZHJzzyEQ0JpfbeE4KaRmHuBxnelkZB/X4LlY+UOUlbYuWRdwWrdwc2ulh/amPDy/2XJ2S5Tc2Jp1FktFqFbPzjbFllfeRm5gf0LOwFa3VaQ5gZQxBFLGdHYzpIUslohnPcPe1CMi9ZXFFrG44hJsnQ2mWiPGmuoH8Jl0hqacnThqjGFg/5tZW3ARkcj3W49v2VLV1gtB4r2DfbJmEuyAWDnk357y8LwmShhC/tYtP+MPDCSn/8Xk9L+4dY0TkV5H8ZN3WpWsq1nc94orrvC0MdL+/P4B9Ot3DX37XobrluE4WYDFdUu3PAbX3YzjZAJmy+MMwIfrbsaYVBwnpTOfQq8Qs1VE2EyAbMBueZyFwaGa4i2PfVTZDfhJx7VRqinCTzp+k95gnTmpR1BQeheWCMnv3msAH9mph3j0zJKTnXYkRWX/Juo2sdZLPEZO5N/q7ggbF3Wa69lxKax+niEpP21rk0Wkp1HPsEi3sCY8B4t3O2qvCf+bQaEZ+MzWeNfvH8DQQf+mvGIulVUfYq3F52Ti2jJibhGRWAHhyDdAjFBwHDmZp5CZ9mPP2rQtay0xqvARJDvtWIrKHyIe29WP7zJCkwj41Skp3UfYFhK1FaSagThGa5J2O4qfPNOqZN3vfvc7jDGNJuveffddIL5DR0ey1vKPf/yDOXPmsGTJEgKBADvvvDMXXHBBq3aw7cmMCeLz9Ul8n9zj3I5pXC9W5a5nSfQu1sVewxIlPqLRAi7gYDBbAlKDwWFTVRVgyK1K2VLe0N/5EaMCPyPTqbuWiN/JYXD2Vawu+U0LWmQZlPVL/E7H/u59TgbD+93F6qIrCEe/abzgloRd/Jo+BJwBOE4qrq0EC9ZXDixv8l5hd513DReRHsOChz3D3nJdl7POOosXXniByspKjDFkZWVx7rnncu2113p8N5GurTjyvqf1xSijPLaQLP/udY4b4ycj/UAy0g9s8Lr4xnsuxjS/lEdruTbC99F/szL6JGEKMPhwCJKS5tKnov7n2qBvBANzNLhC2teG2HyWRx+i2P0McAiQSYQSwBAgiwjxdQ+3Pjb0cfZgO/8MQqY/30cfYH3sTWJU4hAiRnz9bT8ZDPMfT75/ppJ23YjiJ++0yzTYww8/HMdxKClJbt0IL1hrmTFjBs8++2yd43PnzmXu3LlcffXVXH755UnXd+2113Lbbbc1Web444/n/vvvb1V7RbZVZdfzQfhMwtReU7B2T7Fb6w3L1upFtlsSdfHHG9y5FIU/Yq/QbDKdHercIyf1cIK+oWwsf5DyyKdgLT4nY8taJhZjQkTd+P3TArvRL/00MlM6fl2SMruCUmcZGX0vJi9qqI4uxZBKwJ9HdXQFxoQIOAOpji3HECA9ZW8CvvoL9BdH3qO4/MIm7xU0/drraYhIN2YB16MeXS+DTdd1GTNmDGvXbl1L1FpLSUkJN998Mx988AEvvPBC0vVNnjyZjz5qevH8oUOH8vXXX7e6zSLtqe3TXxuqs+X/auNrDbctUVfiLmGl+wJVbCCVPAaayQRMBiGTC9bhf5FLtyREatoZI0Yl5SGo9kNGFYRiDhm+MeSmHkl26lE4Tlqb2iTSlOXRh1gc+XOdY2Gqaj3e0ODjQncehdXzcAjiUp04Hkt8poEoZSyL3k+p+y0Tgre0ayJcvKP4aau2xk/ttmadtR07v/jOO+/k2WefJRQKcfPNN3PiiSdSWVnJX/7yF/785z9z0003se+++/KjH/0oqfqWLFnSzi0WqWtp5J/bJOpaL0YliyO3s2foznrn0oI7kxb8faPXWhtPAnbGH8RKu57PojeywX6YOJZi+rFTyi8Y4jsYgPTQXolz6fygyfqy/T8gYPoRsRtp+O3e0C94lBdNF5GexkDEq7dBD6dxTJ8+PRFonnTSSdxwww1s2rSJ888/nwULFvD2229z5513cv755ydV38qVK71rnEgnyPbvyaboXM/qc0glw7ejZ/Ulw1rL17F7WOLeV+f4Uh7a2i4Xgk18vor4YFM6gEuuk8rI0Ent01iRLSrdNSyO3N6mOmon6hpT6M5jgzufPF9yn+Olkyl+8kyP2Os+HA4nRsHddNNNnH322WRlZTFgwABuvPFGTj31VKy1/PGPf0y6zm+//RaAV155hbKysga/NKpOvGJtjLWxlz2ts8j9iCq7ofmC2zDG1ymJuogtY17k/+ok6gCq2MiC2NWsdd9ucZ3G+BmZdjWm3ltd/J1/aMo5pPiGtrbJItKDxadxePPlVffl5s2beemllwA49thjuffeexkyZAjjx4/n7bffZuTIkQD8/veNd8hsa9OmTQDccsstjcY7GlUnXdng0GnE/65786luYOhEfI2s/9teVruv1kvUbctnkx/vt8n9hEp3TZvbJdKUNbEX8H6iYsPWefw5SdqP4ifv4qcekaybN28eBQUF9OnTh7POOqve+Ysvju9g9Pbbb1NcXNxsfa7rsmzZMgDGjh3raVtFGhIjjFtryLhXIrbY8zrbywr3OSpY3cAZCxi+jt7dqhG7OYF9GZsxmxz/j6h5y0v3jWVU2k3aWEJEGmUNRBxvvurvFtk6s2fPxnVdjDHcc8899c7ffPPNQDyAXL686fU6AaLRKOFwGIBDDunYjYREvJLl341Rqb/Boe1rWvUPTGF46P88aFXLfOc+QnPJxpa+jYTZ2Or2iCSj0nbUus+Gattxy2tJ2yh+8k67TYPtSHPnxoe+77fffgSD9f9QjxkzhuHDh7NixQrmz5/f7GYTK1eupKqqioEDB9KnT58my4p4wUcqQfpQTZFndRr8pJgBntXX3ta5bxMPRRtKyFlKWUY5K8lgeIvrzvTvzJiM27A2hsXFMYG2NldEejgLRBxvokSveoZffPFFAAYNGkRGRka984cddhg+n49YLMb999/f7GLJH34YH8nsOE6iV1mkO+ofPILcwCQKq18l7K7Fb7Ix+IjYInwmE8eEiNhCfGTgM6kEg9/hs6kMSBlMtd2AjzT6Bg4k1bddh7fdWpdiu4jm3iniXZfJMt0qBpTuKcX076A7WdLNiA66l7SV4ifv9IhkXc36cjvvvHOjZXbZZRdWrFiR1Fp0NVNgx4wZw+zZs5kzZw6LFi0iGAyy00478ZOf/IRTTjkFx+kRAxOlCzDGMNR/HN9F/+FZnQN9BxMwWZ7V195iSYwsjNmqNs1yMcaHaePizyLSWxhixqvFUrypZ8WKFQDssMMOjZbp168f69ev5/PPP2+2vvnz5wOQlZXFGWeckdgdDSAzM5OpU6dyxx134Pf3iHBReji/yWJg6ISkyvpSCgDIC9XfnKrjGRwCza7dFXPAl+ReGv2cfUgxXeG5SU822Hck30X/RUdMhR3qn9ru9xCvKH7yKn7qEdmmVatWATBkyJBGywwePBjY+otqSk1C75133uHiiy/m008/paqqis2bN/Pee+/xs5/9jFNOOYVIJOJB60XitvefTo6Z4Eld6WY7xgR+4UldHSXHjKOpP/Z+0kg3LR9VJyLSGjU9w158efUxpqQkPg1o+PDG3wv79u0LJLfw8WeffQZAcXExTzzxRCLQBCgtLWXOnDmMGTOGioqKNrRaRJpijGGQs3+z5VwgtuVza1PvKUH6smPgEk/aJtKUNGcYo/zntKkOk8TYoTGBX5LpjGrTfaTjKH7yLn7qEV2lZWVlAA0OaaxRc668vLzZ+mpG1rmuyxlnnMFFF13EiBEjWL16Nf/4xz+44447eP7557nxxhv57W9/22Rde+65Z1LP4bvvvmP77benoKAgqfLSMw231xCIvcLa6GuEbSF+kwLWEiWMjxDGGKK2KvG4vHAzPgJUmzSitoqAySLPdwCD/UdRbCJA93k9ZdgDKI48Rvwtvv5b83bOjynybwY2d3TTerUNG1q+SYlIS3TV15g1UG286dO0Bqqrq5NeWqOoqOElEaLRKAA5OTmNXpueHl8Yv3bg2JiaeAdg9OjR/PGPf2TixIl88sknXH311XzyySesX7+eo446ijfeeCOptntF8ZO0p672vpPjTmFR9HVcIjSZirMWx4Lf1mypESRIFlHK8JNBnv8AhvmPo8wEKOtGMWBP1NVeY+0lgykMjmWxMvIkpXYx4OAnnSilxFNxmVseW/xkJR5nmfEMD5xIisljefQRNsTmAVGC9MExQRwCpDv5DPUdTapvJwr0eq6nq77GFD95Fz+1KVn3f//X9AKszZ03xnDXXXe1pQlA/BcINLheXY1AIL5GVTLZzVgsxtixYzn66KO55pprEse33357brrpJjIzM7nxxhu58847+fnPf06/fv3a+AxE4hwTZIh/CkP8U5IqvyEl/ibdP6Wj1ozwhsWyiq9YyJtspgCDD2MMjm87UmLL6g14zjMTGe37Sae0VUR6Jwu4Hk3j8Kpn2HXjc+BSUlIaLVMT79QsfNxcfaFQiD322INXX301cXy//fZj7ty5HHnkkbz99tt8+OGHfPPNN01OHxGR1st0tmdP/yy+iv6ZcpoY1WEMroFqoI/ZhT381+Mzjb8fiHSEPN/+5Pn2x7VRDA7GOFgbA0ytx/HlaKx1AYsxW5el2Sl4Jda6W9aV7hFjiXo1xU/exU9t+tfw4IMPNnrOWtvsea+SdTVJuqZ+sDXnQqFQs/X96U9/avL8L37xC/76179SXFzMW2+9xQknNL4+xscff9zs/SDeg+w4Dnl5Wl9CWq4rvW6qqeRTXuJL3qKCYnIZxK4cyngOwOBgsbzJ3/mE5xq8vtLmkR2rIsemM8LsxTDnMPqZH2A8W/tAWqMrvcakZ+pqrzGLodp4s8alxRAMBhvt8U1WzVq5TfX61sQ7NUFnU2oWSG7Mgw8+yLBhw7DWMnv2bP74xz+2oLVto/hJOkJXet3kkccYewCb7JdU2vVU2nVstJ9Sbtfiww84uFQTMrkMdQ5nqHOoNszqBrrSa0x6pq72GlP85F381Kpk3b777tulPjjXTHGtmQ7bkNLSUmDr8Ma2SElJYc899+T111+vMwRSpLcLU87DXM16vkscK6eE5SxmPs8ygUMpZCkLebnROqLGx0Z/OhuBXIbSn706oOUiIvW5XWxpX7/fT3V1NcXFxY2WqVnuIzU1tc33y8nJoU+fPmzcuJGFCxe2uT4RaZoxhj5mZyC+ad4oTu3cBomItILiJ2/ip1Yl615+ufEP2p1h6NChLFiwgNWrVzdaZu3atYmyXqhZgLCqqvkdLEV6i3d4uE6iLoohig8wrGMVL/FPUqjGIbm9fT7nZSZxGn7UcyzdRwEreYdnWMRHxIgwlB3YhyMZyw86u2nSAl73DHshOzubioqKJjfLqul9rtlYq60yMjLYuHGj4h0RERFpluKnOC/ipx4xKbxmDvAXX3zRaJkvv/yyTtnGbNiwgc8++4xAIMABBxzQaLnNm+OL3Nck7UR6uxgRvuD1Wt8bovjZdrUBBzfpt91qKihjIzkM9K6hIo0osUV8yFus4nsMhiAhwlTWehzGAEFSCFOFDx87sDMT2AcHh894n0+Zy2q+who3/tI3sJxFLGcRBzGN/Tmus5+mtECsi/UMjxgxgrVr1/LNN980Wmbjxo0A7LLLLk3W9fXXX/PMM8+QkpLCRRdd1Gi5mrV+Fe+IiIhIMhQ/eRM/tTlZV1lZybfffkskEmHIkCEMGDAgqes+/vhjzj77bP73v/+1tQnst99+/PGPf2Tu3LlUV1fX22jim2++YcWKFfh8PiZNmtRkXaWlpUydOhWABQsWMGbMmHplotEoCxYsAGDChAltbr9IT1BJGdVsXQcgikMiW1FLvIck+X6SEGleNVGkUQvtp/ybvxAl0qLrvuRjXucpfPjZxAaCRLbs0Ee94aP/5VF2YiL98KbHTtqXiyHs0XpQyXdRNO3II4/k/fffZ926dZSVlSWWAanx6quvEovFF/I+88wzm6xr/fr13HDDDQCMGTOGww47rF6ZqqqqRPA6efJkL56CiIj0EK51KaOMAAFSTdunDkrPoPjJu/ip1SnP4uJizjnnHIYOHcq+++7LAQccwOjRozn44IMTo9gAHn30UaZNm8bEiRPZZZddGDt2LIMGDeLAAw9k2bJlrW54bfvuuy8DBgxg06ZN3HffffXO33HHHUD8B9Xctr8jR45MZFN/97vfNVjmH//4BwUFBQwfPpy99967bY0X6SFCpOFsyf9bwDYy2TWKk/Tb7nbsTipZnrVRpCEltmhLoi7aqus3U8wmCjFYHANNLen6KW+1rpHS4SyGMAFPvryaxjFz5kwcx8Fay/nnn1/v/GWXXQbEe3FHjhzZZF37779/Yle0X/ziFw2W+elPf4rruvh8Ps4+++y2NV5ERHoE17r8177ONfYqLreX8iv7C253/8S3Vmu5i+In8C5+alWyrrKykkMPPZRHHnmE6upqrLWJr/fffz+RsLv55puZOXMmL730El999RXLli1j1apVlJWVYa0lOzu71Q2vLRgM8stf/hKAK6+8kjlz5lBaWsr69eu57rrruO+++3Ach8svv7zOdRMmTGDChAlcd911dY5feumlADz55JPMnDmTRYsWEQ6HWbFiBTfddFPil3nDDTfg83kzH1ukuwsQYixNj1wFiODHTaI+P0EmcXrbGybSjA94a8uIurZtEG+SuL6EwjbdQzpWFJ8nX17JyMjgyCOPBOIxys9+9jPWrl3Ll19+yYEHHsiSJUsAuPbaa+tcl5ubS25uLgceeGCd4zNnzgRg1apVjB8/nhdeeIHNmzfz3nvvcdhhh/H0008DcO6559abtSAiIr2PtZYH7b950j7OJrbu0LmYr/mzvZWFVpsRieInr+InU1ZW1uJPJ7fddhvXXXcdjuNw2mmncfzxxzN48GDWrVvH008/zb333kt+fj4rV64kHA5zzDHHcOCBBzJw4ECMMaSmppKXl8eYMWMS2+i2lbWW0047LfGD2daNN95YL/NZM/xxxowZ/O1vf6tz7rLLLuPOO+9s9H7XXXddIqnnhT333BPHcfjqq688q1N6voKCAqDrbNldQgEPcCnlFBPGt6U3pH6PiMESJIKvkcHNQ9iJAziLQdSfhi4dq6u9xtrDv+xtLOLTNtdjcAmZpkfnTeJoDmFGm+/Vk3TF15jjOPQdm8nML4/0pL7Z419g87dVicWL28J1XXbccUfWrFnT4PlDDz2UJ598ss6xmnhn5MiRfP7553XO7bvvvk0uSXLggQfy7LPPtrHV7Ufxk7RGV3zfkZ6lp77GvrNLucXe3Oj5fvTjN+YGHNO11izribria0zx01ZexE+tWrPumWeewRjDZZddxpVXXpk4PmbMGPbff38yMzP505/+hDGGyy+/vE6Z9mKM4YEHHuCf//wn999/P9988w2BQIBdd92VCy+8kEMPPbRF9f3hD3/ggAMOYPbs2SxYsICSkhL69OnDPvvswwUXXMDEiRPb6ZmIdF/Z5HEaf+RdHuIL3tmyHH998eHR8V4GB8txXMxIdmUz60khi2y6zh8d6fmCeDNiyGJwbTw93dhU2Ans78m9pP3ZxG7W3tTlFcdx+Prrrzn77LN5/vnnqaysxBhDdnY25513Xotjrnnz5nHjjTfyj3/8g40bN2KtxXEcBg4cyGWXXabpryIiAkCB3cS/3Sca6odPKKSQZSwjn/yOa5h0KYqfvIufWjWybvDgwZSVlfHVV18xbNiweueXLFnC7rvvjjGGhQsXMnTo0DY3tKdTz7C0RlfsUakRJcICXuV1HiRKdYNlAoQ4knPYVQmMLqsrv8a88rn9gH/zV0/qMrgEidZN1m3ZZ+UAjudATvLkPj1JV3yNOY5D7thsZnzpze69D47/D2XfVnjSMyx1KX6S1uiK7zvSs/S019h89wv+HHucDGcTKabhuL7GOeZn7Ga0CWN764qvMcVP3mrVyLrS0lKMMQwZMqTB8yNGjEg8VqJOpHfyE+CHHMmuHMBC3qeUIjLIxgLllJBFH8axt3Z7lU63E3swjHxWsrTNdVkcqvHjty7OlmneQxjFPhzJzuzT9sZKh3ExVNmQZ3WJiIh0R+tsEX+OPYaLS8z6mhxZB5CnGTK9muIn77QqWVejsfXmtAixiNRIIZ3dOaizmyHSKJ/x81N7Kf/hPj7nQ2xSW6DEBQkxicMIEuQtXqCKCiwOLkH2YD+OYjpBk9KOrZf2Y4harxY37t3BpoiIdB/WWr50V7PSbiKLFD6wnxHbEhtV2hTSbCXQ8JIf2zOSwabhAT3SWyh+8kqbknUiIiI9QapJZwbnc5Q9hbWsIEiIvuSxjlX4CdCfgaxlJT589Gcw61mFwTCcUYS2JOMm2UNZwbfEiDGU7Uk3mZ38rKQt1DMsIiK9zXfuBm6ofp5lduvu9ZlOGQETT87F8FFq08lyyrE2fqzm/xlkcKo5vRNbL12B4ifvKFknIiKyRbbJJZvcrd/TJ/E4q87xXLYVNCFGsVP7NlA6jsW7nuEWrw4sIiLSsQptGb8IP8JmqrY5UzdhUmlTicb8pDmVBGwUC+zNRKaaY8gxOR3VXOmqFD95Rsm6TlBQUEBhYWGdY+FwWNOHRUREugiLIexRz7DFYK3lueeeq3cuPz+fcePGeXKfnk7xk4hI+3kq+kkDiToI2wBBJ1LnWIQAJW4AgP7kcLr/NHym4SWypHdR/OQdJes6wezZs5k1a1a94/379++E1oiIiMi2XBwPp3E4RKNRpk+fXu/cpEmTePnllz25T0+n+ElEpP28F2t4o61qGyBqffhNrMHzp/oOVaJOEhQ/eadNybojjjiiTWWMMbzwwgttaUK3NHPmTKZOnVrn2LRp09QzLCIi0oXEPFsgGfx+P3PmzKl3PD8/37N79HSKn0RE2k+k0Q22DJtj6aQ7lQRNJLGxRDYZnOk7gknOLh3WRukeFD95o9XJOmst77zzTpvKmIa2kOkF8vLyyMuru6V1KBRqdHddERFpH9XW5b/Va/g6Wky6CXBEaChDfemd3SzpAiyGsOvdNA5jDFOmTPGkvt5K8ZOISPvZ2RnCylhRg+csDmVuOgYXv4mRaoPcGbqQVEedJVKX4ifvtCpZN2PGDK/bISIi0qE+jxTxs9L5rHcrE8durvicM1JGc2X6rji9tENJ4qw1ni2QbK1eSyIi0rUd59+dV2Jf4mIbXdff4hCxDqf4JypRJw1S/OSdViXr7rnnHq/bISIi0mEK3Sp+snkupbbugskW+FfVEvo4Ic5LG9s5jZMuwcVQGUvzrC4REZGubJSTx9WBo/hd5EUiNLw+HcAhvnGc5t+nA1sm3YniJ+9ogwkREek1Ytby74rl3FGxkM0m0mi5f1R+w9mpOxAy3q25Id2N8XDNld4dbIqISPcw2b8jE3zDeTn6JSvtJkL4CeFnM1VkmBAH+nZkjDOws5spXZriJ68oWSciIj1OzFqeqVzHg2WrWB6tIGR8OMBaygkTxe+rwgCNzXQtsdUsjpawS6BPRzZbuhBrDRHXmyk+vX0ah4iIdB85Jo2TA3t1djOkm1L85B0l60REpEeJWct5RZ/zXOX6bc64+HyNT+sQqc1iiMQ8CjYxvbxvWERERHoDxU/eUbJORER6lEfKVzeQqAPHcbE2PprOtT78jtvg9QbINSHG+LPbuaXS1blWu4yKiIiItITiJ28oWSciIj3KnPKVGGhgJ7OtR1zXj3Xia9ZtOxXWAuekjtF6db2ctYaYVz3Dtnf3DIuIiEjvoPjJO0rWiYhIj7IsWtFAog6ok8IzRKMp+P1haifxfBjOSR3DT1N3aPd2SldnsJ71DPfmUFNERER6D8VPXlGyTkREepQ+TpDyWGW9hJ3rOnXWrLM4RKIpGONijMs4fxb35ezNAF9qxzZYuqxYLNDZTRARERHpVhQ/eUPJOhER6VFOSBvEbaXfNXDGxIfTG5tYuy5+zEd/k8bfsicqUSdbWYONeRQm9fLdzERERKSXUPzkGSXrRESkR5mZOYJnK9fxbbRimzMG1/UlRtIBZBg/x6cO4fyMfAYpUSd1GHC9WrewdwebIiIi0lsofvKKknWdoKCggMLCwjrHwuEwwaA3CzGKiPRm2U6Ap/rvxR82f8sTFWuosi4O4GCIAo71c3hKHr/OzGdUMKOzmytdlQW8msZhwVrLc889V+9Ufn4+48aN8+Y+PZziJxERkS5O8ZNnlKzrBLNnz2bWrFn1jvfv378TWiMi0vP09QW5OXccv80ZQ1EsQq7jx2ccCmPVZDt+Mhz9+ZPmeNszHI1GmT59er0zkyZN4uWXX/boPj2b4icR6W5caymOuqQ6hhTHsCnqEnIM6T6vFuAX6WoUP3lFn1Y6wcyZM5k6dWqdY9OmTVPPsIiIx1KNjyH+rQHDEH9KJ7ZGuhVrMFGveoYNfr+fOXPm1DuVn5/vzT16AcVPItJdRK3l32vLeGp5hIKIiwFCDlTFV+HgRzkpXDQsiwmZoU5tp4jnFD95Rsm6TpCXl0deXl6dY6FQCMdRD4uIiEhXYaxXPcNgjGHKlCme1dcbKX4Ske7AtZarlxbxxqYqfLnxzgTL1kQdwDvFVbxfUsW94/qzT7Y6EqVnUfzkDSXrRERERLZlHZywRx+grJJJIiK9xdvFVbyxqarZclEL1y7dxGsTBmJM715IX3oQxU+eUbJOREREZBvGGnweTeMwVh/CRER6i6cKypMqZ4FlVVE+L6tmV02HlR5C8ZN3lKwTERERaYBxe3eProiItFxhxG2+UC0bWlhepKtT/OQNJetEREREtuVhzzC9vGdYRKQ3GZHiZ34Ly4v0GIqfPKN3BhEREZFtGMCJebNAcu8ONUVEepdpA9J5eHFyZXfPDDI6zaPEhkgXoPjJO0rWiYiIiGzLGnxRj8KkXt4zLCLSm+yWGeKsQZncu7a0yXJ9/A6/z+/TQa0S6SCKnzyjZJ2IiIjINow1+CPeLZBsPalJRES6g58NzWJ8eoBnYyksKq/GAdJ8DpujLuk+w2F90zhjUAYDQ/o4Lj2L4ifv6N1BREREpAFOTAski4hI60zKTeW4vP6d3QyRDqf4yRtK1omIiIhsw1iDL+LRmiu9vGdYREREegfFT95Rsk5ERERkWxYc16Oe4d4caYqISKMqI/DGEvh8LVgL6SEoD4MxkBaAiki83G6DYfIoSNFeFNLVKX7yjJJ1IiKSlJhrcQwYY+o8FumJDOD3qmfYk1pERKQnWbYRfv08bKxovuxr38B9H8Efp8Dw3PZvm0hrKX7yjpJ1IiLSqJhreelLeHulZU0JBHwQ8lvKwvHe3QN2sJyyFwzK7u1/TqXHsQYT8+h13ct3MxMRkboiMbjixeQSdTU2lMevmTMdfG0YuFRSYdlUAX0zIDNFf5/EY4qfPKNkXScoKCigsLCwzrFwOEwwGOykFomI1BdzLbe9Bh9+D8HM+LFILP4FUBWBl7+CeUvhzydZhvfp3X9QpWcxFgJhr9ZcAWstzz33XL1z+fn5jBs3zpP79HSKn0Skp3h3GRSUtfy6tZvhveUwafuWX7t6k+Xvb1ve/y4+5dZnYNIOlnP3N/TLVAwn3lD85B0l6zrB7NmzmTVrVr3j/ftrtyAR6Tre/iaeqGtOaRXc+Rb84bj2bpFIB7Lgi3jVMwzRaJTp06fXOzVp0iRefvllb+7Twyl+EpGeYuH6Nly7ruXJuvWbLb942FJSufVYzMLbi2HRWstfZkBumhJ24gHFT55Rsq4TzJw5k6lTp9Y5Nm3aNPUMi0iX8srC5Mt+sgIKSi156pmVHsTEvKvL7/czZ86cesfz8/O9u0kPp/hJRHqKQEsGHkVdfJUxTLULwHv/c9hrkI/dtnNYtdFl3qIYVdXQN8tQXmWprIY+GfEZEBXh+OPXFhtKKhueO1uwGZ782PLT/RTDiTcUP3lDybpOkJeXR15eXp1joVAIx/Fo1xQREQ9sbOH0jI1lkJfZPm0R6WjGghPxZhsyY+ObsUyZMsWT+norxU8i0lNM2g4e+bT5cibi4iuJYIhvjGmANRtcLpsTY6dhhq9WuM3WYQHSg/FHjWwM9t9F8NP9km6+SKMUP3lH0Y2IiDSofwsTb/0y2qcdIp3CgnG9+cKbmFVERHqIsQNg4ohmClmLrzSS+NZscy6ZRN3Wi02jiTqAsqrkqxJpkuInz2hknYiINOiwnWD+l8mV/cEI6K8psNLDmEgLPgiJiIgkyRi45mC44x147RtwG0hKmIiNJyy2ZVuRwXBtPNvXQMLOAMP7trxKkcYofvKGknUiItKgH42GvUfCe981XS4nFc47AL5bE2Xx8giBAAzu62P5+hh+Hwzp72PFuhiOAxNGB+mf680OUSLtylrvgs3WfLASEZEeLTUAlx0IZ/8QvloHPgdG5MKyjYCBVWst97/R9vsYwEZiEGr4o78FjtpVHa7iEcVPnlGyTkREGuQYw0UHwbjB8M4qWLERQoF4rFcahrQgTB4Dh45x+cvDm/nft5Fm6zQGDv5BChccn0kw0PrA0FrLkhURSspiDM4LMKS//pyJxywQ8yrY9KYaEZHuZuX6CBs2xeif68PnGNZtjNIn20dK0LBmQ5TsDIfMNIdVBVEy0x1yMx1Wro+SluIwelgAx+n5SaR+6bB/rbXyh+XE//+Bh4v0E4mBz4DftzUBYuL/+fE4OHS8h/eS3k3xk2f06UZEpAnVEctr75fx2vvlbNocJRQwuEB1tUso6ACGcHWMYNDBMYaqapeA3+BzDOFqS3amw4E/SOewfTJICXW/ZUJ9juGwneD0yQ0Hy9GY5YLbivl+bXIRpbXw6odVuC5cckpWq9q0YFEVdz1ezKqCaOLYbmNC/GJ6LoP66c+aeMRaiESbL5dsXSIivcjSVdX85dFiFi2rbnUdA/v6+Omx2fxoQpqHLes+9hjpkJsOxeVtz1kYwFZFwe/GE3YmvjbxeT922HtUvINWxBOKnzyjTzUiIo2oCrtc+dcCvloabqSE28jjrdZthMXfV/Pa+2X84aKBZKR1v4RdU+Z/EU46UVfDWsvrH1VyyiFpDN6SXFu/McKHn5cTiVoG9w9QWBylOmIZ2C9AcWmUyqr440Xfh3nizcp6f7s/Wxzmkj9v4M7L8sjJ1DRb8YZxteaKiEhLrd4Q5ZI/b6Ciqm0ftNdvjHHjP4u45qeGSbuletS67sPvM1x0pJ/rH4/WiXuMMfHkXQsTGQYg6mKiLgE/zDohxPD+StKJ9xQ/eUPJOhGRRjz0UkkTibqW+XZlhHuf2cSF03vWCr4fLkq+x9xGqqGqEmJRLHDFLWWcc2J/Pl5YyUvvbE4u5gwEwTgNLpBcWBzj+XfKOfWI1o3YE6lDPcMiIq3y6Kub25yog/hoMgPc+0wJ++6agumFo7/2HuPjj6cbHn43yoKlFguMHGA4fqKPb9e6PP1BrMHNKZqSlQaXHx9keP+e1YEsXYTiJ88oWSci0oBYzPLiu2We1vn6B+Wcc1xut5wO25hYLLk/ojZcBZXldY6tK6jm+rvWgtOCn4fT9Ki5dz6rULJOvBPzcsEgEZGea+36MMWlEQb2D/H2gkrP6rXER+otWxNh5JCgZ/V2J+OHO9x0SpBIzOK6ENqy5u9Bu8Bxe1vmfx2jqtoyIMewudJSGYb+2YaKsKW8CvpnGaoils0VMLiPw8QxDkF/70t8SgdS/OQJJetERBpQWuFSWuHtEO5wtWVjSYwheT0nWTd+ZJA3P2l69KG1br1EXUKLesmbL1sV7t09cOIhayHS/KYpSdclItKDVFe7fPplCYuXljNvQTHLVlRtPZk7wPNRcJX6+07AZ2CbPsv+WYZj9tJHeulCFD95Rv+yRUS2KC+P8v7HGymviNKvbwjH0OKpBU0xQGYPW7Nu8u4hHni5jOKyJn5Q1Y1NlTUtTNbZWjuYNXzd6OG9s9dd2oG12CqPRof08mBTRHqWV9/ewN/mLGdzWTQx4r1Oci4Wxfr8niXs/D4YNiDgSV0i0s4UP3lGyToR6dViMZevvynh1TfX8frbG6iObB1NZ7L7Y1IzPLvXD8ankpXRszY/SEtxuOncHK75ewlFpY2MRLSNHG9NDB+Lgr/xgP2Y/b37fUkvZy24Hk3j6OXBpoj0HHPf38gf71oa/2bLMhb1knJV5ZiMHKy1niTsfrxXGlnpPauzU6THUvzkGSXrOkFBQQGFhYV1joXDYYJBjQgR6Uj/fWs1s/+1mA2bIjj+UPwPQq2g0pZtglAqppl10pKRGjKcfWxOm+vpivKHBPjXVX155/Mqvl4eJeCzpKc6lJS5OD4oLLC8+34DPWzW1vuZNysWjZf3+bfWYQwGOPf4bHYeFfLkOYlgLbbamw1msBZrLc8991y9U/n5+YwbN86b+/Rwip9EOpe1lvseXYlhy+YPppEEWnUVtqock5KeuK61SbudRgY59/icVl0rIp1A8ZNnlKzrBLNnz2bWrFn1jvfv378TWiPSO/33rdX87pb/YQATSGk4kIxFsRvXQGYfCKVhjMEQTw7VzjFZGx8kZmpNm3UccN348b3Gp3LWsTlsN7jnfqAMBQ0/3jOVH+9Z/1y4OoPPPi+mvNJtoIOsZq+3FohG4gvX+nw4juHgiZmc8ONMhg/UFBnxkgXXo93MsESjUaZPn17vzKRJk3j55Zc9uk/PpvhJpHOtXR9m5Zqq5gsCVJRiq6sglAqOD8dYfjghh+qIxe83OAbCEUvAb/A58cd+H/h9hqqwJS3VYf/dU9lnl1R8Pm2GINJ9KH7yipJ1nWDmzJlMnTq1zrFp06apZ1ikg8Riln/cvxhjwGJwGusZhnjCrrggnqBzfGw3JMTtv9+DzWUxsrdMaS0pi5GV4cNxoHhzjMx0HwG/oagkSnqaQ2Zaz5r62lKhoMOlPx3M9Xeuqrc5lMFlh+1SWfx9C3vgrEtmCK7+2SB22zHNu8aK1LA2/kHTo7r8fj9z5sypdyo/P9+be/QCip9EOlckWndZC7ulB67RUXPRSPwLGLdjBr85t1+7tk9EugDFT55Rsq4T5OXlkZeXV+dYKBTCcbQWg0hHWPJtCQUbtvwRSbaz1tp44s4NkpbikJay9d9raq3HA/vVfqyRXjUm7pbJ7Vdvx5OvFLHgy3KshQnj0jjhsL6M2T6VJcureO+zciJRS58cH2XlLuFqS98cH+UVLlXVlj7ZDpVVlsqwZcTgID/aI4OUkN43pZ1YFyJeBZsuxhimTJniTX29lOInkc41aEAKWRn++MYSANZikvz3d/Qhec0XEpHuT/GTZ5SsE5Fep7Kq1tDsLWshQBM9w7WMH5fdXs3q8UaPSOXyc4Y0ci6F0SNSOrhFIk2zsUhnN0FEpMsIBhyOPXwgcx5fFT9g3S3Lgjhb1wRpoBd06mF57PfD3A5tq4h0HsVP3lCyTkR6ne1GZOLzGWKxeJLOxiI4/qanURkDPscw9cihHdFEEels1sVGGtgYpZV1iYj0BKdMHcLa9VW8NnfLZi+ui8Xi+BwGDwzRt08I61qiUcvAvBCHT+7HruMyPdkVVkS6AcVPnlGyTkR6ndycEAfuN5jX3lwdP+BGsTEH42v8LTEUdLji4nGMGJbeQa0Ukc5krfWsZ9jW31lFRKRb8vkMvz5/FMccOpA35xdSWhZj+JBUDjmgP7nZWv5DpLdT/OQdJetEpFe64GfjWL22nIVfFwNgY9VYN4Lj97PX7v0Zt2MO4bBLZVWMoUPSOGi/PDLSFYSK9BrWYqsrPKtLRKQnGTMqgzGjMjq7GSLS1Sh+8oySdSLSK2WkB/jT7ycy7/31vP3uWiorY4zKz+Kow4YzIC+1s5snIp3OYt1qz+oSERER6fkUP3lFyToR6bX8fof9Jw1i/0mDOrspItLVWBdbXe5ZXSIiIiI9nuInzyhZJyIiIrIN68aIVW7yrC4RERGRnk7xk3eUrBMRERGpx2LdsGd1iYiIiPR8ip+8YsrKynr3T6CLGDhwIJFIhPz8/M5uinQjsVi8t8Hn83VyS6Sn0mtM2ltXfI0tXLgQYxxSAjme1FcVKSYQ8FNUVORJfbKV4idpja74viM9i15j0t664mtM8ZO3NLKui0hLS6OiogLXbfu87FgsxqZNm8jNze3wf7ydde/e+JwBli1bBsDIkSM79L698efdG58z6DWm11j766qvMWtdYpR5cq9AwE9OTo4ndUldip+67731vqPfc0++t15jeo21t676GlP85B2NrOuBFi5cyF577cWHH37IuHHjesW9e+NzBthzzz0B+Pjjjzv0vr3x590bnzPoNabXWPvrja8x6Zp667/B3vie1xvfd3rj71mvsd7x8+6Nzxl652ust3E6uwEiIiIiIiIiIiISp2SdiIiIiIiIiIhIF6FknYiIiIiIiIiISBehZJ2IiIiIiIiIiEgXoWRdD9SvXz+uuOIK+vXr12vu3Rufc2fqjT/v3vicO1Nv/Hn3xufcmXrjc5am9dZ/g73xPa+z6PfcsfQa6x337o3PuTP1xufcWbQbrEg31lm7AEnvodeYtDe9xkSko+l9R9qbXmPS3vQa6/k0sk5ERERERERERKSLULJORERERERERESki1CyTkREREREREREpIvQmnUiIiIiIiIiIiJdhEbWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiIiIiIiIiIh0EUrWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiIiIiIiIiIh0EUrWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiIiIiIiIiIh0EUrWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiIiIiIiIiIh0EUrWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiIiIiIiIiIh0EUrWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiIiIiIiIiIh0EUrWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiIiIiIiIiIh0EUrWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiIiIiIiIiIh0EUrWiYiIiIiIiIiIdBFK1omIiIiIiIiIiHQRStaJiPRwJSUlrFq1iurq6hZd57ou69evp6ioqFX3LSoqYv369biu26rrG2OtZcOGDRQUFGCt9bRuERER6T26Y4xUXl7O6tWrW9zmZJSUlLBmzRqi0ajndYtIyyhZJyLSA5WWlnLttdcyatQohgwZwo477sjgwYOZPn06ixcvbvLa5cuXc9ZZZzFgwADy8/MZPnw422+/PVdffTXl5eVNXltRUcG1117LyJEjGT58OPn5+QwYMIAzzzyT5cuXt+k5bdy4kQsvvJChQ4ey/fbbM3LkSIYOHcqFF15IYWFhm+oWERGR3qG7xkj33nsve+65JwMGDGDMmDH07duXI444grfffrtFz39b0WiUW2+9lZ122okhQ4awww470K9fP0466SQ+//zzNtUtIq1nysrKNCxBRKQHWb16NUcccQRLly5t8Hx6ejrPPPMMEydOrHfus88+48gjj6SkpKTBa8eNG8drr71GdnZ2vXMlJSUcfPDBLFy4sMFrs7Ozef7555kwYUILnk3cypUrOeigg1izZk2D5wcPHszrr7/O8OHDW1y3iIiI9A7dNUY655xzeOihhxo85zgOf/7znznrrLMaPN+USCTC1KlTeeuttxo8HwqFePDBBznssMNaXLeItI1G1omI9CDRaJSTTz6ZpUuXkpeXx7333suqVatYvnw599xzDzk5OZSXl3PmmWdSWVlZ59qqqipOOeUUSkpKyM7O5t5772Xt2rUsXbqUK6+8EmMMCxcu5IILLmjw3j//+c9ZuHAhxhguv/xyli5dytq1a7n33nvJycmhpKSEU045pd59k3H66aezZs0agsEgt9xyCytXrmTFihXceuuthEIh1qxZw+mnn96qn5mIiIj0fN01Rpo9e3YiUXf00UezYMECNmzYwCuvvMJOO+2E67r86le/4osvvmjxz+T6669PJOrOPvtsFi5cyPr16/nPf/7D0KFDCYfDnH322axbt67FdYtI22hknYhID/Kvf/2Ln//856SlpTF37lx23HHHOudffvllTjjhBAD+/ve/c8oppyTO3XXXXfz6178G4Nlnn+XAAw+sc+3111/PzTffjDGG9957j/HjxyfOffHFF+yzzz5Ya7nkkkv4zW9+U+faN998kylTpgBwyy238LOf/Szp5/TCCy8wbdo0AP7yl79w5pln1jl///33c/755wPw+OOPc/jhhyddt4iIiPQO3TFGCofD7LTTTqxbt469996bV155BcfZOt6moKCAPffck6KiIo455hgefPDBpH8e69evZ/z48VRWVnLSSSdx77331jm/aNEi9t13X6qrq7nwwgv53e9+l3TdItJ2GlknItKD3HnnnQDMnDmzXhAKcNhhh3HwwQez88478/3339c598gjjwCw99571wtCAS6++GLS0tKw1vLYY4/Vu9ZaS1paGr/85S/rXTt58mT23ntvAB599NEWPaeHH34YgGHDhvGTn/yk3vnTTz89Mf215jmIiIiI1NYdY6Q333wzMartyiuvrJOoA8jLy+OnP/0pAC+++CKlpaWNPv9tPf3004mRfFdeeWW982PHjuW4445LtEubeol0LCXrRHqoTz75hJkzZzJ27Fj69u3L6NGjOeKII3j00UeJRCL1yp9yyilkZGQwbty4BhfIdV2XAw88kIyMDA4++ODE7lU33XQTGRkZid7Gl19+mWOOOYYRI0bQr18/JkyYwGWXXdbs8PmPPvqIs88+mx133JG+ffsydOhQDjjgAG699dYmF+wtKiri+uuvZ5999mHAgAHk5uayww47cNppp/HBBx80eE1GRgYZGRnMnTu30XoPO+wwMjIyuOmmm+ocP/fcc8nIyEgEfLNnz2bChAlkZWXVqy8Wi/Gvf/2Lww8/nOHDhyd+Hueee26TC/bW3DsjI6NFmzIsXbqUr7/+GiAxEq0hTz31FO+9916dwKyoqIhPP/0UING7u63MzEwOOOAAAP773//WOVfz/f77709WVlaD1x999NEALFiwgE2bNiXxjOI7v9ZMzzjiiCPqBakAxhiOOOIIIB7UioiINEUxkmKkxnS1GKnm2qysLPbff/8mr41EIk3+3rb1xhtvAPG19kaNGtVgmZrnu379er766quk6xaRtlOyTqQH+t3vfsf+++/Pww8/zMqVKwmHw6xdu5a5c+dy9tlnc+ihh9bbPfNPf/oTubm5rFixguuvv75enX/729/48MMPSU1N5e67724waXLddddxwgkn8N///peNGzdSVVXFkiVLuPPOO9ljjz14//33G2zvTTfdxIEHHsijjz7KqlWrCIfDFBcX8/HHH3Pdddfxgx/8gG+++abedQsXLuQHP/gBN998M59//jnl5eVEIhHWrFnDU089xcEHH9yi6QAtdckll3DxxRezZMmSRGBeo7CwkIMOOoif//znvPPOOxQVFSV+Hg8++CD77LMPv//97z1tz3vvvQdAWloaO++8c4uuXbRoUaLHdPfdd2+0XM25xYsXJ55zLBZL/H6SudZ13QZ/nw1ZvXo1xcXFAOyxxx6Nlqs5V1RUpHVVRESkUYqRFCN1pxipZkOK3XbbrcHXFcDOO+9MMBhMtDVZNXUnE1/VLi8iHUPJOpEeZvbs2fzud7/DWstBBx3EY489xkcffcQrr7zCueeei+M4fPjhhxx77LF1gqcBAwYkAqO7776bTz75JHFu1apVieD0uuuua7D37aWXXuLWW29l8ODB/PWvf+X999/n9ddf58ILLyQQCFBSUsKJJ57I+vXr61x33333MWvWLKy17LTTTtx777188MEH/Pe//+UXv/gFwWCQFStWcPzxx1NWVlbn2rPPPpv169eTnp7Otddey3//+1/ef/997r33XvLz83Fdl0suuaTRXbva4rHHHuOee+7hoIMO4l//+hfz58/nBz/4ARAPzE4++WQ+/vhjUlJSuOSSS3j99df56KOPeOCBBxLlW3sv2wAAjQVJREFUbrzxxkTvc239+vVj8ODBDB48GL/fn3SbFi9eDMCIESMwxvDkk09yxBFHMHz4cPr27cuuu+7KpZde2uCOqt99913i8YgRIxq9R81006qqqkQ9K1eupLq6Oulrt71fU2rv1tbUTq/Dhg1r8BoREZEaipEUI3W3GKnmcVPX+nw+Bg8eXO/apkSjUVasWFHv3tuq/XNOtm4R8Uby73Ai0uUVFxdzzTXXAHDqqadyzz331Dm/7777sv/++zNjxgw+++wz7rvvvjrbvM+YMYMnnniC1157jfPPP5933nkHv9/PxRdfTGlpKXvvvTfnnXdeg/detmwZAwcO5K233koEDAATJ05kn332Yfr06WzatIk//OEP3HbbbQBUVlZy7bXXArDnnnvy4osvkpaWlrj2hz/8IT/84Q+ZPn06y5Yt4+677+bSSy8FYMmSJYldr2677TZmzJiRuG78+PGMGjWK/fbbj9LSUubPn+/5pgMLFizgrLPO4o477qh37oEHHuD999/HcRwef/xxJk+enDg3duxYpkyZwhlnnMHTTz/NTTfdxLRp0+jXr1+izL///e9WtWnlypVAfCrGeeedx5w5c+qcX7p0KXfffTcPP/wwjzzyCJMmTUqcqx2s9+nTp9F75ObmJh4XFxczdOjQVl2b7DTY1rZLRESkNsVIcYqRuleMVHN9U9fWXP/9998nHV+VlpYSi8WardtxHLKysigqKlJ8JdLBNLJOpAd59NFHKSsrIzc3l1tuuaXBMkcffTTHHnsssHXh/truuOMOMjMz+eKLL7jjjjt44okneOmll0hNTeWuu+5qdAg+wG9+85s6QWiNo446iuOPPz7Rxprg4IUXXqCoqAiIB5O1g9AaU6ZMSaxHVrNtPVBnAd0xY8bUu27XXXflnnvu4Z577mnwfFsFg0F++9vfNniuZjet008/vU4QWsPv93PHHXcQCoXYvHkzL7zwgidtqulVX7BgAXPmzGHHHXfk73//Ox988AFz587lqquuIi0tjeLiYqZPn87q1asT11ZUVCQep6SkNHqP2udq1smpfW0oFGr02tTU1Abv15SahY+ba1ftuptav0dERHonxUhbKUbqPjFSzeOmrq19b6/jq9ptU3wl0rGUrBPpQd59910gvlNVRkZGo+X2228/gAYX8B02bFgiwJo1axaXXHIJANdeey2jR49utM5AIJDYMaohNb26JSUlifU0atZn2W677Zpcx6Om3iVLlrBx40YARo8ejc/nA+Dyyy9nyZIlda7x+XyceuqpnHrqqYwcObLRultrt912q9MLWqO0tJTPPvsMgIMPPrjR6/v06ZNYM6WmfFvVBF6xWIw99tiDt99+m1NOOYWddtqJ3XffnSuuuIJHH30Ux3HYtGlTnQ8rxpjE46Z2+6o9LaimXO1rm1LzAaS5e9SWbLtq1y0iIrItxUhbKUbqPjFSzfXNxU019/Y6vqrdNu0GK9KxlKwT6UFq1pJ48cUXEztlNfR18cUXA/EesobWKpk5cyb77LMPlZWVFBYWMnHiRM4///wm7z169OgGe31r7LLLLonHNWtkrFq1CohPe2jKjjvumHhcc01mZia/+tWvgHhAO2HCBCZNmsRVV13F888/n+iNbi9Dhw5t8Pjy5csTAdOMGTOa/D18/PHHAKxdu9aTNtXudZ01axbp6en1ykyePDkRID/33HOJ47V/d7V7W7dVVVWVeFxTf+37JHttU6+V2pJtVzgcbnHdIiLSeyhGUoxUozvFSDXX1z7f1PVex1ewNcZq6GcmIu1HyTqRHmTbxYWT0dBweWMMp556auL7Qw45pMmpHQDZ2dlJn6+ZnlHT3ub++GdmZiYeb968OfH42muv5e67704Eqp999hm33347J598Mttttx1HHHFEYlt6r9WerlBb7aknyUp2ykJzakYKpKWlMXHixEbL1azDsm7dusQHkb59+ybOb9iwodFra5+r6TWvvdZJstc2t/ZKQ+Va2i4REZEaipEUI0H3i5FqHjd1be3zycZXmZmZBAKBZuuORCKJteoUX4l0LG0wIdKD1ARHZ5xxRqJnuDn9+/evd6y4uJgbbrgh8f2tt97KtGnTmtyJqrleudoBWk1vXk0A2twaGLUDtW2D1tNOO43TTjuNxYsXM3fuXObNm8e8efNYu3Ytc+fOZe7cudxzzz11AutkNNeD2ZjaPZVPPfVUUtNLvBoJVrObV0ZGRpMfHGoHW5WVlWRnZ5Ofn5849v333zfa7uXLl/8/e/cdH0Wd/3H89Z1t6QkJCb0GpAgodhR7V1BREbHc2Tg9z3aWE8thRc9ynuXUs/48PcudXeyiKIIIKjZAelNaIBDSs21+fyxZCCmkTJJN9v38PfK7zcx3vvOdddj95DPfAkTutW7dugGRlcKSkpIoLS1lxYoVtZ63srcAUOV8ddm5XbWpbBdQ40p8IiIS3xQjKUaCthcj5ebmsnz58jpjoPLy8uhKwvWNryzLok+fPixevLjOulevXh0d/lrfukXEGUrWibQj3bp1Y968eZSUlDTpC/Uvf/kL69atY4899qC8vJxFixZx5ZVX8tZbb9V6zNKlSwmFQtE5UnY2b968Ku2E7cMkFi5cWGd7Kudv2fHYnQ0YMIABAwYwYcIEbNvmq6++4vLLL2fx4sXcfPPNDQ5E6wqo6rLj5NGWZbVoYFM5VGbLli2Ul5fXOmFwXl5etH2VQemgQYPweDwEAgG++eYbjjjiiBqP/e677wDYfffdo/OdGGMYMmQIc+bMiQ5bqUnlPrfbXWXYTl06depEp06d2LBhA99++y3nn39+nXVnZ2fTqVOnetUtIiLxQzGSYiRoezHSsGHD+OSTT/jxxx8JBALR3nA7+uGHH6LzylXO9Vcfw4YNY/HixXW2q/KaGlq3iDSdhsGKtCOV3fo/++yzOp963n777YwaNYpbbrml2r6PPvqIl156CZfLxT//+U8efvhhjDFMnTq1xpXRKhUXF/Pxxx/Xur/y2OTk5OiX/f777w9Egr66JhB+/fXXgcgky5WJmCeeeILDDz88umrbjowxHHTQQfz1r38FYNOmTTV28d+0aVON55s+fXp0kuaGys7Ojvbsev/992stV1BQwCmnnMKoUaOYPn16o861syOOOAJjDIFAgA8//LDWch999BEQCdIq53BJSUlhxIgRQORpd03y8/OjE3Qfe+yxVfZVzvEyY8aMaKC7s7fffhuAAw88kLS0tPpeFscccwwA7777Ln6/v9r+YDAYfa+PO+64etcrIiLxQzFShGKkthUjVR5bVlbGBx98UOexSUlJ0QVS6qMyvlq+fDk//vhjjWUqk9C9e/eu94NWEXGGknUi7ciZZ56Jy+UiPz+fm266qcYyX331FX//+9/5/PPPqz2B3bp1K5dffjkAl156KcOHD+eggw7i3HPPBeD666+vc16LG2+8MTqvxY4++uijaCA6duzY6FPBUaNGkZGRAcDVV19d4zCRd955h/feew/YvloaRFa9+uabb5g6dWo0ONpZZeDh8XiqzOlSOUzkjTfeqHZMUVERf/nLX2q9xvqobOdzzz3HrFmzaiwzadIkpk6dyuzZsxk8eHCTzlepS5cuHHbYYQDcdNNNNQaE//73v5k9ezZAtSfp5513HhB5wv/f//632rG33XYbfr8fr9db5b8FRK7Z4/EQDAa5/fbbqx376quvRv/YqDxPff3+978HIoHwgw8+WG3/Qw89FL3WhtYtIiLxQTFSVYqR2kaMdOCBB7LbbrsBcOedd1ZLNC9fvpxnn30WgHHjxtXaY7Amo0ePjs5xN2nSpCqr2UJkcZJ33323xnaJSPNTsk6kHenRowdXXXUVEHmqevLJJ/Puu+/yyy+/MGvWLO644w5OPfVUQqEQgwYN4ne/+12V46+//nrWrl1Lr169uPnmm6Pb77zzTjp27MjmzZu5/vrrazy3ZVksWbKEww47jJdffpkFCxYwe/Zsbr75ZsaPH49t23To0KFKgJyUlMSkSZMAmDNnDkcccQSvvvpq9Nibbropmqjp06cPl112WfTY448/Hrc7MpL/3HPP5dFHH2XOnDn88ssvTJs2jSuuuIK///3vAIwZM6ZK8HLggQcCkaeFF154IV988QULFizgf//7H4cffjgLFy6MPkFtjEsvvZTc3FwqKioYPXo0kyZNYtasWSxYsIAPPviAsWPHRgOra6+9lo4dO1Y5/pxzzmG33XZjt912Y82aNQ069+23347H42HVqlUcdthhPP/889H389prr43+oTF8+PBqQ0pPP/109tprLwD++Mc/cv/99/PTTz8xa9Ys/vCHP0TbfMkll0TnfqnUs2dPLr74YiASgF988cXMnj2bH3/8kXvuuSe6b++99+b000+v1u66rvmAAw5g9OjRANxxxx3cdNNNfP/993z77bdMnDiRW2+9FYCTTz452hNBRERkR4qRFCO1xRjJsqxogm/BggWceOKJfPLJJ8ybN4///Oc/HHfccZSUlJCRkVHj/ffII49E36+dE7CpqalMnDgRgE8//ZQzzjiD6dOn8/PPP/P4449z2mmnEQ6H6dmzJ5dcckmD3msRaTpTXFxst3YjRMQ5wWCQK664gueff77WMoMGDeKNN96gR48e0W0ff/wxp556KhDp4l/Z7b7Syy+/zIQJE4DI09bKrvOTJ0/m7rvv5qCDDmLgwIE888wzNZ4zPT2dV199NRoE7uiWW26JBo016dWrF2+++Wb0yWKlhx56qNan45X2339/Xn311SqrY82bN49jjjmmyqppldxuN4888ghLlizhgQce4IYbbqhyjosvvpgXX3yRs88+myeeeKLW8y5btowxY8awfPnyWstccskl3HvvvdUmOj7uuOOiT8Lnz59f56TVNXnllVe49NJLaxwyCrDnnnvy2muv0blz52r7fvvtN0488USWLVtW47EnnHACL730UvSPgB0FAgHGjx9f6/CSfv368d5779U4p86urrmwsJDRo0dXmTtlR/vssw/vvPNOg4bXiohIfFGMVJVipOpiMUYCuO+++7j99tujiz3sKDU1lZdeeonDDz+82r7KexCodTGRK664Ipps3FlOTg7vvPMOQ4YMqXG/iDQf9awTaWfcbjePPfYYb7/9NieffDJdunTB4/GQlpbGAQccwD333MOMGTOqBKE7Du0444wzqgWhAOPHj48GAVdeeSXFxcVV9htjeOihh/jf//7HkUceSYcOHfD5fOTm5nLppZfy3Xff1RiEQmTowNSpUznjjDPo3r07Xq+X9PR09t57b2677TbmzJlTLQitbMfHH3/MGWecQa9evfD5fLjdbnJycjjmmGN44okn+Pjjj6stYz9kyBBmzJjB2WefTZcuXaLHjBo1io8//jg6pKUpcnNz+frrr5k8eTL77bcfGRkZeDweunTpwpgxY3j//fe5//7761yRrLHOPPNMZs6cye9///vo+5Kens6IESN44IEHmDZtWo1BKEQmtJ4xYwY33HADAwcOJCkpiYyMDEaMGMFjjz3Gf//73xqDUIgMpXn11Vd59NFHOeCAA8jIyCApKYlBgwZxww03MGPGjFqD0F1JS0tj6tSp3H333ey5556kpqaSmprKnnvuyd/+9jc++eQTJepERKROipEUI7XVGOm6667j3Xff5cQTTyQnJwefz0fPnj05//zz+eqrr2pM1NXXww8/zIsvvsjhhx9OZmYmCQkJ5ObmcsUVV/D1118rUSfSStSzTkSapPKJ3ciRI+ucsFdEREQknihGEhGRxlLPOhERERERERERkRihZJ2IiIiIiIiIiEiMULJOREREREREREQkRihZJyIiIiIiIiIiEiOUrBMREREREREREYkRWg1WREREREREREQkRqhnnYiIiIiIiIiISIxQsk5ERERERERERCRGKFknIiIiIiIiIiISI5SsExERERERERERiRFK1omIiIiIiIiIiMQId2s3QCL69u1LaWkp3bt3b+2miIiIxLWFCxcC4PV6HaszIyOD5cuXO1afRCh+EhERiQ2Kn5ylZF2MKC0tJRAIYFnq7Cj1FwqFAHC5XK3cEmmvdI9Jc4vleyzN73eknk1AQUGBI3VJVYqfpDFi+XNH2gfdY9LcYvkeU/zkDCXrYkT37t2xLIv58+e3dlOkDcnLywMgJyenlVsi7ZXuMWlusXiPWZZFlm3zB7czAfCTwRCFjtQkO1P8JI0Ri5870r7oHpPmFov3mOInZ+kxZAOEw2Fyc3M5++yzW7spIiIiIgAEg0HS0tLo379/azdFREREpE2I9fhJyboG+Oijj9iwYUNrN0NEREQk6m9/+xvhcLi1myEiItJurZ41ixfHns5tGencmp7GC6eOYdXMma3dLGmCWI+fNAy2npYtW8b111/f2s0QERERiZo2bRr3339/azdDRESk3Zr3+uu8cvZZ2NvmiQNYOGUKC6dMocf++zPghBPwpaZijEXPESPoOGAAwfJykrKyMMa0YsulNm0hflKyrg4//PADL774It999x3ffvttTGddRUREJD7897//5cEHH2T58uWUlJS0dnNERETarYriYt74wwTsWnIBv86eza+zZ9e4L6N3bw687HJGXH65FkKKAW0tflKyrg4zZ87k8ccfb+1miIiIOCp/2TJWzZyJ5XbT78gjSenUqbWbJA3w5ptv8vPPP7d2M0REWkVFURHrfvwBy+Wm48CB5M2fjzGG7N13Z+OCBdjhMJ12352NCxcSDgXJGbw7+UuWEPRXkDNoMFtWriRQWkL2wEEUrllDRVEh2QMG6rtQarTgzTepKGzcMgcFK1fy/rXX8Mktk+jQuzehigpCgQDe5GRCgQAhvx9PUhJ2KEygohxvYiLY4C8vw5OQgDEGf2lp5LXLhb+kBI/Ph+XxsHlrIZbHQ0ZyEv7iYtw+Hwnp6YSDQYzbjSchEX9pCcYYvElJ+EtKMJZFQocOhCoqcPt89DvqaPY+7zwSO3Rw+F2LTW0tflKyrg5nnnkmhx12WPT3p556iqeffrr1GiQiItIE5Vu38saEi5j/5pvbtthYlkWHnj3IGbw7uUceRa+RI/EmJZPZrx+WW2FCLLrzzjs566yzor/fcccd/PLLL63YIhGR5hf0+/nk5puY/eSTBCp7xRgDtl3363qw3G4GjR7N4TfdRPbAQbh9PodbL23VltWrmlxHoKSEPIdXLS/Zdn/7mzDMdsnHHzPjgb9zwcefkDNokFNNi1ltLX5SFF6HrKwssrKyor9nZ2e3YmtEREQaz7ZtXhx7OsunTavcggswdpiClasoXLWKZR+8T2XMl5CaSnJ2NsnZ2fQ48CD2+sMf6dC3b2s1X3bQr18/+vXrF/39sccea8XWiIi0jDcuvJAfX3m56sYdE3K1vd4Fg40VCrDkrTdY+vYbeFNTGX7+hRx+y214U1Ka2Gpp69K7dW/tJjSrovXreWnsWK746ad2P1S3rcVPStaJiIjEgZUzvqyWqKtkmchP5d82LiBYXERBURFbVyxn/ZzZzH3kQToN24P0Xr0JlpcTDgbwpqQQ9PsJB/x4klIIB/yEAn48icmEwyFCFeV4EpOxwyFC/gpcvgQAQhXluLwJGMuwqaAAl9dLh6RkAmWlJHXsSPeDDyMxM5OEDh1I6dqN/AXz8aamktarN5vmz8OTlETn/Q6gLG8DLq+X1B49NYGziEg7tmbu3OqJOgcYbDzbvj4qv0b8RUXMfvhB1n4zh3M/mqpednFu91NPZcpVVxIoLW1QErgt2bhoIcunfUa/I49q7abIDpSsa2b77LNPvcotX76cPn36kJeX18wtkvZk48aNrd0EiTHhYJC87+cSKC0hc8BAkjt3aVJ9usfaj9n/+190yITBxlWZ27LBVP6vAVflCKJtu91sS+SFQhT/MBfzw1xH21XZpuQdkm3fvPJSHUdEyls7ZBezBg5mnz9fR59jT3C0bU7y+/1kZmbWq+zmzZubuTWxT/GTNCd9t7U9M57/d/T7wkkeY1Ox7fuPnar/5auZfPGvxxg6/uwG16t7rH05ePJdTLnqyphK1pU63JYFM2aQNnSYo3U6IZ7jJyXrRERaQVn+Jpa+9gobf/oeYyxcSUkEi4vAuPAkJxEoKQYMnuRkAiUl2Nh4k1MIbnvtSU4hWFKKbYfwpKQSLCuj8NfVFCxdSqCkCABjLHofdyIH3nkvifX8kpP2KxQMRl/v2AfNsL03ATu9dm/rcbfz9tYWydPZ0evIX/QLH118Poff/wgDTj+jVdsmIjULh0IULl9KOBQirXdfitf8StjvJ7V3X0rXryVUVk5q7z54kpJau6kSg/wlpc1Qq133d5sxLHjzjUYl66R9GTp2LKmdOzHr0UdZMX16azenWXiTNeQ71ihZ18y+/fbbepXbZ599sCyLnJycZm6RtEe6b9qWNdOn8fGZpxAoLnKszrAdediXACSY7V2mNn34Ll+t/Y0zps3C1YRhHLrH2r5hRx7Fgm2LJBmI9qwz7JCQ22E7gLcFpy5JqVc20MZVWznLYt7dtzHiwgkxOWTJ6/W2uye+zUnxU/vyy7+fZu59kyn+NTJRu7Es7HA4stOyYNtrT2oag8//A/vefEeTvrPqS/dN2zFoxAgWPvd/jtZpAO8uvno8hYVNuk90j7UfOaedzn6nnU4wEGDaHXcw8+GHti900oqSHXiaarndjDz3XFJi8H6N5/hJyToRkRZUlr+J9888ZVvPOWfYdt298jf99ANL3vgfA8ef69g5pe0ZfPLJdOjdmy0rV1YZ6VPbrRNDHemi6myTbVO+OZ/Vn31C3+NHNf1cBnyWM0NMYqlXokhz2rp0Mb88+QjrZ07HuFx0O/JYbMvN3PsnV/mHEE3UQTRRBxAqKmT+I/ez9MVnyT19PIMuvJSMAe1/hULZtWHjxvHhxImUFWxxbCiiTdXFY2uS2b+/I+eS9sPt8XD07bdzyHXXsXLmDEKBAG6vj5UzvqQ0P5/iDRv4dc4citevb+2m7tq2VZMPvvZaUjp1cqxKxU/OULJORKQFLXzxOUd71NXX0rdeV7Iuzrk8Hn7/7ns8d+IJFKxaRdi2o4tKREMqs+s/XGJduUNPXw3gc6hnYRt9K+NayZpf8edvIql7T8L+CsrzNuDNzCJ/7hxK1vxKQnYnLLeb0nVr8GV2xJ2YRMma1Xg7ZOJNTad49Qo8aen4MrMoWbUCd0oq3Y87iYSO2a19ac3mt08+4NNzTyVcURHdlv/TDwQqP2B2kWCpHHZv2+DfvJlFTz3KkmceJXuvfel+zInknnMhSV26NeMVSCzzJidzzhtv8PzJJ1FRWOhQrYbwjnO41mDvi/7g0LnEKXY4zKY5X1G+cQMpvXPJGLIHxhhs22bLj99R8usqEjt3xfIlULJqOb6OOXjTMyhathhvZhbZ+4/Ecjc9DeJLTWXAccdHf9/t2GOr7F/99ddMvfUWln36KQCWx0M4ENj+OhgE28ZyuwmHQmDbGJcLbBs7HMZYFhiDHQqBMViWFSlnDJbLBTvWte21cbki5anag7lKb2azPdhLyszk4Guv5eBrrm3y+1FJ8ZNzlKwTEWlBeXPrN7TLUcbERDd9aX3ZAwbw5/kLmP/mm6z44gvWff8dmxbMJ1heTmVcFSYyFDZst83EXeZAZ3rh7DwkuKl1Sduw5afv+X7SNeTN/Hzblsis87Yd+bfRFN94LmX3Kycy9Ppb293qxYGiIj6/cDxhv7/K9vq+Z66d5sd0W9t/3/z9N2z+/hvmPTCZAx9/gV6naF7KeNV75Ej+PH8B3z77DCtnzMAOh/EmJePfNp+vLyUFf3EJYONNSYlsD4fxpabiLy3FDoUiq5iXlxMOBvEmJ1NRXMzG776JjHjYIYkBcMBVV9P3qKNb74KlmnXTPubb6y6lZNXy6LYOe+7DwEuvYcGDd7F1wc+7rCOxa3f2mvwgPUad2pxNpecBB3DBhx9Runkz/uJiUrt0wV9SQkVhISmdOxMsK6OsoICUTp0IBwKUbt5MSk4OdjhMyaZNJHfsCMZQsnEjSVlZWG43xRs2kNihA26fjxXz5+NNTaVbr14Ur1+PLzUVy+Mhf8kSvCkppHbtSv6SJXgSEkjv1Yv8xYtxeTyk9ejBhp9+wlgWXYYPx5OQ4Oh1K35yjpJ1IiItyJPYChNn2zY5w/dq+fNKTHL7fOxx5pnsceaZAFQUF7P2u28py89n7XffsnLaZ5Rt2khFwRaChYW4W3Deul3Z1ZClnD2H02mv+q0iuiuRJ8MODeNwpBZpbgULfubTkw4lWGWaAmcSdQDhQICf778DT2oag/50jQM1tqySVStY/sITbJ3/I+6kFHIOPZqkbt3xpKSx7pvZBIoa39tpx4+ZHRN3OwoHg8y8+Bwydh9Gev+BjT6XtG2pnTtz+I03OVqnv7iYuc8+w7xXXqJsy2Y6DhjIPhf/kX7HHd/uEutt2aY5XzH9rFHRnmOVtvzwLbP+ML7eTxbL1q1h5gVjOfTl9+hy5HHN0dQqkjIzSdq20FtiRgaJGRkAuL1eEtLTI4USEvClpkaP8SYnb3/dq1f0dYcdXqd37x6tJ6Nnz+j2rsOHb3+9557R11322CP6utdBBzXhiuqm+Mk5StaJiLSgPqNPYeGLzzlapzFg7FrmHjMGy+1myAUXO3pOaT98KSn0OfQwAAafelp0ux0Os2nhLyx67b/8/H/PULIhFuZeMdjYVYO3bT0hknI6cdwz/3HuDysDLqcSlfEebbYRP9/9150SdRFOJOqijGH+Q/ew20WXtcgCCk757e3/MedP52BvW1XaAOveez36t3FpoObj6nPr77wideVQ2Gr/lG0bOxRk8TOPsu/fHmngFYjUzpuSwgFXXMkBV1zZ2k2ROvx8323Rz6Aa1Xcuw20fMD//bVKLJOvijuInxyhZJyLSgnodeyKd9x/B+tmzHK13p5EbUZbbzbHPvkh6n76Onk/aP2NZZA/enexJtzPihr+y/rtvCJWXkzV4CIUrV+AvKSZr4GCK1vyGv6iQzN0GUpq3gfItm8no1x//1q2UbswjvW8uwdJSStavI61nL+xwmKLffiWlazdcXi/Lvp9LYnYO3Xr1omDZUsKhEGtnzyL/lwVYHi/uxAT8hYVYHi+epEQqthYSDlQQKi+nZN0aXL4Eck8czbALLyHJwVXMDM6thhvnsWabECguYs3H7zb/iWybis2b2PLz93Tc54BmO03pymWse+cV/AWb8WZlY1dUECguJKlXLl1PHo8nowMVm/JY99bLlK1ZhSe9A7hcBLbk405Jw/L58OdvxNshi+QBw5hz6dnR+Y4sqifSasuRN/Te3zlxV72AIX/uNw2sVUTaukBxMRs+/8S5Cm2bzT98S+m6NZoL02GKn5yjZJ2ISAuyXC5OfO19vrjqjyx9839VVsFrCmO2DSMyhuRu3cnYbRCd9tqHIRf8gdQePXd1uEidXB4P3Q44MPp78g5JsZQuXaKvU7vVHvB2HLx79HXmbgOir3ukRIZ9pOfkkN6rNwB9jq46SXNrsAwkOhQl1TSkT2JLsLjYsc/j+gjvNIzLKbZts+iu61n5xN9rLbNo8l/odtq5/Pbqc9g7zTFXE3/Qxt7hrakpmea1oLyGY42JLBwRrOOt3XF4e33+MnP5nJ1fSURiXziw68+qxgiVlTVLvfFM8ZNzlKxrgJtuuombbnJ2jgQRiT++9HSO+b+XOHDyfWz84TvcCYmk99uNzfN/wvJ46bDbQPLn/4xxucgctDubF8zDtm2ydh/KloULCAeDZA0ZypbFiwj7K8jcfShbly0lWFZK9h57kdKte2tfoki74NQEyc3tww8/bO0mtHm+jtl4O2ThL9hc/6FUjeRJTSNzyJ7NUvfq5x6tM1EHEC4v49cXn6S+fRZCO7wdtR3hssDngooacpAWsP8tdxIOhVn9yYeEKirwJCcTLC0lHA7hTUmlbN1aSlcuBXaxsI1t02PUmHq1W0TaD29GB5J79aVk9QpnPqONwZfZkeQevXZdVhpM8ZMzlKwTEWklKV27kdJ1e0+ktJ7bA4bUHV/v0DOu6uvtZdJ69m6mVorEJwN4XM7VJbHNcrvpd97FLPjHXdX34ey8dbtNuAz3DpOHO8UOhVjxxP21z4tQ/Yh61Wtqeb2zRHekF0R5cHvNSZ06s8/t95F7xtkA7HXdzbUev/r9d/j2tokULl6IxxWpY+fzJffsQ+5Z59er3SLSckJlpZQt+wXj8ZLQoy9lKxaB5SKxV3/KVi4CILH3AMpWLYFwiKR+g7G29ZK1w2FKl/1CuLyMpL4DcSWnVKvfGMOAS65i7g1XONNg26b/hMuwPB5n6pMoxU/OUbJOREREZCfGOPdkWIsJtg27X30z+d9/U21epDoX8Wmg3LMvYNhfbnWgpurKfl1J+dpfHa/XbUHlqN2aEmiVjIEEd6SHXXjbm3XkGx+SMXhYvc7T84ST6HH8aAoWLmD1O6+x5P8ep2JTXnR/p4OPYMQjz+JJTWv8xYiIo8KBAKsfvpV1Lz5OqHjbitDGIjp2vpbX7vRMup53BYm9d2PVQ7dQvnIJAFZiMp3HXUjva+4iVFrCls/eIVRUgLdbb9IzkuhywAjWfb3TvM/G0OWI41j36Qf1bnfPU8cz+MobmnLpUgvFT85Rsk5ERERkJ3oyHH9cCQkc+vJ7/PrOq6z8338o27gBd0IidjhEOBAgIacLiV264kpOwdchE2O5qMjfiCc9A8vjpWJTHu7UNFyJSVRs3IA7ORlPShplG9bhSUml58ljSd9tULO137ibJ6x3WWCFIwm4HeeXq3VRiW1/qHU86PB6J+q2H2voMGh3OgzanaFX30jerOn4C7eSPmAw6f0HNu1CRMRRtm2z5Prz2fjuKzvtCO/ydXDrFlY/dGvklx0+TMJlJax97mG2fvkhgbWrsP0VVapOALqmG0rdKSTuvi8Ze+xD37MvJDW3P1sXLWDFy/9Hya+rcSUmYiwXwZJiXAkJGLebYHExvsxMep12Nh33P8i51eOlCsVPzlGyTkREpIWFSovZ9NrTbH7vFYJbN5OYO5jscReTcsARbHnnP2x6+3n8eWtxJSSCbRMqL8dKSMAYi3B5KZ6crmSdfC5ZJ/8Oy+Nt7ctpt1yOzWzcvHOgiXMst5tep46n16njW7spDZbQrSfJuQMpWb7I0Xn3jDEkuG0qQhAKR4YE72qhv5R+A9n7ny806byWx0PnQ45sUh0i0nyKf5pTPVFXbzt8Ru30eWUZ8K9cXOuRPo/BZ0pxrZrLwIefwdctMi1M+oDB7HnrfY1sjzhJ8ZMzlKxrBXl5eWzatKnKtoqKCrxe/cElItLeBQvyWXz+0ZQt+Tk6t5T/txVs/eI9PF16EFi3fRhboJY6/GtXUfL9V2x+7xX6Pz4FKyGxZRofR4xx8MmwifRAmDJlSrV9ubm5DB482JkTtXOKn+pmjCH3qpv56fJziPRH2MUfOfWe264yYQdh28a2IeuQY0gffgAFP30HxuBKTCJYXIQrIZHOx4yi+0njcCXqc0mkPdv43v8cr9Nl1XMFUNsmVFLIhpceped19zreDmk8xU/OUbKuFTz11FPcfffd1bZnZ2e3QmtERKQl/fb3iZFEHVT7Q3nHRF2dth1X/M0XrH/6XrpedouTTRScH8YRDAYZP756b62RI0fG/GpksSKe46fyJT9RNOMD7GAAT053gls2YvvLcXfqTqggH7u8lIQBe9LlxLEECraw+O6JhEpLaqzL16U7vc6/nJVP/B1/fl6NZWpmsAyk77kve//rv3jS0p25OBFpk6Jz1DkkwWtwWeAP1L83VcGXHylZF2MUPzlHybpWMGHCBMaMqbrs/Lhx4/RkWESknQsVF7L5vZedq9AYNr76JF0u/SvG2tXANGkQA5ZTwzgMuN1unn/++Wq7cnNznTlHHIjH+ClcXsqaSedT+Nmb9Srv6dKLng+8TrdvfiPvk3fwF2whsXsvQqUl+PM3ktQ7l46HHovldtP7givYOO19yn5bjS+7E8bjpXztr3izOuJKTKZszWqCRQWUrlhKyYoluFPT6HLymXQ9aTyWz9fMVy4isS5ptyGO1eXzGDxuQzjcsGGPduXqNxI7FD85Rsm6VpCTk0NOTk6VbT6fD0t/aImItGv+9b9Wmyy5SWybYH4e4ZIiXKnq5eIkp58MG2MYPXq0MxXGqXiMn9be9ad6J+oAAutWs/LS4+n/xny6nnpOnWUtr5dOx57SxBaKSLzKOeVcVv1jEuHy0ibPk+lxR4Y7NnTNh7T9DmvSecV5ip+c036jG5FWZgf8kS8vEZFt3BlZjtdpvD6shCTH6417254MO/ET98uZSaP4161i6wcN7YlrE9qykS3v/LtZ2iQiUsmTkcnAh17GNHihq8iXoklIwtupGy4rkpCp/HG76vGlaQzG66PzuZc1vOHSvBQ/OUY960QayLZtwpvXR74kMnKwC/LAtrEyOxMu2Ej5L99Q/M4zlM3+COwwnj67k3bGFaQcd66WCBeJc56OnUk94EiKvv7UsTozTxiH8Xgcq08iDOB28MmwSG0Cvy6h4ueZYLlw9+hPcPUiwFC2egXY4UbVWfLNNDqefaWzDRUR2UnmYSew9wfzWPfyvyic+1Xkb6LEZMKlJdiAOymZUGkJtm3jSk4hXFaCsVyk73cIncdfjCslnTWP3U7BSw9F63S5Isvj1DXC1ZWcSr+/v0hi34HNfo3SMIqfnKNkncQd219O6ZdvE1y9CCs1g8RDT8Od3W3Xx9k2JR/9h8KX/07w123LiXt8EKiIvrb95dV6gQdWLiD/noupmD+LrCsexHg1z4tIPOt+7d9YdO5hhMuqT/5u3B7sYG1rwFbnzsymy6WTnGyebGMMuN3OhImmHgtzSvwJFxeQf8/FlM2svsodQMDfuEQdoL9wRKTFJPToQ5+/3NPo43v8eTLFH75McMtGsG2Micxf53LZhENgY5Nx9Okk9h9CqKSQhN4DyDphHK7kFAevQpyi+Mk5StZJXCn/aQb5t51NeOum6LaCJ28m9cxrSD9/EsYYbNsmuHohJVOeIPDLN+DxkTDiRELFRRS+eC9VJlMIbJ97qqZEnTFgucCyLCo+fp51M94i5eRLSD3nhkZ0GReR9iBp4J4MeOEL1j48ia1ffhB5Cp2cRsfTLyBrzPms/9dkCqa+gR0MQuVcXOFw5APFWBAOgctNh6PG0O3Pk/F17dW6F9RuGceCTWVOZGe2bbNx0plU/DC91jKuJtx/Kfsd2ehjRURakuXx0ukPN7Hmb1V7A1vGYLnB27M/fe56Bldiciu1UBpG8ZNTlKyTuBFcv4pNN47BriiLbjMWuKwwZa/eR/mbD2FS0glvzccO7/g02+D/ZTahymXE6zmBqjHVA227tJCil+8lsOoXMie9pNUbReJU0sA96PfY2wS3biFUvBVPdhesbb1u+97/IqGSIoJbNuHJ6oRthwlu3og7MxtjLAL5G3BnZOFKSWvlq2jfHH8yLLKDip9m1pmog8icP26PIRhoWLcCd1YnMkb/rinNiynhwnxK3nyUsmmvYBfm4+q+G0knXEji0ediXA6NtRKRVpU17hLsQAXrH7+dcGlxdHvy3ofQc/L/KVHXhih+co6SdRKz7EAFFTPeoGLmm4RLCzHeRAgGIBzC1WMgicddgKv3EPzffUzFZy8T2rIe49k2xDToB7cHjMEO+HFldMJfWoa9w4IPLpfBcpltKw8ZCAUIF2ysIRdnN2rKmMpEXU3z1JV/NYWKuZ+RsM9RDa9YRNoNd3oH3Okdqm13JafiSk7d/nvS9qEevu59WqRtsr1jo4jTymZ/WK9yCQkW5XaYYLB+CTtv91x6PPA6rpT2sTp0aEsem689mtC65UR6WNgEl/1I4cOX4/9xOunXPa0HnyLtgDGG7HOvIvO0iyia9QnhkiISB+5J4m7DWrtp0gj6WHaGknUSk8LFBWy9dQzBJd/VuD8wfyblHz6Dq+8wQst/2mV9QQMVpdtnKY0MT609mbYzu4HLkRuz63pLP/uvknUiIjGqpt7RTalLpIp6zk1pjCExyUUoZBMK2thA8kEn4h02Ettfgadrb4Kb87DLSkgYOJyUA45uV73Niv9v0rZEHUQnLrJtLLfBP/M1ilJS8eQOwS7Mx+rYHd+IkzGJqbXWJyLOCRdtJrRqHniTcOfuiXE1PbXgSkoh48gxDrROWoviJ+coWddO2bZNcNHX+Ge8jl26FZOYhh0KgL8MV5d+eA8/G1fH7q3dzFoVP319rYm6HdUnUUcNiTPLqvlffm05OWMMtsOzW4aLNjtan4iIOKu27wqRpvINPZCi1x6pd3mXy+Da9pCxw6kXkXjA8c3VtJgRLium7PNXq2yz3AbLY6JxXWDavwlM276/5NnrSbn0n/gO1B/79WX7ywEw3gTsQAXYYYw3ETvoh1AQ40tq5RZKrLHLiil57gYqPn8FQpEHD1ZmFxLPvImEI85p5dZJLFD85Awl69ohOxig5JGL8c96s9YyZa/fR+LJl+M7+sLI8M8ta7Eyu4GxCOf/isnojPEkEN64EpOajUlOI7x+GSYlE6vbwHr1RmuscGE+FdNf3XXBeqpsq8ttCPq3JdwM24e/1qcOC6hj+fDt57Gx7fpNa+fpsVu9zi0iIi1PT4alOSUeeCLubrkE1yxr0HHungNJ2PeYZmpVbAkX5EWmNdnGuMDlteoe7VBRSvGDF2JldsUzcP8WaGXbFfjxU8rf+gehhV9FNiSlQWlh5HViKpQXR3ox9hiE78Q/4T1kfLPG/9I22KEQhX8bT3D+l1W2hzevp+SxyyAcJuGo9jNnpjSc4ifnKFnXDpW9+rfaE3UGXB4LY0Hgg0cIfFD/p7qVrO6DSDhnMu7BhzSxpTULrVkCoaAzle2QlHN5LIL+bRk3G0wNGX9jak60GWOw3IZwsO7J63ZM2IXDdi1PFQwYQ9Lx5zf8ekREpGUYg8vt0KQr8R5tSjXG5Sb7b2+x8fqTCK5dUa9j3N37kXP3G+1qmGtdrLQssFyRFbABy23t+kHrtiemZe88jGfgiy3U0ran4ouXKPvXZVRZabEyUQdQVhR9Gf51IWX/uozw2iUkjr+l5RopMSnww9RqiboIGzCUvnQ7vkPPxHi8Ld00iRWKnxyjZF07Y/vLqPjomZp3msgTyaYK/7aQ0nvHkjTxDdwDD2pyfTsziSm7LtSQ+rb9I7csgy/JRUVZKJJIczXgH78xWJZN2h/uILh2BeVzP8cOBbGS0giXFkaePKakEy4tAmNIGDaSpMNPY+sjVxHasJrKSZEjdUHG5f9QzzoRkRhnNEGyNCNPt1y6PPcDZTPfpfzHL8GysFIzCW/dhG0M7vQsQls3gx0mYc9DSDxolCNzQrUVVnI6CQeeRPmMyAPohsRtgR+n7bpQOxb85UsCnzxBaPm3YAwmIRW7tACwICGF4Oqd5gGsU6RMxTsP4R15Bq4eg5qp1dIW+L9+u469NnbhJoK/zMIz7NAWa5PEHsVPzoifb/w4EVq3DLt0a437rG0Z7qZ3YbchHKbi1cm4//p+E+uqztVrd1xd+xFat6x+40l3YcensJbLkJDsIhSI9H7btsQElYHIjj3jduTuMYDU3/2VxJEnN+jcvse+ouT9Zyn78i3s8hI8/YeTcvIf8Q7cp6mXJSIizchs64nuVF0iNTFuD0mHjiHpUM2xVpOUC27HP28G4YKNrd2UNsM/9Sn8r9xUZZtdlB99HS7Y1Pi6p79C4tm3Nfp4afvssuJdlykv2mUZab8UPzlHybpWkJeXx6ZNVb8oKyoq8Hqb3l3YeHy177OcSNRVsgktmUN4yzqsDl0cqjPCGEPy+ZMpvOtMqvRIq7lw3Qm9Goa7GmNwew22beMeejihzXkEV8wDbwImIRmKNmP5kvAeOIrEg0/D3WMAri59GvXeWakdSB13DanjrmnwsSIi0rpMQ3pg74Jt20yZMqXa9tzcXAYPHuzYedqz5oyfJDa5O/cm68EvKH75HvzTX8QQrlc85tnj8BZoXewJ563A/9+/Umf83ITn4OGCDY0/WNoFV59h8PU7tRcwBlevIS3XIIlJip+coWRdK3jqqae4++67q23Pzs5uct1Wl35YXfsTXruUnb+Nm2NSWLt8109XGsO33/Gk3fgKJc/dHJnDbmeWC9+BJ5NwzHmUvHwXwV++rr2N1eY3iQQwnoH7kX7ji5jElCplGrLwhIiItE9OPxkOBoOMHz++2r6RI0fy4YcfOnKe9q454yeJXa6cHqRf+U8q9jua4r//ntoSUcZlcKd4sNwWnpx0glMmY5dtBV8yuDxQWgCeRPAmEFi3Blw+AjnZULoFwmEIBbALNwAmsjKqv3Tb6yRsfwnG5cUMOBTXvmMxiWkt+ybUU2DGy2DXPb8yDflYswzuFDeuBHekh8vmnwkvmo41oHnmrZbY5zvsLMpeuy+y+EsNHSY8ex+Lq1Pvlm+YxAzFT85Rsq4VTJgwgTFjqg53GDdunDM964wh6cybKH7gPHYOZipXz3IsEZWYipXV3Zm6auDb73i8+x5HaNUC7LIirK79sLduwi4pwNUlFysjEpx79ziM0LplhLfkYWX3gHCIcP5arKyuYLkI5a0m9NtC/N98QGjtMqz0jvgOHUfCEWdjvAlA1fdEiToREcEYLIeCTYzB7Xbx/PPPV9uVm5vrzDniQHPGTxL7fCNOJnzhvZQ+/1cIVFTZ50n14O3g2x7D/TyFUB11hUsje8NJNS/WYdfw2gZYOI3QtMfx/PG/WDmx92/X3rR6l2Xq2+PFuAy+jgkY1w4LexSsJvDk2bhOvBH3EX9sanOlDbFDQcLTnyA0898kZlqU5VVP1Ll67k7KHxu+eKG0M4qfHKNkXSvIyckhJyenyjafz4dlOXNTew84meQ/PU7pCzdjF+4wR0XQdizLDeA97HcYb6Jj9dXEGIO79+7bN6R3rLGcq0suri7b/8G6OvXa/jq7O+x+IInHXtBs7RQRkXbGODiMw0S+z0aPHu1MfXGqueMniX2Jx/8B38ix+Ge9RXhrHlZGJ9i4GPPdC00Z3dkwhRsIPjcBz3WfxtwDXpO2616mxhgsn0W4ou4eeJ4MH2ybSmbn6wy9dxfW4COwOg9ofGOlzbBtm9DLVxD+6V3A4E72kNzDRaDQT8hvY/XdD99h5+A9cEy0I4TEMcVPjlGyrp3yHXom3oNOJTDvS+zSrVhdcrG3bsL/9n2El33b5PpdQw7Dd9pEB1oqIiISe4wxuBKdCZNi7Q96kbbMSu1AwjHnR3/3P3kONpWLhrUMe8MS7GWzMP0ObMGz7pr7wDMITH1il+Ust4UxhnAgjB3aNvImqxt2WRGEw1ipabg8NS9YVyk8+2Wsk291otkS4+zFX2xL1EFlX1PLbeHLTAAMdLDxHHqmvusEUPzkJCXr2jHj9uLd88gq2zx7HEHo58/wz3iFcMGGSM8424ZgBbh9kYHh/nLw+CIrUvjLwOMFyw3+MkxKBzwjTse913EYq+ahAyIiIm2ew0+GRaR52Cua/hC6McJr5mP1OxC7OA/7u/9gL/kMQn5Mtz0x+/we03n3XVfiMFfPoXiO+gOBqU+yq0XajMvgcrkBG995D+EZuX1OqNCCTwk+c16d57I3rXKkzRL7wt+9UcdeG9bMw96wGKOelgKKnxykZF2cMcbgHnYk7mFH7rqww+z1P2PPeQZWzoBwCBLSoaIwkixMSIeKosikuN32igQ5fTR5rYiItBIDltehh1JxHmyKNCtXy/w5YzwWVrIbU/m58MMThL59uNr8efaWldjz38GceA/WkJNbpG078o67A6tLf/wf/wt7w7LIRl8yVJRse50CFZEF4qx+++I94Srcw46qUodJrXnamSpStbBLvLCLN7Kr5C/F+bXvk/ii+MkxStZJi7CXTMV+50oIB7dvDJTW/HrlDOyVM+CwiZh9tw9zEBERaUmOPRkWkWZj7X404W9fa9ZzGJ8LV0ZkIZPKYVl2RSHUNu2bbWO/fyN27xGYlJxaCjnLXvcj/PgfyFuA25OE6+TzoP+JmOQsjDcxMsTVcmF8SdjlkWSdSUipsS7TfRjk9IO8ZdSWoHHtfWozXYnEGpPVC3vpzLrLZPZoodZIW6D4yRmakVeanR0ow/5gYqQ3XUOO+/we7IJfm6lVIiIidTAG47Uc+SHO51wRaU6uwy8Bz7a5s5qDAVd61UTdrtkQDmD/9HrztGnns/34EvxvPCx6D7asgLwFmFkPYd46H8q3AGASUzG+pMjrhJRaE3UQuU7PaXfV0Gsxcv3WvmMxffdvlmuR2GPtf1ad+81uhypZJ9spfnKMknXS/JZMjQxxbfA6XTb2vJYJckRERHZkDBivy5mf+I41RZqV1XkAngkvQIduDta6/R+t8bkwlqmeqKtPWLt5pYNtqpm9eTl8PnnnrZH/KVwDn93aqHqtfiPw/Ol1rIGHE30/OnTDddIk3GfcH/cTv8cTq/swXEdfXfPOtE64T935/pN4pvjJORoGK82vcG3jj93ahGNFREQaSxMki7QZVu4BeG+cgb10FvaW3yAtB1xe2PIbdkoWxpcC+auwkzIwyZm4F30PCWm4e+8GG5eCLxnTc0/Y/FtkkbWs3rBhMbg8sOpzmF3DCqu7mMILgKQOjl9rNfNerbshq2Zgb/0Vk97wnk9Wr+FYE57HriiFQDkkd1CSLk65jr4K03NPQjOfw17zM/hSsIaNwjXyfExKPeY4lPih+MkxStZJ80tpwgS0LTTPh4hIc7DDAVj9Gfz6WWRuTk8ihAORaQEy+kP/UzEpTvYGEccYs30ieQfqEpHmZSwXZreRtRfoNyL60pXSO/K/OTnQZ+/tZTp03/562zBPu3BFg8eGRNu0+0mNPLIBtqzYdZmCVdCIZF0l40uCbUNoJX5ZAw7DGnBYazdDYp3iJ8coWSeOsMvzYcU7kD8vssGdCMFSwMLGBZarwXPWAZghY5xtaCuz/cWwfiYESiC9H2QN1RNKkXbKriiEaX+C/Pk1F1g7A355HnvE7Zg+x7ds46R+NEGyiOx2LHx6R6Rn2Q5pO2MMtrFr6NQW6XJn9jwT02lw87cvIcOZMiIiTlH85Agl66TJ7A3fwMyrIVhW434D2B08kF/fZN22cQUHXILJynWqma3Ktm1Y/CLM+xeEyrfvyBiAPeJuTGrP1muciDSPb+6qPVFXyQ7DrEnYWYMwab1bpFlST44/GW5s3xwRaU3GlwJH34r9/sTq+ywTifF2XBU2tRNmn99j9ju/ZRo44ERY+E4tOw1k9IKc3VumLdIu2AWLsVe8CUUrwfKAcUf+fvGmYrofA10PxVhKI0gtFD85Rv/KpEnsiq0w8xoIltdZzqR4sF0GtvqhYlvSzpe2feEJXxr4i8C2IWcgZp/zYXALDB1oKcvfgB8frL69YBF8fgn2sf/FeFNbvFki0jzs0o2wemp9SoIdgiWvwd7XNnu7pAEM4HVoHS49YBZp08zup0BKJ+zZT8LqryMPWhIyoKIQQxh67g1DT8P0PABSO2Msh/5QrY9eB0HfI2D5ZzU03IJDb9AoDqk3e/F/sH9+qPb9az6DjnvDQf/AuBNbsGXSZih+coySda0gLy+PTZs2VdlWUVGB1+ttpRY1wcop24a77ppJdEOiO/IEEjCH/ws67gF2GOPyYoeDEA5j3G3wfaiDHQ7C/KepdSbisrzI+7hb3cuii0gbUrA48sdcvRjI/6VZmyONZDkXJdq2zZQpU6ptz83NZfDgFhgq1w60q/hJ2hzTawSm1wjsbdO6GMuFbYfBth1NztnlG6FiE/iyMQlVJ+63bRvWfUZ41RtQvCLS48nygrcYk5MNW4owgW0P0LsMhxFXYHrs71jbpH2zN31fZ6IuatN32D8/ghn+l+ZvlLRNip8coWRdK3jqqae4++67q23Pzm7CQgytZUvD/8CMPt3b8gsmZ/ukvsZyg0NJ+JiydSmUb6y7zNoZStaJtCcNetpsN7C8tAjLQKJDYZJlCAaDjB8/vtqukSNH8uGHHzpznnauXcVP0mbtmJgzxnKs54ddsprwggewN31dWTsm+0CsQX/GJHfHtm3sefdhr3q95uNTgRQ3tqs31v73Y7La9x+x4jx72f/qX3jVFOwhf8J4kpuvQdI2KX5yjJJ1rWDChAmMGVN14YRx48a1zSfDroTWObYtCQdr3GwDtttEPtDsYszW+diBAkxiN6zk3i3axLbMDhQRXvc+4YIfIsOo3YkQLMPGxriSIFQGxsLK2AOrywkYj4YbSwvoOBQSsqB8M/Waa6PnUc3eJGkEBydIdrvdPP/889W25+a2j7lZW0K7ip9EdmCXriU0awIEtu64lfDGmYS3/oxrr3uhZE2tibooYyCcT3j5c7iy7m3WNks7VLC4/mVD5VDyG2QMaL72SNul+MkRSta1gpycHHJycqps8/l8WFYb7FbW/QhY8XbDjzMWdDvU+fbEovR+4E6GYEl0U9hrCKa4d/ggWwpzJ0T3m/TheAbegEnq3sKNjT12qBy7fG0k8ebtgF22BqwE8HbEzp9B6Jd7IFhU87E7vA5t/JzQyn/jHv4gVupuLdN4iVvG8mDveRl8fRu1DoGvlNEPeh/XUk2T+jJge5ybc8UYw+jRo52pL061q/hJZAfh5f+ukqizDYTdZlucWEz4h0uxykMY6tmRb8N07PJ8TEJWM7VY2iV3EruMWaqVF9mJ4ifHKFknTdN5BGTvDRu/a9hx/c/EJMbHsBXjTsDudwYs/D8Awh5DMK3uf3r21u/xf/9HvPv+G+PNbIlmxhw7VEFw5ROE1r0D4cqVhi2iS67ZBhOMvK73s5tAAcEfr8Nz4GsYy+Nwi0WqMrknY2Pgx0ehrKah8AZ6HA773YRxx0lP47bEGAeDzTifIVlEamXbNvbaT7b/TuSh7s5MfadBraylbG2kh7dIPZnuR2IXLKxPSUjvD8nqVCA1UPzkGCXrpEmMsbBHPgBz74XVH0ZWNayLOxF2OwcGX9QyDYwVQy6GsvXYqz4gmLxtrpNdffj48wn99hruvn9o0KnCZasIly4FKwnj64RdtgKsBIyvG3bZcjAeXGl7YdyxO8eEbYfwz/8LdsG3O+3ZIVK1w42bJqZiI+GNX+DqpGGH0vxM7knYfU6ATfMiQ7LT+0LpBgiUQHpfTFKn1m6i1EUdtkSk2dkQ2r5Ym+02NcaItgFTzw5PAMTpw15pgj6nwoq3oGRNHYUi96YZcplWGZbaKX5yhJJ10mTGkwz734Y97HIoWAQuH6T0jCysYLkhtTcULo8EHplDMZ746zJtLDfsfwd272NhQf1XTgptnFbvZF3Yv5GKpXcSLtw5wVUDKwFP13PwdDsvJr9ow/lf1pCoq6ohAasNhN0Q2taZzrXxHRKyDsC4UxrfSJF6MpYbcvbcvkEJurbB4WEcIiI1McaC5N5QsgqwsV1E5uDdKT6z3QbLX8/gp8NQTHI3p5sq7ZzxpsGhT2J/fw+s+5Iah8Om9MQM+zOm84gWb5+0EYqfHKNknTjGJHaExB2WmE/Kqfl1PEtpYHfxUNmuywB2qIzyBZdjl/9av3rD5QR+exqw8Xa/oGFtagGhvKmO1WUb8CeDvcNEp+Hy7wjOO4Ok/n/HlTzIsXOJSPthG7AtZ6JEO86DTRGpm9XrdMIL7t++oaaedW5DOGhjhSMplFo/VlwJWLtf0xzNlDhgEnMwB/4du3RDZAEJbzq2Jx1Tsho8KZC+W0w+6JfYofjJOUrWibQgk9AF3CkQLK5XeSttcL3KBTd9XP9E3Q4Ca1/E0/mM2OthFixkVxPc2lb95m8JJFZN1EWPDxZSuuRaUoa+hnElNr6tItJuhRUliUgLMD3HYLb8hL3u422hT/WedRhDOMGCgI0JROIjGzCWF8J+wECng7EGTMCkaSEtaRqT1Ck6EsAAJMXHXOPiDMVPztDbKNKCjMuHq+sYQqtfqFd5V7ex9SoX2jK9wW2xsSFcRqjwW1wZB0baZ3kbXE9zMEm9oWAXi5YYg21sjF37E+awFVnQo2Y2drCAwOapeLPjc4UhEamDqTnR39i6RERqY4wLa4/bsLseg738WcJltUzyb0xk8QlPJFnn6n0+Vp8Lwb8VXIkYtx4+ikgrU/zkGCXrRFqYq89F2KUrCW/6so5SBle/K7A6DK9XnXblE9V6LLUe8Nj4fdueeNhQnHc75JUD4PYNwOPrh8vbHW/SXngSh7RKV3dXl1MIrX2DXV2P7SKy5kQtPexs167PFSpZAErWiUgN9GRYRFqKMQaTMxKTfRChZY8Q+vWVugpjdTwYV+8LMMYFPi0mISKxQ/GTM/Q2irQwY3lwD7kbe8u3hDZ8jB0oxLiSwA6C7cckdsfqchJWcu961+lK2Z1w4dxdlqvw2fgT2Z4DMwDl0f3BikUEKxZFf/ckDiOj21243C0bBFrJfXH3+zPBpQ/UXdCYSELOsrFdabj7/gkr6wAoXgYY7OBa+PX+uquwfI61W9q2itK5lBS8SqD8F8BgrETC4RLAwrKSCIeLAYNlJRMOl2CMG1/S/qR0OBOMm5It/6W8ZCbYITyJw/Al7YvL0wWvLxfLld7KVycNZRsIORQlxfucKyJSf8YY3P2uwOp4KKF1U7DL14HxgLEgVIHxdsDqfBxW1oGRxSlERGKI4ifnKFkn0gqMsTCZ+2Fl7udIfe5OpxBY90ok4VdLb7SwsfEnsItZiasKlP1EwW8Tyez1RIv0sLPtMCXF71O89XUCgeV4OqeQUt4Rt9+AcUcSa+EybAzGSoBQKbgScGWNxNXlZIwnI1KRLzKvhjdYSMVvD4Ptr/Wc7oyDm/26JPYVb3mZwo0P17o/XMvr0q1vULp1ChgX2JHEtw0EitdRWvJRpJDxkJw6ioyOV0TuW2kzbP0dLCKtxMrYAytjj9ZuhohIgyl+coaSdSLtgOXrjG+3u6hYcjOEK2osE/DSqHH/gfJ5+Eu/x5e8V9MauQu2bbN5092UFE2hckiv313B5pStuFzZdOr6JG5PlwbVadxpeDufjX/d/9W435W6D67U5r0uiX2BihV1JurqUQPYASCSqLMtqubM7QAlhW8SDK6jY5cHtIpaG6EnwyIiIiINo/jJOUrWicSgYCifYHgzHlc2tm0TDG/CbXXEGItAKA+31QFjfJQHluOy0giFkwimZOMZ9i/Y/A3hkiWRnmiuBOxgceS1vQhCyxrVHn/pN82erCsvm7UtUQc79w4MhTayJf9Bsjvf0+B6fV0vwBiLivUvQbhs21YLT+ZRJPS6VokToXTr247UY7MtqKil92pF6ddUlH1HQtI+jpxPmpmBkHvX84DWty4RERGRdk/xk2OUrGsFeXl5bNq0qcq2iooKvN7YWIlTWk9FYCV5hQ9SUjGLXS8WYcjPjwzvLLK90fKJnmHk9LqCRO+wKqVDm1+mIu8R5xvtkOLCuhMmZaXTCYU243I1bP48Yyx8XS/A22kcwaIfwA7iSh6M5dUS9BIRDPzqXGW7CCrKij9Tsq6NsIGgU0+GifQenjJlSrV9ubm5DB482JkTtXOKn0RERGKb4ifnKFnXCp566inuvvvuatuzs5U8iGf+4G+s2nQRYbuwnkfYNb4uC/zE6k1/pEfHx0naIWGXkHYsRXmPAyF2nQisypu0b4PKN0YwuH4XJWxCwY0NTtZVMq5kPBkHNepYad8sV4cWO5cdLm2xc0kTGQg6+GQ4GAwyfvz4artGjhzJhx9+6Mx52jnFTyIiIjFO8ZNjlKxrBRMmTGDMmDFVto0bN05PhuPcpqKnGpCoq5tNgI1bH6FX9lPRbS53Jmmd/0Lh+up/6NTFkzAEb9JwR9pVF7c7m4B/UR0lDC5XVrO3Q+JPUtpxlBW+1yLn8vh2a5HzSNPZBsKWM8GmbcDtdvP8889X25ebm+vIOeKB4icREZHYpvjJOUrWtYKcnBxycnKqbPP5fFiWlk2JV7YdpKhsqqN1lgV+JBDagMfVKbotKWMUbm83Sja/jL/0e2zAslIJh7ZuWzE1VKUOT+IwMrrd1SLzuiWnnkhZ6Yxa9yck7o/L3bHZ2yHxx5u4N4mpR1NW9AmVi5vU3/byBrBrXW3ZYIyPpLQTm9haaUlBl3N1GWMYPXq0cxXGIcVPIiIisU/xkzOUrBOJAbbtxybgeL2hcFGVZB2AN2l4rT3lAuWLqCiZDXYYb9LeeBKHNFuirjD4PRv8b1ER/g2DG2yLBF8anorqvQstK40OWX9ulnaIGGPI6DwJty+Xki2vEg7lb9vh3ZbE3uk1XiDy2u3NJTXrPIzxUZT/f/grFkRSd2bnc3jJ6vI3XK70FrgicYKNg0+GHalFREREJLYpfnKOknUiMcCYRNxWJ4LhPJz6WDJ48bg6N+gYT8IAPAkDmnxufzifjcGpBOzNJFjdyXYfhcskApFJQleXP8Ja/wvVjitMhmSXIaXc4A4bMF6Sk48hvcP5uD3dmtwukdoY4yY18/ekdDiHcDAfYyVgrBTCoXyM8WKstEgSz7ixrHTCoc2AwXJ1iCa0E1JGEgoVYIdKKC+bS3npl9hhP96E3UlJPxmXO6fuRkhMsY1N0OXUMI54DzdFROKTbYcJsBUXCVj4CLAVCy9uk9zaTRNpFoqfnKNknUgMMMbQIfl0NhY96lidaUkn4LJSHKuvvn7z/4cV/n9ibxtSawOLKu4hy30o6a49KAsuJt9fy8qvBkoSbUoSbbChq+90shKvaLnGS9wzxoXLsz2p5nJn7/C64w6va54/0eXKAFcGKd5upKTHZ5f99iSk0ZUiItIIYTvIb4FXWVL2IX47soq1hY8wFQB0cB1AH88E0l3D6qpGpE1S/OQMJetEYkRmytmU+X+iuOLLJteV4BlETlrLJ7nyAh+z3P9Q9PcwEDKAqWBD+GM2hD/GFwSLWqb12pGBDf636JFwCZbR5OEi0rJsg4NPhh2pRkRE2gDbDrOoYjL5oZl0sD3R7ZWJOoAtoa8pCH3DsISHyXTt1xrNFGkWip+c065ynrZt89RTT3HwwQfTuXNnevTowQknnMD777/f2k0T2SVj3HTLvJeuHSaT7DsQr6s/CZ7dSfDsjtfVH597MAme3fG5dyPBM5gEzxC8rr7byg3F596NJO/edE6/kZ4dn2zxXnW2bfNr4P+oTMOFqfmpimXXI1G3TYgi/PZGp5ooIlJvNhBwOfPj9CCOcDjMeeedR3Z2NikpKaSmptKtWzduv/12h88kIiINlR/6ivzQzF2WswmzuOIebDu+h/pJ+6L4yTntpmedbducffbZvPPOO1W2T58+nenTp3PzzTczceLEetc3adIkHnjggTrLnHbaafz73/9uVHtFamKMi7TEo0lLPLpe5ZPsPAByslt/LqwgWykJL43+HqpcJHOnzFzlh259E3YuNKeHiLQC4+AwDgefDIfDYQYMGMC6deui22zbZuvWrdx7773Mnj2b9957r971HX744XzzzTd1lunevTsLFy5sdJtFROLJhmB9O4rYlNmrKQzPJ901pFnbJNJiFD9FNTV+ajc96x599FHeeecdfD4fDz30EGvXrmXZsmVcddVVAEyePJkvv6z/8MIlS5Y0U0tF2r/oapg1fMCGrPp/7qa798NjZTjWLpGaFNm/8lv4czaEvyFkO78qs7RNNhCwnPlx8snw+PHjo4HmGWecwaJFi/j666/Ze++9Afjiiy949NH6z3/666+/Otg6ERHx25FFqOorYOc3X2NEWpjiJ+e0i2RdRUVFtBfc5MmTufDCC0lLS6NTp07ceeednHPOOdi2zX333VfvOpcujfQQ+uijjyguLq7xR73qRLZzk06KNYBdBScBKzJEdlcMXnr4/uhI20RqUmZvZHroz3wQGsdX4Rv5Inwl74ZOYUW4/k/VpH0LW878OKWwsJAPPvgAgFNOOYVnn32Wbt26MWTIEL744gv69u0LwN/+9rd617llyxYA7r///lrjHfWqExGpv0SrOw1JMyRaPZqvMSKtQPGTM/FTu0jWzZw5k7y8PDIzM7nggguq7f/zn/8MRLKlBQUFu6wvHA6zYsUKAAYNGuRoW0XaK2MMPbwXAHakU51NzXGKgQo3BE3tYUyKa3d2T36MVLeGBEjzCNplTAtdxnp7dpXtFRTwTXgyq8Ift1LLJFaEDZS7jCM/YYeGcTz11FOEw2GMMfzrX/+qtv/ee+8FIgHkqlWrdllfMBikoiIy4fkxxxzjTCNFROJcV/eYepdNs/Yg2erbjK0RaVmKn5zTLpJ106dPB+CQQw7B662+auSAAQPo2bMnoVCIr776apf1/frrr5SXl9O5c2cyMzMdb69Ie5XtPoJ+vr9g4cWqnK+uhoycbcDvhjI3lLugT9Lt7JP6EUOSn2XPlNcZmvIcqe49Wrr5EkdW2h9STE3d1yM37rzwk9h2ffqASvtlCFjO/Dg16UrlglldunQhJaX6IkLHHXccLpcLoF69/+fMmQOAZVnRp8oiItI0aa7d6eE5e5flPGQw0HdzC7RIpCUpfnJKu0jWVc4vN3To0FrLDBs2rErZulQOgR0wYEB0ddmOHTvStWtXjj76aP7zn/8QDuuPOJGadPWMZf/kDxjgu4lO1hEY46m1rGUSGZhwG509x+OxMkl1DyXR1bMFWyvxao39RR17bUpYSwFL6ygj7Z1NZKEcJ36cmnNl9erVAOy22261lunYsSMAP/300y7rq3yAmZaWVmV1tJSUFLp06cKll15KMBh0oOUiIvGll/f3DPbdSaZrBF6ThZccEk1PPGSSaLrT0/M79k18kWSrd2s3VcRRip+ci5/axWqwv/32GwDdunWrtUzXrl2B7f+h6lKZ0Pvyyy/54ovtf9CVl5cza9YsZs2axbvvvssLL7yAx1N7IkIkXnlMGl08p9DFcwpBu5i80GdU2BvxkgkY/OTjM9nkuI7EbbTaq7Qc27ZZwqdssH+pabHiKsL4W6pZEoNsAwHLmWeatkPDOLZu3QpAz561P9TIyspiw4YN9Zr4+IcffgCgoKCA1157rcq+oqIinn/+eT766CN+/vlnkpKSGt9wEZE4lOnej5yEUa3dDJEWpfjJufipXSTriouLAWrs0lipcl9JScku66vsWRcOhznvvPO48sor6dWrF2vWrOHpp5/m4Ycf5t133+XOO+/ktttuq7OuffbZp17XsHz5cvr06UNeXl69yosAbNy4sbWbUC9uDqjyYVOZ4t5MCbDrf5PSetrKPVYftm3zFf9iCZ+RGPaTYNf+xMuFj3JXMnlGn8nNLZbvsZBDwy8A/H5/vafW2Lx5c43bK5/SZmRk1HpscnLkAUhZWdkuz1MZ7wD079+f++67jwMOOIC5c+dy8803M3fuXDZs2MCoUaP47LPP6tV2pyh+kuYUy5870j7U9x7byArm8QFrWYCNjZck/JRiA75trw0WXRnMUI6nI72btd3SdsTy55jiJ2fip3aRrPP7I70fapqvrlJlD7jS0tJd1hcKhRg0aBAnnXQSf/3rX6Pb+/Tpw+TJk0lNTeXOO+/k0Ucf5fLLL492mRQRkdj1K9+yhMgXZrlx49uWrKspnOhljsGjXp9xzcYQMC7H6nJC5RQcCQkJtZapjHcqJz7eVX0+n4+9996bjz/evqjKIYccwvTp0znxxBP54osvmDNnDosXL65z+IiIiDTMMr7mUx7BZvv0SiVsTzaU7vB6MdNZykyO4kr6sG+LtlOkIRQ/ORc/tYtkXWWSrq43tnKfz+fbZX3/+Mc/6tx/1VVX8c9//pOCggI+//xzTj/99FrLfvvtt7s8H0SeIFuWRU5OTr3Ki+xI9400t/Zwj31rf00q2x/qWLab1HBFtTCgixnBgdb1uMyuvy/EObF2j0XmXHEmSLSJxCq1PfGtL2vbsJK6nvpWxjv1maajcoLk2rz44ov06NED27Z56qmnuO+++xrQ2qZR/CQtQfeNNLfa7rFyiviOZ0nBS/1n5jJ8yzPsyeH40NQEEhFrn2OKn5yLn9pFsq5yiGvlcNiaFBUVAdu7NzZFQkIC++yzD1OnTq3SBVJERGJDiBDf8znf8Smb2YAHL4msZsd1pQLGzRbLIsEO4iKMjWGEuY5+5kSMaRfrL0kTOfVk2Clutxu/309BQUGtZSqn+0hMTGzy+TIyMsjMzCQ/P58FCxY0uT4REYlYyDSCDZ4b1yZAOYv5gqEc3yztEnGC4idn4qd2kazr3r073333HWvWrKm1zLp166JlnZCVlQVEFp0QEZHYESLIKzzAIr6LbisD3ITZebIE21iUmcqthu4crESdAJGhF36HwiSnhnGkp6dTWlpa52JZlU+fKxfWaqqUlBTy8/MV74iIOKiAtQ0qb9sQxsIGtrCm7hWyRFqR4qcIJ+KndpGsqxwD/PPPP9daZt68eVXK1mbjxo388MMPeDweDjvssFrLFRYWAtuTdiIiEhu+49MqibpKpfjwUfuiEr3Yn0ST0Ywtk7bEBoKOzbnijF69erFu3ToWL15ca5n8/HwAhg0bVmddCxcu5O233yYhIYErr7yy1nKVc/0q3hERcU4i6fUuW2Z7KCKJ4LY/3T9lNtjdGMmxWHrAKDFG8VOEE/FTu/jXfcghhwAwffr06GITO1q8eDGrV6/G5XIxcuTIOusqKipizJgxjBo1ikWLFtVYJhgM8t13kT8Ehw8f3sTWi4iIk77l0xq3l+OlfNtaxJVf/pX/6yOVEfyh+RsnbYaNoQK3Iz9OPRk+8cQTAVi/fn2NU398/PHHhEIhAM4///w669qwYQN33HEHN910Ex9++GGNZcrLy6PB6+GHH96UpouIyA4Gcjj16R5XavvYQhpBtic/yijnXV7iHV5oxhaKNI7iJ+fip3aRrDvooIPo1KkTW7Zs4bnnnqu2/+GHHwYib9Sulv3t27dvNJt611131Vjm6aefJi8vj549ezJixIimNV5ERBy1mQ017zCGLaRQRCLhHb78ezOS03iEDqZHC7VQ2gIbQwiXIz9OBZsTJkzAsixs2+ZPf/pTtf3XX389EHmK27dv3zrrOvTQQ6Orol111VU1lrnooosIh8O4XC4uvPDCpjVeRESi0unMfozb9lvN3xG2DVtJIvJosXqZr5jKuvBqNtn5rLHXUWH72Wxv4Td7LeV2BVvsrfxmr6XMLmOrXchv9lpK7dJmuyYRUPwEzsVP7WIYrNfr5eqrr+b666/nxhtvJCEhgTFjxlBaWspjjz3Gc889h2VZTJw4scpxlb3iTjrpJG677bbo9uuuu45zzz2X119/PVp337592bBhAy+88AL33nsvAHfccQcuV2xNnigiEu9SyGAz62veaQzFJFJsJ2xbbMLFReZ6vNS+lLvEpzCGEofui7BDwWZKSgonnngiU6ZM4fXXXycxMZFbbrmF/Px8rrjiCpYsWQLApEmTqhzXoUMHIBL3fPbZZ9HtEyZM4JFHHuG3335jyJAh3HPPPRx88MHMnz+f2267jRkzZgBw8cUX4/XuPOOjiIg0xQjOJY1OfMtrFBCZe92NN7rwhJ8k7Dr61vhtN/fbj7PFjvQUMhjsbWMGanvtwsV+Zi/GmTGkmdRmuzaJX4qfnIufTHFxsVNDgVuVbduce+65vPXWWzXuv/POO6tlPitXkT377LN54oknquy7/vrrefTRR2s93y233MJ1113XpDbvaJ999sGyLObPn+9YndL+5eXlAbG3ZLe0H23xHvuc1/mM/9Wr7FAOYixXNHOLpC6xeI9ZlkXmoDQumDfakfqeHTKFoqVl0cmLmyIcDjNw4EDWrq15cvJjjz2W119/vcq2yninb9++/PTTT1X2HXTQQfz444+1nu+II47gnXfeaWKrm4/iJ2mMWPzckfalIfeYjU0pBVi4SCCVMiJzo/9sf8/rPFPjMX7bTaGdTGNXmuhEDn+1riHJJDXqeGl9sfg5pvhpOyfip3YxDBbAGMMLL7zAgw8+yPDhw0lOTiYjI4NDDz2U119/vdYuirW55557ePXVVznmmGPIysrC7XaTk5PDKaecwtSpUx1N1ImIiHNGcAKd6LnLcsmkcRRntkCLpC2ygSAuR36cfCpqWRYLFy5k7NixJCYmApEYKCMjgxtvvLFaoLkrM2fOZOLEiXTs2BFjTPQcXbt25aGHHorpRJ2ISHtgMCTTgUTSMBiSSCeJdHLoUmN524ZiO7FJ59xAHp/ZXzapDpGaKH5yLn5qNz3r2jo9GZbGiMUnKtK+tNV7rIwSPuc15vI5FZRisLCwCBHEhZshjOAIzqADbeu62qNYvMcsyyJjUAZn/jzWkfpeGfoqJUtLHHkyLFUpfpLGiMXPHWlfnLjHbNvmAW5gw7YhspUCtoutdtOHsHalM3e6bmpyPdI6YvFzTPGTs9rFnHUiIiI7SiSZ4/k9x3AOFZTiIxGDRTkleEnEra8/2YXKJ8NO1SUiItIQxhjOsi/lCe6mlO0rWDo16X4JWmxCnKf4yTn6a0VERNotFy6S2P70ecfXInWxMZTbziyq4NQfViIiEl+6mJ782b6LWUzlF74nRIhO9GYaC5pcd1c6O9BCkaoUPzlHyToRERGRndgYgrYzYVK8B5siItJ46aYDxzGW49g2tNDAltCT/MDPTar3COtgB1onUpXiJ+coWdcK8vLy2LRpU5VtFRUVTVrWV0RERJxj24YK2+dYXbZtM2XKlGr7cnNzGTx4sCPnae8UP4mIRPzOGse68Ho2sLFBx9k2lNkJ7G4PJ83uoWyAOE7xk3P0z7MVPPXUU9x9993VtmdnZ7dCa0RERGRnNobysHPDOILBIOPHj6+2b+TIkXz44YeOnKe9U/wkIhKRYdKZZF3HDHs239jfU045PrwECBImjBcvoW3/58GDTZiNIcMv/jS22LCEIt7iNXa3svlrwqH0d2W19iVJO6H4yTlK1rWCCRMmMGbMmCrbxo0bpyfDIiIiMcLGEHQoTLIxuN1unn/++Wr7cnNzHTlHPFD8JCKyXaJJ5GhzGEdz2C7LLgnl8/uKN/ETqrJ9fngjF5W+w4vJp9HdSmuehkpcUfzkHCXrWkFOTk61JZZ9Ph+WZbVSi0RERGRHNoYKB58MG2MYPXq0I/XFK8VPIiKN87R/LhU7JeoqFePnef+P3JigOeyk6RQ/OUfJOhEREZEahByaIFlEJF7lhcrYEC6nk5WAZQzrQmV0tHz4jIs1oVI6WF5SjYfVoRLSLQ8ZxsfqUDHJxk1vVwrGxPcE804I2WE+D66ss8xnweXciJJ14gzFT87QuygiIiKyk7Dt3JPhsK0/NkUkvqwIFnF7yY984d+AvYuyBqJldnw9yJXODSlDOdjbqdnaGQ9C2AQJ11mmzA62UGukvVP85Bwl60RERER2YmNRFkpyrC4RkXixJlTK6QWfs9n216u8XcvrhaGtnLd1Js+mH8ih3s6OtjGeeI2LXKsDy8Nbak2cDra0UI84Q/GTc5SsExEREalB2Ha1dhNERGLeT/6tvFa6hi3hACnGxZzQ+non6upib/v/dxX/zCEdOmlIbBOM9wzlzorpte/3Dm3B1kh7p/jJGUrWiYiIiOzEtg2BkEMTJMf5MA4RaZ/Cts3Egvm8WPprle0eTykATuTWbGBxqJAloSJ2c2u10sY6xTOQJeF8/huYX23fRd69OMLTpxVaJe2R4ifnKFknIiIishMbQ8ihJ8M2hvgON0WkvSkPh7lpywJeKf91pz2R/nBOd4IrsgPOVhhnjDH8JWEkx3v6MyWwmI3hErpYqZziGchurqzWbp60I4qfnKNknYiIiEg1hlDY41hdIiLtxStF67l181IKXcXAzok5s603jO1Yws6NobcrxZnK4txQVyeGurRghzQnxU9OUbJOREREZCe2DeGwQ0+G7XgPN0WkvXinOI8/b1qEIYxx17xcQTjsxu12rifcib7uZFk+x+oTkeaj+Mk5StaJiIiIVGMIhZwKk+I51BSR9sK2be4rWMm2fnO1frKFw25CoTAuVwh7Wz6vsb3sBrnSuTVlz8YdLCKtQPGTU5SsExEREdmZbbCdGsYR5xMki0j7sCpYztJA2bbfDHbYAhOuIRFnCIW8hMNhXK4gECbb+OjjTqaCMB4sXMZQYYdwY3BjUUbktddYlNohUo2HUb7unJLQkwSjlSVF2gzFT45Rsk5ERESkBnbYau0miIjEjAo7XOV3O+TBuCsiQ9VqSNjZtotQ0EWycfNq1oH0die3WFtFpPUofnKGknUiIlIr27aZVljClK0VLC334zLgMxbF4TAZLovRHdL4XXYGGW499Zb2xkBIEySLiFTq40kk03KzJRyMrPlqu7CDXozbX+sxu7lT+EeHYUrUicQNxU9OUbKuFeTl5bFp06Yq2yoqKvB6va3UIhGR6mzb5t61G3k5vxBXZla1/RsCsHDdJv6Xv5XXB/Skk0dfKdKO2IBDEyRjR/49TZkypdqu3NxcBg8e7Mx52jnFTyKty2ssLkzrzn0FK7dvtN3YAReYMJaBx7IGk+V2szHsp4c7kb08GRinloUVkdin+Mkx+suqFTz11FPcfffd1bZnZ2e3QmtERGo2rbCEl/MLa91fuQbcKn+AW37dwL/6dmuZhom0BNtA0Lk5V4LBIOPHj6+2a+TIkXz44YfOnKedU/wk0vquzOjJ6mAZ/y3esMNWgxcPj3UcxAnJHVutbSISAxQ/OUbJulYwYcIExowZU2XbuHHj9GRYRGLKi5u21rvsBwXFbAwEyVbvOmk3DFbIqe9lg9vt5vnnn6+2Jzc316FztH+Kn0Ran8sYHsweyPlp3XirOI+t4SD9vUmMTelER5f+LYqI4ien6K+qVpCTk0NOTk6VbT6fD8vSRIwiEjtWVtQ+B83OwsBv/oCSddJ+2Abj4JNhYwyjR492pr44pfhJJHbs4UtlD19qazdDRGKN4ifH6K8qERGpUabbhWH7cNf6lBdpL4xtcAWcCTaNrfmaREREpP1T/OQcJetERKRGp2amMXP1rssZYK/kBHr5NPxF2hODcWqC5DhfzUxERETiheInpyhZJyIiNTo1M43/JCXwfWl5neV8xnBL95w6y4i0OTa4HBvG4Uw1IiIiIjFN8ZNjlKwTEZEa+SyLR/t05YkN+bxjLApDYQA8BgJ25FnXEWnJXNu1I0OSElq3sSIOMzg4jCPOnwyLiIhIfFD85Bwl60REpFZJLos/d83mto7Z5AeDpLpcJFiGjYEgyS6LNJfmqZN2yjZYYYcWLojzOVdEREQkTih+coySdSIisktey9DFu/0p2Y6vRdojY+PgBMlxP5JDRERE4oDiJ+coWSciIo5YU2jzSz54XdAj1WZ5gcFtQc/0yGsL2LMzdEiI76dk0lY4+GQ4zodxiIiISLxQ/OQUJetERKRJCits7p5p8+WvO++xq712WzBmgM2f9jG4rfj+ApYYZ4Mr4FCYFM+PhUVERCR+KH5yjJJ1IiLSaMGwzTWfRHrU1a88vPoL+EM2141Qsk5il8FghZy5Rw0m3uNNERERiQOKn5yjZJ2IiDTarN+od6JuR+8shnOH2nROUcJOYpQN7qBDC6jEc6QpIiIi8UPxk2OUrBMRkUb78tfGfYvawFe/wakDnW2PiFOMbXD5nQk2TZyvZiYiIiLxQfGTc5SsawV5eXls2rSpyraKigq8Xm8rtUhEpHH8ofqXNUHwlIIrEPn9w+9sBqfDwC6GioDN/DUQCEHvjjZrCwwVQeiVZbOxyFDqh56ZNptLDBsKbeavhTnLYWsZdOsAo/YwHD8UXJoHTxxkhZ27n2zbZsqUKdW25+bmMnjwYMfO054pfhIREYl9ip+coWRdK3jqqae4++67q23Pzs5uhdaIiDTekGzD1BW77l3nqgBvUdU1nVauhytfCnPkIMOspTYlFTseUX1xiuhrAxizbbthxUZ4eKrN3FVw0ygl7MQZJgzucmdWMzNhCAaDjB8/vtq+kSNH8uGHHzpynvZO8ZOIiEhsU/zkHCXrWsGECRMYM2ZMlW3jxo3Tk2GRGFZQYlNYapOVagiFYUuJTea2+dY2F9t0SDa4LMgvsklLMvg8sHGrTUqiiZZrj47NhWd+gGJ/HdNK2OAtrmWXDVPnN2AobTRRV/nL9vPOWALTFsJR7fshm7QgJ58Mu91unn/++Wrbc3NzHTtHe6f4SUREJPYpfnKGknWtICcnh5ycnCrbfD4fluVMBlpEnLNqY5inp4b4Zml4Wz+u7cmhyq+h6O8mknza+fWefQwTjnTTr0v7+zee6jXcdxRcN9WmyF9zGVcFmJrycbbduIljbXuHhF1VH82zOWpw+02OSssxNlgB5+oyxjB69GhnKoxTip9ERERim+In5yhZJyJSi183hfnz/wWqDM+sbXAmbE/O7fz6hxU2V/87wAO/97TLhN2QbMNrp8FHy2HBJhvLQJIbigNgAevWw6JaetY1WC1Jukrrtzp0HhEbrIBDy5DF+WpmIiIiEicUPzlGyToRkVo8/0Vop3nUGq8iAM9OC3LXWe1zuFay13DqQDiV6sm0j+bZLFrl1Jd27b3qALJSnDmNCIAJxXmUKCIiItJAip+coWSdiEgNKgI2MxeGHa3zu2U2BSU2GcnxNUxzZH/456fgDzb/A7Jjdo+v91aakQ0m4NBngGJWERERiQeKnxzT/sZjiYg4oMwPIWdzdQCO9dRrS5J9hsuONNW/b3cxpLVGNtvHGNtVa9yzJxy9e2NaKFITG8IO/cR7tCkiIiJxQvGTU9SzTkTiXv7WIEUlYeYv9zPjhzKKS0N4PRYuUglFlh915DwJXshKdaSqNufYIYbMZPjvHJuffots270rnDjM8No3Nss3NqAyO/r/gMjQ11F7GMbuAx6XetaJQ2wgEHSuLhEREZH2TvGTY5SsE5G49dPicv7vnQIWLK8AY1Xv6ZVcBinJjp3v2D1cJHjiN5m0bx/Dvn0M/mDkm9frjrwXhw60mbHY5utl4A/YJPoic/yFwpDkiwyfDQQjr4MhCISgV0fDsUOhY4rB44qsFCXiKNt2rnutHefRpoiIiMQHxU+OUbJOROLSd7+UcfOjeYTDRJJ0NSV7SkrB4wGfd/uXRSOTQgO7Gc473NX4BrcjlUm6Sh6X4fBBhsMHtVKDRGphnHoyLCIiIhInFD85Q8k6EYk7tm3zr1e3YEcf+pjaVxkt2AoJPkhIAJdFcoKhc0c3gaAdTTr5gzZed6R3lz8IbsvGsiKv05Pg8CEujhpmVUtSiUgMs20IBJyrS0RERKS9U/zkGCXrRCTuLP8twOr1O3yJ7Kq3XHlF5AfokOPmsQmdm7F1IhITbIh0vXWoLhEREZH2TvGTY5SsE5G4U1gSavSxKUlaRFskLthh7PIyx+oSERERafcUPzlGyToRiTvdcjwYdnhY04D56A7dO7G5miUisSbU+MS+iIiISFxS/OQIJetEJO7kZLrZb0gis+dte+pjhyOrwdY2b902PTu7OW6Ec6vDikgMs8MQqHCuLhEREZH2TvGTY5SsawV5eXls2rSpyraKigq8Xm8rtUgk/lxxVibXPLCB9Zu2rVZUmbCrgcuCQ/dO4pLT0klK0DBYkbhg29iOBZs2tm0zZcqUartyc3MZPHiwM+dp5xQ/iYiIxDjFT45Rsq4VPPXUU9x9993VtmdnZ7dCa0TiU8cMN49O7MIHM4uYPreUsvIw/Xp6OXCPZLpku+mS5aa4LExRSZhOWW7SkpWkE4krtg2hoGN1BYNBxo8fX23XyJEj+fDDD505Tzun+ElERCTGKX5yjJJ1rWDChAmMGTOmyrZx48bpybBIC0tJshh7dDpjj06vdX/nrBZulIjECBs7UO5YXW63m+eff77antzcXIfO0f4pfhIREYl1ip+comRdK8jJySEnJ6fKNp/Ph2Wp546IiEhMcPjJsDGG0aNHO1NfnFL8JCIiEuMUPzlGyToRERGRndk2YX+pY3WJiIiItHuKnxyjZJ2IiIhINTaEHXoyTHwHmyIiIhIvFD85Rck6ERERkZ3YdhjboSfDth12pB4RERGRWKb4yTlK1omIiIjszLYJB0ocq0tERESk3VP85Bgl60RERER2ZtsQCjhXl4iIiEh7p/jJMUrWiYiIiOzMDhP2FztWl4iIiEi7p/jJMUrWiYiIiOzEtsOE/c4M44j3OVdEREQkPih+co6SdSIiIiLVhAkHihyrS0RERKT9U/zkFFNcXBzfA4FjROfOnQkEAuTm5rZ2U6QNCYVCALhcrlZuibRXusekucXiPbZgwQIAEr0dHKmvzL8Fr9fL5s2bHalPtlP8JI0Ri5870r7oHpPmFov3mOInZ6lnXYxISkqitLSUcLjp2eNQKMSWLVvo0KFDi//jba1zx+M1A6xYsQKAvn37tuh54/H9jsdrBt1juseaXyzfYyGcGcbh9XrJyMhwpC6pSvFT2z23Pnf037k9n1v3mO6x5hbL95jiJ2eoZ107tGDBAvbbbz/mzJnD4MGD4+Lc8XjNAPvssw8A3377bYueNx7f73i8ZtA9pnus+cXjPSaxKV7/DcbjZ148fu7E439n3WPx8X7H4zVDfN5j8cZq7QaIiIiIiIiIiIhIhJJ1IiIiIiIiIiIiMULJOhERERERERERkRihZJ2IiIiIiIiIiEiMULKuHerYsSM33HADHTt2jJtzx+M1t6Z4fL/j8ZpbUzy+3/F4za0pHq9Z6hav/wbj8TOvtei/c8vSPRYf547Ha25N8XjNrUWrwYq0Ya21CpDED91j0tx0j4lIS9PnjjQ33WPS3HSPtX/qWSciIiIiIiIiIhIjlKwTERERERERERGJEUrWiYiIiIiIiIiIxAjNWSciIiIiIiIiIhIj1LNOREREREREREQkRihZJyIiIiIiIiIiEiOUrBMREREREREREYkRStaJiIiIiIiIiIjECCXrREREREREREREYoSSdSLtiN/v5/7772ffffclOzub3r17M3bsWL766qvWbpq0EY29hwoLC5k0aRJ77LEHWVlZ5Obmct555zFv3rwWarm0d7rHRKS5KH6SplL8JLFK91jbZYqLi+3WboSIVPXJJ58wZsyYOsvk5OSwfPny6O9lZWWMGjWK2bNnVyvrcrl49NFHOeeccxxvq7QN4XCY/v37c8ABB/Diiy/WWKax99DGjRs5+uijWbp0abV9iYmJvPLKKxx55JFNvwiJafW5x55++mmuuuqqOuvZd999mTZtWpVtusdEpD4UP4nTFD9Jc1P8JLVRzzqRGLRkyZIGHzNp0iRmz55NRkYGL7zwAhs2bGD+/PmcddZZhEIhrrzyyho/qCU+fPTRR2zYsKHOMo29hy677DKWLl1K9+7dmTJlChs3buTbb7/l6KOPpqysjPPPP58tW7Y016VJjKjPPdbYzyDdYyJSH4qfxGmKn6S5KX6S2ihZJxKDKj+Qb775ZoqLi2v82fGp8IYNG3j22WcBeOqppxgzZgzJycn06tWLJ598koMPPpiKigoefPDB1rgcaWXLli3j+uuvr7NMY++hn376iffeew+Xy8Wrr77K4YcfTmJiIgMHDuSVV16hf//+bN68maeffrq5Lk9iQH3uMdj+2fbUU0/V+tm281Nh3WMiUl+Kn8RJip+kuSl+krooWScSgyo/kAcNGlSv8u+//z4VFRUMGjSI448/vtr+q6++GoApU6Zg2xr5Hg9++OEHrrvuOo444giGDx9e5Y+TmjT2HnrjjTcAOProoxk6dGiVY3w+H3/6058AePvtt5t0PRJ7GnqPQcM/20D3mIjUn+InaSrFT9LcFD9JfSlZJxKDKj+QBw8eXK/yX375JQDHHHNMjfsPOeQQfD4f+fn5zJ8/35lGSkybOXMmjz/+OHPmzCEcDu+yfGPvoRkzZgCRQKAmldt//PFHtm7d2qBrkNjW0HssGAyycuVKLMtiwIAB9T6P7jERqS/FT9JUip+kuSl+kvpSsk4kxlRUVPDbb7+RkJDA8uXLOfnkk+natSvZ2dnsu+++3HXXXRQVFVU5pnKOlp2fmlTy+XzstttuVcpK+3bmmWcye/bs6M9FF11UZ/nG3kOLFy+u87hevXqRnp6ObdssW7aswdchsauh99iKFSsIBoP07duXd999l6OPPppOnTrRqVMnDj74YB599FH8fn+143SPiUh9KH4SJyh+kuam+Enqy93aDRCRqpYuXUo4HMbv93PaaadV2ffLL7/wyy+/8NprrzFlyhS6desGwK+//gpA165da623W7du/Pzzz9Gy0r5lZWWRlZUV/T07O7vO8o25h0pLS9m8eXN0X226du3K1q1bWb16NXvttVe9r0FiW0PvscoeL8uXL+f888+vsu/777/n+++/58033+T1118nPT0d0D0mIvWn+EmcoPhJmpviJ6kv9awTiTGVH8jhcJgRI0bw2WefsWnTJpYvX86DDz5IWloaixcv5ne/+1107ouSkhIAUlNTa603OTkZgOLi4ma+AmmLGnMP7XgvpaSk1Hpc5b7Kc0h82vGzbdSoUcyaNYv8/HwWLVrEbbfdhsfj4euvv+bKK6+MHqN7TETqS/GTtAbFT9LcFD/FLyXrRGJMUVERgwYNYtSoUbz77rvst99+JCQkkJOTw0UXXcR///tfjDHMnj2bjz76CIgM/QDweDy11uv1egEoKytr/ouQNqcx99COXe4r99Wkss7S0tImt1ParvLycgYNGsR5553Hyy+/zNChQ/H5fHTr1o1rrrmGxx57DIDXXnstOq+P7jERqS/FT9IaFD9Jc1P8FL+UrBOJMeeccw7ffPMNr7zyCj6fr9r+gw8+mKOOOgqADz74ACBarqb5CiqVl5cDdX9gS/xqzD20471UGazWpHJfTfezxI/rrruOb775hn/+858YY6rtHz9+fHRen8o/pHWPiUh9KX6S1qD4SZqb4qf4pWSdSBs0cuRIYHu36Mru9TtPnLyjyu7QdXWFlvjVmHtox3upruFBlXVWnkOkNjt/tukeExEnKX4Spyl+klig+Kl9UrJOpA2qnJS08mlIjx49AFi7dm2tx1Tuq2uSUYlfjbmHkpKSyMzMBGDNmjW1Hrdu3ToAunfv7khbpf2q/Gyr7IWge0xEnKT4SZym+EligeKn9knJOpEYEgqF+OSTT/jkk0/qfApSWFgIEP0Qruz6/PPPP9dYvqKiIrpc/IABA5xssrQTjb2HKl/XdtyqVauiT+369+/vWHulbSkuLo5+toVCoVrL7fzZBrrHRGTXFD9Ja1H8JM1J8VN8U7JOJIa4XC4uv/xyxowZwyuvvFJrua+//hqA4cOHA5F5WAA++eSTGst/+eWX+P1+MjMzGTp0qMOtlvagsfdQZbf7qVOn1nhc5fZhw4ZVCSAkvrhcLsaNG8eYMWP47LPPai03e/ZsAPbaa6/oNt1jIrIrip+ktSh+kuak+Cm+KVknEmNOPvlkAB555JEa57/48ccfef/997Esi9NPPx2AE044gYSEBH755ZfoxKI7euihhwA45ZRTsCz9s5fqGnsPnXrqqUAkSJ03b16VYwKBAI8//jgAp512WnM1XdqAxMREjjnmGADuvfdegsFgtTIffPABP/zwAykpKZxwwgnR7brHRKQ+FD9Ja1D8JM1J8VN807eOSIy57LLLSEpKYtmyZZx00knMnDmTkpIS8vPzefHFFznppJMIBoNccMEF0S7LOTk5XHjhhQBMmDCBKVOmUFpayqpVq7jkkkuYNm0aiYmJXH311a15aRLDGnsPDR06lFGjRhEKhRg3bhxffPEF5eXlLFy4kPHjx7Nw4UKys7OZMGFCa1yWxJBrr70WYwyzZs3ijDPO4Pvvv6esrIwNGzbw6KOP8vvf/x6A66+/noyMjOhxusdEpD4UP0lrUPwkzU3xU/wyxcXFdms3QkSqeuONN7joootqXQb+xBNP5N///jcJCQnRbeXl5YwePZpZs2ZVK+92u3nyySc544wzmq3NEtsmT57M3Xffzcknn8yLL75YY5nG3kObNm3i6KOPjs7JsqPk5GReffVVDjnkkKZfhMS0+txjjz76KBMnTsS2aw49LrzwQh588EGMMVW26x4TkfpQ/CROU/wkzU3xk9RGPetEYtCpp57K9OnTOeuss+jevTsej4eMjAwOPvhgnn76aV555ZUqgSZAQkIC7733HrfeeiuDBg0iMTGRrKwsTjjhBD766CMFmrJLjb2HOnbsyPTp07n66qvJzc3F5/ORk5PD2LFj+eKLLxQESNSf/vQnPv74Y0455RQ6deqE2+0mMzOTY445htdee42HHnqoWqAJusdEpH4UP0lrUPwkzU3xU3xSzzoREREREREREZEYoZ51IiIiIiIiIiIiMULJOhERERERERERkRihZJ2IiIiIiIiIiEiMULJOREREREREREQkRihZJyIiIiIiIiIiEiOUrBMREREREREREYkRStaJiIiIiIiIiIjECCXrREREREREREREYoSSdSIiIiIiIiIiIjFCyToREREREREREZEYoWSdiIiIiIiIiIhIjFCyTkREREREREREJEYoWSciIiIiIiIiIhIjlKwTERERERERERGJEUrWiYiIiIiIiIiIxAgl60RERERERERERGKEknUiIiLSai6++GJSUlLq/OnSpQuHHHIIf//73yktLW21tq5du5bhw4czfPhw/vWvfzXo2OOOO46UlBT+85//NFPrmuY///lP9P1+7LHHdln+gw8+ICUlhcGDB7dA6xqn8npWrVrV2k0RERERaRAl60RERCSmFRUVMXfuXG655RYOO+wwNm/e3CrtCAQCLFmyhCVLlpCfn98qbWgJd955J+vWrWvtZoiIiIjELSXrREREpNWNHDmS4uLiaj8FBQXMnz+fiRMnYlkWCxYs4C9/+UtrN7ddKyws1HssIiIi0oqUrBMREZGY5Xa76dWrFzfffDPnnnsuAK+//jolJSUt3pZevXpFk4g33XRTi5+/JaSkpADw5ptv8sknn7Rya0RERETik5J1IiIi0iacfvrpQGQ46tKlS1u5Ne1T//79GTt2LABXX3015eXlrdwiERERkfijZJ2IiIi0CV26dIm+DgQC1faXlpZy//33c+CBB9KpUyd69uzJUUcdxYsvvkgwGKyxzs2bNzNp0iT23ntvOnbsSFZWFsOHD+evf/0rW7durVZ+8ODBpKSkMH369Gr7pk2bxqmnnkrPnj3p2LEj++yzD/fdd1+NbQWYPHkyKSkpXHzxxTXuX7VqVXSRhNrafsstt7D33nuTnZ1N3759GTVqFO+++y62bdd4TH387W9/Iz09nRUrVnDPPfc06NjKBUMmT55c4/7p06fXuDBF5Xvx0EMPUVpayk033cSgQYPo2LEje++9N88++2y07JQpUzjqqKPo3LkzvXr1YvTo0Xz33Xd1tmvu3LmMGzeOXr16kZ2dzT777MNdd91VZw/NhQsXcvHFFzNw4ECysrLYfffd+f3vf8+PP/5YY/nKRUTmzp3LypUrGTt2LDk5ObW+FyIiIiK1cbd2A0RERETqY/369dHX3bt3r7Jv3bp1jBo1ikWLFkW3lZSU8PXXX/P111/zyiuv8Morr5CcnBzdv2rVKo455hjWrFlTpa4lS5bwj3/8g/fff5/PP/+c1NTUXbbt/vvv59Zbb62ybeHChdx22218/vnntSYLG2vBggWcdNJJVd6TsrIy8vLy+Pzzzxk/fjz/+te/cLlcDa67U6dOTJo0iWuuuYaHHnqIM888kwEDBjjZ/FqVl5dz4okn8s0330S3LVq0iCuuuIKioiKAKkOQi4uLmTZtGrNmzWLOnDn07du3Wp0ffPABN9xwQ5Wk6cKFC7nrrrt46623eO+998jOzq5yzOuvv85FF11U5ZhVq1axatUq3njjDf7xj39w0UUX1XgN69atY9y4cVqkQ0RERBpNPetERESkTXj77bcB2G+//ejcuXN0ezgc5txzz2XRokV069aNF154gfXr17NmzRqefvppsrKymDZtGpdffnmV+iZOnMiaNWvo2bMnr732GmvXruW3337jxRdfJDU1lUWLFvHUU0/tsl2fffZZNFF37LHH8tVXX5Gfn8/333/PGWecwRdffMHXX3/t2PtQUlLCmWeeyfr16xk4cCBvv/02GzduZOXKldx///0kJiby8ssvc8cddzT6HBMmTGCvvfbC7/dz1VVXOdb2XXnkkUdYs2YNb775Jps2bWLmzJkMHToUgFtvvZWbb76Zs846i19++YW1a9fyxBNP4PV6KS8vr/W/1cSJE+nRowdvvfUWGzduZMmSJfz1r3/F5XKxYMGCavfFvHnzmDBhAoFAgBNPPJGvv/6azZs38/PPP/OHP/wB27a56qqr+Oyzz2o83zXXXENCQgL//ve/WbFiBTfccIOzb5KIiIi0e0rWiYiISMyqqKhg8eLFTJo0iWeeeYakpCT+8Y9/VCkzZcoUvv76a7xeL2+//TZjxowhJSWF9PR0zjzzTN599118Ph+vvvoqP//8c/S4zz//HIAHHniA4447jrS0NDIyMjj55JOjvaZmz569yzZWDnM8+OCD+d///sewYcPw+Xz079+fZ555hiOOOMKhdyPi2WefZfny5WRmZvLBBx9w5JFHkpiYSMeOHbnkkkt46aWXAHj00UfZsGFDo85hWRYPPfQQlmXx5Zdf8vLLLzt5CbUqKCjg3//+N0cffTQJCQnsscce0f/egUCAgw46iCeffJIePXqQlpbG2WefzVlnnQVEekTWxOVyRYfOJiYm0qVLF66//nr+9re/AfDuu+8yb968aPnbb78dv9/PyJEjeeWVVxgyZAher5c+ffrwwAMPcPXVVwMwadKkGs+3efNm3nvvPU477TSys7OxLIXbIiIi0jCKHkRERKTVzZgxIzo/244/WVlZ7LXXXjzwwAPk5uby6aefsscee1Q59tVXXwXg97//PQMHDqxW99ChQznjjDOwbZt33303ut3j8QCR4aM7u+GGG1i2bBn/+te/6mz3hg0bogm9W2+9tdqwU2MMEydOrMc7UH+V13v11VdXG74JcPTRR3PIIYdQVlbGp59+2ujzDB8+nAkTJgBw4403smXLlkbXVV977bUXI0aMqLJtzz33jL6+4oorqh1Tub+4uLjGOs866yx69epVbfsll1xCnz59AHj//fcBKCws5KOPPgIiSVhjTLXjJk6cSHJyMj/88AO//vprtf3HH388PXv2rLEtIiIiIvWhZJ2IiIi0CatXr44mVXb0/fffA3DQQQfVeuzee+8NROYqq3TIIYcAcNlll3HPPfdU2ZeUlESnTp3o0KFDnW2q7KmXnp7OfvvtV2OZAw88kPT09Drrqa9AIBA9Z13Xu88++wBVr7cxbrnlFjp37szGjRtr7UnmpH79+lXblpCQEH2922671bm/Jscee2yN240xHHPMMQDMnz8fgB9//JFQKERycnKVJOGOkpKSogtk1PT+Dh8+vM72iIiIiOyKknUiIiLS6kaOHElxcXG1n6KiIhYsWMDEiRPx+/3ccccd1YZk5uXlAXDeeefV2DsvJSUlOu/axo0bo8fdd999DBkyhK1bt3LHHXewzz770KdPH8466yyef/75Wntq7Wjz5s0AdOvWrcZeWJV69OjR0LekRlu2bIkuenD44YfXer0PPPAAUPV6GyMtLY27774bgOeee65ew4KborK3Y2P316SuXm6VPe4KCgqA7fdSSUkJ6enptb6/lQtg1PT+7irBKyIiIrIrStaJiIhIzDLG0LNnT26++WZOPvlkAN54440qZUKhUL3r23HIa5cuXfjqq694+eWXOeOMM8jJyWHjxo288847XHrppQwZMoRp06bVWV/lfGR1JeqARq3KuuNKpJXC4XCD6igtLW3weXc2duxYDj/88OjCCk1Z2dbpVXHro6454yrfT7fbDTTsXoKa39/G/LcWERER2ZG7tRsgIiIiUh9HHHEEb731FqtWraqyPTMzk/Xr1zN9+nT22muvBtVpWRajR49m9OjRACxatIhPP/2UJ598kqVLl3L++eczf/58kpOTazy+cs64NWvWYNt2rUm71atXN6hdQI3zoWVkZGCMwbZtVq5cSceOHRtcb2P84x//YP/99+fnn3/mscceo3///o2qpzHvQ1OtWrWKIUOG1LoPoFOnTgBkZWUBMGjQoGjvOREREZGWpp51IiIi0iZ07twZqN6badiwYQBVVnrd2Zo1a5g7dy7r1q0DYMWKFTz00EPVFpAYMGAAl156KZ9//jmJiYls2rSpykqhOxs6dCjGGAoKCpgzZ06NZX744Yc6F2coLy+vcXtNQ04TEhKi87bVdb3Lly9n7ty55Ofn11qmIfr16xddBfWuu+7it99+q7N8RUVFjdtre4+a08cff1zj9nA4HN1XmeQdOnQoEHn/6uqV+NNPPzF37lz8fr/DrRURERFRsk5ERETaiMpeazsPDz3ppJMAePTRR2tc2bWsrIzjjz+eQw45JNpbasOGDdx0001ce+21LFq0qNoxXq8X27aBuoeeZmZmcvDBBwOR1WBrGkZ511131Xis1+sF4Lvvvqt2TQUFBTz22GM1Hld5vQ888ECNbcvLy+OQQw7hkEMO2WVSrSGuvfZacnNzKS4urvWaKueUmzVrVrV9K1as4JVXXnGsPfX1n//8p1pvTIDHH3+cVatW4fF4ou9pTk4OI0aMoKKigocffrjG+j777DMOPPBATjnllDqH2IqIiIg0liIMERERaRMSExOB7YsBVDrzzDPp378/CxYs4NBDD+WDDz5g48aNFBcXM336dEaNGsXy5csZMGAAJ5xwAgB77rlndIXWCy+8kJkzZ1JUVERJSQmzZ89m7NixlJeX07Fjx10OrZ04cSIAX375JWeccQY//fQTfr+f5cuXc8kll/D++++Tmppa7bjKoZkrV65kwoQJLF++nIqKCr7++mtGjx6Nx+MhKSmp2nF//OMfycrKYtq0aRx77LF88cUXbNmyhYKCAj788EOOO+44CgoKOPzww9ljjz0a9ibXwefz7XLhisprmjVrFn/5y19Ys2YNZWVlTJ06lZNPPpnu3bs71p76cLvdBINBRo8ezdSpUykvL2f9+vXcdddd3HjjjUBkNeCcnJzoMTfddBPGGCZPnswf//hHfvrpJ0pLS9mwYQPPPPMMZ599NgCXX355dK47EREREScpwhAREZE2oTKhUlJSwjfffMO+++4LRIaGvvTSS5x00kksWLCAsWPHVju2a9euvPTSS9HkSkJCApMnT+ayyy7jhx9+4Nhjj612TGJiIk8//TQ+n6/Odh1yyCHcfvvtTJo0iY8++oiPPvqoyv5DDz2Uvfbai3/84x9Vth977LEceOCBfPXVV7z22mu89tpr0X0pKSm8+eabjBs3rtpwzJycHF588UXOOOMMZs2axYknnlitTYMHD+bpp5+us92NceSRR3Laaafx+uuv17j/nHPO4YknnmDJkiU89thjVXoH5uTk8MYbbzBy5EjH21WbtLQ0brzxRq677jpOOeWUavuPPfZYbr755irbDjvsMO6++25uuOEGXnjhBV544YVqx5122mnRYcEiIiIiTlPPOhEREWkTBgwYEO0Nd8EFF1TZN2jQIGbPns21117LgAEDSExMJCEhgd13352//OUvzJkzhwEDBlQ55rzzzuP999/npJNOokuXLng8HhISEujfvz9/+MMfmDNnDkcddVS92nb11Vfz7rvvcuyxx5KZmYnP56N///5MmjSJt956q8YeWJZl8dZbb3HNNdfQu3dvPB4P2dnZnHrqqXz++eeMGDGi1vONHDmSb775hosvvpi+ffvi8/lITk5mr732YvLkyUyfPj26aILT7rnnHtLS0mrcl5KSwtSpU7nooovo2rUrHo+HLl268Lvf/Y4ZM/6/vTumYRAAwjB6TZhYSFgwgAEcEBzgggEvaICVCQFsSGJvDTTdSG94T8E/f7nkrmjb9pFNv0zTFMdxRN/3UVVVlGUZXdfFsiyx7/vXGDvPc5znGeM4RtM0URRF1HUdwzDEtm2xrquvrwDAY173fb//PQIAAAAAcFkHAAAAAGmIdQAAAACQhFgHAAAAAEmIdQAAAACQhFgHAAAAAEmIdQAAAACQhFgHAAAAAEmIdQAAAACQhFgHAAAAAEmIdQAAAACQhFgHAAAAAEmIdQAAAACQhFgHAAAAAEmIdQAAAACQhFgHAAAAAEl8ADyBLyNkeu3JAAAAAElFTkSuQmCC\n" }, "metadata": { "image/png": { @@ -195,10 +181,7 @@ "axes.format(ylabel='RFU')" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -217,7 +200,7 @@ { "data": { "text/plain": "Figure(nrows=1, ncols=1, refaspect=3, figwidth=6.3)", - "image/png": 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\n" + "image/png": 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\n" }, "metadata": { "image/png": { @@ -233,10 +216,7 @@ "residue_scatter(ax, hdxm)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -245,10 +225,7 @@ "Next we load a previous fit result to plot ΔG and ΔΔGs:" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -257,7 +234,7 @@ "outputs": [ { "data": { - "text/plain": "(0.6729072434656683, 1.009687711522762)" + "text/plain": "(0.3891798904093136, 0.712024122917819)" }, "execution_count": 7, "metadata": {}, @@ -269,10 +246,7 @@ "fitresult.mse_loss, fitresult.total_loss" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -285,10 +259,7 @@ "(resulting in peptide mean squared error) and subsequently reduced to residue level by weighted averaging." ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { @@ -298,7 +269,7 @@ { "data": { "text/plain": "Figure(nrows=1, ncols=2, refaspect=2.5, figwidth=6.3)", - "image/png": 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\n" + "image/png": 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\n" }, "metadata": { "image/png": { @@ -315,20 +286,37 @@ "cbar.set_label('Residue mean squared error')" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 9, + "outputs": [ + { + "data": { + "text/plain": "3" + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" } + ], + "source": [ + "cfg.plotting.peptide_mse_aspect" + ], + "metadata": { + "collapsed": false } }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "outputs": [ { "data": { - "text/plain": "Figure(nrows=1, ncols=2, refaspect=3.0, figwidth=6.3)", - "image/png": 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\n" + "text/plain": "Figure(nrows=1, ncols=2, refaspect=3, figwidth=6.3)", + "image/png": 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\n" }, "metadata": { "image/png": { @@ -345,10 +333,7 @@ "cbar.set_label('Residue mean squared error')" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -357,20 +342,17 @@ "Directly plotting ΔΔG values:" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 11, "outputs": [ { "data": { "text/plain": "Figure(nrows=1, ncols=1, refaspect=2.5, figwidth=6.3)", - "image/png": 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}, "metadata": { "image/png": { @@ -385,20 +367,17 @@ "fig, axes, cbars = ddG_scatter_figure(fitresult.output, reference=0)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 12, "outputs": [ { "data": { "text/plain": "Figure(nrows=1, ncols=1, refaspect=2.5, figwidth=6.3)", - "image/png": 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}, "metadata": { "image/png": { @@ -413,10 +392,7 @@ "fig, axes, cbars = ddG_scatter_figure(fitresult.output, reference=1)\n" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -425,25 +401,22 @@ "Using Panda's built-in plotting of dataframes:" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%% md\n" - } + "collapsed": false } }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 13, "outputs": [ { "data": { "text/plain": "Figure(nrows=1, ncols=1, refaspect=3, figwidth=6.3)", - "image/png": 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}, "metadata": { "image/png": { "width": 629, - "height": 244 + "height": 247 } }, "output_type": "display_data" @@ -451,14 +424,10 @@ ], "source": [ "fig, ax = pplt.subplots(width='160mm', aspect=3)\n", - "ax = fitresult.losses.plot(ax=ax)\n", - "\n" + "ax = fitresult.losses.plot(ax=ax)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } }, { @@ -472,38 +441,35 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 14, "outputs": [ { "data": { "text/plain": "Figure(nrows=2, ncols=1, refaspect=2.5, figwidth=6.3)", - "image/png": 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\n" }, "metadata": { "image/png": { "width": 629, - "height": 555 + "height": 550 } }, "output_type": "display_data" } ], "source": [ - "fig, axes, cbars = peptide_mse_figure(fitresult.get_peptide_mse(), aspect=2.5, ncols=1)\n" + "fig, axes, cbars = peptide_mse_figure(fitresult.get_peptide_mse(), aspect=2.5, ncols=1)" ], "metadata": { - "collapsed": false, - "pycharm": { - "name": "#%%\n" - } + "collapsed": false } } ], "metadata": { "kernelspec": { - "name": "conda-env-py38_lumen-py", + "name": "conda-env-py38_pyhdx_01-py", "language": "python", - "display_name": "Python [conda env:py38_lumen]" + "display_name": "Python [conda env:py38_pyhdx_01]" }, "language_info": { "codemirror_mode": { @@ -520,4 +486,4 @@ }, "nbformat": 4, "nbformat_minor": 0 -} \ No newline at end of file +} diff --git a/pyhdx/__init__.py b/pyhdx/__init__.py index 9f53bc15..27434f73 100644 --- a/pyhdx/__init__.py +++ b/pyhdx/__init__.py @@ -1,5 +1,4 @@ from .models import ( - PeptideMasterTable, HDXTimepoint, HDXMeasurement, Coverage, @@ -7,6 +6,7 @@ ) from .fileIO import read_dynamx from .fitting_torch import TorchFitResult, TorchFitResultSet +from .batch_processing import StateParser from ._version import get_versions try: diff --git a/pyhdx/batch_processing.py b/pyhdx/batch_processing.py index e0fe28f0..2aadc9b4 100644 --- a/pyhdx/batch_processing.py +++ b/pyhdx/batch_processing.py @@ -1,380 +1,148 @@ from __future__ import annotations -import warnings +import os +from dataclasses import dataclass +from functools import cached_property from io import StringIO -from functools import reduce from pathlib import Path -import os -import re -from typing import Union, Any, Optional - -from pyhdx import TorchFitResult -from pyhdx.models import PeptideMasterTable, HDXMeasurement, HDXMeasurementSet -from pyhdx.fileIO import read_dynamx, csv_to_dataframe, save_fitresult -from pyhdx.fitting import ( - fit_rates_half_time_interpolate, - fit_rates_weighted_average, - fit_gibbs_global, - fit_gibbs_global_batch, - RatesFitResult, - GenericFitResult, -) -from pyhdx.support import gen_subclasses -from pyhdx.config import cfg +from typing import Union, Literal -import param import pandas as pd -import numpy as np -import yaml + +from pyhdx.config import cfg +from pyhdx.fileIO import read_dynamx +from pyhdx.models import HDXMeasurement, HDXMeasurementSet +from pyhdx.process import correct_d_uptake, apply_control, filter_peptides time_factors = {"s": 1, "m": 60.0, "min": 60.0, "h": 3600, "d": 86400} temperature_offsets = {"c": 273.15, "celsius": 273.15, "k": 0, "kelvin": 0} -# todo add data filters in state spec? -# todo add proline, n_term options +@dataclass(frozen=True) +class DataFile(object): + + name: str + + format: Literal["DynamX"] + + filepath_or_buffer: Union[Path, StringIO] + + @cached_property + def data(self) -> pd.DataFrame: + if self.format == "DynamX": + data = read_dynamx(self.filepath_or_buffer) + else: + raise ValueError(f"Invalid format {self.format!r}") + + if isinstance(self.filepath_or_buffer, StringIO): + self.filepath_or_buffer.seek(0) + + return data + + class StateParser(object): """ Args: - state_spec: Dictionary with HDX-MS state specification. + hdx_spec: Dictionary with HDX-MS state specification. data_src: Optional data source with input data files. If not specified, current directory is used. Otherwise, either a data source path can be specified or data can be given as a dictionary, where keys are filenames and values are :class:`~io.StringIO` with file contents. - data_filters: Optional list of data filters to apply to the data. The filters are - applied after the FD controls are applied and should be implemented as functions - which take input data as a `:class:`~pandas.DataFrame` and returns the filtered - `:class:`~pandas.DataFrame` - """ def __init__( self, - state_spec: dict, - data_src: Union[os.PathLike[str], str, dict[str, StringIO], None], - data_filters: list = None, + hdx_spec: dict, + data_src: Union[os.PathLike[str], str, dict[str, DataFile], None], + # filter_kwargs: Optional[dict[str, Any]] = None, + # correction_kwargs: Optional[dict[str, Any]] = None, ) -> None: - self.state_spec = state_spec - data_src = data_src or "." + self.hdx_spec = hdx_spec + self.data_files: dict[str, DataFile] = {} + if isinstance(data_src, (os.PathLike, str)): - self.data_src = Path(data_src) + data_src = Path(data_src) or Path(".") + for name, spec in self.hdx_spec["data_files"].items(): + datafile = DataFile( + name=name, + filepath_or_buffer=data_src / spec["filename"], + **{k: v for k, v in spec.items() if k != "filename"}, + ) + self.data_files[name] = datafile + elif isinstance(data_src, dict): - self.data_src = data_src + self.data_files = data_src else: raise TypeError( f"Invalid data type {type(data_src)!r}, must be path or dict" ) - self.data_filters = data_filters or [] - - def load_data(self, *filenames: os.PathLike, reader="dynamx") -> pd.DataFrame: - if reader == "dynamx": - read_func = read_dynamx - else: - raise NotImplementedError("Only reading of dynamx files is implemented") - - if isinstance(self.data_src, Path): - input_files = [self.data_src / filename for filename in filenames] - df = read_func(*input_files) - else: - input_stringios = [ - self.data_src[Path(filename).name] for filename in filenames - ] - df = read_func(*input_stringios) - for io in input_stringios: - io.seek(0) - - return df - - @property - def hdxm_list(self) -> list[HDXMeasurement]: - hdxm_list = [] - for state in self.state_spec.keys(): - hdxm = self.load_hdxm(state, name=state) - hdxm_list.append(hdxm) - - return hdxm_list - def load_hdxmset(self) -> HDXMeasurementSet: - return HDXMeasurementSet(self.hdxm_list) + hdxm_list = [self.load_hdxm(state) for state in self.hdx_spec["states"].keys()] + return HDXMeasurementSet(hdxm_list) - def load_hdxm(self, state: str, **kwargs: Any) -> HDXMeasurement: - """Read a single protein state to :class:`~pyhdx.models.HDXMeasurement`. + def load_peptides(self, state: Union[str, int], peptides: str) -> pd.DataFrame: + state = self.states[state] if isinstance(state, int) else state + peptide_spec = self.hdx_spec["states"][state]["peptides"][peptides] + filter_fields = {"state", "exposure", "query", "dropna"} - Args: - state: Name of the protein state to read. - **kwargs: Additional keyword arguments passed to :class:`~pyhdx.models.HDXMeasurement`. - - Returns: - The requested :class:`~pyhdx.models.HDXMeasurement`. - - """ + df = self.data_files[peptide_spec["data_file"]].data + peptide_df = filter_peptides( + df, **{k: v for k, v in peptide_spec.items() if k in filter_fields} + ) - state_dict = self.state_spec[state] + return peptide_df - filenames = state_dict["filenames"] - df = self.load_data(*filenames) + # -> function as monkey patch dataset parser; OR perhaps add them to internal dict of loaders ? + def load_hdxm(self, state: Union[str, int]) -> HDXMeasurement: + state = self.states[state] if isinstance(state, int) else state + peptide_spec = self.hdx_spec["states"][state]["peptides"] + metadata = self.hdx_spec["states"][state]["metadata"] - pmt = PeptideMasterTable( - df, - drop_first=state_dict.get("drop_first", cfg.analysis.drop_first), - d_percentage=state_dict["d_percentage"], + peptides = self.load_peptides(state, "experiment") + fd_peptides = ( + self.load_peptides(state, "FD_control") + if "FD_control" in peptide_spec + else None + ) + nd_peptides = ( + self.load_peptides(state, "ND_control") + if "ND_control" in peptide_spec + else None ) - # Use a FD control for back exchange correction - if "FD_control" in state_dict: - control_state = state_dict["FD_control"]["state"] - exposure_value = state_dict["FD_control"]["exposure"]["value"] - exposure_units = state_dict["FD_control"]["exposure"]["unit"] - control_exposure = exposure_value * time_factors[exposure_units] - - if "ND_control" in state_dict: - # TODO need a function for reading value / unit blocks - nd_control_state = state_dict["ND_control"]["state"] - nd_exposure_value = state_dict["ND_control"]["exposure"]["value"] - nd_exposure_units = state_dict["ND_control"]["exposure"]["unit"] - nd_control_exposure = ( - nd_exposure_value * time_factors[nd_exposure_units] - ) - control_0 = (nd_control_state, nd_control_exposure) - else: - control_0 = None - - pmt.set_control( - control_1=(control_state, control_exposure), control_0=control_0 - ) - # Flat back exchange percentage for all peptides - elif "be_percent" in state_dict.keys(): - pmt.set_backexchange(state_dict["be_percent"]) - else: - raise ValueError("No valid back exchange control method specified") - - if "temperature" in state_dict: - temperature = state_dict["temperature"]["value"] - try: - t_offset = temperature_offsets[state_dict["temperature"]["unit"]] - except KeyError: - t_offset = temperature_offsets[ - state_dict["temperature"]["unit"].lower() - ] - - temperature += t_offset - else: - temperature = None - - pH = state_dict.get("pH", None) - sequence = state_dict.get("sequence", "") - c_term = state_dict.get("c_term") - n_term = state_dict.get("n_term", 1) - - if not (c_term or sequence): - raise ValueError("Must specify either 'c_term' or 'sequence'") - - state_data = pmt.get_state(state_dict["experiment"]["state"]) - if "exposure" in state_dict["experiment"]: - t_unit = state_dict["experiment"]["exposure"]["unit"] - times = ( - np.array(state_dict["experiment"]["exposure"]["values"]) - * time_factors[t_unit] + if fd_peptides is None and "be_percent" in metadata: + peptides = correct_d_uptake(peptides) + back_exchange = metadata["be_percent"] / 100.0 + peptides["rfu"] = peptides["uptake"] / ( + (1 - back_exchange) * peptides["ex_residues"] ) - else: - all_times = state_data["exposure"].unique() - times = all_times[np.nonzero(all_times)] - - t_set = set(times) # set of requested exposure times - d_set = set( - state_data["exposure"].unique() - ) # set of exposure times in the data - - # Check if all requested exposure times are present - if not t_set.issubset(d_set): - diff = t_set - d_set - raise ValueError( - f"The following requested exposure times were not found in the " - f"supplied data: {', '.join([str(e) for e in diff])}" - ) - - # Select only requested exposure times - state_data = state_data[state_data["exposure"].isin(times)] + peptides["uptake_corrected"] = peptides["uptake"] / (1 - back_exchange) + elif isinstance(fd_peptides, pd.DataFrame): + peptides = apply_control(peptides, fd_peptides, nd_peptides) + peptides = correct_d_uptake(peptides, drop_first=cfg.analysis.drop_first) - for flt in self.data_filters: - state_data = flt(state_data) - - if "name" not in kwargs: - kwargs["name"] = state - - hdxm = HDXMeasurement( - state_data, - temperature=temperature, - pH=pH, - sequence=sequence, - n_term=n_term, - c_term=c_term, - d_percentage=state_dict["d_percentage"], - **kwargs, - ) + global_metadata = self.hdx_spec.get("metadata", {}) + global_metadata.update(metadata) + hdxm = HDXMeasurement(peptides, name=state, **global_metadata) return hdxm - -process_functions = { - "csv_to_dataframe": csv_to_dataframe, - "fit_rates_half_time_interpolate": fit_rates_half_time_interpolate, - "fit_rates_weighted_average": fit_rates_weighted_average, - "fit_gibbs_global": fit_gibbs_global, -} - - -# task objects should be param -class Task(param.Parameterized): - ... - - scheduler_address = param.String(doc="Optional scheduler adress for dask task") - - cwd = param.ClassSelector(Path, doc="Path of the current working directory") - - -class LoadHDMeasurementSetTask(Task): - _type = "load_hdxm_set" - - state_file = param.String() # = string path - - out = param.ClassSelector(HDXMeasurementSet) - - def execute(self, *args, **kwargs): - state_spec = yaml.safe_load((self.cwd / self.state_file).read_text()) - parser = StateParser(state_spec, self.cwd, default_filters) - hdxm_set = parser.load_hdxmset() - - self.out = hdxm_set - - -class EstimateRates(Task): - _type = "estimate_rates" - - hdxm_set = param.ClassSelector(HDXMeasurementSet) - - select_state = param.String( - doc="If set, only use this state for creating initial guesses" - ) - - out = param.ClassSelector((RatesFitResult, GenericFitResult)) - - def execute(self, *args, **kwargs): - if self.select_state: # refactor to 'state' ? - hdxm = self.hdxm_set.get(self.select_state) - result = fit_rates_half_time_interpolate(hdxm) - else: - results = [] - for hdxm in self.hdxm_set: - r = fit_rates_half_time_interpolate(hdxm) - results.append(r) - result = RatesFitResult(results) - - self.out = result - - -# todo allow guesses from deltaG -class ProcessGuesses(Task): - _type = "create_guess" - - hdxm_set = param.ClassSelector(HDXMeasurementSet) - - select_state = param.String( - doc="If set, only use this state for creating initial guesses" - ) - - rates_df = param.ClassSelector(pd.DataFrame) - - out = param.ClassSelector((pd.Series, pd.DataFrame)) - - def execute(self, *args, **kwargs): - if self.select_state: - hdxm = self.hdxm_set.get(self.select_state) - if self.rates_df.columns.nlevels == 2: - rates_series = self.rates_df[(self.select_state, "rate")] - else: - rates_series = self.rates_df["rate"] - - guess = hdxm.guess_deltaG(rates_series) - - else: - rates = self.rates_df.xs("rate", level=-1, axis=1) - guess = self.hdxm_set.guess_deltaG(rates) - - self.out = guess - - -class FitGlobalBatch(Task): - _type = "fit_global_batch" - - hdxm_set = param.ClassSelector(HDXMeasurementSet) - - initial_guess = param.ClassSelector( - (pd.Series, pd.DataFrame), doc="Initial guesses for fits" - ) - - out = param.ClassSelector(TorchFitResult) - - def execute(self, *args, **kwargs): - result = fit_gibbs_global_batch(self.hdxm_set, self.initial_guess, **kwargs) - - self.out = result - - -class SaveFitResult(Task): - _type = "save_fit_result" - - fit_result = param.ClassSelector(TorchFitResult) - - output_dir = param.String() - - def execute(self, *args, **kwargs): - save_fitresult(self.cwd / self.output_dir, self.fit_result) - - -class JobParser(object): - """ """ - - cwd = param.ClassSelector(Path, doc="Path of the current working directory") - - def __init__(self, job_spec: dict, cwd: Optional[Path] = None): - self.job_spec = job_spec - self.cwd = cwd or Path().cwd() - - self.tasks = {} - self.task_classes = { - cls._type: cls - for cls in gen_subclasses(Task) - if getattr(cls, "_type", None) + @property + def correction_kwargs(self): + kwargs = { + "drop_first": cfg.analysis.drop_first, + "d_percentage": self.hdx_spec["metadata"].get("d_percentage", 100.0), } - def resolve_var(self, var_string: str) -> Any: - task_name, *attrs = var_string.split(".") + # todo: + # if 'corrections' in self.hdx_spec: + # ... - return reduce(getattr, attrs, self.tasks[task_name]) + return kwargs - def execute(self) -> None: - - for task_spec in self.job_spec["steps"]: - task_klass = self.task_classes[task_spec["task"]] - skip = {"args", "kwargs", "task"} - - resolved_params = {} - for par_name in task_spec.keys() - skip: - value = task_spec[par_name] - if isinstance(value, str): - m = re.findall(r"\$\((.*?)\)", value) - if m: - value = self.resolve_var(m[0]) - resolved_params[par_name] = value - task = task_klass(cwd=self.cwd, **resolved_params) - task.execute(*task_spec.get("args", []), **task_spec.get("kwargs", {})) - - self.tasks[task.name] = task - - -# todo configurable -default_filters = [lambda df: df.query("exposure > 0")] + @property + def states(self) -> list[str]: + return list(self.hdx_spec["states"].keys()) diff --git a/pyhdx/cli.py b/pyhdx/cli.py index d7f9ad4f..188e3a7e 100644 --- a/pyhdx/cli.py +++ b/pyhdx/cli.py @@ -10,25 +10,20 @@ app = typer.Typer() - @app.command() def serve( scheduler_address: Optional[str] = typer.Option( None, help="Address for dask scheduler to use" ), config: Optional[Path] = typer.Option( - None, - exists=True, - help="Optional PyHDX .yaml config file to use" - ) - + None, exists=True, help="Optional PyHDX .yaml config file to use" + ), ): """Launch the PyHDX web application""" from pyhdx.config import cfg from pyhdx.local_cluster import verify_cluster, default_cluster - if config is not None: conf = OmegaConf.create(config.read_text()) cfg.set_config(conf) @@ -43,7 +38,6 @@ def serve( return cfg.cluster.scheduler_address = scheduler_address - scheduler_address = cfg.cluster.scheduler_address if not verify_cluster(scheduler_address): # Start a new local cluster if none is found diff --git a/pyhdx/config.py b/pyhdx/config.py index 6ddec203..041c58f0 100644 --- a/pyhdx/config.py +++ b/pyhdx/config.py @@ -14,7 +14,6 @@ del get_versions - def reset_config(): """create a new config.yaml file in the user home dir/.pyhdx folder""" @@ -29,7 +28,6 @@ def reset_config(): # shutil.copy(current_dir / 'config.ini', config_file_path) - class Singleton(type): _instances: Dict[type, "Singleton"] = {} @@ -125,7 +123,7 @@ def valid_config() -> bool: # This will happen on conda-forge docker build. # When no config.yaml file is in home_dir / '.pyhdx', # ConfigurationSettings will use the hardcoded version (pyhdx/config.ini) - conf = OmegaConf.load(current_dir / 'config.yaml') + conf = OmegaConf.load(current_dir / "config.yaml") # (this is run twice due to import but should be OK since conf is singleton) else: conf = OmegaConf.load(config_file_path) diff --git a/pyhdx/fileIO.py b/pyhdx/fileIO.py index 10640471..8c12285e 100644 --- a/pyhdx/fileIO.py +++ b/pyhdx/fileIO.py @@ -1,10 +1,14 @@ +from __future__ import annotations + from pathlib import Path +from typing import Union, Literal, Tuple, List, TextIO + import torch as t import torch.nn as nn -import numpy as np -from numpy.lib.recfunctions import stack_arrays from io import StringIO, BytesIO import pandas as pd +from typing.io import IO + import pyhdx import yaml import json @@ -15,71 +19,51 @@ from importlib import import_module # Dtype of fields in peptide table data -PEPTIDE_DTYPES = {"start": int, "end": int, "_start": int, "_end": int} +PEPTIDE_DTYPES = {"start": int, "end": int, "stop": int, "_start": int, "_stop": int} -def read_dynamx(*file_paths, intervals=("inclusive", "inclusive"), time_unit="min"): - """ - Reads a dynamX .csv file and returns the data as a numpy structured array +def read_dynamx( + filepath_or_buffer: Union[Path[str], str, StringIO], + time_conversion: Tuple[Literal["h", "min", "s"], Literal["h", "min", "s"]] = ( + "min", + "s", + ), +) -> pd.DataFrame: - Parameters - ---------- - file_paths : :obj:`iterable` - File path of the .csv file or :class:`~io.StringIO` object - intervals : :obj:`tuple` - Format of how start and end intervals are specified. - time_unit : :obj:`str` - Time unit of the field 'exposure'. Options are 'h', 'min' or 's' + """ + Reads DynamX .csv files and returns the resulting peptide table as a pandas DataFrame. - Returns - ------- - full_df : :class:`~pandas.DataFrame` - Peptides as a pandas DataFrame + Args: + filepath_or_buffer: File path of the .csv file or :class:`~io.StringIO` object. + time_conversion: How to convert the time unit of the field 'exposure'. Format is ('', <'to'>). + Unit options are 'h', 'min' or 's'. + Returns: + Peptide table as a pandas DataFrame. """ - dfs = [] - for fpath in file_paths: - # names = [t[0] for t in CSV_DTYPE] - if isinstance(fpath, StringIO): - hdr = fpath.readline().strip("# \n\t") - fpath.seek(0) - else: - with open(fpath, "r") as f: - hdr = f.readline().strip("# \n\t") - - names = [name.lower().strip("\r\t\n") for name in hdr.split(",")] - df = pd.read_csv(fpath, header=0, names=names) - dfs.append(df) - - full_df = pd.concat(dfs, axis=0, ignore_index=True) - if intervals[0] == "inclusive": - start_correction = 0 - elif intervals[0] == "exclusive": - start_correction = 1 - else: - raise ValueError( - f"Invalid start interval value {intervals[0]}, must be 'inclusive' or 'exclusive'" - ) - if intervals[1] == "inclusive": - end_correction = 1 - elif intervals[1] == "exclusive": - end_correction = 0 + if isinstance(filepath_or_buffer, StringIO): + hdr = filepath_or_buffer.readline().strip("# \n\t") + filepath_or_buffer.seek(0) else: - raise ValueError( - f"Invalid start interval value {intervals[1]}, must be 'inclusive' or 'exclusive'" - ) + with open(filepath_or_buffer, "r") as f_obj: + hdr = f_obj.readline().strip("# \n\t") + + names = [name.lower().strip("\r\t\n") for name in hdr.split(",")] + df = pd.read_csv(filepath_or_buffer, header=0, names=names) - full_df["start"] += start_correction - full_df["end"] += end_correction + df.insert(df.columns.get_loc("end") + 1, "stop", df["end"] + 1) - t_conversion = {"h": 3600, "min": 60, "s": 1} - full_df["exposure"] *= t_conversion[time_unit] + time_lut = {"h": 3600, "min": 60, "s": 1} + time_factor = time_lut[time_conversion[0]] / time_lut[time_conversion[1]] - return full_df + df["exposure"] *= time_factor + df.columns = df.columns.str.replace(" ", "_") + + return df -def read_header(file_obj, comment="#"): +def read_header(file_obj: TextIO, comment: str = "#") -> List[str]: header = [] while True: @@ -93,7 +77,7 @@ def read_header(file_obj, comment="#"): def parse_header(filepath_or_buffer, comment="#"): - if isinstance(filepath_or_buffer, (StringIO, BytesIO)): + if isinstance(filepath_or_buffer, StringIO): header = read_header(filepath_or_buffer, comment=comment) filepath_or_buffer.seek(0) else: diff --git a/pyhdx/fitting.py b/pyhdx/fitting.py index 43f9541e..d141e28d 100644 --- a/pyhdx/fitting.py +++ b/pyhdx/fitting.py @@ -22,7 +22,7 @@ from pyhdx.fitting_torch import DeltaGFit, TorchFitResult from pyhdx.local_cluster import DummyClient from pyhdx.support import temporary_seed, pbar_decorator, multiindex_astype -from pyhdx.models import Protein, HDXMeasurementSet, HDXTimepoint, HDXMeasurement +from pyhdx.models import HDXMeasurementSet, HDXTimepoint, HDXMeasurement from pyhdx.config import cfg EmptyResult = namedtuple("EmptyResult", ["chi_squared", "params"]) @@ -236,21 +236,23 @@ def d_uptake_cost_func(x: np.ndarray, A: np.ndarray, b: np.ndarray, d: float) -> Value of the cost function """ - norm = np.mean((A.dot(x) - b)**2) - reg = d*np.mean(np.abs(np.diff(x))) + norm = np.mean((A.dot(x) - b) ** 2) + reg = d * np.mean(np.abs(np.diff(x))) return norm + reg def fit_d_uptake( - hdx_obj: Union[HDXMeasurement, HDXTimepoint], - guess: Optional[np.ndarray] = None, - r1: float = 1., - bounds: Union[Bounds, list[tuple[Optional[float], Optional[float]]], None, bool] = True, - repeats=10, - verbose=True, - client: Union[Client, Literal["worker_client"], DummyClient, None] = None - ) -> DUptakeFitResult: + hdx_obj: Union[HDXMeasurement, HDXTimepoint], + guess: Optional[np.ndarray] = None, + r1: float = 1.0, + bounds: Union[ + Bounds, list[tuple[Optional[float], Optional[float]]], None, bool + ] = True, + repeats=10, + verbose=True, + client: Union[Client, Literal["worker_client"], DummyClient, None] = None, +) -> DUptakeFitResult: """ Fit residue-level D-uptake to a HDX measurement of multiple timepoints or a single HDX timepoint. @@ -284,19 +286,21 @@ def fit_d_uptake( mse_arr = np.empty((Nt, repeats)) reg_arr = np.empty((Nt, repeats)) - pbar = tqdm(total=Nt*repeats, disable=not verbose) + pbar = tqdm(total=Nt * repeats, disable=not verbose) pbar_wrapper = pbar_decorator(pbar) for Ni, hdx_t in enumerate(iterable): X = hdx_t.X d_uptake = hdx_t.data["uptake_corrected"].values - pfunc = partial(_fit_single_d_update, X, d_uptake, guess=guess, r1=r1, bounds=bounds) + pfunc = partial( + _fit_single_d_update, X, d_uptake, guess=guess, r1=r1, bounds=bounds + ) if isinstance(client, DummyClient): pbar_func = pbar_wrapper(pfunc) else: pbar_func = pfunc - if client == 'worker_client': + if client == "worker_client": with worker_client() as c: futures = [c.submit(pbar_func, pure=False) for r in range(repeats)] results = c.gather(futures) @@ -309,7 +313,7 @@ def fit_d_uptake( mse_arr[Ni, r] = mse_loss reg_arr[Ni, r] = reg_loss - #futures = client.map(pbar_func) + # futures = client.map(pbar_func) # if client is None: # for d, model in zip(d_list, models): @@ -335,13 +339,13 @@ def fit_d_uptake( # # pbar.update() - metadata = {'r1': r1, 'repeats': repeats} + metadata = {"r1": r1, "repeats": repeats} result = DUptakeFitResult( result=out.squeeze(), mse_loss=mse_arr.squeeze(), reg_loss=reg_arr.squeeze(), hdx_obj=hdx_obj, - metadata=metadata + metadata=metadata, ) return result @@ -349,27 +353,32 @@ def fit_d_uptake( ... - def fit_single_d_update( - hdx_t: HDXTimepoint, - guess: Optional[np.ndarray] = None, - r1: float = 1., - bounds: Union[Bounds, list[tuple[Optional[float], Optional[float]]], None, bool] = True, - **kwargs: Any + hdx_t: HDXTimepoint, + guess: Optional[np.ndarray] = None, + r1: float = 1.0, + bounds: Union[ + Bounds, list[tuple[Optional[float], Optional[float]]], None, bool + ] = True, + **kwargs: Any, ) -> tuple[OptimizeResult, float, float]: X = hdx_t.X d_uptake = hdx_t.data["uptake_corrected"].values - return _fit_single_d_update(X, d_uptake, guess=guess, r1=r1, bounds=bounds, **kwargs) + return _fit_single_d_update( + X, d_uptake, guess=guess, r1=r1, bounds=bounds, **kwargs + ) def _fit_single_d_update( - X: np.ndarray, - d_uptake: np.ndarray, - guess: Optional[np.ndarray] = None, - r1: float = 1., - bounds: Union[Bounds, list[tuple[Optional[float], Optional[float]]], None, bool] = True, - **kwargs: Any + X: np.ndarray, + d_uptake: np.ndarray, + guess: Optional[np.ndarray] = None, + r1: float = 1.0, + bounds: Union[ + Bounds, list[tuple[Optional[float], Optional[float]]], None, bool + ] = True, + **kwargs: Any, ) -> tuple[OptimizeResult, float, float]: """ Fit residue-level D-uptake to a single HDX timepoint. @@ -397,15 +406,16 @@ def _fit_single_d_update( bounds = None args = (X, d_uptake, r1) - minimize_options = {'method': 'L-BFGS-B'} + minimize_options = {"method": "L-BFGS-B"} minimize_options.update(kwargs) x0 = guess or np.random.uniform(size=Nr) res = minimize(d_uptake_cost_func, x0, args=args, bounds=bounds, **minimize_options) - mse_loss = np.mean((X.dot(res.x) - d_uptake)**2) - reg_loss = r1*np.mean(np.abs(np.diff(res.x))) + mse_loss = np.mean((X.dot(res.x) - d_uptake) ** 2) + reg_loss = r1 * np.mean(np.abs(np.diff(res.x))) return res, mse_loss, reg_loss + def fit_rates(hdxm, method="wt_avg", **kwargs): """ Fit observed rates of exchange to HDX-MS data in `hdxm` @@ -1166,8 +1176,8 @@ def percentiles(self) -> pd.DataFrame: [ self.hdx_obj.timepoints, [f"percentile_{p:02}" for p in percentiles], - - ], names=['exposure', 'quantity'] + ], + names=["exposure", "quantity"], ) reshaped = perc.T.reshape(perc.shape[-1], -1) perc_df = pd.DataFrame(reshaped, columns=cols, index=self.r_number) @@ -1177,7 +1187,8 @@ def percentiles(self) -> pd.DataFrame: perc_df = pd.DataFrame( perc.T, columns=[f"percentile_{p:02}" for p in percentiles], - index=self.r_number) + index=self.r_number, + ) return perc_df @@ -1185,8 +1196,9 @@ def percentiles(self) -> pd.DataFrame: def means(self) -> pd.DataFrame: if isinstance(self.hdx_obj, HDXMeasurement): means = self.d_uptake.mean(axis=1) - cols = pd.MultiIndex.from_product([self.hdx_obj.timepoints, ["d_uptake"]], - names=['exposure', 'quantity']) + cols = pd.MultiIndex.from_product( + [self.hdx_obj.timepoints, ["d_uptake"]], names=["exposure", "quantity"] + ) means_df = pd.DataFrame(means.T, columns=cols, index=self.r_number) return means_df @@ -1200,12 +1212,16 @@ def means(self) -> pd.DataFrame: @property def output(self) -> Union[pd.Series, pd.DataFrame]: if isinstance(self.hdx_obj, HDXMeasurement): - combined = pd.concat([self.percentiles, self.means], axis=1).sort_index(axis=1, level=0) + combined = pd.concat([self.percentiles, self.means], axis=1).sort_index( + axis=1, level=0 + ) combined.columns = multiindex_astype(combined.columns, 0, "float") return combined elif isinstance(self.hdx_obj, HDXTimepoint): - combined = pd.concat([self.percentiles, self.means], axis=1).sort_index(axis=1, level=0) + combined = pd.concat([self.percentiles, self.means], axis=1).sort_index( + axis=1, level=0 + ) return combined @@ -1232,9 +1248,11 @@ class DUptakeFitResultSet(object): @property def output(self) -> pd.DataFrame: names = [result.hdx_obj.name for result in self.results] - combined_df = pd.concat([result.output for result in self.results], - axis=1, - keys=names, names=['state', 'exposure', 'quantity']) + combined_df = pd.concat( + [result.output for result in self.results], + axis=1, + keys=names, + names=["state", "exposure", "quantity"], + ) return combined_df - diff --git a/pyhdx/local_cluster.py b/pyhdx/local_cluster.py index 1608b31f..38ec41e5 100644 --- a/pyhdx/local_cluster.py +++ b/pyhdx/local_cluster.py @@ -13,10 +13,9 @@ from pyhdx.support import select_config - class DummyClient(object): """Object to use as dask Client-like object for doing local operations with - the dask Client API. + the dask Client API. """ @staticmethod @@ -92,7 +91,6 @@ def verify_cluster_async(scheduler_address, timeout="2s"): return False - def blocking_cluster(): """Start a dask LocalCluster and block until iterrupted""" parser = argparse.ArgumentParser(description="Start a new Dask local cluster") diff --git a/pyhdx/models.py b/pyhdx/models.py index c2be0201..5ce1035d 100644 --- a/pyhdx/models.py +++ b/pyhdx/models.py @@ -3,23 +3,23 @@ import os import textwrap import warnings -from functools import reduce, partial -from typing import Optional, Any, Union, Iterable +from functools import partial +from numbers import Number +from typing import Optional, Any, Union import numpy as np import numpy.typing as npt import pandas as pd import torch from hdxrate import k_int_from_sequence -from numpy.lib.recfunctions import append_fields from scipy import constants from scipy.constants import R from scipy.integrate import solve_ivp -import pyhdx from pyhdx.alignment import align_dataframes from pyhdx.fileIO import dataframe_to_file -from pyhdx.support import reduce_inter, fields_view +from pyhdx.process import verify_sequence, parse_temperature +from pyhdx.support import reduce_inter, dataframe_intersection, array_intersection from pyhdx.config import cfg @@ -213,287 +213,6 @@ def __mul__(self, other): return protein_wrapper(self.df.mul, other, metadata=self.metadata) -class PeptideMasterTable(object): - """ - Main peptide input object. - - The input :class:`~pandas.DataFrame` `data` must have the following - entries for each peptide: - - start: Residue number of the first amino acid in the peptide - end: Residue number of the last amino acid in the peptide (inclusive) - sequence: Amino acid sequence of the peptide (one letter code) - exposure: The time the sample was exposed to a deuterated solution. Units are seconds. - state: String describing to which state (experimental conditions) the peptide belongs - uptake: Number of deuteriums the peptide has taken up - - The following fields are added to the `data` array upon initialization: - - - `_start`: Unmodified copy of initial start field - - `_end`: Unmodified copy of initial end field - - `_sequence`: Unmodified copy of initial sequence - - `ex_residues`: Number of residues that undergo deuterium exchange. This number is calculated using the `drop_first`, - `ignore_prolines`, and `d_percentage` parameters. - - N-terminal residues which are removed because they are either within `drop_first` or they are N-terminal prolines are - marked with 'x' in the `sequence` field. Prolines which are removed because they are in the middle of a peptide are - marked with a lower case 'p' in the sequence field. - - The field `scores` is used in calculating exchange rates and can be set by either the `set_backexchange` or - `set_control` methods. - - Args: - data: Pandas dataframe with peptide entries - drop_first: Number of N-terminal amino acids to ignore - d_percentage: Percentage of deuterium in the labelling solution - ignore_prolines: Toggle ignoring of proline residues. Should always be set to ``True`` - sort: Set to ``True`` to sort the input. Sort order is 'start', 'end', 'sequence', 'exposure', 'state'. - remove_nan: Set to ``True`` to remove ``NaN`` entries in the 'uptake' column - - """ - - def __init__( - self, - data: pd.DataFrame, - drop_first: int = 1, - ignore_prolines: bool = True, - d_percentage: float = 100.0, - sort: bool = True, - remove_nan: bool = True, - ): - assert np.all( - data["start"] < data["end"] - ), "All `start` entries must be smaller than their `end` entries" - assert ( - 0 <= d_percentage <= 100.0 - ), "Deuteration percentage must be between 0 and 100" - d_percentage /= 100.0 - - self.data = data.copy().reset_index(drop=True) - self.data.index.name = "peptide_index" - - if remove_nan: - self.data = self.data.dropna(subset=["uptake"]) - if sort: - self.data = self.data.sort_values( - ["start", "end", "sequence", "state", "exposure"] - ) - - for col in ["start", "end", "sequence"]: - target = "_" + col - if target in self.data: - continue - else: - self.data[target] = self.data[col] - - # Convert sequence to upper case if not so already - self.data["sequence"] = self.data["sequence"].str.upper() - # Mark ignored prolines with lower case letters - if ignore_prolines: - self.data["sequence"] = [s.replace("P", "p") for s in self.data["sequence"]] - - # Find the total number of n terminal / c_terminal residues to remove - # Todo: edge cases such as pure prolines or overlap between c terminal prolines and drop_first section (issue 32) - n_term = np.array( - [ - len(seq) - len(seq[drop_first:].lstrip("p")) - for seq in self.data["sequence"] - ] - ) - c_term = np.array( - [len(seq) - len(seq.rstrip("p")) for seq in self.data["sequence"]] - ) - - # Mark removed n terminal residues with lower case x - self.data["sequence"] = [ - "x" * nt + s[nt:] for nt, s in zip(n_term, self.data["sequence"]) - ] - self.data["start"] += n_term - self.data["end"] -= c_term - - ex_residues = ( - np.array( - [len(s) - s.count("x") - s.count("p") for s in self.data["sequence"]] - ) - * d_percentage - ) - if "ex_residues" not in self.data: - self.data["ex_residues"] = ex_residues - - def __len__(self) -> int: - return self.data.shape[0] - - def get_state(self, state: str) -> pd.DataFrame: - """ - Returns entries in the table with state 'state' - Rows with `NaN` entries for 'uptake_corrected' are removed - - :param state: Name of the 'state' entries to select - - :return: Dataframe of peptides from specified 'state' - - """ - - if not isinstance(state, str): - raise TypeError(f"State must be type `str`, got {type(state)}") - data = self.data.query(f'state == "{state}"').copy() - if "uptake_corrected" in data.columns: - data.dropna(subset=["uptake_corrected"], inplace=True) - if len(data) == 0: - raise ValueError( - f"No data found for state {state!r}, options are: {', '.join(self.data['state'].unique())}" - ) - - return data - - def set_backexchange(self, back_exchange: float) -> None: - """ - Sets the normalized percentage of uptake through a fixed backexchange value for all peptides. - - :param back_exchange: Percentage of back exchange - - """ - - back_exchange /= 100 - rfu = self.data["uptake"] / ((1 - back_exchange) * self.data["ex_residues"]) - - uptake_corrected = self.data["uptake"] / (1 - back_exchange) - self.data["uptake_corrected"] = uptake_corrected - self.data["rfu"] = rfu - - def set_control( - self, - control_1: tuple[str, float], - control_0: Optional[tuple[str, float]] = None, - ): - """ - Apply a control dataset to this object. The column 'RFU' is added to the object by normalizing its uptake - value with respect to the control uptake value to one. - Optionally, ``control_zero`` can be specified which is a dataset whose uptake value will be used to zero - the uptake. - - Nonmatching peptides are set to NaN - - #todo insert math - - Parameters - ---------- - param: control_1: tuple with (`state`, `exposure`) for peptides to use for normalization (FD control) - param: control_0: tuple with (`state`, `exposure`) for peptides to use for zeroing uptake values (ND control) - - """ - - try: - fd_df = self.get_data(*control_1)[ - ["_start", "_end", "uptake", "uptake sd"] - ].set_index(["_start", "_end"], verify_integrity=True) - except ValueError as e: - raise ValueError("FD control has duplicate entries") from e - - if fd_df.size == 0: - raise ValueError( - f"No matching peptides with state {control_1[0]} and exposure {control_1[1]}" - ) - - try: - if control_0 is None: - nd_df = ( - self.get_data(*control_1) - .copy()[["_start", "_end", "uptake", "uptake sd"]] - .set_index(["_start", "_end"], verify_integrity=True) - ) - nd_df["uptake"] = 0 - nd_df["uptake sd"] = 0 - - else: - nd_df = self.get_data(*control_0)[ - ["_start", "_end", "uptake", "uptake sd"] - ].set_index(["_start", "_end"], verify_integrity=True) - if nd_df.size == 0: - raise ValueError( - f"No matching peptides with state {control_0[0]} and exposure {control_0[1]}" - ) - except ValueError as e: - raise ValueError("ND control has duplicate entries") from e - - self.data.set_index(["_start", "_end"], append=True, inplace=True) - self.data.reset_index(level=0, inplace=True) - - u = self.data["uptake"] - f = fd_df["uptake"] - n = nd_df["uptake"] - - u_sd = self.data["uptake sd"] - f_sd = fd_df["uptake sd"] - n_sd = nd_df["uptake sd"] - - self.data["rfu"] = (u - n) / (f - n) - self.data["rfu sd"] = np.sqrt( - (1 / (f - n)) ** 2 * u_sd**2 - + ((u - f) / (f - n) ** 2) ** 2 * n_sd**2 - + ((n - u) / (f - n) ** 2) ** 2 * f_sd**2 - ) - # TODO replace space with underscores - self.data["uptake_corrected"] = self.data["rfu"] * self.data["ex_residues"] - self.data["fd_uptake"] = f - self.data["nd_uptake"] = n - self.data["fd_uptake sd"] = f_sd - self.data["nd_uptake sd"] = n_sd - - self.data = self.data.set_index("peptide_index", append=True).reset_index( - level=[0, 1] - ) - - def select(self, **kwargs): - """ - Select data based on column values. - - Parameters - ---------- - kwargs: :obj:`dict` - Column name, value pairs to select - - Returns - ------- - output_data : :class:`~pandas.DataFrame` - DataFrame with selected peptides - - """ - masks = [self.data[k] == v for k, v in kwargs.items()] - m = np.logical_and.reduce(masks) - - return self.data[m] - - def get_data(self, state, exposure): - """ - Get all peptides matching `state` and `exposure`. - - Parameters - ---------- - state : :obj:`str` - Measurement state - exposure : :obj:`float` - Measurement exposure time - - Returns - ------- - output_data : :class:`~pandas.DataFrame` - DataFrame with selected peptides - """ - - return self.select(state=state, exposure=exposure) - - @property - def states(self): - """:class:`~numpy.ndarray` Array with unique states""" - return np.unique(self.data["state"]) - - @property - def exposures(self): - """:class:`~numpy.ndarray` Array with unique exposures""" - return np.unique(self.data["exposure"]) - - class Coverage(object): """ Object describing layout and coverage of peptides and generating the corresponding matrices. @@ -531,8 +250,7 @@ class Coverage(object): def __init__( self, data: pd.DataFrame, - weight_exponent: float = 1.0, - n_term: int = 1, + n_term: Optional[int] = None, c_term: Optional[int] = None, sequence: Optional[str] = None, ) -> None: @@ -541,72 +259,28 @@ def __init__( if field in data and len(np.unique(data["exposure"])) != 1: raise ValueError(f"Entries in field {field!r} must be unique") try: - self.data = data.sort_values(["start", "end"], axis=0) + self.data = data.sort_values(["_start", "_stop"], axis=0) except KeyError: - self.data = data.sort_values(["_start", "_end"], axis=0) + self.data = data.sort_values(["start", "stop"], axis=0) self.data.index.name = "peptide_id" # todo check these are the same as parent object peptide_id (todo make wide instead of instersection) - assert ( - weight_exponent > 0.0 - ), "Weighted averaging exponent value must be larger than zero" - self.weight_exponent = weight_exponent - - start = self.data["_start"].min() - end = self.data["_end"].max() - - if n_term: - start = min(start, n_term) - if sequence and c_term is None: - c_term = len(sequence) + n_term - 1 - if c_term: - if c_term + 1 < end: - raise ValueError( - "HDX data extends beyond c_term number, check 'sequence' or 'c_term'" - ) - end = c_term + 1 # c_term is inclusive, therefore plus one - - r_number = pd.RangeIndex( - start, end, name="r_number" - ) # r_number spanning the full protein range, not just the covered range - # Full sequence - _seq = pd.Series(index=r_number, dtype="U").fillna("X") # Full sequence - # Sequence with lower case letters for no coverage due to n_terminal residues or prolines - seq = pd.Series(index=r_number, dtype="U").fillna("X") - for idx in self.data.index[::-1]: - start, end = self.data.loc[idx, "_start"], self.data.loc[idx, "_end"] - - _seq.loc[start : end - 1] = list(self.data.loc[idx, "_sequence"]) - seq.loc[start : end - 1] = list( - self.data.loc[idx, "sequence"] - ) # = list(d['sequence']) - - if sequence: - for r, s1, s2 in zip(r_number, sequence, _seq): - if s2 != "X" and s1 != s2: - raise ValueError( - f"Mismatch in supplied sequence and peptides sequence at residue {r}, expected '{s2}', got '{s1}'" - ) - if len(sequence) != len(_seq): - raise ValueError( - "Invalid length of supplied sequence. Please check 'n_term' and 'c_term' parameters" - ) - _seq = list(sequence) + seq_full, seq_r = verify_sequence(data, sequence, n_term, c_term) # todo check if this is always correctly determined (n terminal residues usw) exchanges = [ - s.isupper() and (s != "X") for s in seq + s.isupper() and (s != "X") for s in seq_r ] # Boolean array True if residue exchanges, full length - coverage = seq != "X" # Boolean array for coverage + coverage = seq_r != "X" # Boolean array for coverage protein_df = pd.DataFrame( - {"sequence": _seq, "coverage": coverage, "exchanges": exchanges}, - index=r_number, + {"sequence": seq_full, "coverage": coverage, "exchanges": exchanges}, + index=seq_full.index, ) # Inclusive, exclusive interval of peptides coverage across the whole protein - self.interval = (np.min(self.data["start"]), np.max(self.data["end"])) + self.interval = (np.min(self.data["_start"]), np.max(self.data["_stop"])) self.protein = Protein(protein_df, index="r_number") - # matrix dimensions N_peptides N_residues, dtype for TF compatibility + # matrix dimensions N_peptides N_residues, dtype for PyTorch compatibility _exchanges = self["exchanges"] # Array only on covered part self.X = np.zeros( (len(self.data), self.interval[1] - self.interval[0]), dtype=int @@ -614,7 +288,7 @@ def __init__( self.Z = np.zeros_like(self.X, dtype=float) for row, idx in enumerate(self.data.index): # start, end are already corrected for drop_first parameter - start, end = self.data.loc[idx, "start"], self.data.loc[idx, "end"] + start, end = self.data.loc[idx, "_start"], self.data.loc[idx, "_stop"] i0, i1 = self.r_number.get_loc(start), self.r_number.get_loc(end - 1) # i0, i1 = np.searchsorted(self.r_number, (entry['start'], entry['end'])) self.X[row][i0 : i1 + 1] = 1 @@ -672,12 +346,12 @@ def percent_coverage(self) -> float: def redundancy(self) -> float: """Average redundancy of peptides in regions with at least 1 peptide""" x_coverage = self.X[:, self["coverage"]] - return np.mean(np.sum(x_coverage, axis=0)) + return float(np.mean(np.sum(x_coverage, axis=0))) @property def avg_peptide_length(self) -> float: """Average length of the peptides""" - return (self.data['end'] - self.data['start']).mean() + return (self.data["end"] - self.data["start"]).mean() @property def Np(self) -> int: @@ -706,7 +380,7 @@ def block_length(self) -> np.ndarray: along the `r_number` axis""" # indices are start and stop values of blocks - indices = np.sort(np.concatenate([self.data["start"], self.data["end"]])) + indices = np.sort(np.concatenate([self.data["_start"], self.data["_stop"]])) # indices of insertion into r_number vector gives us blocks with taking prolines into account. diffs = np.diff(np.searchsorted(self.r_number, indices)) @@ -714,14 +388,14 @@ def block_length(self) -> np.ndarray: return block_length @property - def X_norm(self): + def X_norm(self) -> np.ndarray: """:class:`~numpy.ndarray`: `X` coefficient matrix normalized column wise.""" return self.X / np.sum(self.X, axis=0)[np.newaxis, :] @property - def Z_norm(self): + def Z_norm(self) -> np.ndarray: """:class:`~numpy.ndarray`: `Z` coefficient matrix normalized column wise.""" - wts = self.Z**self.weight_exponent + wts = self.Z**cfg.analysis.weight_exponent with warnings.catch_warnings(): warnings.filterwarnings("ignore", category=RuntimeWarning) z_norm = wts / np.sum(wts, axis=0)[np.newaxis, :] @@ -740,21 +414,11 @@ def get_sections(self, gap_size: int = -1) -> list[tuple[int, int]]: """ - intervals = [(s, e) for s, e in zip(self.data["start"], self.data["end"])] + intervals = [(s, e) for s, e in zip(self.data["_start"], self.data["_stop"])] sections = reduce_inter(intervals, gap_size=gap_size) return sections - def __eq__(self, other: Coverage): - """Coverage objects are considered equal if both objects fully match between their start, end and sequence fields""" - assert isinstance(other, Coverage), "Other must be an instance of Coverage" - return ( - len(self.data) == len(other.data) - and np.all(self.data["start"] == other.data["start"]) - and np.all(self.data["end"] == other.data["end"]) - and np.all(self.data["sequence"] == other.data["sequence"]) - ) - class HDXMeasurement(object): """Main HDX data object. @@ -791,23 +455,17 @@ def __init__(self, data: pd.DataFrame, **metadata: Any): self.state = str(data["state"].iloc[0]) self.timepoints = np.sort(np.unique(data["exposure"])) + # todo sort happens twice now + data = data.sort_values(["start", "stop", "sequence", "exposure"]) + # Obtain the intersection of peptides per timepoint - data_list = [ - (data[data["exposure"] == exposure]).set_index(["_start", "_end"]) - for exposure in self.timepoints - ] - index_intersection = reduce(pd.Index.intersection, [d.index for d in data_list]) - intersected_data = [ - df.loc[index_intersection].reset_index() for df in data_list - ] + df_list = [(data[data["exposure"] == exposure]) for exposure in self.timepoints] + + intersected_data = dataframe_intersection(df_list, by=["start", "stop"]) cov_kwargs = { - kwarg: metadata.get(kwarg, default) - for kwarg, default in zip( - ["weight_exponent", "c_term", "n_term", "sequence"], [1.0, None, 1, ""] - ) + kwarg: metadata.get(kwarg) for kwarg in ["c_term", "n_term", "sequence"] } - self.peptides = [HDXTimepoint(df, **cov_kwargs) for df in intersected_data] # Create coverage object from the first time point (as all are now equal) @@ -818,7 +476,7 @@ def __init__(self, data: pd.DataFrame, **metadata: Any): self.coverage.protein["k_int"] = k_int self.data = pd.concat(intersected_data, axis=0, ignore_index=True).sort_values( - ["start", "end", "sequence", "exposure"] + ["start", "stop", "sequence", "exposure"] ) self.data["peptide_id"] = self.data.index % self.Np self.data.index.name = ( @@ -850,7 +508,7 @@ def __str__(self) -> str: Coverage Percentage: {self.coverage.percent_coverage:.2f} Average redundancy: {self.coverage.redundancy:.2f} Average peptide length: {self.coverage.avg_peptide_length:.2f} - Repeatability (mean std): {self.data['uptake sd'].mean():.2f} Da + Repeatability (mean std): {self.data['uptake_sd'].mean():.2f} Da Temperature: {self.temperature} K pH: {self.pH} """ @@ -871,6 +529,12 @@ def name(self) -> str: @property def temperature(self) -> Optional[float]: """Temperature of the H/D exchange reaction (K).""" + temperature = self.metadata.get("temperature") + if isinstance(temperature, (Number, type(None))): + return temperature + elif isinstance(temperature, dict): + return parse_temperature(**temperature) + return self.metadata.get("temperature", None) @property @@ -1599,28 +1263,6 @@ def hdx_intersection( return hdx_out -def array_intersection( - arrays: Iterable[np.ndarray], fields: Iterable[str] -) -> list[np.ndarray]: - """ - Find and return the intersecting entries in multiple arrays. - - Args: - arrays: Iterable of input structured arrays - fields: Iterable of fields to use to decide if entires are intersecting - - Returns: - selected: Output iterable of arrays with only intersecting entries. - """ - - intersection = reduce(np.intersect1d, [fields_view(d, fields) for d in arrays]) - selected = [ - elem[np.isin(fields_view(elem, fields), intersection)] for elem in arrays - ] - - return selected - - class PeptideUptakeModel(object): def __init__(self, sequence: list[str], temperature: float, pH: float) -> None: self.peptide = sequence[1:] # diff --git a/pyhdx/plot.py b/pyhdx/plot.py index 3b650718..37df5c68 100644 --- a/pyhdx/plot.py +++ b/pyhdx/plot.py @@ -77,15 +77,9 @@ def peptide_coverage_figure( ncols = figure_kwargs.pop("ncols", min(cfg.plotting.ncols, n_subplots)) nrows = figure_kwargs.pop("nrows", int(np.ceil(n_subplots / ncols))) - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) - cbar_width = ( - figure_kwargs.pop("cbar_width", cfg.plotting.cbar_width) / 25.4 - ) - aspect = figure_kwargs.pop( - "aspect", cfg.plotting.peptide_coverage_aspect - ) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 + cbar_width = figure_kwargs.pop("cbar_width", cfg.plotting.cbar_width) / 25.4 + aspect = figure_kwargs.pop("aspect", cfg.plotting.peptide_coverage_aspect) cmap = pplt.Colormap(cmap) norm = norm or pplt.Norm("linear", vmin=0, vmax=1) @@ -218,15 +212,9 @@ def residue_time_scatter_figure( n_subplots = hdxm.Nt ncols = figure_kwargs.pop("ncols", min(cfg.plotting.ncols, n_subplots)) nrows = figure_kwargs.pop("nrows", int(np.ceil(n_subplots / ncols))) - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) - aspect = figure_kwargs.pop( - "aspect", cfg.plotting.residue_scatter_aspect - ) - cbar_width = ( - figure_kwargs.pop("cbar_width", cfg.plotting.cbar_width) / 25.4 - ) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 + aspect = figure_kwargs.pop("aspect", cfg.plotting.residue_scatter_aspect) + cbar_width = figure_kwargs.pop("cbar_width", cfg.plotting.cbar_width) / 25.4 cmap = pplt.Colormap(cmap) # todo allow None as cmap norm = norm or pplt.Norm("linear", vmin=0, vmax=1) @@ -295,15 +283,9 @@ def residue_scatter_figure( nrows = figure_kwargs.pop( "nrows", int(np.ceil(n_subplots / ncols)) ) # todo disallow setting rows - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) - cbar_width = ( - figure_kwargs.pop("cbar_width", cfg.plotting.cbar_width) / 25.4 - ) - aspect = figure_kwargs.pop( - "aspect", cfg.plotting.residue_scatter_aspect - ) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 + cbar_width = figure_kwargs.pop("cbar_width", cfg.plotting.cbar_width) / 25.4 + aspect = figure_kwargs.pop("aspect", cfg.plotting.residue_scatter_aspect) cmap = pplt.Colormap(cmap) if norm is None: @@ -374,9 +356,7 @@ def dG_scatter_figure( n_subplots = len(protein_states) ncols = figure_kwargs.pop("ncols", min(cfg.plotting.ncols, n_subplots)) nrows = figure_kwargs.pop("nrows", int(np.ceil(n_subplots / ncols))) - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 aspect = figure_kwargs.pop("aspect", cfg.plotting.dG_aspect) sharey = figure_kwargs.pop("sharey", 1) @@ -470,9 +450,7 @@ def ddG_scatter_figure( n_subplots = len(protein_states) - 1 ncols = figure_kwargs.pop("ncols", min(cfg.plotting.ncols, n_subplots)) nrows = figure_kwargs.pop("nrows", int(np.ceil(n_subplots / ncols))) - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 aspect = figure_kwargs.pop("aspect", cfg.plotting.dG_aspect) sharey = figure_kwargs.pop("sharey", 1) @@ -537,10 +515,8 @@ def peptide_mse_figure( n_subplots = len(peptide_mse.columns.unique(level=0)) ncols = figure_kwargs.pop("ncols", min(cfg.plotting.ncols, n_subplots)) nrows = figure_kwargs.pop("nrows", int(np.ceil(n_subplots / ncols))) - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) - aspect = figure_kwargs.pop("aspect", cfg.plotting.peptide_mse_apsect) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 + aspect = figure_kwargs.pop("aspect", cfg.plotting.peptide_mse_aspect) cmap = cmap or CMAP_NORM_DEFAULTS["mse"][0] @@ -574,9 +550,7 @@ def peptide_mse_figure( def loss_figure(fit_result, **figure_kwargs): ncols = 1 nrows = 1 - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 aspect = figure_kwargs.pop( "aspect", cfg.plotting.loss_aspect ) # todo loss aspect also in config? @@ -705,13 +679,9 @@ def linear_bars( ncols = 1 nrows = len(hspace) + 1 - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 aspect = figure_kwargs.pop("aspect", cfg.plotting.linear_bars_aspect) - cbar_width = ( - figure_kwargs.pop("cbar_width", cfg.plotting.cbar_width) / 25.4 - ) + cbar_width = figure_kwargs.pop("cbar_width", cfg.plotting.cbar_width) / 25.4 fig, axes = pplt.subplots( nrows=nrows, ncols=ncols, aspect=aspect, width=figure_width, hspace=hspace @@ -830,12 +800,8 @@ def rainbowclouds_figure( ncols = 1 nrows = 1 - figure_width = ( - figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 - ) - aspect = figure_kwargs.pop( - "aspect", cfg.plotting.rainbowclouds_aspect - ) + figure_width = figure_kwargs.pop("width", cfg.plotting.page_width) / 25.4 + aspect = figure_kwargs.pop("aspect", cfg.plotting.rainbowclouds_aspect) fig, axes = pplt.subplots( nrows=nrows, ncols=ncols, width=figure_width, aspect=aspect, hspace=0 @@ -1159,7 +1125,7 @@ def __init__(self): "ddG": pplt.Norm("linear", -1e4, 1e4), "rfu": pplt.Norm("linear", 0, 1.0, clip=True), "drfu": pplt.Norm("linear", -0.5, 0.5, clip=True), - "d_uptake": pplt.Norm("linear", 0., 1., clip=True), + "d_uptake": pplt.Norm("linear", 0.0, 1.0, clip=True), "dd_uptake": pplt.Norm("linear", -0.5, 0.5, clip=True), "mse": None, "foldedness": foldedness_cmap, @@ -1177,7 +1143,7 @@ def __init__(self): "dG": set_bad(pplt.Colormap(tol_cmap("rainbow_PuRd")).reversed()), "ddG": set_bad(tol_cmap("PRGn").reversed()), "rfu": set_bad(pplt.Colormap(cc.cm.gouldian)), - "drfu": set_bad(pplt.Colormap(cc.cm.diverging_bwr_20_95_c54)), #=CET_D1A + "drfu": set_bad(pplt.Colormap(cc.cm.diverging_bwr_20_95_c54)), # =CET_D1A "d_uptake": set_bad(pplt.Colormap("Dense")), "dd_uptake": set_bad(pplt.Colormap(cc.cm.diverging_bwr_20_95_c54)), "mse": set_bad(pplt.Colormap("cividis"), color="#e3e3e3"), diff --git a/pyhdx/process.py b/pyhdx/process.py new file mode 100644 index 00000000..2d31a592 --- /dev/null +++ b/pyhdx/process.py @@ -0,0 +1,277 @@ +from __future__ import annotations + +from functools import reduce +from typing import Optional, Literal, Union + +import pandas as pd +import numpy as np + +from pyhdx.support import convert_time + + +def parse_temperature(value: float, unit: Literal["Celsius", "C", "Kelvin", "K"]): + temperature_offsets = {"c": 273.15, "celsius": 273.15, "k": 0, "kelvin": 0} + + return value + temperature_offsets[unit.lower()] + + +COLUMN_ORDER = [ + "start", + "end", + "stop", + "sequence", + "state", + "exposure", + "uptake_corrected", + "uptake", + "uptake sd", + "maxuptake", + "ex_residues", + "fd_uptake", + "fd_uptake_sd", + "nd_uptake", + "nd_uptake_sd", + "rfu", + "rfu_sd", +] + + +def sort_columns( + df: pd.DataFrame, column_order: Optional[list[str]] = None +) -> pd.DataFrame: + """ + Sorts columns in DataFrame by a given column order. Columns not in suplied order are appended to the end + of the dataframe. + + + Args: + df: DataFrame to sort. + column_order: Order of columns to use. If `None`, a default order is used. + + Returns: + The column-sorted DataFrame. + """ + + # https://stackoverflow.com/questions/41968732/set-order-of-columns-in-pandas-dataframe + column_order = column_order or COLUMN_ORDER + + columns_to_order = [col for col in column_order if col in df.columns] + new_columns = columns_to_order + [ + col for col in df.columns if col not in columns_to_order + ] + + return df[new_columns] + + +def apply_control( + experiment: pd.DataFrame, + fd_control: pd.DataFrame, + nd_control: Optional[pd.DataFrame] = None, + deepcopy: bool = False, +) -> pd.DataFrame: + if nd_control is None: + nd_control = fd_control[["start", "stop", "uptake", "uptake_sd"]].copy() + nd_control["uptake"] = 0 + nd_control["uptake_sd"] = 0 + + set_index = [ + d.set_index(["start", "stop"]) for d in [experiment, fd_control, nd_control] + ] + + index_intersection = reduce(pd.Index.intersection, (d.index for d in set_index)) + intersected = [df.loc[index_intersection] for df in set_index] + + # select out uptake (u; experiment), FD uptake (f) and ND uptake (n), as well as their sd's + u, f, n = ( + intersected[0]["uptake"], + intersected[1]["uptake"], + intersected[2]["uptake"], + ) + u_sd, f_sd, n_sd = ( + intersected[0]["uptake_sd"], + intersected[1]["uptake_sd"], + intersected[2]["uptake_sd"], + ) + + out_df = intersected[0].copy(deep=deepcopy) + out_df["rfu"] = (u - n) / (f - n) + out_df["rfu sd"] = np.sqrt( + (1 / (f - n)) ** 2 * u_sd**2 + + ((u - f) / (f - n) ** 2) ** 2 * n_sd**2 + + ((n - u) / (f - n) ** 2) ** 2 * f_sd**2 + ) + + out_df["fd_uptake"] = f + out_df["fd_uptake_sd"] = f_sd + out_df["nd_uptake"] = n + out_df["nd_uptake_sd"] = n_sd + + return sort_columns(out_df.reset_index()) + + +def correct_d_uptake( + peptides: pd.DataFrame, + drop_first: int = 1, + d_percentage: float = 100, + deepcopy: bool = False, +): + """ + Corrects for back exchange, percentage deuterium in solution and prolines. Adds the number of effective exchanging + residues as well as corrected deuterium uptake (requires the field 'rfu') + + Modified the 'sequence' field, where n_terminal non-exchanging residues are marked with 'x' and prolines with + lower case 'p'. Adds the fields '_start' and '_stop', which are the start and stop residue numbers for each peptide + minus non-exchanging residues. + + Args: + peptides: DataFrame with peptides + drop_first: Number of n-terminal residues to consider as fully back-exchanging. + d_percentage: Percentate deutrium in the exchange buffer. + deepcopy: Set to `True` to make a deep copy of the input DataFrame, otherwise a shallow copy is made. + + Returns: + + """ + + peptides = peptides.copy(deep=deepcopy) + + if not 0.0 <= d_percentage <= 100.0: + raise ValueError(f"Deuterium percentage must be 0-100, got {d_percentage}") + + peptides["_sequence"] = peptides["sequence"].copy() + peptides["sequence"] = [s.replace("P", "p") for s in peptides["sequence"]] + + # Find the total number of n terminal / c_terminal residues to remove + n_term = np.array( + [len(seq) - len(seq[drop_first:].lstrip("p")) for seq in peptides["sequence"]] + ) + + c_term = np.array([len(seq) - len(seq.rstrip("p")) for seq in peptides["sequence"]]) + + peptides["sequence"] = [ + "x" * nt + s[nt:] for nt, s in zip(n_term, peptides["sequence"]) + ] + peptides["_start"] = peptides["start"] + n_term + peptides["_stop"] = peptides["stop"] - c_term + + ex_residues = ( + np.array([len(s) - s.count("x") - s.count("p") for s in peptides["sequence"]]) + * d_percentage + / 100.0 + ) + + peptides["ex_residues"] = ex_residues + + if "rfu" in peptides: + peptides["uptake_corrected"] = peptides["rfu"] * ex_residues + + return peptides + + +def verify_sequence( + df: pd.DataFrame, + sequence: Optional[str] = None, + n_term: Optional[int] = None, + c_term: Optional[int] = None, +) -> tuple[pd.Series, pd.Series]: + """ + Verify if sequence information in the dataframe is compatible with an externally supplied sequence and/or the residue + numbers of the N terminal and C terminal residues. + + Args: + df: Peptide dataframe. Must have columnse 'start', 'stop' and 'sequence' + sequence: Sequence to check as FASTA string. + n_term: Optional residue number of N terminal residue. Can be negative to include purification tags. + c_term: Optional residue number of C terminal residue. + + Returns: + Tuple of pandas series with full and reconstructed (+ lower case prolines) + """ + + # TODO return single pd series + # Returns: + # Pandas Series with (reconstructed) sequence with residue numbers as index. + + n_term = n_term if n_term is not None else 1 + + if sequence is None and c_term is None: + raise ValueError("Must provide either 'c_term' or 'sequence'") + elif c_term is None: + c_term = len(sequence) + n_term - 1 + + r_number = pd.RangeIndex(n_term, c_term + 1, name="r_number") + + seq_full = pd.Series(index=r_number, dtype="U").fillna("X") + seq_reconstruct = pd.Series(index=r_number, dtype="U").fillna("X") + + # iterate over dataframe from C terminal peptides to N terminal peptides + # paste sequence information in pd.Series at the correct positions. + for idx in df.index[::-1]: + start, end = df.loc[idx, "start"], df.loc[idx, "stop"] + seq_full.loc[start : end - 1] = list(df.loc[idx, "_sequence"]) + seq_reconstruct.loc[start : end - 1] = list(df.loc[idx, "sequence"]) + + if sequence: + for r, s1, s2 in zip(r_number, sequence, seq_full): + if s2 != "X" and s1 != s2: + raise ValueError( + f"Mismatch in supplied sequence and peptides sequence at residue {r}, expected '{s2}', got '{s1}'" + ) + if len(sequence) != len(seq_full): + raise ValueError( + "Invalid length of supplied sequence. Please check 'n_term' and 'c_term' parameters" + ) + seq_full = pd.Series(index=r_number, data=list(sequence)) + + return seq_full, seq_reconstruct + + +def filter_peptides( + df: pd.DataFrame, + state: Optional[str] = None, + exposure: Union[dict, float, None] = None, + query: Optional[list[str]] = None, + dropna: bool = True, +) -> pd.DataFrame: + """ + Convenience function to filter a peptides DataFrame. + + Args: + df: Input :class:`pandas.DataFrame` + state: Name of protein state to select. + exposure: Exposure value(s) to select. Exposure is given as a :obj:`dict`, with keys "value" or "values" for + exposure value, and "unit" for the time unit. + query: Additional queries to pass to :meth:`pandas.DataFrame.query`. + dropna: Drop rows with NaN uptake entries. + + Example: + :: + + d = {"state", "SecB WT apo", "exposure": {"value": 0.167, "unit": "min"} + filtered_df = filter_peptides(df, **d) + + Returns: + + """ + + if state: + df = df[df["state"] == state] + + if isinstance(exposure, dict): + if values := exposure.get("values"): + values = convert_time(values, exposure.get("unit", "s"), "s") + df = df[df["exposure"].isin(values)] + elif value := exposure.get("value"): + value = convert_time(value, exposure.get("unit", "s"), "s") + df = df[df["exposure"] == value] + elif isinstance(exposure, float): + df = df[df["exposure"] == exposure] + + if query: + for q in query: + df = df.query(q) + + if dropna: + df = df.dropna(subset=["uptake"]) + + return df diff --git a/pyhdx/support.py b/pyhdx/support.py index 92a78840..0a22e16a 100644 --- a/pyhdx/support.py +++ b/pyhdx/support.py @@ -6,13 +6,14 @@ import re import warnings from collections import OrderedDict -from functools import wraps +from functools import wraps, reduce from io import StringIO from itertools import count, groupby from pathlib import Path -from typing import Iterable, Mapping, Any +from typing import Iterable, Mapping, Any, Literal, Union, TypeVar import numpy as np +import numpy.typing as npt import pandas as pd import typer from skimage.filters import threshold_multiotsu @@ -20,6 +21,32 @@ from pyhdx.config import cfg +def dataframe_intersection( + dataframes: list[pd.DataFrame], by: Union[list, str] +) -> list[pd.DataFrame]: + set_index = [d.set_index(by) for d in dataframes] + index_intersection = reduce(pd.Index.intersection, (d.index for d in set_index)) + intersected = [df.loc[index_intersection].reset_index() for df in set_index] + + return intersected + + +A = TypeVar("A", npt.ArrayLike, pd.Series, pd.DataFrame) + + +def convert_time( + values: A, src_unit: Literal["h", "min", "s"], target_unit: Literal["h", "min", "s"] +) -> A: + + time_lut = {"h": 3600.0, "min": 60.0, "s": 1.0} + time_factor = time_lut[src_unit] / time_lut[target_unit] + + if isinstance(values, list): + return [v * time_factor for v in values] + else: + return values * time_factor + + def make_tuple(item): if isinstance(item, list): return tuple(make_tuple(i) for i in item) @@ -85,12 +112,6 @@ def multiindex_apply_function( return new_index -# def multiindex_astype(index: pd.MultiIndex, level: int, dtype: str) -> pd.MultiIndex: -# -# new_index = multiindex_apply_function(index, level, "astype", args=[dtype]) -# return new_index - - def multiindex_set_categories( index: pd.MultiIndex, level: int, @@ -777,7 +798,7 @@ def select_config() -> None: for which config to use and subsequently loads it. """ - pyhdx_dir = Path().home() / '.pyhdx' + pyhdx_dir = Path().home() / ".pyhdx" config_options = list(pyhdx_dir.glob("*.yaml")) if len(config_options) > 1: @@ -797,6 +818,7 @@ def select_config() -> None: def pbar_decorator(pbar): """Wraps a progress bar around a function, updating the progress bar with each function call""" + def func_wrapper(func): @wraps(func) def wrapper(*args, **kwargs): @@ -805,4 +827,27 @@ def wrapper(*args, **kwargs): return result return wrapper + return func_wrapper + + +def array_intersection( + arrays: Iterable[np.ndarray], fields: Iterable[str] +) -> list[np.ndarray]: + """ + Find and return the intersecting entries in multiple arrays. + + Args: + arrays: Iterable of input structured arrays + fields: Iterable of fields to use to decide if entires are intersecting + + Returns: + selected: Output iterable of arrays with only intersecting entries. + """ + + intersection = reduce(np.intersect1d, [fields_view(d, fields) for d in arrays]) + selected = [ + elem[np.isin(fields_view(elem, fields), intersection)] for elem in arrays + ] + + return selected diff --git a/pyhdx/web/apps/pyhdx_app.yaml b/pyhdx/web/apps/pyhdx_app.yaml index e90c73ca..3072f637 100644 --- a/pyhdx/web/apps/pyhdx_app.yaml +++ b/pyhdx/web/apps/pyhdx_app.yaml @@ -706,6 +706,7 @@ modules: n_levels: 1 controllers: + - dev - global_settings - peptide_file_input - d_uptake_fit diff --git a/pyhdx/web/controllers.py b/pyhdx/web/controllers.py index cbf10050..a4124bbd 100644 --- a/pyhdx/web/controllers.py +++ b/pyhdx/web/controllers.py @@ -5,6 +5,7 @@ import uuid import zipfile from io import StringIO, BytesIO +from pathlib import Path from typing import Any import colorcet @@ -25,7 +26,7 @@ from skimage.filters import threshold_multiotsu import pyhdx -from pyhdx.batch_processing import StateParser +from pyhdx.batch_processing import StateParser, DataFile from pyhdx.config import cfg from pyhdx.fileIO import read_dynamx, csv_to_dataframe, dataframe_to_stringio from pyhdx.fitting import ( @@ -40,11 +41,12 @@ R1, R2, optimizer_defaults, - RatesFitResult, fit_d_uptake, DUptakeFitResultSet, + RatesFitResult, + fit_d_uptake, + DUptakeFitResultSet, ) from pyhdx.fitting_torch import TorchFitResultSet from pyhdx.models import ( - array_intersection, PeptideUptakeModel, ) from pyhdx.plot import ( @@ -54,12 +56,14 @@ rainbowclouds_figure, CMAP_NORM_DEFAULTS, ) +from pyhdx.process import verify_sequence, correct_d_uptake, filter_peptides from pyhdx.support import ( series_to_pymol, apply_cmap, multiindex_astype, multiindex_set_categories, clean_types, + array_intersection, ) from pyhdx.web.base import ControlPanel, DEFAULT_CLASS_COLORS from pyhdx.web.main_controllers import MainController @@ -71,9 +75,10 @@ from pyhdx._version import get_versions -__version__ = get_versions()["version"] +__version__ = get_versions()["version"] del get_versions + def blocking_function(duration): import time @@ -117,8 +122,6 @@ def make_dict(self): return widgets async def work_func(self): - print("start") - print(self.field) name = self.field # is indeed stored locally async with Client(cfg.cluster.scheduler_address, asynchronous=True) as client: futures = [] @@ -132,11 +135,6 @@ async def work_func(self): results = await asyncio.gather(*futures) result = pd.concat(results) - - print(result) - print(self.field) - print(name) - self.src.add_table("test_data", result) self.src.updated = True @@ -179,24 +177,25 @@ def _action_debug(self): views = self.views opts = self.opts - t = transforms['d_uptake_select'] + t = transforms["d_uptake_select"] df = t.get() print(t) print(df) - print('break') + input_ctrl = self.parent.control_panels["PeptideFileInputControl"] + print(input_ctrl.data_files) + print("break") - t_rfu = transforms['rfu_select'] + t_rfu = transforms["rfu_select"] df_rfu = t.get() print(t_rfu) print(df_rfu) def _action_test(self): - src = self.sources['metadata'] - d = src.get('user_settings') - print(d) + src = self.sources["metadata"] + d = src.get("user_settings") @property def _layout(self): @@ -246,7 +245,7 @@ class GlobalSettingsControl(ControlPanel): drop_first = param.Integer( default=cfg.analysis.drop_first, bounds=(0, None), - doc="Select the number of N-terminal residues to ignore." + doc="Select the number of N-terminal residues to ignore.", ) weight_exponent = param.Number( @@ -257,7 +256,7 @@ class GlobalSettingsControl(ControlPanel): def make_dict(self): widgets = self.generate_widgets() - widgets['config_download'] = pn.widgets.FileDownload( + widgets["config_download"] = pn.widgets.FileDownload( label="Download config file", callback=self.config_download_callback ) @@ -266,25 +265,23 @@ def make_dict(self): def config_download_callback(self) -> StringIO: # Generate and set filename timestamp = self.parent.session_time.strftime("%Y%m%d%H%M") - self.widgets[ - "config_download" - ].filename = f"PyHDX_config_{timestamp}.yaml" + self.widgets["config_download"].filename = f"PyHDX_config_{timestamp}.yaml" sio = StringIO() version_string = "# pyhdx configuration file " + __version__ + "\n\n" sio.write(version_string) - masked_conf = OmegaConf.masked_copy(cfg.conf, cfg.conf.keys() - {'server'}) + masked_conf = OmegaConf.masked_copy(cfg.conf, cfg.conf.keys() - {"server"}) OmegaConf.save(config=masked_conf, f=sio) sio.seek(0) return sio - @param.depends('drop_first', watch=True) + @param.depends("drop_first", watch=True) def _update_drop_first(self): cfg.analysis.drop_first = self.drop_first - @param.depends('weight_exponent', watch=True) + @param.depends("weight_exponent", watch=True) def _update_weight_exponent(self): cfg.analysis.weight_exponent = self.weight_exponent @@ -325,56 +322,66 @@ def __init__(self, parent: MainController, **params): super(HDXSpecInputBase, self).__init__(parent, **params) self.update_box() - # Dataframe with raw input data of current uploaded files - self._df = None - # Dictionary of accumulated filename: stringIO pairs of uploaded files - self.data_stringIO = {} + # Dictionary with input files + self.data_files: dict[str, DataFile] = {} + # Dictionary of accumulated HDX state specifications: self.state_spec = {} + # Dictionary of accumulated HDX data file specifications + self.data_spec = {} + + @property + def hdx_spec(self) -> dict[str, Any]: + return {"data_files": self.data_spec, "states": self.state_spec} @param.depends("input_files", watch=True) def _read_files(self) -> None: if self.input_files: - combined_df = read_dynamx( - *[ - StringIO(byte_content.decode("UTF-8")) - for byte_content in self.input_files - ] - ) - self._df = combined_df + self.data_files = { + name: DataFile( + name=name, + filepath_or_buffer=StringIO(byte_content.decode("UTF-8")), + format="DynamX", + ) + for name, byte_content in zip( + self.widgets["input_files"].filename, self.input_files + ) + } + + lens = [len(data_file.data) for data_file in self.data_files.values()] self.parent.logger.info( f'Loaded {len(self.input_files)} file{"s" if len(self.input_files) > 1 else ""} with a total ' - f"of {len(self._df)} peptides" + f"of {sum(lens)} peptides" ) - else: - self._df = None + self.data_files = {} def _action_load_datasets(self) -> None: """Load all specified HDX measurements""" if self.input_mode == "Manual": - state_spec = self.state_spec - data_src = self.data_stringIO + data_src = self.data_files elif self.input_mode == "Batch": - if self.state_spec: + if self.hdxm_list: self.parent.logger.info( "Cannot add data in batch after manually inputting data" ) return - state_spec = yaml.safe_load(self.batch_file.decode("UTF-8")) - self.param["hdxm_list"].objects = list(state_spec.keys()) + hdx_spec = yaml.safe_load(self.batch_file.decode("UTF-8")) - #store state spec for export - self.state_spec = state_spec + # Convert loaded data_files to data src with correct keys + data_src = {} + for data_file, data_file_spec in hdx_spec["data_files"].items(): + data_src[data_file] = self.data_files[data_file_spec["filename"]] - data_src = { - name: StringIO(byte_content.decode("UTF-8")) - for name, byte_content in zip( - self.widgets["input_files"].filename, self.input_files - ) - } + self.param["hdxm_list"].objects = list(hdx_spec.keys()) + + # store state spec for export + self.state_spec = hdx_spec["states"] + self.data_spec = hdx_spec["data_files"] + + self.param["hdxm_list"].objects = list(self.state_spec.keys()) # Disable input and changing config settings after loading data self.widgets["load_dataset_button"].disabled = True @@ -385,10 +392,10 @@ def _action_load_datasets(self) -> None: except KeyError: pass - parser = StateParser(state_spec, data_src=data_src) + parser = StateParser(self.hdx_spec, data_src=data_src) - for state in state_spec.keys(): - hdxm = parser.load_hdxm(state, name=state, **self.hdxm_kwargs) + for state in self.state_spec.keys(): + hdxm = parser.load_hdxm(state) self.src.add(hdxm, state) self.parent.logger.info( f"Loaded dataset {state} with experiment state {hdxm.state} " @@ -405,18 +412,9 @@ def spec_download_callback(self) -> StringIO: "download_spec_button" ].filename = f"PyHDX_state_spec_{timestamp}.yaml" - sio = self.parent.state_spec_callback() + sio = self.parent.hdx_spec_callback() return sio - @property - def hdxm_kwargs(self) -> dict[str, Any]: - kwargs = { - "drop_first": cfg.analysis.drop_first, - "weight_exponent": cfg.analysis.weight_exponent, - } - - return kwargs - class PeptideFileInputControl(HDXSpecInputBase): """ @@ -436,6 +434,8 @@ class PeptideFileInputControl(HDXSpecInputBase): objects=["FD Sample", "Flat percentage"], ) + fd_file = param.Selector(doc="File with FD control peptides") + fd_state = param.Selector(doc="State used to normalize uptake", label="FD State") fd_exposure = param.Selector( @@ -449,6 +449,8 @@ class PeptideFileInputControl(HDXSpecInputBase): label="Back exchange percentage", ) + exp_file = param.Selector(doc="File with experiment peptides") + exp_state = param.Selector( doc="State for selected experiment", label="Experiment State" ) @@ -540,8 +542,10 @@ def make_dict(self): "batch_file", "be_mode", "be_percent", + "fd_file", "fd_state", "fd_exposure", + "exp_file", "exp_state", "exp_exposures", "d_percentage", @@ -567,16 +571,18 @@ def _update_mode(self): if self.be_mode == "FD Sample": excluded |= {"be_percent"} elif self.be_mode == "Flat percentage": - excluded |= {"fd_state", "fd_exposure"} + excluded |= {"fd_file", "fd_state", "fd_exposure"} if self.input_mode == "Manual": excluded |= {"batch_file", "batch_file_label"} elif self.input_mode == "Batch": excluded |= { "be_mode", + "fd_file", "fd_state", "fd_exposure", "be_percent", + "exp_file", "exp_state", "exp_exposures", "drop_first", @@ -599,14 +605,24 @@ def _read_files(self): super()._read_files() self.c_term = 0 + self._update_fd_file() + self._update_exp_file() + self._update_fd_state() self._update_fd_exposure() + self._update_exp_state() self._update_exp_exposure() + def _update_fd_file(self): + objects = list(self.data_files.keys()) + self.param["fd_file"].objects = objects + self.fd_file = objects[0] + + @param.depends("fd_file", watch=True) def _update_fd_state(self): - if self._df is not None: - states = list(self._df["state"].unique()) + if self.data_files: + states = list(self.data_files[self.fd_file].data["state"].unique()) self.param["fd_state"].objects = states self.fd_state = states[0] else: @@ -614,8 +630,10 @@ def _update_fd_state(self): @param.depends("fd_state", watch=True) def _update_fd_exposure(self): - if self._df is not None: - fd_entries = self._df[self._df["state"] == self.fd_state] + if self.data_files: + df = self.data_files[self.fd_file].data + # Get peptides only which belong to selected state + fd_entries = df[df["state"] == self.fd_state] exposures = list(np.unique(fd_entries["exposure"])) else: exposures = [] @@ -623,18 +641,34 @@ def _update_fd_exposure(self): if exposures: self.fd_exposure = exposures[0] - @param.depends("fd_state", "fd_exposure", watch=True) + def _update_exp_file(self): + objects = list(self.data_files.keys()) + self.param["exp_file"].objects = objects + self.exp_file = objects[0] + + @param.depends("exp_file", "fd_state", "fd_exposure", watch=True) def _update_exp_state(self): - if self._df is not None: + if self.exp_file in self.data_files: + df = self.data_files[self.exp_file].data + # Booleans of data entries which are in the selected control + fd_df = self.data_files[self.fd_file].data control_bools = np.logical_and( - self._df["state"] == self.fd_state, - self._df["exposure"] == self.fd_exposure, + fd_df["state"] == self.fd_state, + fd_df["exposure"] == self.fd_exposure, ) - control_data = self._df[control_bools].to_records() - other_data = self._df[~control_bools].to_records() + # currently selected FD control peptides + control_data = fd_df[control_bools].to_records() + # if taking experimental data from the same file, remove control entries from DataFrame + if self.exp_file == self.fd_file: + other_data = fd_df[~control_bools].to_records() + # otherwise, take the full dataframe + else: + other_data = df.to_records() + + # TODO probably this can be replaced with dataframe_intersection now intersection = array_intersection( [control_data, other_data], fields=["start", "end"] ) # sequence? @@ -643,13 +677,19 @@ def _update_exp_state(self): states = [] self.param["exp_state"].objects = states - if states: - self.exp_state = states[0] if not self.exp_state else self.exp_state + + # todo probably its best to clear all child selectors and then redo everything + if self.exp_state in states: + self._update_exp_exposure() + + elif states: + self.exp_state = states[0] @param.depends("exp_state", watch=True) - def _update_exp_exposure(self): - if self._df is not None: - exp_entries = self._df[self._df["state"] == self.exp_state] + def _update_exp_exposure(self) -> None: + if self.exp_file in self.data_files: + df = self.data_files[self.exp_file].data + exp_entries = df[df["state"] == self.exp_state] exposures = list(np.unique(exp_entries["exposure"])) exposures.sort() else: @@ -658,6 +698,7 @@ def _update_exp_exposure(self): self.param["exp_exposures"].objects = exposures self.exp_exposures = [e for e in exposures if e != 0.0] + # Set default measurmenet name if not set already if ( not self.measurement_name or self.measurement_name in self.param["exp_state"].objects @@ -667,58 +708,68 @@ def _update_exp_exposure(self): if not self.c_term and exposures: self.c_term = int(np.max(exp_entries["end"])) - def _add_single_dataset_spec(self): - """Adds the spec of a single HDX Measurement to the `state_spec` dictionary""" - if self._df is None: + def _add_single_dataset_spec(self) -> None: + """Adds the specifications of a single HDX Measurement to the `state_spec` / `data_spec` dictionaries""" + if not self.data_files: self.parent.logger.info("No data loaded") return elif self.measurement_name in self.src.hdxm_objects.keys(): - self.parent.logger.info(f"Dataset name {self.measurement_name} already in use") + self.parent.logger.info( + f"Dataset name {self.measurement_name} already in use" + ) return - state_spec = { - "filenames": self.widgets["input_files"].filename, + metadata = {} + peptide_spec = {} + + exp_spec = { + "state": self.exp_state, + "exposure": {"values": self.exp_exposures, "unit": "s"}, } + peptide_spec["experiment"] = exp_spec + + df = self.data_files[self.exp_file].data + peptides = filter_peptides(df, **exp_spec) + corrected = correct_d_uptake( + peptides + ) # remove this step when _sequence field is removed + exp_spec["data_file"] = self.exp_file + try: + verify_sequence(corrected, self.sequence, self.n_term, self.c_term) + except ValueError as e: + self.parent.logger.info(f"Cannot add dataset: {e}") + return + + if Path(self.exp_file).stem not in self.data_files: + self.data_spec[Path(self.exp_file).stem] = { + "filename": self.exp_file, + "format": "DynamX", + } + if self.be_mode == "FD Sample": fd_spec = { + "data_file": self.fd_file, "state": self.fd_state, "exposure": {"value": self.fd_exposure, "unit": "s"}, } - state_spec["FD_control"] = fd_spec + peptide_spec["FD_control"] = fd_spec elif self.be_mode == "Flat percentage": - state_spec["be_percent"] = self.be_percent + metadata["be_percent"] = self.be_percent - exp_spec = { - "state": self.exp_state, - "exposure": {"values": self.exp_exposures, "unit": "s"}, - } - state_spec["experiment"] = exp_spec - - state_spec["pH"] = self.pH - state_spec["temperature"] = {"value": self.temperature, "unit": "K"} - state_spec["d_percentage"] = self.d_percentage - state_spec["n_term"] = self.n_term - state_spec["c_term"] = self.c_term + metadata["pH"] = self.pH + metadata["temperature"] = {"value": self.temperature, "unit": "K"} + metadata["d_percentage"] = self.d_percentage + metadata["n_term"] = self.n_term + metadata["c_term"] = self.c_term if self.sequence: - state_spec["sequence"] = self.sequence + metadata["sequence"] = self.sequence - ios = { - name: StringIO(byte_content.decode("UTF-8")) - for name, byte_content in zip( - self.widgets["input_files"].filename, self.input_files - ) + self.state_spec[self.measurement_name] = { + "peptides": peptide_spec, + "metadata": metadata, } - if overlap := self.data_stringIO.keys() & ios.keys(): - self.parent.logger.info( - f"Data files already loaded: {', '.join(overlap)}, overwriting" - ) - - self.data_stringIO.update(ios) - - - self.state_spec[self.measurement_name] = state_spec obj = self.param["hdxm_list"].objects or [] self.param["hdxm_list"].objects = obj + [self.measurement_name] @@ -1001,7 +1052,9 @@ def _add_single_dataset_spec(self): self.parent.logger.info("No data loaded") return elif self.measurement_name in self.src.hdxm_objects.keys(): - self.parent.logger.info(f"Dataset name {self.measurement_name} already in use") + self.parent.logger.info( + f"Dataset name {self.measurement_name} already in use" + ) return state_spec = { @@ -1065,15 +1118,10 @@ class DUptakeFitControl(PyHDXControlPanel): header = "D-Uptake fit" repeats = param.Integer( - default=25, - bounds=(1, 100), - doc="Number of fitting repeats" + default=25, bounds=(1, 100), doc="Number of fitting repeats" ) - bounds = param.Boolean( - default=True, - doc="Toggle to use bounds [0 - 1]" - ) + bounds = param.Boolean(default=True, doc="Toggle to use bounds [0 - 1]") r1 = param.Number( default=1, @@ -1095,7 +1143,8 @@ class DUptakeFitControl(PyHDXControlPanel): def make_dict(self): widgets = self.generate_widgets( - r1=pn.widgets.FloatInput, repeats=pn.widgets.IntInput, + r1=pn.widgets.FloatInput, + repeats=pn.widgets.IntInput, ) widgets["pbar"] = ASyncProgressBar() @@ -1108,7 +1157,9 @@ def _action_fit(self): return if self.fit_name in self._fit_names: - self.parent.logger.info(f"D-uptake fit with name {self._fit_names} already in use") + self.parent.logger.info( + f"D-uptake fit with name {self._fit_names} already in use" + ) return self._fit_names.append(self.fit_name) @@ -1116,15 +1167,15 @@ def _action_fit(self): self.param["do_fit"].constant = True self.widgets["do_fit"].loading = True - user_dict = self.sources['metadata'].get('user_settings') - user_dict['d_uptake_fit'][self.fit_name] = self.get_user_settings() + user_dict = self.sources["metadata"].get("user_settings") + user_dict["d_uptake_fit"][self.fit_name] = self.get_user_settings() async_execute(self._fit_d_uptake) def get_user_settings(self) -> dict: """ - Returns a dictionary with the current user settings. + Returns a dictionary with the current user settings. """ - keys = ['bounds', 'r1'] + keys = ["bounds", "r1"] d = {k: getattr(self, k) for k in keys} return d @@ -1141,7 +1192,14 @@ async def _fit_d_uptake(self): futures = [] for hdxm in self.src.hdxm_objects.values(): future = client.submit( - fit_d_uptake, hdxm, guess, self.r1, self.bounds, self.repeats, False, "worker_client" + fit_d_uptake, + hdxm, + guess, + self.r1, + self.bounds, + self.repeats, + False, + "worker_client", ) futures.append(future) @@ -1284,8 +1342,8 @@ def _action_fit(self): self.param["do_fit1"].constant = True self.widgets["do_fit1"].loading = True - user_dict = self.sources['metadata'].get('user_settings') - user_dict['initial_guess'][self.guess_name] = self.get_user_settings() + user_dict = self.sources["metadata"].get("user_settings") + user_dict["initial_guess"][self.guess_name] = self.get_user_settings() if self.fitting_model.lower() in ["association", "dissociation"]: loop = asyncio.get_running_loop() @@ -1337,9 +1395,9 @@ def get_user_settings(self) -> dict: Returns a dictionary with the current user settings. """ - d = {'fitting_model': self.fitting_model} + d = {"fitting_model": self.fitting_model} if self.fitting_model in ["association", "dissociation"]: - d['global_bounds'] = self.global_bounds + d["global_bounds"] = self.global_bounds if self.global_bounds: d["bounds"] = [self.lower_bound, self.upper_bound] else: @@ -1506,8 +1564,8 @@ def _action_fit(self): self._fit_names.append(self.fit_name) self.parent.logger.info("Started PyTorch fit") - user_dict = self.sources['metadata'].get('user_settings') - user_dict['dG_fit'][self.fit_name] = self.get_user_settings() + user_dict = self.sources["metadata"].get("user_settings") + user_dict["dG_fit"][self.fit_name] = self.get_user_settings() self._current_jobs += 1 # if self._current_jobs >= self._max_jobs: @@ -1630,17 +1688,14 @@ def fit_kwargs(self): def get_user_settings(self) -> dict: """ - Returns a dictionary with the current user settings. + Returns a dictionary with the current user settings. """ - d = { - 'initial_guess': self.initial_guess, - 'guess_mode': self.guess_mode - } + d = {"initial_guess": self.initial_guess, "guess_mode": self.guess_mode} - if self.guess_mode == 'One-to-many': - d['guess_state'] = self.guess_state - d['fit_mode'] = self.fit_mode + if self.guess_mode == "One-to-many": + d["guess_state"] = self.guess_state + d["fit_mode"] = self.fit_mode d.update(self.fit_kwargs) @@ -1706,8 +1761,8 @@ def _action_add_comparison(self): ) return - user_dict = self.sources['metadata'].get('user_settings') - user_dict['differential_HDX'][self.comparison_name] = self.get_user_settings() + user_dict = self.sources["metadata"].get("user_settings") + user_dict["differential_HDX"][self.comparison_name] = self.get_user_settings() # RFU only app has no dGs, if "ddG_fit_select" in self.transforms: @@ -1821,13 +1876,16 @@ def add_dd_uptake_comparison(self): if d_uptake_df is None: return - reference_d_uptake = d_uptake_df.xs(key=(self.reference_state, "d_uptake"), - level=[0, 2], axis=1) + reference_d_uptake = d_uptake_df.xs( + key=(self.reference_state, "d_uptake"), level=[0, 2], axis=1 + ) test_d_uptake = d_uptake_df.drop(self.reference_state, axis=1, level=0).xs( "d_uptake", level=2, axis=1 ) - dd_uptake = test_d_uptake.sub(reference_d_uptake, level="exposure").dropna(how="all", axis=1) + dd_uptake = test_d_uptake.sub(reference_d_uptake, level="exposure").dropna( + how="all", axis=1 + ) names = ["comparison_name", "comparison_state", "exposure", "quantity"] columns = pd.MultiIndex.from_tuples( @@ -1841,13 +1899,14 @@ def add_dd_uptake_comparison(self): def get_user_settings(self) -> dict: """ - Returns a dictionary with the current user settings. + Returns a dictionary with the current user settings. """ - - d = {'reference_state': self.reference_state} + + d = {"reference_state": self.reference_state} return d + class ColorTransformControl(PyHDXControlPanel): """ This controller allows users classify 'mapping' datasets and assign them colors. @@ -2079,7 +2138,10 @@ def _action_apply_colormap(self): opt.cmap = cmap opt.norm_scaled = norm # perhaps setter for norm such that externally it behaves as a rescaled thingy? - self.quantity_mapping[TABLE_INFO[self.quantity]["cmap_field"]] = (cmap, norm) + self.quantity_mapping[TABLE_INFO[self.quantity]["cmap_field"]] = ( + cmap, + norm, + ) self._user_cmaps[cmap.name] = cmap @param.depends("colormap", "values", "colors", watch=True) @@ -2491,7 +2553,7 @@ def make_dict(self): widgets["download_state_spec"] = pn.widgets.FileDownload( label="Download HDX spec", - callback=self.state_spec_callback, + callback=self.hdx_spec_callback, ) widgets["download_config"] = pn.widgets.FileDownload( @@ -2506,7 +2568,7 @@ def make_dict(self): widgets["download_log"] = pn.widgets.FileDownload( label="Download log", - callback = self.log_callback, + callback=self.log_callback, ) widget_order = [ @@ -2541,7 +2603,7 @@ def _table_updated(self): ext = ".csv" if self.export_format == "csv" else ".txt" self.widgets["export_tables"].filename = self.table + ext - #currently only r_number indexed tables are in TABLE_INFO + # currently only r_number indexed tables are in TABLE_INFO if self.table in TABLE_INFO: self.widgets["export_pml"].disabled = False self.widgets["export_colors"].disabled = False @@ -2605,20 +2667,18 @@ def color_export_callback(self): else: return None - def state_spec_callback(self) -> StringIO: + def hdx_spec_callback(self) -> StringIO: timestamp = self.parent.session_time.strftime("%Y%m%d%H%M") self.widgets[ "download_state_spec" ].filename = f"PyHDX_state_spec_{timestamp}.yaml" - sio = self.parent.state_spec_callback() + sio = self.parent.hdx_spec_callback() return sio def config_callback(self) -> StringIO: timestamp = self.parent.session_time.strftime("%Y%m%d%H%M") - self.widgets[ - "download_config" - ].filename = f"PyHDX_config_{timestamp}.yaml" + self.widgets["download_config"].filename = f"PyHDX_config_{timestamp}.yaml" sio = self.parent.config_callback() return sio @@ -2634,9 +2694,7 @@ def user_settings_callback(self) -> StringIO: def log_callback(self) -> StringIO: timestamp = self.parent.session_time.strftime("%Y%m%d%H%M") - self.widgets[ - "download_log" - ].filename = f"PyHDX_log_{timestamp}.txt" + self.widgets["download_log"].filename = f"PyHDX_log_{timestamp}.txt" sio = self.parent.log_callback() return sio @@ -2925,7 +2983,11 @@ def make_dict(self): return widgets def export_session_callback(self): - self.widgets["export_session"].filename = f"{self.parent.session_time.strftime('%Y%m%d_%H%M')}_PyHDX_session.zip" + self.widgets[ + "export_session" + ].filename = ( + f"{self.parent.session_time.strftime('%Y%m%d_%H%M')}_PyHDX_session.zip" + ) bio = BytesIO() with zipfile.ZipFile(bio, "w") as session_zip: # Write tables @@ -2934,7 +2996,7 @@ def export_session_callback(self): session_zip.writestr(name + ".csv", sio.getvalue()) # Write HDX measurement state specifications - if sio := self.parent.state_spec_callback(): + if sio := self.parent.hdx_spec_callback(): session_zip.writestr("PyHDX_state_spec.yaml", sio.read()) # Write config file diff --git a/pyhdx/web/main_controllers.py b/pyhdx/web/main_controllers.py index 1a7c434a..d512d892 100644 --- a/pyhdx/web/main_controllers.py +++ b/pyhdx/web/main_controllers.py @@ -117,12 +117,14 @@ def _get_file_header(self) -> str: """ s = f"# {pyhdx.VERSION_STRING} \n" - s += f"# {self.session_time.strftime('%Y/%m/%d %H:%M:%S')}" \ - f"({int(self.session_time.timestamp())})\n" + s += ( + f"# {self.session_time.strftime('%Y/%m/%d %H:%M:%S')}" + f"({int(self.session_time.timestamp())})\n" + ) return s - def state_spec_callback(self) -> Optional[StringIO]: + def hdx_spec_callback(self) -> Optional[StringIO]: """ Get a StringIO with input HDX measurement specifications. @@ -132,8 +134,8 @@ def state_spec_callback(self) -> Optional[StringIO]: if len(input_ctrls) == 1: input_ctrl = self.control_panels[list(input_ctrls)[0]] - s = yaml.dump(clean_types(input_ctrl.state_spec), sort_keys=False) - output = self._get_file_header() + "\n" + s + s = yaml.dump(clean_types(input_ctrl.hdx_spec), sort_keys=False) + output = self._get_file_header() + "\n" + s sio = StringIO(output) return sio @@ -146,7 +148,7 @@ def config_callback(self) -> StringIO: """ - masked_conf = OmegaConf.masked_copy(cfg.conf, cfg.conf.keys() - {'server'}) + masked_conf = OmegaConf.masked_copy(cfg.conf, cfg.conf.keys() - {"server"}) s = OmegaConf.to_yaml(masked_conf) output = self._get_file_header() + "\n" + s @@ -159,7 +161,7 @@ def user_settings_callback(self) -> StringIO: Get a StringIO with user settings. """ - user_dict = self.sources['metadata'].get('user_settings') + user_dict = self.sources["metadata"].get("user_settings") s = yaml.dump(clean_types(user_dict), sort_keys=False) output = self._get_file_header() + "\n" + s @@ -181,6 +183,7 @@ def log_callback(self) -> StringIO: return sio + # single amide slider only first? class PeptideController(MainController): diff --git a/pyhdx/web/serve.py b/pyhdx/web/serve.py index 2f3e938b..d576acd0 100644 --- a/pyhdx/web/serve.py +++ b/pyhdx/web/serve.py @@ -33,9 +33,7 @@ def run_apps(): log_root_dir = cfg.log_dir log_dir = log_root_dir / datetime.datetime.now().strftime("%Y%m%d") - log_dir.mkdir( - parents=True, exist_ok=True - ) + log_dir.mkdir(parents=True, exist_ok=True) root_log = logging.getLogger("pyhdx") root_log.setLevel(logging.DEBUG) diff --git a/pyhdx/web/sources.py b/pyhdx/web/sources.py index 5fb7dccf..a369e534 100644 --- a/pyhdx/web/sources.py +++ b/pyhdx/web/sources.py @@ -19,14 +19,13 @@ from pyhdx.web.utils import fix_multiindex_dtypes TABLE_INFO = { - 'rfu': {'cmap_field': 'rfu', 'cmap_opt': 'rfu_cmap'}, - 'd_uptake': {'cmap_field': 'd_uptake', 'cmap_opt': 'd_uptake_cmap'}, - 'dd_uptake': {'cmap_field': 'dd_uptake', 'cmap_opt': 'dd_uptake_cmap'}, - 'dG': {'cmap_field': 'dG', 'cmap_opt': 'dG_cmap'}, - 'drfu': {'cmap_field': 'drfu', 'cmap_opt': 'drfu_cmap'}, - 'ddG': {'cmap_field': 'ddG', 'cmap_opt': 'ddG_cmap'}, + "rfu": {"cmap_field": "rfu", "cmap_opt": "rfu_cmap"}, + "d_uptake": {"cmap_field": "d_uptake", "cmap_opt": "d_uptake_cmap"}, + "dd_uptake": {"cmap_field": "dd_uptake", "cmap_opt": "dd_uptake_cmap"}, + "dG": {"cmap_field": "dG", "cmap_opt": "dG_cmap"}, + "drfu": {"cmap_field": "drfu", "cmap_opt": "drfu_cmap"}, + "ddG": {"cmap_field": "ddG", "cmap_opt": "ddG_cmap"}, #'rfu': {'cmap_field': 'rfu', 'cmap_opt': 'rfu_cmap'}, - } @@ -332,8 +331,7 @@ def get_pdb(self, pdb_id): class DictSource(Source): """Source for (metadata) dictionaries""" - - _type = 'dict' + _type = "dict" _items = param.Dict({}) @@ -341,9 +339,11 @@ class DictSource(Source): def set(self, item: dict, name: Optional[str] = None): if not isinstance(item, dict): - raise TypeError(f"Invalid type of 'item', must be {dict!r}, got {type(item)!r}") + raise TypeError( + f"Invalid type of 'item', must be {dict!r}, got {type(item)!r}" + ) # self.make_room() - name = name or f"_item_{uuid.uuid4()}" # self.new_key() + name = name or f"_item_{uuid.uuid4()}" # self.new_key() self._items[name] = item self.hashes[name] = self.hash_item(item) @@ -361,7 +361,7 @@ def update(self) -> None: self.hashes = {key: self.hash_item(item) for key, item in self._items} self.updated = True - #todo does not match base object + # todo does not match base object def get(self, name: str) -> Optional[dict]: if name not in self._items: item = defaultdict(dict) @@ -369,4 +369,4 @@ def get(self, name: str) -> Optional[dict]: return item name = name or next(iter(self.keys())) - return self._items[name] \ No newline at end of file + return self._items[name] diff --git a/pyhdx/web/transforms.py b/pyhdx/web/transforms.py index 4c16e69e..f7d6b3e2 100644 --- a/pyhdx/web/transforms.py +++ b/pyhdx/web/transforms.py @@ -294,12 +294,11 @@ def transform(self) -> Union[pd.DataFrame, None]: kwargs = self.pd_kwargs # drop level bugged? https://github.com/pandas-dev/pandas/issues/6507 - if kwargs['key']: + if kwargs["key"]: return df.xs(**kwargs) else: return None - def _selector_changed(self, *events): # this sends multiple updated events as it triggers changes in other selectors for event in events: diff --git a/pyhdx/web/utils.py b/pyhdx/web/utils.py index f6befdbb..77bb77a9 100644 --- a/pyhdx/web/utils.py +++ b/pyhdx/web/utils.py @@ -65,16 +65,16 @@ def load_state(ctrl, state_spec, data_dir, name=None): file_input.d_percentage = state_spec["d_percentage"] file_input.temperature = ( - state_spec["temperature"]["value"] - + temperature_offsets[state_spec["temperature"]["unit"].lower()] + state_spec["temperature"]["value"] + + temperature_offsets[state_spec["temperature"]["unit"].lower()] ) file_input.pH = state_spec["pH"] - if 'n_term' in state_spec: + if "n_term" in state_spec: file_input.n_term = state_spec["n_term"] - if 'c_term' in state_spec: + if "c_term" in state_spec: file_input.c_term = state_spec["c_term"] - if 'sequence' in state_spec: + if "sequence" in state_spec: file_input.sequence = state_spec["sequence"] file_input.measurement_name = name or state_spec["state"] @@ -116,7 +116,14 @@ def load_state_rfu(ctrl, state_spec, data_dir, name=None): def fix_multiindex_dtypes(index: pd.MultiIndex) -> pd.MultiIndex: """Assigns correct dtypes to (column) multiindex""" for level, name in enumerate(index.names): - if name in ["state", "D_uptake_fit_ID", "guess_ID", "fit_ID", "comparison_name", "comparison_state"]: + if name in [ + "state", + "D_uptake_fit_ID", + "guess_ID", + "fit_ID", + "comparison_name", + "comparison_state", + ]: index = multiindex_astype(index, level, "category") categories = list(index.unique(level=level)) index = multiindex_set_categories(index, level, categories, ordered=True) diff --git a/pyhdx/web/views.py b/pyhdx/web/views.py index d85deec5..cecc8bf0 100644 --- a/pyhdx/web/views.py +++ b/pyhdx/web/views.py @@ -439,14 +439,13 @@ class hvErrorBarsAppView(hvView): "x", doc="Positions of the errorbars, x-values for vertical errorbars" ) - y = param.String( - "y", doc="Values of the samples, y-values for vertical errorbars" - ) + y = param.String("y", doc="Values of the samples, y-values for vertical errorbars") err_type = param.Selector( - default="size", objects=["size", "positions"], + default="size", + objects=["size", "positions"], doc="The type of error specified, errors are either given by a size as distance from 'y'" - "values, or as absolute positions" + "values, or as absolute positions", ) err = param.String(None, doc="Error values in both directions") @@ -476,20 +475,19 @@ def get_data(self): df = super().get_data() if df is None: return df - if self.err_type == 'size': + if self.err_type == "size": return df else: new_df = df[[self.value]] if self.err is not None: - raise ValueError("Must specify 'err_pos' and 'err_neg' with positional" - "errors") + raise ValueError( + "Must specify 'err_pos' and 'err_neg' with positional" "errors" + ) new_df[self.err_pos] = df[self.err_pos] - df[self.value] new_df[self.err_neg] = df[self.value] - df[self.err_neg] return new_df - - def get_plot(self): """ Dataframe df must have columns x0, y0, x1, y1 (in this order) for coordinates diff --git a/pyhdx/web/widgets.py b/pyhdx/web/widgets.py index f5669f03..0417d66e 100644 --- a/pyhdx/web/widgets.py +++ b/pyhdx/web/widgets.py @@ -229,6 +229,7 @@ def write(self, line): self.contents = line + self.contents self.object = self.header + self.contents + # todo should have a mixin making it a Viewable class ASyncProgressBar(param.Parameterized): completed = param.Integer(default=0, doc="Number of completed jobs") diff --git a/templates/01_load_secb_data.py b/templates/01_load_secb_data.py new file mode 100644 index 00000000..01effaa8 --- /dev/null +++ b/templates/01_load_secb_data.py @@ -0,0 +1,45 @@ +"""Load a HDX-MS dataset (peptide list with D-uptake per peptide, csv format)""" + +from pathlib import Path +import numpy as np +from pyhdx import read_dynamx, HDXMeasurement +from pyhdx.process import apply_control, correct_d_uptake, filter_peptides + +current_dir = Path(__file__).parent +output_dir = current_dir / "output" +output_dir.mkdir(exist_ok=True) +np.random.seed(43) + +fpath = current_dir.parent / "tests" / "test_data" / "input" / "ecSecB_apo.csv" + +# Load the full .csv file +df = read_dynamx(fpath) + +fd = {"state": "Full deuteration control", "exposure": {"value": 0.167, "unit": "min"}} + +# Filter out peptides for the full deuteration control +fd_df = filter_peptides(df, **fd) + +# filter out peptides for the experiment with state "SecB WT apo" +peptides = filter_peptides(df, state="SecB WT apo") + +# Apply FD control, returns only peptides in both FD control and experiment +peptides_control = apply_control(peptides, fd_df) + +# Correct for N-terminal back exchanging residues and deuterium percentage of the buffer +peptides_corrected = correct_d_uptake(peptides_control, drop_first=1, d_percentage=90.0) + +sequence = "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA" +temperature, pH = 273.15 + 30, 8.0 + +# Create HDX Measurement object with addtional experimental metadata (sequence, pH, temperature) +hdxm = HDXMeasurement( + peptides_corrected, sequence=sequence, pH=pH, temperature=temperature +) + + +# Output of general info such as if residues have coverage / exchange and intrinsic rate of exchange. +hdxm.coverage.protein.to_file(output_dir / "SecB_info.txt", fmt="pprint") + + +#%% diff --git a/templates/01_load_secb_data_template.py b/templates/01_load_secb_data_template.py deleted file mode 100644 index 30e95ffe..00000000 --- a/templates/01_load_secb_data_template.py +++ /dev/null @@ -1,25 +0,0 @@ -"""Load a HDX-MS dataset (peptide list with D-uptake per peptide, csv format)""" - -from pathlib import Path -import numpy as np -from pyhdx import PeptideMasterTable, read_dynamx, HDXMeasurement - -current_dir = Path(__file__).parent -output_dir = current_dir / "output" -output_dir.mkdir(exist_ok=True) -np.random.seed(43) - -fpath = current_dir.parent / "tests" / "test_data" / "input" / "ecSecB_apo.csv" -data = read_dynamx(fpath) - -pmt = PeptideMasterTable(data, drop_first=1, ignore_prolines=True, remove_nan=False) -pmt.set_control(("Full deuteration control", 0.167 * 60)) - -sequence = "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA" - -temperature, pH = 273.15 + 30, 8.0 -hdxm = HDXMeasurement( - pmt.get_state("SecB WT apo"), sequence=sequence, pH=pH, temperature=temperature -) - -hdxm.coverage.protein.to_file(output_dir / "SecB_info.txt", fmt="pprint") diff --git a/templates/01a_load_from_spec.py b/templates/01a_load_from_spec.py deleted file mode 100644 index 4ec24a2a..00000000 --- a/templates/01a_load_from_spec.py +++ /dev/null @@ -1,35 +0,0 @@ -"""Load a HDX-MS dataset from a .yaml spec file""" -# %% - -from pathlib import Path - -import numpy as np -import yaml - -from pyhdx.batch_processing import StateParser - -# %% - -current_dir = Path(__file__).parent -output_dir = current_dir / "output" -output_dir.mkdir(exist_ok=True) -np.random.seed(43) - -yaml_stream = Path(current_dir / "yaml_files" / "SecB.yaml").read_text() -state_spec = yaml.safe_load(yaml_stream) - -input_dir = current_dir.parent / "tests" / "test_data" / "input" - -#%% - -parser = StateParser(state_spec, input_dir) - -#%% - -hdxm = parser.load_hdxm('SecB_tetramer') -print(hdxm.timepoints) - -#%% - -hdxm = parser.load_hdxm('SecB_dimer') -print(hdxm) \ No newline at end of file diff --git a/templates/02_load_from_yaml.py b/templates/02_load_from_yaml.py new file mode 100644 index 00000000..6d18153a --- /dev/null +++ b/templates/02_load_from_yaml.py @@ -0,0 +1,39 @@ +"""Load a HDX-MS dataset from a .yaml HDX specification file""" +# %% +from pathlib import Path +import yaml + +from pyhdx.batch_processing import StateParser + +# %% + +current_dir = Path(__file__).parent +output_dir = current_dir / "output" +output_dir.mkdir(exist_ok=True) + +yaml_stream = Path(current_dir / "yaml_files" / "SecB.yaml").read_text() +hdx_spec = yaml.safe_load(yaml_stream) + +input_dir = current_dir.parent / "tests" / "test_data" / "input" + +#%% + +parser = StateParser(hdx_spec, input_dir) + +#%% +# Load an HDX measurement by state name +hdxm = parser.load_hdxm("SecB_tetramer") +print(hdxm.timepoints) + +#%% + +# Load an HDX measurement by index of states in the spec +hdxm = parser.load_hdxm(1) +print(hdxm) + +#%% + +# Load all HDX measurements as a HDX measurment set. +hdxm_set = parser.load_hdxmset() + +print(hdxm_set) diff --git a/templates/02_guesses_from_yaml.py b/templates/03_initial_guesses.py similarity index 87% rename from templates/02_guesses_from_yaml.py rename to templates/03_initial_guesses.py index ef4a0410..0ea8d699 100644 --- a/templates/02_guesses_from_yaml.py +++ b/templates/03_initial_guesses.py @@ -11,15 +11,14 @@ output_dir.mkdir(exist_ok=True) data_dir = current_dir.parent / "tests" / "test_data" / "input" yaml_stream = Path(current_dir / "yaml_files" / "SecB.yaml").read_text() -data_dict = yaml.safe_load(yaml_stream) +hdx_spec = yaml.safe_load(yaml_stream) # Requires local_cluster.py to be running (or other Dask client on default address in config) client = default_client() -parser = StateParser(data_dict, data_src=data_dir) -for name in data_dict.keys(): +parser = StateParser(hdx_spec, data_src=data_dir) +for name in hdx_spec["states"].keys(): print(name) - dic = data_dict[name] hdxm = parser.load_hdxm(name) # Save sequence info + intrinsic rates diff --git a/templates/03_SecB_fit_d_uptake.py b/templates/04_SecB_fit_d_uptake.py similarity index 69% rename from templates/03_SecB_fit_d_uptake.py rename to templates/04_SecB_fit_d_uptake.py index bf2eea92..d395aeec 100644 --- a/templates/03_SecB_fit_d_uptake.py +++ b/templates/04_SecB_fit_d_uptake.py @@ -1,9 +1,6 @@ # %% -from __future__ import annotations from pathlib import Path - -import numpy as np import yaml from pyhdx.batch_processing import StateParser @@ -14,22 +11,20 @@ current_dir = Path(__file__).parent output_dir = current_dir / "output" output_dir.mkdir(exist_ok=True) -np.random.seed(43) - yaml_stream = Path(current_dir / "yaml_files" / "SecB.yaml").read_text() -state_spec = yaml.safe_load(yaml_stream) - -input_dir = current_dir.parent / "tests" / "test_data" / "input" +hdx_spec = yaml.safe_load(yaml_stream) #%% -filters = [lambda df: df.query('exposure < 40.')] -parser = StateParser(state_spec, input_dir, data_filters=filters) +# Modify the HDX spec to Limit the data to < 40. seconds exposure +for state, state_spec in hdx_spec["states"].items(): + peptide_spec = state_spec["peptides"] + peptide_spec["experiment"]["query"] = ["exposure < 40."] +input_dir = current_dir.parent / "tests" / "test_data" / "input" +parser = StateParser(hdx_spec, input_dir) -#%% # load all hdx measurements, fit individually the D-uptake and then combine into one fit result hdxm_set = parser.load_hdxmset() - results = [] for hdxm in hdxm_set: result = fit_d_uptake(hdxm, repeats=2) @@ -41,4 +36,3 @@ fr = DUptakeFitResultSet(results) fr.output - diff --git a/templates/03_SecB_load_and_fit.py b/templates/05_SecB_fit_dG.py similarity index 56% rename from templates/03_SecB_load_and_fit.py rename to templates/05_SecB_fit_dG.py index e8348a95..29c178d0 100644 --- a/templates/03_SecB_load_and_fit.py +++ b/templates/05_SecB_fit_dG.py @@ -1,40 +1,35 @@ """Load SecB HDX-MS data and guesses, perform global fit of gibbs free energy, save results to directory""" #%% - from pathlib import Path -from pyhdx import PeptideMasterTable, read_dynamx, HDXMeasurement +from pyhdx.batch_processing import StateParser from pyhdx.fitting import fit_gibbs_global, fit_rates_weighted_average from pyhdx.fileIO import csv_to_dataframe, save_fitresult from pyhdx.local_cluster import default_client +import yaml #%% -guess = False - +guess = False # Set to True to redo initial guesses fit_kwargs = {"epochs": 10000, "lr": 1e4, "stop_loss": 1e-6} #%% -# Pycharm scientific mode -if "__file__" not in locals(): - __file__ = Path().cwd() / "templates" / "script.py" - current_dir = Path(__file__).parent output_dir = current_dir / "output" output_dir.mkdir(exist_ok=True) -test_data_dir = current_dir.parent / "tests" / "test_data" -input_dir = test_data_dir / "input" +yaml_stream = Path(current_dir / "yaml_files" / "SecB.yaml").read_text() +hdx_spec = yaml.safe_load(yaml_stream) #%% -# Load the data of two Dynamx files, and combine the result to one table -data = read_dynamx(input_dir / "ecSecB_apo.csv", input_dir / "ecSecB_dimer.csv") +input_dir = current_dir.parent / "tests" / "test_data" / "input" +parser = StateParser(hdx_spec, input_dir) + +#%% -pmt = PeptideMasterTable(data, drop_first=1, ignore_prolines=True, remove_nan=False) -pmt.set_control(("Full deuteration control", 0.167 * 60)) -temperature, pH = 273.15 + 30, 8.0 -hdxm = HDXMeasurement(pmt.get_state("SecB WT apo"), temperature=temperature, pH=pH) +hdxm = parser.load_hdxm("SecB_tetramer") +print(hdxm.timepoints) #%% @@ -43,7 +38,9 @@ wt_avg_result = fit_rates_weighted_average(hdxm, client=client) init_guess = wt_avg_result.output else: - init_guess = csv_to_dataframe(test_data_dir / "output" / "ecSecB_guess.csv") + init_guess = csv_to_dataframe( + current_dir.parent / "tests" / "test_data" / "output" / "ecSecB_guess.csv" + ) gibbs_guess = hdxm.guess_deltaG(init_guess["rate"]) diff --git a/templates/05_SecB_aligned_fit.py b/templates/07_SecB_aligned_fit.py similarity index 73% rename from templates/05_SecB_aligned_fit.py rename to templates/07_SecB_aligned_fit.py index 7cc605b0..74745eec 100644 --- a/templates/05_SecB_aligned_fit.py +++ b/templates/07_SecB_aligned_fit.py @@ -1,12 +1,14 @@ """Load two HDX-MS datasets and guesses and perform fitting in batch with a second regualizer and mock alignment""" from pathlib import Path + +from pyhdx.batch_processing import StateParser from pyhdx.fileIO import read_dynamx from pyhdx.models import PeptideMasterTable, HDXMeasurement, HDXMeasurementSet from pyhdx.fitting import fit_gibbs_global_batch_aligned from pyhdx.fileIO import csv_to_protein -from pyhdx.alignment import align_dataframes -import numpy as np +import yaml + mock_alignment = { "dimer": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVY--------------EVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGA----YCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA-----------------", @@ -16,20 +18,20 @@ current_dir = Path(__file__).parent output_dir = current_dir / "output" output_dir.mkdir(exist_ok=True) +yaml_stream = Path(current_dir / "yaml_files" / "SecB.yaml").read_text() +hdx_spec = yaml.safe_load(yaml_stream) + + test_data_dir = current_dir.parent / "tests" / "test_data" -input_dir = test_data_dir / "input" -data = read_dynamx(input_dir / "ecSecB_apo.csv", input_dir / "ecSecB_dimer.csv") +guess = csv_to_protein(test_data_dir / "output" / "ecSecB_guess.csv") -pmt = PeptideMasterTable(data) -pmt.set_control(("Full deuteration control", 0.167 * 60)) +input_dir = test_data_dir / "input" +parser = StateParser(hdx_spec, input_dir) -st1 = HDXMeasurement(pmt.get_state("SecB his dimer apo"), pH=8, temperature=273.15 + 30) -st2 = HDXMeasurement(pmt.get_state("SecB WT apo"), pH=8, temperature=273.15 + 30) -guess = csv_to_protein(test_data_dir / "output" / "ecSecB_guess.csv") +hdx_set = hdxm = parser.load_hdxmset() +gibbs_guess = hdx_set[0].guess_deltaG(guess["rate"]) -hdx_set = HDXMeasurementSet([st1, st2]) -gibbs_guess = hdx_set.guess_deltaG([guess["rate"], guess["rate"]]) hdx_set.add_alignment(list(mock_alignment.values())) result = fit_gibbs_global_batch_aligned(hdx_set, gibbs_guess, r1=2, r2=5, epochs=1000) diff --git a/templates/07_load_fitresult.py b/templates/08_load_fitresult.py similarity index 87% rename from templates/07_load_fitresult.py rename to templates/08_load_fitresult.py index d8c9567e..2865abe7 100644 --- a/templates/07_load_fitresult.py +++ b/templates/08_load_fitresult.py @@ -1,17 +1,14 @@ -"""Load a fit result from a a directory where a fit result was saved with save_fitresult""" +"""Load a fit result from a directory where a fit result was saved with save_fitresult""" from pyhdx.fileIO import load_fitresult from pathlib import Path import numpy as np import matplotlib.pyplot as plt -#%% -# for PyCharm scientific -__file__ = Path().cwd() / "templates" / "script.py" -__file__ - #%% current_dir = Path(__file__).parent +print(current_dir.parent / "tests" / "test_data" / "output" / "ecsecb_tetramer_dimer") + fit_result = load_fitresult( current_dir.parent / "tests" / "test_data" / "output" / "ecsecb_tetramer_dimer" ) @@ -20,7 +17,6 @@ mse_df = fit_result.get_peptide_mse() -#%% s = 0 # index of protein state to view p = 20 # index of the peptide to view diff --git a/templates/12_jobfiles.py b/templates/12_jobfiles.py deleted file mode 100644 index 775560fc..00000000 --- a/templates/12_jobfiles.py +++ /dev/null @@ -1,27 +0,0 @@ -""" -Execute a PyHDX data processing pipeline according to a yaml jobfile specification - - -""" - - -from pathlib import Path -from pyhdx.batch_processing import JobParser -import yaml - -#%% -# Pycharm scientific mode -if "__file__" not in locals(): - __file__ = Path().cwd() / "templates" / "script.py" - -current_dir = Path(__file__).parent -output_dir = current_dir / "output" -output_dir.mkdir(exist_ok=True) -test_data_dir = current_dir.parent / "tests" / "test_data" -input_dir = test_data_dir / "input" - -#%% - -job_spec = yaml.safe_load((input_dir / "jobfile.yaml").read_text()) -job_parser = JobParser(job_spec, cwd=input_dir) -job_parser.execute() diff --git a/templates/archive/README.md b/templates/archive/README.md new file mode 100644 index 00000000..4ff7c65c --- /dev/null +++ b/templates/archive/README.md @@ -0,0 +1,5 @@ +Archive +======= + + +This directory has old scripts which need to be updated and likely do not run out-of-the-box anymore. \ No newline at end of file diff --git a/templates/04_SecB_batch_fit_and_checkpoint.py b/templates/archive/SecB_batch_fit_and_checkpoint.py similarity index 100% rename from templates/04_SecB_batch_fit_and_checkpoint.py rename to templates/archive/SecB_batch_fit_and_checkpoint.py diff --git a/templates/08_fit_report_pdf.py b/templates/archive/fit_report_pdf.py similarity index 100% rename from templates/08_fit_report_pdf.py rename to templates/archive/fit_report_pdf.py diff --git a/templates/06_fitting_with_logs.py b/templates/archive/fitting_with_logs.py similarity index 100% rename from templates/06_fitting_with_logs.py rename to templates/archive/fitting_with_logs.py diff --git a/templates/10_individual_plots.py b/templates/archive/individual_plots.py similarity index 100% rename from templates/10_individual_plots.py rename to templates/archive/individual_plots.py diff --git a/templates/11_load_fitresult_web.py b/templates/archive/load_fitresult_web.py similarity index 88% rename from templates/11_load_fitresult_web.py rename to templates/archive/load_fitresult_web.py index 0bea728d..78b3270d 100644 --- a/templates/11_load_fitresult_web.py +++ b/templates/archive/load_fitresult_web.py @@ -1,4 +1,4 @@ -"""Load a fit result from a a directory directly ino the web interface""" +"""Load a fit result from a directory directly ino the web interface""" from pyhdx.fileIO import load_fitresult from pathlib import Path import numpy as np diff --git a/templates/09_plot_output.py b/templates/archive/plot_output.py similarity index 100% rename from templates/09_plot_output.py rename to templates/archive/plot_output.py diff --git a/templates/yaml_files/SecB.yaml b/templates/yaml_files/SecB.yaml index 524ad5bc..2ec4f33d 100644 --- a/templates/yaml_files/SecB.yaml +++ b/templates/yaml_files/SecB.yaml @@ -1,49 +1,64 @@ -SecB_tetramer: - filenames: - - ecSecB_apo.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'SecB WT apo' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: C - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar +data_files: + data_apo: + filename: ecSecB_apo.csv + format: DynamX -SecB_dimer: - filenames: - - ecSecB_apo.csv - - ecSecB_dimer.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'SecB his dimer apo' - exposure: - values: - - 0.167 - - 0.5 - - 1. - - 10. - - 100.000008 - unit: min - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: C - temperature_unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar \ No newline at end of file + data_dimer: + filename: ecSecB_dimer.csv + format: DynamX + +states: + SecB_tetramer: + peptides: + experiment: + data_file: data_apo + state: SecB WT apo + query: + - exposure != 0 + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: C + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar + + SecB_dimer: + peptides: + experiment: + data_file: data_dimer + state: 'SecB his dimer apo' + exposure: + values: + - 0.167 + - 0.5 + - 1. + - 10. + - 100.000008 + unit: min + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: C + temperature_unit: Celsius + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar \ No newline at end of file diff --git a/tests/gen_docs_example_result.py b/tests/gen_docs_example_result.py index 35fcebd0..e2ebc045 100644 --- a/tests/gen_docs_example_result.py +++ b/tests/gen_docs_example_result.py @@ -1,6 +1,6 @@ """Obtain ΔG for ecSecB tetramer and dimer""" from pathlib import Path -from pyhdx.batch_processing import yaml_to_hdxmset +from pyhdx.batch_processing import StateParser from pyhdx.fileIO import csv_to_dataframe, save_fitresult from pyhdx.fitting import fit_gibbs_global_batch import yaml @@ -12,7 +12,8 @@ yaml_dict = yaml.safe_load(Path(data_dir / "data_states.yaml").read_text()) -hdx_set = yaml_to_hdxmset(yaml_dict, data_dir=data_dir) +parser = StateParser(yaml_dict, data_dir) +hdx_set = parser.load_hdxmset() initial_guess_rates = csv_to_dataframe(output_dir / "ecSecB_guess.csv") diff --git a/tests/generate_test_fit_results.py b/tests/generate_test_fit_results.py index 35995fc6..4ca6e9a6 100644 --- a/tests/generate_test_fit_results.py +++ b/tests/generate_test_fit_results.py @@ -1,25 +1,27 @@ +from pathlib import Path + +import numpy as np +import pandas as pd +import torch +import yaml + +from pyhdx import HDXMeasurement +from pyhdx.batch_processing import StateParser from pyhdx.fileIO import ( read_dynamx, save_fitresult, dataframe_to_file, csv_to_dataframe, ) -from pyhdx import PeptideMasterTable, HDXMeasurement -from pyhdx.models import HDXMeasurementSet from pyhdx.fitting import ( fit_rates_weighted_average, fit_gibbs_global, fit_gibbs_global_batch, fit_gibbs_global_batch_aligned, - fit_d_uptake + fit_d_uptake, ) -from pyhdx.local_cluster import default_client -from pyhdx.batch_processing import StateParser -import yaml -import numpy as np -import pandas as pd -from pathlib import Path -import torch +from pyhdx.models import HDXMeasurementSet +from pyhdx.process import apply_control, correct_d_uptake, filter_peptides """Run this file to renew the fit results which is used to test against""" @@ -33,27 +35,35 @@ sequence = "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA" sequence_dimer = "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA" - cwd = Path(__file__).parent input_dir = cwd / "test_data" / "input" output_dir = cwd / "test_data" / "output" guess = False -control = ("Full deuteration control", 0.167 * 60) -data = read_dynamx(input_dir / "ecSecB_apo.csv", input_dir / "ecSecB_dimer.csv") +df_apo = read_dynamx(input_dir / "ecSecB_apo.csv") +df_dimer = read_dynamx(input_dir / "ecSecB_dimer.csv") + +fd = {"state": "Full deuteration control", "exposure": {"value": 0.167, "unit": "min"}} +fd_df = filter_peptides(df_apo, **fd) + +apo_peptides = filter_peptides(df_apo, state="SecB WT apo") +dimer_peptides = filter_peptides(df_dimer, state="SecB his dimer apo") + +apo_control = apply_control(apo_peptides, fd_df) +dimer_control = apply_control(dimer_peptides, fd_df) + +apo_corrected = correct_d_uptake(apo_control) +dimer_corrected = correct_d_uptake(dimer_control) -pmt = PeptideMasterTable(data, drop_first=1, ignore_prolines=True, remove_nan=False) -pmt.set_control(control) temperature, pH = 273.15 + 30, 8.0 hdxm_apo = HDXMeasurement( - pmt.get_state("SecB WT apo"), sequence=sequence, temperature=temperature, pH=pH + apo_corrected, sequence=sequence, temperature=temperature, pH=pH ) -data = pmt.get_state("SecB WT apo") -reduced_data = data[data["end"] < 40] -hdxm_reduced = HDXMeasurement(reduced_data, temperature=temperature, pH=pH) +reduced_data = apo_corrected[apo_corrected["end"] < 40] +hdxm_reduced = HDXMeasurement(reduced_data, temperature=temperature, pH=pH, c_term=155) result = fit_rates_weighted_average(hdxm_reduced) reduced_guess = result.output @@ -83,8 +93,13 @@ dataframe_to_file(output_dir / "ecSecB_rfu_per_exposure.csv", rfu_df) dataframe_to_file(output_dir / "ecSecB_rfu_per_exposure.txt", rfu_df, fmt="pprint") +# Save data DataFrame +data_df = hdxm_apo.data +dataframe_to_file(output_dir / "ecSecB_data.csv", data_df) +dataframe_to_file(output_dir / "ecSecB_data.txt", data_df, fmt="pprint") + # Fit D-uptake per timepoint -fr_d = fit_d_uptake(hdxm_apo, r1=1., repeats=3) +fr_d = fit_d_uptake(hdxm_apo, r1=1.0, repeats=3) dataframe_to_file(output_dir / f"ecSecB_d_uptake.csv", fr_d.output) gibbs_guess = hdxm_apo.guess_deltaG(guess_output["rate"]) @@ -93,7 +108,6 @@ dataframe_to_file(output_dir / f"ecSecB_torch_fit.csv", fr_torch.output) dataframe_to_file(output_dir / f"ecSecB_torch_fit.txt", fr_torch.output, fmt="pprint") - fr_torch = fit_gibbs_global(hdxm_apo, gibbs_guess, epochs=epochs_long, r1=2) dataframe_to_file( output_dir / f"ecSecB_torch_fit_epochs_{epochs_long}.csv", fr_torch.output @@ -104,13 +118,12 @@ fmt="pprint", ) - # ---------- # Batch fits # ---------- hdxm_dimer = HDXMeasurement( - pmt.get_state("SecB his dimer apo"), + dimer_corrected, sequence=sequence_dimer, temperature=temperature, pH=pH, @@ -134,7 +147,6 @@ ) dataframe_to_file(output_dir / "ecSecB_batch_loss.csv", batch_result.losses) - # Aligned sequences test # ------------- @@ -159,10 +171,12 @@ # Reduced Batch fits # ------------------ -data = pmt.get_state("SecB his dimer apo") -reduced_data = data[data["end"] < 40] +dimer_red = dimer_corrected[dimer_corrected["end"] < 40] hdxm_reduced_dimer = HDXMeasurement( - pmt.get_state("SecB his dimer apo"), temperature=temperature, pH=pH + dimer_red, + temperature=temperature, + pH=pH, + c_term=155, ) reduced_hdx_set = HDXMeasurementSet([hdxm_reduced, hdxm_reduced_dimer]) @@ -179,7 +193,7 @@ yaml_dict = yaml.safe_load(yaml_file.read_text()) parser = StateParser(yaml_dict, data_src=input_dir) hdxm_set = parser.load_hdxmset() -#hdxm_set = yaml_to_hdxmset(yaml_dict, data_dir=input_dir) +# hdxm_set = yaml_to_hdxmset(yaml_dict, data_dir=input_dir) gibbs_guess = hdxm_set[0].guess_deltaG(guess_output["rate"]) diff --git a/tests/test_batchprocessing.py b/tests/test_batchprocessing.py index 4269555f..b46a7998 100644 --- a/tests/test_batchprocessing.py +++ b/tests/test_batchprocessing.py @@ -1,4 +1,4 @@ -from pyhdx.batch_processing import StateParser, JobParser +from pyhdx.batch_processing import StateParser from pyhdx.models import HDXMeasurement, HDXMeasurementSet import numpy as np from pathlib import Path @@ -15,16 +15,17 @@ class TestBatchProcessing(object): def test_load_from_yaml(self): yaml_pth = Path(input_dir / "data_states.yaml") - data_dict = yaml.safe_load(yaml_pth.read_text()) + hdx_spec = yaml.safe_load(yaml_pth.read_text()) - parser = StateParser(data_dict, data_src=input_dir) + parser = StateParser(hdx_spec, data_src=input_dir) hdxm = parser.load_hdxm("SecB_tetramer") assert isinstance(hdxm, HDXMeasurement) assert ( - hdxm.metadata["temperature"] - == data_dict["SecB_tetramer"]["temperature"]["value"] + 273.15 + hdxm.temperature + == hdx_spec["states"]["SecB_tetramer"]["metadata"]["temperature"]["value"] + + 273.15 ) assert hdxm.name == "SecB_tetramer" @@ -32,16 +33,4 @@ def test_load_from_yaml(self): hdxm_set = parser.load_hdxmset() assert isinstance(hdxm_set, HDXMeasurementSet) - assert hdxm_set.names == list(data_dict.keys()) - - def test_load_job_parser(self): - fit_output_dir = input_dir / "fit_result_output_1" - if fit_output_dir.exists(): - shutil.rmtree(fit_output_dir, ignore_errors=True) - - job_spec = yaml.safe_load((input_dir / "jobfile.yaml").read_text()) - parser = JobParser(job_spec, cwd=input_dir) - parser.execute() - - assert fit_output_dir.exists() - shutil.rmtree(fit_output_dir, ignore_errors=True) + assert hdxm_set.names == list(hdx_spec["states"].keys()) diff --git a/tests/test_config.py b/tests/test_config.py index 32bfd463..f97e5f22 100644 --- a/tests/test_config.py +++ b/tests/test_config.py @@ -32,13 +32,13 @@ def test_cfg_singleton(self, tmp_path): value: 3 """ - Path(tmp_path / 'configfile.yaml').write_text(yaml.dump(s)) - conf = OmegaConf.load(tmp_path / 'configfile.yaml') + Path(tmp_path / "configfile.yaml").write_text(yaml.dump(s)) + conf = OmegaConf.load(tmp_path / "configfile.yaml") merged = OmegaConf.merge(cfg.conf, conf) cfg.set_config(merged) - assert 'bar' in cfg.foo + assert "bar" in cfg.foo assert cfg.value == 3 assert cfg2.value == 3 diff --git a/tests/test_data/input/data_states.yaml b/tests/test_data/input/data_states.yaml index 718f7ce2..6c2b8ace 100644 --- a/tests/test_data/input/data_states.yaml +++ b/tests/test_data/input/data_states.yaml @@ -1,42 +1,55 @@ -# YAML file for loading HDX-MS data; PyHDX v0.4.0b3 -SecB_tetramer: - filenames: - - ecSecB_apo.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'SecB WT apo' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar +data_files: + data_apo: + filename: ecSecB_apo.csv + format: DynamX -SecB_dimer: - filenames: - - ecSecB_apo.csv - - ecSecB_dimer.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'SecB his dimer apo' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar + data_dimer: + filename: ecSecB_dimer.csv + format: DynamX + +states: + SecB_tetramer: + peptides: + experiment: + data_file: data_apo + state: SecB WT apo + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: C + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar + + SecB_dimer: + peptides: + experiment: + data_file: data_dimer + state: 'SecB his dimer apo' + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: C + temperature_unit: Celsius + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar \ No newline at end of file diff --git a/tests/test_data/input/data_states_deltas.yaml b/tests/test_data/input/data_states_deltas.yaml index fca14485..2762556c 100644 --- a/tests/test_data/input/data_states_deltas.yaml +++ b/tests/test_data/input/data_states_deltas.yaml @@ -1,84 +1,108 @@ -# YAML file for loading HDX-MS data; PyHDX v0.4.0b3 +# YAML file for loading HDX-MS data; PyHDX v0.4.1 -SecB_tetramer: - filenames: - - ecSecB_apo.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'SecB WT apo' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar +data_files: + data_apo: + filename: ecSecB_apo.csv + format: DynamX -SecB_dimer: - filenames: - - ecSecB_apo.csv - - ecSecB_dimer.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'SecB his dimer apo' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar + data_dimer: + filename: ecSecB_dimer.csv + format: DynamX -SecB_dimer_deltaC: - filenames: - - ecSecB_apo.csv - - ecSecB_dimer_deltaC.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'dimer_deltaC' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar + data_dimer_deltaC: + filename: ecSecB_dimer_deltaC.csv + format: DynamX -SecB_dimer_deltaN: - filenames: - - ecSecB_apo.csv - - ecSecB_dimer_deltaN.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'dimer_deltaN' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar \ No newline at end of file + data_dimer_deltaN: + filename: ecSecB_dimer_deltaN.csv + format: DynamX + +states: + SecB_tetramer: + peptides: + experiment: + data_file: data_apo + state: SecB WT apo + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: C + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar + + SecB_dimer: + peptides: + experiment: + data_file: data_dimer + state: 'SecB his dimer apo' + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: C + temperature_unit: Celsius + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar + + SecB_dimer_deltaC: + peptides: + experiment: + data_file: data_dimer_deltaC + state: dimer_deltaC + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: Celsius + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar + + SecB_dimer_deltaN: + peptides: + experiment: + data_file: data_dimer_deltaN + state: dimer_deltaN + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: Celsius + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar \ No newline at end of file diff --git a/tests/test_data/input/data_states_red.yaml b/tests/test_data/input/data_states_red.yaml index 1d851910..496d070f 100644 --- a/tests/test_data/input/data_states_red.yaml +++ b/tests/test_data/input/data_states_red.yaml @@ -1,42 +1,56 @@ # YAML file for loading HDX-MS data; PyHDX v0.4.0b3 -SecB_tetramer: - filenames: - - ecSecB_apo_red.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'SecB WT apo' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar +data_files: + data_apo: + filename: ecSecB_apo_red.csv + format: DynamX -SecB_dimer: - filenames: - - ecSecB_apo_red.csv - - ecSecB_dimer_red.csv - FD_control: - state: Full deuteration control - exposure: - value: 0.167 - unit: min - experiment: - state: 'SecB his dimer apo' - pH: 8. - d_percentage: 90. - temperature: - value: 30. - unit: Celsius - sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA - n_term: 1 - c_term: 155 - author: Foo Bar + data_dimer: + filename: ecSecB_dimer_red.csv + format: DynamX + +states: + SecB_tetramer: + peptides: + experiment: + data_file: data_apo + state: SecB WT apo + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: C + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar + + SecB_dimer: + peptides: + experiment: + data_file: data_dimer + state: 'SecB his dimer apo' + FD_control: + data_file: data_apo + state: Full deuteration control + exposure: + value: 0.167 + unit: min + metadata: + pH: 8. + d_percentage: 90. + temperature: + value: 30. + unit: C + temperature_unit: Celsius + sequence: MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA + n_term: 1 + c_term: 155 + author: Foo Bar diff --git a/tests/test_data/output/ecSecB_batch_peptide_mse.csv b/tests/test_data/output/ecSecB_batch_peptide_mse.csv index bd9614ec..fc647127 100644 --- a/tests/test_data/output/ecSecB_batch_peptide_mse.csv +++ b/tests/test_data/output/ecSecB_batch_peptide_mse.csv @@ -2,66 +2,66 @@ state,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo quantity,start,end,sequence,peptide_mse,start,end,sequence,peptide_mse peptide_id,,,,,,,, -0,10.0,18.0,xTFQIQRIY,1.3751750386233206,10,18,xTFQIQRIY,2.681230989571072 -1,12.0,18.0,xQIQRIY,0.8824435982018982,12,18,xQIQRIY,1.7938367007868818 -2,19.0,33.0,xKDISFEApNApHVF,7.579634846425569,19,33,xKDISFEApNApHVF,10.635127227204972 -3,19.0,34.0,xKDISFEApNApHVFQ,7.28761191415292,19,34,xKDISFEApNApHVFQ,9.34978502012464 -4,19.0,35.0,xKDISFEApNApHVFQK,7.116876292719556,19,35,xKDISFEApNApHVFQK,9.663266418294581 -5,22.0,33.0,xSFEApNApHVF,2.1242659095152776,19,42,xKDISFEApNApHVFQKDWQpEVK,20.528563872838124 -6,22.0,34.0,xSFEApNApHVFQ,2.663969238219398,22,33,xSFEApNApHVF,4.027324532176286 -7,22.0,35.0,xSFEApNApHVFQK,2.9515449468690744,22,34,xSFEApNApHVFQ,4.154699460820283 -8,22.0,42.0,xSFEApNApHVFQKDWQpEVK,13.829940815185807,22,35,xSFEApNApHVFQK,4.445608540291414 -9,22.0,43.0,xSFEApNApHVFQKDWQpEVKL,8.857381522687511,22,42,xSFEApNApHVFQKDWQpEVK,11.248875055900893 -10,25.0,33.0,xApNApHVF,0.0640053118017636,22,43,xSFEApNApHVFQKDWQpEVKL,8.98927075047278 -11,25.0,35.0,xApNApHVFQK,0.2592222300804079,22,44,xSFEApNApHVFQKDWQpEVKLD,17.406144978998903 -12,25.0,42.0,xApNApHVFQKDWQpEVK,4.674816748896731,25,33,xApNApHVF,0.19184105182862804 -13,25.0,43.0,xApNApHVFQKDWQpEVKL,2.530471732682495,25,35,xApNApHVFQK,0.3546076181449297 -14,34.0,44.0,xKDWQpEVKLD,2.346791507630496,25,42,xApNApHVFQKDWQpEVK,2.868647827346262 -15,36.0,42.0,xWQpEVK,0.7880150840285244,25,43,xApNApHVFQKDWQpEVKL,2.062838591052175 -16,39.0,47.0,xxEVKLDLDT,0.7081072256283335,27,42,xxNApHVFQKDWQpEVK,2.9002610043758517 -17,43.0,52.0,xDLDTASSQL,7.150666459980955,34,44,xKDWQpEVKLD,2.405655756050938 -18,43.0,55.0,xDLDTASSQLADD,6.9384416262230015,36,42,xWQpEVK,0.8376293658151879 -19,43.0,57.0,xDLDTASSQLADDVY,14.488617452021568,39,47,xxEVKLDLDT,0.9579395708359816 -20,43.0,58.0,xDLDTASSQLADDVYE,17.673422902699663,43,52,xDLDTASSQL,8.703532050464782 -21,44.0,52.0,xLDTASSQL,6.869201149467188,43,55,xDLDTASSQLADD,9.011744900660124 -22,46.0,52.0,xTASSQL,4.203912358763735,43,57,xDLDTASSQLADDVY,18.902527076155515 -23,62.0,69.0,xVTVTASL,0.2884223715277684,43,58,xDLDTASSQLADDVYE,22.038404268159876 -24,62.0,75.0,xVTVTASLGEETAF,2.60114162930759,44,52,xLDTASSQL,8.408034882145474 -25,62.0,76.0,xVTVTASLGEETAFL,5.312648986308367,46,52,xTASSQL,5.091246653582819 -26,63.0,69.0,xTVTASL,0.30022878244467677,62,69,xVTVTASL,1.693057037081713 -27,65.0,76.0,xTASLGEETAFL,2.6290239976622383,62,72,xVTVTASLGEE,2.6703331412099938 -28,67.0,75.0,xSLGEETAF,1.5742480485492802,62,75,xVTVTASLGEETAF,5.186110099581527 -29,67.0,76.0,xSLGEETAFL,2.7407085942023195,62,76,xVTVTASLGEETAFL,9.209058787167718 -30,76.0,85.0,xCEVQQGGIF,5.075625755692763,63,69,xTVTASL,1.2394846901085583 -31,77.0,85.0,xEVQQGGIF,4.210361298145018,65,76,xTASLGEETAFL,4.765613814290385 -32,79.0,85.0,xQQGGIF,2.8833180159881846,67,75,xSLGEETAF,2.0042327770725112 -33,86.0,94.0,xIAGIEGTQ,0.2516448047726945,67,76,xSLGEETAFL,4.283646927983283 -34,100.0,107.0,xAYCpNIL,8.11938545529461,76,85,xCEVQQGGIF,1.6290568696562555 -35,100.0,108.0,xAYCpNILF,13.931830513619477,77,85,xEVQQGGIF,1.189696657568241 -36,100.0,113.0,xAYCpNILFpAARE,35.274770401466604,79,85,xQQGGIF,0.9814176050814422 -37,100.0,114.0,xAYCpNILFpAAREC,44.87501506788697,86,94,xIAGIEGTQ,0.6716707393042912 -38,102.0,108.0,xCpNILF,2.7355203140263122,86,95,xIAGIEGTQM,0.6180562213357316 -39,115.0,127.0,xASMVARGTFpQL,4.472685358599387,100,107,xAYCpNIL,0.9713086917523283 -40,115.0,134.0,xASMVARGTFpQLNLApVNF,4.880912214139024,100,108,xAYCpNILF,1.268776580848291 -41,117.0,127.0,xMVARGTFpQL,4.873186607778398,100,113,xAYCpNILFpYARE,1.7319961284074492 -42,118.0,127.0,xVARGTFpQL,4.437070760105464,100,114,xAYCpNILFpYAREC,2.525203692428428 -43,119.0,126.0,xARGTFpQ,4.609083200103305,102,108,xCpNILF,0.3689620533183186 -44,119.0,127.0,xARGTFpQL,5.81567038142031,102,113,xCpNILFpYARE,0.8578455940470995 -45,119.0,134.0,xARGTFpQLNLApVNF,5.4781328522205905,115,127,xTSMVSRGTFpQL,4.212414748188352 -46,128.0,134.0,xLApVNF,0.17894497932587536,115,134,xTSMVSRGTFpQLNLApVNF,6.086455819132598 -47,138.0,156.0,xMNYLQQQAGEGTEEHQDA,0.12585840866547843,117,127,xMVSRGTFpQL,2.755346931363691 -48,139.0,152.0,xNYLQQQAGEGTEE,0.009361636913066239,118,127,xVSRGTFpQL,2.5875317111649787 -49,139.0,156.0,xNYLQQQAGEGTEEHQDA,0.1555886250402446,119,126,xSRGTFpQ,1.533917148815356 -50,140.0,156.0,xYLQQQAGEGTEEHQDA,0.2590375663524784,119,127,xSRGTFpQL,2.7109655159112824 -51,141.0,156.0,xLQQQAGEGTEEHQDA,0.11409917805175773,119,129,xSRGTFpQLNL,3.764872023739733 -52,142.0,156.0,xQQQAGEGTEEHQDA,0.07080386698555634,119,134,xSRGTFpQLNLApVNF,3.374964450399014 -53,,,,,128,134,xLApVNF,0.02902108316587682 -54,,,,,138,152,xMNYLQQQAGEGTEE,0.02064578909476151 -55,,,,,138,155,xMNYLQQQAGEGTEEHQD,0.22306988880657402 -56,,,,,138,156,xMNYLQQQAGEGTEEHQDA,0.05018210568209243 -57,,,,,139,152,xNYLQQQAGEGTEE,0.003644960163298655 -58,,,,,139,156,xNYLQQQAGEGTEEHQDA,0.03329872491606257 -59,,,,,140,156,xYLQQQAGEGTEEHQDA,0.05907059280246908 -60,,,,,141,156,xLQQQAGEGTEEHQDA,0.05856327624059291 -61,,,,,142,155,xQQQAGEGTEEHQD,0.16597569842217466 -62,,,,,142,156,xQQQAGEGTEEHQDA,0.07196088400726616 +0,9.0,17.0,xTFQIQRIY,1.3751750386233206,9,17,xTFQIQRIY,2.681230989571072 +1,11.0,17.0,xQIQRIY,0.8824435982018982,11,17,xQIQRIY,1.7938367007868818 +2,18.0,32.0,xKDISFEApNApHVF,7.579634846425569,18,32,xKDISFEApNApHVF,10.635127227204972 +3,18.0,33.0,xKDISFEApNApHVFQ,7.28761191415292,18,33,xKDISFEApNApHVFQ,9.34978502012464 +4,18.0,34.0,xKDISFEApNApHVFQK,7.116876292719556,18,34,xKDISFEApNApHVFQK,9.663266418294581 +5,21.0,32.0,xSFEApNApHVF,2.1242659095152776,18,41,xKDISFEApNApHVFQKDWQpEVK,20.528563872838124 +6,21.0,33.0,xSFEApNApHVFQ,2.663969238219398,21,32,xSFEApNApHVF,4.027324532176286 +7,21.0,34.0,xSFEApNApHVFQK,2.9515449468690744,21,33,xSFEApNApHVFQ,4.154699460820283 +8,21.0,41.0,xSFEApNApHVFQKDWQpEVK,13.829940815185807,21,34,xSFEApNApHVFQK,4.445608540291414 +9,21.0,42.0,xSFEApNApHVFQKDWQpEVKL,8.857381522687511,21,41,xSFEApNApHVFQKDWQpEVK,11.248875055900893 +10,24.0,32.0,xApNApHVF,0.0640053118017636,21,42,xSFEApNApHVFQKDWQpEVKL,8.98927075047278 +11,24.0,34.0,xApNApHVFQK,0.2592222300804079,21,43,xSFEApNApHVFQKDWQpEVKLD,17.406144978998903 +12,24.0,41.0,xApNApHVFQKDWQpEVK,4.674816748896731,24,32,xApNApHVF,0.19184105182862804 +13,24.0,42.0,xApNApHVFQKDWQpEVKL,2.530471732682495,24,34,xApNApHVFQK,0.3546076181449297 +14,33.0,43.0,xKDWQpEVKLD,2.346791507630496,24,41,xApNApHVFQKDWQpEVK,2.868647827346262 +15,35.0,41.0,xWQpEVK,0.7880150840285244,24,42,xApNApHVFQKDWQpEVKL,2.062838591052175 +16,37.0,46.0,xxEVKLDLDT,0.7081072256283335,25,41,xxNApHVFQKDWQpEVK,2.9002610043758517 +17,42.0,51.0,xDLDTASSQL,7.150666459980955,33,43,xKDWQpEVKLD,2.405655756050938 +18,42.0,54.0,xDLDTASSQLADD,6.9384416262230015,35,41,xWQpEVK,0.8376293658151879 +19,42.0,56.0,xDLDTASSQLADDVY,14.488617452021568,37,46,xxEVKLDLDT,0.9579395708359816 +20,42.0,57.0,xDLDTASSQLADDVYE,17.673422902699663,42,51,xDLDTASSQL,8.703532050464782 +21,43.0,51.0,xLDTASSQL,6.869201149467188,42,54,xDLDTASSQLADD,9.011744900660124 +22,45.0,51.0,xTASSQL,4.203912358763735,42,56,xDLDTASSQLADDVY,18.902527076155515 +23,61.0,68.0,xVTVTASL,0.2884223715277684,42,57,xDLDTASSQLADDVYE,22.038404268159876 +24,61.0,74.0,xVTVTASLGEETAF,2.60114162930759,43,51,xLDTASSQL,8.408034882145474 +25,61.0,75.0,xVTVTASLGEETAFL,5.312648986308367,45,51,xTASSQL,5.091246653582819 +26,62.0,68.0,xTVTASL,0.30022878244467677,61,68,xVTVTASL,1.693057037081713 +27,64.0,75.0,xTASLGEETAFL,2.6290239976622383,61,71,xVTVTASLGEE,2.6703331412099938 +28,66.0,74.0,xSLGEETAF,1.5742480485492802,61,74,xVTVTASLGEETAF,5.186110099581527 +29,66.0,75.0,xSLGEETAFL,2.7407085942023195,61,75,xVTVTASLGEETAFL,9.209058787167718 +30,75.0,84.0,xCEVQQGGIF,5.075625755692763,62,68,xTVTASL,1.2394846901085583 +31,76.0,84.0,xEVQQGGIF,4.210361298145018,64,75,xTASLGEETAFL,4.765613814290385 +32,78.0,84.0,xQQGGIF,2.8833180159881846,66,74,xSLGEETAF,2.0042327770725112 +33,85.0,93.0,xIAGIEGTQ,0.2516448047726945,66,75,xSLGEETAFL,4.283646927983283 +34,99.0,106.0,xAYCpNIL,8.11938545529461,75,84,xCEVQQGGIF,1.6290568696562555 +35,99.0,107.0,xAYCpNILF,13.931830513619477,76,84,xEVQQGGIF,1.189696657568241 +36,99.0,112.0,xAYCpNILFpAARE,35.274770401466604,78,84,xQQGGIF,0.9814176050814422 +37,99.0,113.0,xAYCpNILFpAAREC,44.87501506788697,85,93,xIAGIEGTQ,0.6716707393042912 +38,101.0,107.0,xCpNILF,2.7355203140263122,85,94,xIAGIEGTQM,0.6180562213357316 +39,114.0,126.0,xASMVARGTFpQL,4.472685358599387,99,106,xAYCpNIL,0.9713086917523283 +40,114.0,133.0,xASMVARGTFpQLNLApVNF,4.880912214139024,99,107,xAYCpNILF,1.268776580848291 +41,116.0,126.0,xMVARGTFpQL,4.873186607778398,99,112,xAYCpNILFpYARE,1.7319961284074492 +42,117.0,126.0,xVARGTFpQL,4.437070760105464,99,113,xAYCpNILFpYAREC,2.525203692428428 +43,118.0,125.0,xARGTFpQ,4.609083200103305,101,107,xCpNILF,0.3689620533183186 +44,118.0,126.0,xARGTFpQL,5.81567038142031,101,112,xCpNILFpYARE,0.8578455940470995 +45,118.0,133.0,xARGTFpQLNLApVNF,5.4781328522205905,114,126,xTSMVSRGTFpQL,4.212414748188352 +46,127.0,133.0,xLApVNF,0.17894497932587536,114,133,xTSMVSRGTFpQLNLApVNF,6.086455819132598 +47,137.0,155.0,xMNYLQQQAGEGTEEHQDA,0.12585840866547843,116,126,xMVSRGTFpQL,2.755346931363691 +48,138.0,151.0,xNYLQQQAGEGTEE,0.009361636913066239,117,126,xVSRGTFpQL,2.5875317111649787 +49,138.0,155.0,xNYLQQQAGEGTEEHQDA,0.1555886250402446,118,125,xSRGTFpQ,1.533917148815356 +50,139.0,155.0,xYLQQQAGEGTEEHQDA,0.2590375663524784,118,126,xSRGTFpQL,2.7109655159112824 +51,140.0,155.0,xLQQQAGEGTEEHQDA,0.11409917805175773,118,128,xSRGTFpQLNL,3.764872023739733 +52,141.0,155.0,xQQQAGEGTEEHQDA,0.07080386698555634,118,133,xSRGTFpQLNLApVNF,3.374964450399014 +53,,,,,127,133,xLApVNF,0.02902108316587682 +54,,,,,137,151,xMNYLQQQAGEGTEE,0.02064578909476151 +55,,,,,137,154,xMNYLQQQAGEGTEEHQD,0.22306988880657402 +56,,,,,137,155,xMNYLQQQAGEGTEEHQDA,0.05018210568209243 +57,,,,,138,151,xNYLQQQAGEGTEE,0.003644960163298655 +58,,,,,138,155,xNYLQQQAGEGTEEHQDA,0.03329872491606257 +59,,,,,139,155,xYLQQQAGEGTEEHQDA,0.05907059280246908 +60,,,,,140,155,xLQQQAGEGTEEHQDA,0.05856327624059291 +61,,,,,141,154,xQQQAGEGTEEHQD,0.16597569842217466 +62,,,,,141,155,xQQQAGEGTEEHQDA,0.07196088400726616 diff --git a/tests/test_data/output/ecSecB_data.csv b/tests/test_data/output/ecSecB_data.csv new file mode 100644 index 00000000..a471ac20 --- /dev/null +++ b/tests/test_data/output/ecSecB_data.csv @@ -0,0 +1,443 @@ +# {"comment": "#", "header": [0], "index_col": 0} +peptide_index,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id +0,9,18,17,xTFQIQRIY,SecB WT apo,0.0,0.0,8,5.0734,0.020042,0,0,0.0,Accession,,,1199.6241,1200.411174,0.023301,0.0,5.513296,0.010889,0.0,MTFQIQRIY,10,18,8.0,0.0,0 +63,9,18,17,xTFQIQRIY,SecB WT apo,10.020000000000001,2.486444,8,5.0734,0.020042,0,0,0.49009421689596716,Accession,,,1199.6241,1202.897618,0.016323,0.02845,5.5139,0.010976,0.005932490373486041,MTFQIQRIY,10,18,8.0,3.9207537351677373,0 +126,9,18,17,xTFQIQRIY,SecB WT apo,30.0,2.857141,8,5.0734,0.020042,0,0,0.5631609965703472,Accession,,,1199.6241,1203.268315,0.029992,0.037979,5.510626,0.008419,0.007809491783628619,MTFQIQRIY,10,18,8.0,4.505287972562778,0 +189,9,18,17,xTFQIQRIY,SecB WT apo,60.0,3.145738,8,5.0734,0.020042,0,0,0.6200453344896913,Accession,,,1199.6241,1203.556913,0.040432,0.046666,5.516562,0.012371,0.009518721784908741,MTFQIQRIY,10,18,8.0,4.960362675917531,0 +252,9,18,17,xTFQIQRIY,SecB WT apo,300.0,3.785886,8,5.0734,0.020042,0,0,0.7462226514763275,Accession,,,1199.6241,1204.197061,0.008898,0.024942,5.505509,0.004363,0.005732306224521108,MTFQIQRIY,10,18,8.0,5.96978121181062,0 +315,9,18,17,xTFQIQRIY,SecB WT apo,600.0,4.08295,8,5.0734,0.020042,0,0,0.8047758899357433,Accession,,,1199.6241,1204.494124,0.02749,0.036037,5.522181,0.011556,0.0077821378441005834,MTFQIQRIY,10,18,8.0,6.438207119485947,0 +378,9,18,17,xTFQIQRIY,SecB WT apo,6000.00048,4.790625,8,5.0734,0.020042,0,0,0.9442632159892774,Accession,,,1199.6241,1205.201799,0.034025,0.041239,5.516917,0.001234,0.008943526594142657,MTFQIQRIY,10,18,8.0,7.554105727914219,0 +1,11,18,17,xQIQRIY,SecB WT apo,0.0,0.0,6,3.642506,0.0147,0,0,0.0,Accession,,,967.536,968.049857,0.006725,0.0,5.130576,0.01012,0.0,FQIQRIY,12,18,6.0,0.0,1 +64,11,18,17,xQIQRIY,SecB WT apo,10.020000000000001,1.651437,6,3.642506,0.0147,0,0,0.45337934927217693,Accession,,,967.536,969.701294,0.017663,0.0189,5.142292,0.008648,0.005501887018339277,FQIQRIY,12,18,6.0,2.7202760956330616,1 +127,11,18,17,xQIQRIY,SecB WT apo,30.0,1.860919,6,3.642506,0.0147,0,0,0.51088975556938,Accession,,,967.536,969.910775,0.034889,0.035531,5.136834,0.008938,0.009970064357764806,FQIQRIY,12,18,6.0,3.0653385334162797,1 +190,11,18,17,xQIQRIY,SecB WT apo,60.0,2.107151,6,3.642506,0.0147,0,0,0.578489369681203,Accession,,,967.536,970.157007,0.028162,0.028954,5.144618,0.009571,0.008284668626216747,FQIQRIY,12,18,6.0,3.470936218087218,1 +253,11,18,17,xQIQRIY,SecB WT apo,300.0,2.698036,6,3.642506,0.0147,0,0,0.740708731845603,Accession,,,967.536,970.747892,0.036991,0.037598,5.131163,0.003636,0.010746147885206624,FQIQRIY,12,18,6.0,4.4442523910736185,1 +316,11,18,17,xQIQRIY,SecB WT apo,600.0,2.874801,6,3.642506,0.0147,0,0,0.7892371350932572,Accession,,,967.536,970.924658,0.015747,0.017123,5.145348,0.005831,0.005678313754943448,FQIQRIY,12,18,6.0,4.735422810559543,1 +379,11,18,17,xQIQRIY,SecB WT apo,6000.00048,3.449561,6,3.642506,0.0147,0,0,0.9470295999512424,Accession,,,967.536,971.499418,0.031698,0.032404,5.145425,0.002705,0.00968230989542069,FQIQRIY,12,18,6.0,5.682177599707455,1 +2,18,33,32,xKDISFEApNApHVF,SecB WT apo,0.0,0.0,12,5.264543,0.061768,0,0,0.0,Accession,,,1672.8329,1673.844013,0.015068,0.0,5.125306,0.009901,0.0,TKDISFEAPNAPHVF,19,33,12.0,0.0,2 +65,18,33,32,xKDISFEApNApHVF,SecB WT apo,10.020000000000001,1.839924,12,5.264543,0.061768,0,0,0.3494935837735583,Accession,,,1672.8329,1675.683936,0.022388,0.026986,5.13041,0.007817,0.006564319512775974,TKDISFEAPNAPHVF,19,33,12.0,4.1939230052827,2 +128,18,33,32,xKDISFEApNApHVF,SecB WT apo,30.0,2.508343,12,5.264543,0.061768,0,0,0.47645978007967643,Accession,,,1672.8329,1676.352355,0.102157,0.103262,5.127204,0.008738,0.020395681644847792,TKDISFEAPNAPHVF,19,33,12.0,5.717517360956117,2 +191,18,33,32,xKDISFEApNApHVF,SecB WT apo,60.0,2.969332,12,5.264543,0.061768,0,0,0.5640246456340086,Accession,,,1672.8329,1676.813345,0.030799,0.034288,5.132133,0.011324,0.009285039764356188,TKDISFEAPNAPHVF,19,33,12.0,6.768295747608103,2 +254,18,33,32,xKDISFEApNApHVF,SecB WT apo,300.0,3.399092,12,5.264543,0.061768,0,0,0.6456575622993297,Accession,,,1672.8329,1677.243105,0.032691,0.035997,5.119915,0.005196,0.010204888710217387,TKDISFEAPNAPHVF,19,33,12.0,7.747890747591956,2 +317,18,33,32,xKDISFEApNApHVF,SecB WT apo,600.0,3.485568,12,5.264543,0.061768,0,0,0.6620836794380823,Accession,,,1672.8329,1677.329581,0.052881,0.054986,5.132995,0.006448,0.013016648007645622,TKDISFEAPNAPHVF,19,33,12.0,7.945004153256988,2 +380,18,33,32,xKDISFEApNApHVF,SecB WT apo,6000.00048,4.318144,12,5.264543,0.061768,0,0,0.8202314996762303,Accession,,,1672.8329,1678.162157,0.072211,0.073767,5.132658,0.003266,0.01699858093235136,TKDISFEAPNAPHVF,19,33,12.0,9.842777996114764,2 +3,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,0.0,0.0,13,6.3179,0.036001,0,0,0.0,Accession,,,1800.8915,1801.955252,0.007749,0.0,4.938514,0.007847,0.0,TKDISFEAPNAPHVFQ,19,34,13.0,0.0,3 +66,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,10.020000000000001,2.532099,13,6.3179,0.036001,0,0,0.4007817470995109,Accession,,,1800.8915,1804.487351,0.032707,0.033613,4.947923,0.013231,0.0057897259838011125,TKDISFEAPNAPHVFQ,19,34,13.0,5.210162712293642,3 +129,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,30.0,3.306167,13,6.3179,0.036001,0,0,0.523301571724782,Accession,,,1800.8915,1805.261419,0.066145,0.066597,4.939749,0.008337,0.010954656284373207,TKDISFEAPNAPHVFQ,19,34,13.0,6.802920432422166,3 +192,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,60.0,3.996718,13,6.3179,0.036001,0,0,0.632602288735181,Accession,,,1800.8915,1805.95197,0.038868,0.039633,4.944612,0.015703,0.007235068246796721,TKDISFEAPNAPHVFQ,19,34,13.0,8.223829753557354,3 +255,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,300.0,4.38941,13,6.3179,0.036001,0,0,0.694757751784612,Accession,,,1800.8915,1806.344661,0.080389,0.080762,4.935798,0.003678,0.013382046860534546,TKDISFEAPNAPHVFQ,19,34,13.0,9.031850773199956,3 +318,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,600.0,4.379495,13,6.3179,0.036001,0,0,0.6931884012092626,Accession,,,1800.8915,1806.334747,0.033809,0.034686,4.947334,0.008232,0.006763400043793134,TKDISFEAPNAPHVFQ,19,34,13.0,9.011449215720415,3 +381,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,6000.00048,5.283969,13,6.3179,0.036001,0,0,0.8363489450608589,Accession,,,1800.8915,1807.239221,0.064263,0.064728,4.946768,0.002933,0.011299372155867833,TKDISFEAPNAPHVFQ,19,34,13.0,10.872536285791165,3 +4,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,0.0,0.0,14,6.812215,0.036048,0,0,0.0,Accession,,,1928.9865,1930.109485,0.016551,0.0,4.615109,0.00988,0.0,TKDISFEAPNAPHVFQK,19,35,14.0,0.0,4 +67,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,10.020000000000001,3.11985,14,6.812215,0.036048,0,0,0.45797879250728285,Accession,,,1928.9865,1933.229335,0.031139,0.035264,4.618202,0.010243,0.005715788549695883,TKDISFEAPNAPHVFQK,19,35,14.0,6.41170309510196,4 +130,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,30.0,3.874881,14,6.812215,0.036048,0,0,0.5688136678011484,Accession,,,1928.9865,1933.984366,0.122007,0.123125,4.616431,0.007427,0.018323069305440053,TKDISFEAPNAPHVFQK,19,35,14.0,7.963391349216078,4 +193,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,60.0,4.342807,14,6.812215,0.036048,0,0,0.6375029267279437,Accession,,,1928.9865,1934.452292,0.031863,0.035905,4.623861,0.011855,0.006257816129886118,TKDISFEAPNAPHVFQK,19,35,14.0,8.925040974191212,4 +256,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,300.0,4.854057,14,6.812215,0.036048,0,0,0.7125519379526336,Accession,,,1928.9865,1934.963542,0.03572,0.039368,4.612601,0.004573,0.006900329571449979,TKDISFEAPNAPHVFQK,19,35,14.0,9.975727131336871,4 +319,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,600.0,4.835639,14,6.812215,0.036048,0,0,0.709848265211829,Accession,,,1928.9865,1934.945124,0.063272,0.0654,4.624496,0.005835,0.01030909193984361,TKDISFEAPNAPHVFQK,19,35,14.0,9.937875712965607,4 +382,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,6000.00048,5.780219,14,6.812215,0.036048,0,0,0.84850801097734,Accession,,,1928.9865,1935.889704,0.071981,0.07386,4.625127,0.003427,0.011735226660488979,TKDISFEAPNAPHVFQK,19,35,14.0,11.87911215368276,4 +5,18,42,41,xKDISFEApNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,20,10.8151,0.088827,0,0,0.0,Accession,,,2811.4101,2813.121773,0.009662,0.0,4.83855,0.010736,0.0,TKDISFEAPNAPHVFQKDWQPEVK,19,42,20.0,0.0,5 +68,18,42,41,xKDISFEApNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.432395,20,10.8151,0.088827,0,0,0.5022972510656397,Accession,,,2811.4101,2818.554169,0.057966,0.058766,4.845051,0.01303,0.006822369999426167,TKDISFEAPNAPHVFQKDWQPEVK,19,42,20.0,10.045945021312795,5 +131,18,42,41,xKDISFEApNApHVFQKDWQpEVK,SecB WT apo,30.0,6.1318,20,10.8151,0.088827,0,0,0.5669665560188996,Accession,,,2811.4101,2819.253573,0.095618,0.096105,4.838986,0.009611,0.010032374453322527,TKDISFEAPNAPHVFQKDWQPEVK,19,42,20.0,11.339331120377992,5 +194,18,42,41,xKDISFEApNApHVFQKDWQpEVK,SecB WT apo,60.0,7.02932,20,10.8151,0.088827,0,0,0.6499542306589862,Accession,,,2811.4101,2820.151094,0.032949,0.034337,4.838653,0.013948,0.006211019595876655,TKDISFEAPNAPHVFQKDWQPEVK,19,42,20.0,12.999084613179724,5 +257,18,42,41,xKDISFEApNApHVFQKDWQpEVK,SecB WT apo,300.0,7.532226,20,10.8151,0.088827,0,0,0.6964545866427495,Accession,,,2811.4101,2820.653999,0.075776,0.076389,4.835655,0.005261,0.00908892767681441,TKDISFEAPNAPHVFQKDWQPEVK,19,42,20.0,13.92909173285499,5 +320,18,42,41,xKDISFEApNApHVFQKDWQpEVK,SecB WT apo,600.0,7.931792,20,10.8151,0.088827,0,0,0.7333997836358425,Accession,,,2811.4101,2821.053566,0.046225,0.047224,4.842347,0.008342,0.00743974608887674,TKDISFEAPNAPHVFQKDWQPEVK,19,42,20.0,14.667995672716849,5 +383,18,42,41,xKDISFEApNApHVFQKDWQpEVK,SecB WT apo,6000.00048,9.509351,20,10.8151,0.088827,0,0,0.8792661186674188,Accession,,,2811.4101,2822.631124,0.038142,0.039347,4.842894,0.002517,0.00808628463609248,TKDISFEAPNAPHVFQKDWQPEVK,19,42,20.0,17.585322373348376,5 +6,21,33,32,xSFEApNApHVF,SecB WT apo,0.0,0.0,9,4.61559,0.003636,0,0,0.0,Accession,,,1328.6634,1329.421551,0.010684,0.0,5.48315,0.006718,0.0,ISFEAPNAPHVF,22,33,9.0,0.0,6 +69,21,33,32,xSFEApNApHVF,SecB WT apo,10.020000000000001,1.86147,9,4.61559,0.003636,0,0,0.40330055312538593,Accession,,,1328.6634,1331.283021,0.015799,0.019072,5.489802,0.011635,0.004144278622568917,ISFEAPNAPHVF,22,33,9.0,3.6297049781284736,6 +132,21,33,32,xSFEApNApHVF,SecB WT apo,30.0,2.473014,9,4.61559,0.003636,0,0,0.5357958570843597,Accession,,,1328.6634,1331.894565,0.040517,0.041902,5.48333,0.008868,0.009088169313730101,ISFEAPNAPHVF,22,33,9.0,4.822162713759237,6 +195,21,33,32,xSFEApNApHVF,SecB WT apo,60.0,2.937475,9,4.61559,0.003636,0,0,0.6364245957721548,Accession,,,1328.6634,1332.359026,0.03688,0.038397,5.489686,0.012171,0.008334073422975355,ISFEAPNAPHVF,22,33,9.0,5.727821361949394,6 +258,21,33,32,xSFEApNApHVF,SecB WT apo,300.0,3.344293,9,4.61559,0.003636,0,0,0.724564573543144,Accession,,,1328.6634,1332.765843,0.029486,0.031362,5.479832,0.003512,0.006818729512364097,ISFEAPNAPHVF,22,33,9.0,6.521081161888295,6 +321,21,33,32,xSFEApNApHVF,SecB WT apo,600.0,3.400699,9,4.61559,0.003636,0,0,0.7367853297194941,Accession,,,1328.6634,1332.82225,0.043755,0.04504,5.493785,0.007907,0.009775478508839872,ISFEAPNAPHVF,22,33,9.0,6.631067967475446,6 +384,21,33,32,xSFEApNApHVF,SecB WT apo,6000.00048,4.011707,9,4.61559,0.003636,0,0,0.8691645055128381,Accession,,,1328.6634,1333.433258,0.030477,0.032295,5.491594,0.002625,0.007030359927536579,ISFEAPNAPHVF,22,33,9.0,7.822480549615543,6 +7,21,34,33,xSFEApNApHVFQ,SecB WT apo,0.0,0.0,10,5.560889,0.032429,0,0,0.0,Accession,,,1456.7219,1457.599798,0.021035,0.0,5.249913,0.0069,0.0,ISFEAPNAPHVFQ,22,34,10.0,0.0,7 +70,21,34,33,xSFEApNApHVFQ,SecB WT apo,10.020000000000001,2.582201,10,5.560889,0.032429,0,0,0.46435039433443104,Accession,,,1456.7219,1460.181999,0.035201,0.041007,5.257374,0.012036,0.00785565705954532,ISFEAPNAPHVFQ,22,34,10.0,4.64350394334431,7 +133,21,34,33,xSFEApNApHVFQ,SecB WT apo,30.0,3.225543,10,5.560889,0.032429,0,0,0.5800408891456024,Accession,,,1456.7219,1460.825341,0.096207,0.09848,5.247113,0.008593,0.018029549075004675,ISFEAPNAPHVFQ,22,34,10.0,5.800408891456024,7 +196,21,34,33,xSFEApNApHVFQ,SecB WT apo,60.0,3.717494,10,5.560889,0.032429,0,0,0.6685071397756724,Accession,,,1456.7219,1461.317292,0.040815,0.045917,5.258162,0.017958,0.009131177162215912,ISFEAPNAPHVFQ,22,34,10.0,6.685071397756724,7 +259,21,34,33,xSFEApNApHVFQ,SecB WT apo,300.0,4.144946,10,5.560889,0.032429,0,0,0.7453747053753456,Accession,,,1456.7219,1461.744744,0.020327,0.029252,5.244169,0.001948,0.0068238579642483236,ISFEAPNAPHVFQ,22,34,10.0,7.453747053753456,7 +322,21,34,33,xSFEApNApHVFQ,SecB WT apo,600.0,4.187741,10,5.560889,0.032429,0,0,0.7530704173379471,Accession,,,1456.7219,1461.787539,0.070712,0.073774,5.257535,0.007465,0.01397456929126847,ISFEAPNAPHVFQ,22,34,10.0,7.530704173379471,7 +385,21,34,33,xSFEApNApHVFQ,SecB WT apo,6000.00048,4.817025,10,5.560889,0.032429,0,0,0.8662328990922135,Accession,,,1456.7219,1462.416824,0.030985,0.03745,5.256486,0.001527,0.008418553238115786,ISFEAPNAPHVFQ,22,34,10.0,8.662328990922134,7 +8,21,35,34,xSFEApNApHVFQK,SecB WT apo,0.0,0.0,11,6.220337,0.064196,0,0,0.0,Accession,,,1584.8169,1585.702777,0.025082,0.0,4.843765,0.009622,0.0,ISFEAPNAPHVFQK,22,35,11.0,0.0,8 +71,21,35,34,xSFEApNApHVFQK,SecB WT apo,10.020000000000001,3.145305,11,6.220337,0.064196,0,0,0.50564864893976,Accession,,,1584.8169,1588.848082,0.027998,0.03759,4.855414,0.012739,0.00798443614926695,ISFEAPNAPHVFQK,22,35,11.0,5.562135138337361,8 +134,21,35,34,xSFEApNApHVFQK,SecB WT apo,30.0,3.814868,11,6.220337,0.064196,0,0,0.6132896015119439,Accession,,,1584.8169,1589.517645,0.062793,0.067617,4.846944,0.009863,0.01257872970170332,ISFEAPNAPHVFQK,22,35,11.0,6.746185616631383,8 +197,21,35,34,xSFEApNApHVFQK,SecB WT apo,60.0,4.295369,11,6.220337,0.064196,0,0,0.6905363809066937,Accession,,,1584.8169,1589.998147,0.026135,0.036223,4.85012,0.012387,0.009203208489488262,ISFEAPNAPHVFQK,22,35,11.0,7.59590018997363,8 +260,21,35,34,xSFEApNApHVFQK,SecB WT apo,300.0,4.722663,11,6.220337,0.064196,0,0,0.7592294436780516,Accession,,,1584.8169,1590.42544,0.035983,0.043862,4.843775,0.003856,0.010541215246312921,ISFEAPNAPHVFQK,22,35,11.0,8.351523880458567,8 +323,21,35,34,xSFEApNApHVFQK,SecB WT apo,600.0,4.758548,11,6.220337,0.064196,0,0,0.7649984237188436,Accession,,,1584.8169,1590.461325,0.055357,0.060774,4.854465,0.006093,0.012561398748548672,ISFEAPNAPHVFQK,22,35,11.0,8.41498266090728,8 +386,21,35,34,xSFEApNApHVFQK,SecB WT apo,6000.00048,5.422302,11,6.220337,0.064196,0,0,0.871705504058703,Accession,,,1584.8169,1591.125079,0.030307,0.03934,4.854367,0.001976,0.010996891439613498,ISFEAPNAPHVFQK,22,35,11.0,9.588760544645732,8 +9,21,42,41,xSFEApNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,17,10.033722,0.057622,0,0,0.0,Accession,,,2467.2405,2468.739363,0.021532,0.0,5.011544,0.008843,0.0,ISFEAPNAPHVFQKDWQPEVK,22,42,17.0,0.0,9 +72,21,42,41,xSFEApNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.30033,17,10.033722,0.057622,0,0,0.528251629853807,Accession,,,2467.2405,2474.039693,0.104375,0.106573,5.02021,0.014512,0.011046220466124678,ISFEAPNAPHVFQKDWQPEVK,22,42,17.0,8.98027770751472,9 +135,21,42,41,xSFEApNApHVFQKDWQpEVK,SecB WT apo,30.0,6.27288,17,10.033722,0.057622,0,0,0.6251797687837076,Accession,,,2467.2405,2475.012243,0.13622,0.137911,5.014503,0.007904,0.014205929450181311,ISFEAPNAPHVFQKDWQPEVK,22,42,17.0,10.62805606932303,9 +198,21,42,41,xSFEApNApHVFQKDWQpEVK,SecB WT apo,60.0,6.91113,17,10.033722,0.057622,0,0,0.6887902614802364,Accession,,,2467.2405,2475.650493,0.117358,0.119317,5.019005,0.01554,0.012532237075204782,ISFEAPNAPHVFQKDWQPEVK,22,42,17.0,11.709434445164018,9 +261,21,42,41,xSFEApNApHVFQKDWQpEVK,SecB WT apo,300.0,7.50253,17,10.033722,0.057622,0,0,0.7477314998362523,Accession,,,2467.2405,2476.241893,0.050521,0.054918,5.008733,0.004263,0.006956777848669795,ISFEAPNAPHVFQKDWQPEVK,22,42,17.0,12.71143549721629,9 +324,21,42,41,xSFEApNApHVFQKDWQpEVK,SecB WT apo,600.0,7.7187,17,10.033722,0.057622,0,0,0.7692758479854236,Accession,,,2467.2405,2476.458062,0.093455,0.095904,5.019772,0.006629,0.010529754936486335,ISFEAPNAPHVFQKDWQPEVK,22,42,17.0,13.0776894157522,9 +387,21,42,41,xSFEApNApHVFQKDWQpEVK,SecB WT apo,6000.00048,9.218607,17,10.033722,0.057622,0,0,0.9187624492685766,Accession,,,2467.2405,2477.957969,0.047345,0.052011,5.020389,0.003114,0.0073965707245786895,ISFEAPNAPHVFQKDWQPEVK,22,42,17.0,15.618961637565803,9 +10,21,43,42,xSFEApNApHVFQKDWQpEVKL,SecB WT apo,0.0,0.0,18,10.774211,0.021003,0,0,0.0,Accession,,,2580.3245,2581.915918,0.003449,0.0,5.312037,0.008026,0.0,ISFEAPNAPHVFQKDWQPEVKL,22,43,18.0,0.0,10 +73,21,43,42,xSFEApNApHVFQKDWQpEVKL,SecB WT apo,10.020000000000001,6.278614,18,10.774211,0.021003,0,0,0.5827446668716624,Accession,,,2580.3245,2588.194532,0.014566,0.014969,5.315993,0.013299,0.0017946381125419151,ISFEAPNAPHVFQKDWQPEVKL,22,43,18.0,10.489404003689923,10 +136,21,43,42,xSFEApNApHVFQKDWQpEVKL,SecB WT apo,30.0,7.183405,18,10.774211,0.021003,0,0,0.6667221386327036,Accession,,,2580.3245,2589.099322,0.147813,0.147853,5.310132,0.00889,0.01378427059031124,ISFEAPNAPHVFQKDWQPEVKL,22,43,18.0,12.000998495388664,10 +199,21,43,42,xSFEApNApHVFQKDWQpEVKL,SecB WT apo,60.0,7.812505,18,10.774211,0.021003,0,0,0.7251115650139022,Accession,,,2580.3245,2589.728423,0.02518,0.025415,5.312279,0.013698,0.0027499656251026502,ISFEAPNAPHVFQKDWQPEVKL,22,43,18.0,13.05200817025024,10 +262,21,43,42,xSFEApNApHVFQKDWQpEVKL,SecB WT apo,300.0,8.603494,18,10.774211,0.021003,0,0,0.7985265928057285,Accession,,,2580.3245,2590.519412,0.037506,0.037664,5.302852,0.005167,0.0038266691718023124,ISFEAPNAPHVFQKDWQPEVKL,22,43,18.0,14.373478670503113,10 +325,21,43,42,xSFEApNApHVFQKDWQpEVKL,SecB WT apo,600.0,8.761063,18,10.774211,0.021003,0,0,0.8131512367819788,Accession,,,2580.3245,2590.676981,0.088996,0.089063,5.315297,0.00533,0.008416923049275724,ISFEAPNAPHVFQKDWQPEVKL,22,43,18.0,14.636722262075617,10 +388,21,43,42,xSFEApNApHVFQKDWQpEVKL,SecB WT apo,6000.00048,10.047206,18,10.774211,0.021003,0,0,0.9325235973195624,Accession,,,2580.3245,2591.963123,0.045973,0.046102,5.313531,0.002109,0.004649054686795187,ISFEAPNAPHVFQKDWQPEVKL,22,43,18.0,16.78542475175212,10 +11,21,44,43,xSFEApNApHVFQKDWQpEVKLD,SecB WT apo,0.0,0.0,19,11.082561,0.064045,0,0,0.0,Accession,,,2695.3515,2696.953592,0.010096,0.0,5.226836,0.00798,0.0,ISFEAPNAPHVFQKDWQPEVKLD,22,44,19.0,0.0,11 +74,21,44,43,xSFEApNApHVFQKDWQpEVKLD,SecB WT apo,10.020000000000001,5.891685,19,11.082561,0.064045,0,0,0.5316176468597826,Accession,,,2695.3515,2702.845277,0.153107,0.15344,5.23015,0.00883,0.014181927767802858,ISFEAPNAPHVFQKDWQPEVKLD,22,44,19.0,10.10073529033587,11 +137,21,44,43,xSFEApNApHVFQKDWQpEVKLD,SecB WT apo,30.0,6.718327,19,11.082561,0.064045,0,0,0.6062070851674085,Accession,,,2695.3515,2703.67192,0.073484,0.074174,5.22055,0.008342,0.007554258160930573,ISFEAPNAPHVFQKDWQPEVKLD,22,44,19.0,11.517934618180762,11 +200,21,44,43,xSFEApNApHVFQKDWQpEVKLD,SecB WT apo,60.0,7.34634,19,11.082561,0.064045,0,0,0.6628738610146157,Accession,,,2695.3515,2704.299932,0.0147,0.017833,5.226105,0.013311,0.0041549169628500564,ISFEAPNAPHVFQKDWQPEVKLD,22,44,19.0,12.594603359277697,11 +263,21,44,43,xSFEApNApHVFQKDWQpEVKLD,SecB WT apo,300.0,7.976603,19,11.082561,0.064045,0,0,0.7197436585280244,Accession,,,2695.3515,2704.930195,0.041068,0.042291,5.215243,0.005024,0.005644626763713075,ISFEAPNAPHVFQKDWQPEVKLD,22,44,19.0,13.675129512032463,11 +326,21,44,43,xSFEApNApHVFQKDWQpEVKLD,SecB WT apo,600.0,8.269436,19,11.082561,0.064045,0,0,0.74616652234082,Accession,,,2695.3515,2705.223028,0.07322,0.073913,5.227257,0.006423,0.007941862395996178,ISFEAPNAPHVFQKDWQPEVKLD,22,44,19.0,14.17716392447558,11 +389,21,44,43,xSFEApNApHVFQKDWQpEVKLD,SecB WT apo,6000.00048,9.837627,19,11.082561,0.064045,0,0,0.8876673000040333,Accession,,,2695.3515,2706.791219,0.107418,0.107892,5.224442,0.002162,0.01100409905765525,ISFEAPNAPHVFQKDWQPEVKLD,22,44,19.0,16.865678700076632,11 +12,24,33,32,xApNApHVF,SecB WT apo,0.0,0.0,6,2.961946,0.018193,0,0,0.0,Accession,,,981.4789,982.043067,0.022384,0.0,4.843671,0.00981,0.0,EAPNAPHVF,25,33,6.0,0.0,12 +75,24,33,32,xApNApHVF,SecB WT apo,10.020000000000001,1.513814,6,2.961946,0.018193,0,0,0.511087643056288,Accession,,,981.4789,983.556881,0.01248,0.025628,4.855928,0.011337,0.009204298243290816,EAPNAPHVF,25,33,6.0,3.0665258583377275,12 +138,24,33,32,xApNApHVF,SecB WT apo,30.0,2.110052,6,2.961946,0.018193,0,0,0.7123870590483419,Accession,,,981.4789,984.153119,0.040554,0.046321,4.850685,0.009714,0.016239318500369762,EAPNAPHVF,25,33,6.0,4.274322354290051,12 +201,24,33,32,xApNApHVF,SecB WT apo,60.0,2.534297,6,2.961946,0.018193,0,0,0.8556189072994578,Accession,,,981.4789,984.577364,0.021429,0.030988,4.853134,0.011057,0.011707850096175539,EAPNAPHVF,25,33,6.0,5.133713443796747,12 +264,24,33,32,xApNApHVF,SecB WT apo,300.0,2.91008,6,2.961946,0.018193,0,0,0.9824892148607705,Accession,,,981.4789,984.953147,0.030334,0.037699,4.844159,0.002923,0.014085946682340637,EAPNAPHVF,25,33,6.0,5.894935289164623,12 +327,24,33,32,xApNApHVF,SecB WT apo,600.0,2.843235,6,2.961946,0.018193,0,0,0.9599212814818365,Accession,,,981.4789,984.886302,0.054118,0.058565,4.855408,0.006017,0.020632847438467977,EAPNAPHVF,25,33,6.0,5.759527688891019,12 +390,24,33,32,xApNApHVF,SecB WT apo,6000.00048,2.990798,6,2.961946,0.018193,0,0,1.009740893318109,Accession,,,981.4789,985.033865,0.029936,0.037379,4.856934,0.002004,0.014061425637000137,EAPNAPHVF,25,33,6.0,6.058445359908653,12 +13,24,35,34,xApNApHVFQK,SecB WT apo,0.0,0.0,8,4.321766,0.016281,0,0,0.0,Accession,,,1237.6324,1238.349509,0.002106,0.0,4.043797,0.018325,0.0,EAPNAPHVFQK,25,35,8.0,0.0,13 +76,24,35,34,xApNApHVFQK,SecB WT apo,10.020000000000001,2.737222,8,4.321766,0.016281,0,0,0.6333572895894872,Accession,,,1237.6324,1241.086731,0.018532,0.018651,4.063379,0.013265,0.004931259931096214,EAPNAPHVFQK,25,35,8.0,5.066858316715898,13 +139,24,35,34,xApNApHVFQK,SecB WT apo,30.0,3.325432,8,4.321766,0.016281,0,0,0.7694613729665142,Accession,,,1237.6324,1241.674941,0.006483,0.006816,4.062224,0.005645,0.003299991084206046,EAPNAPHVFQK,25,35,8.0,6.155690983732113,13 +202,24,35,34,xApNApHVFQK,SecB WT apo,60.0,3.848745,8,4.321766,0.016281,0,0,0.89054914125383,Accession,,,1237.6324,1242.198254,0.018024,0.018147,4.071184,0.01117,0.005374632361305815,EAPNAPHVFQK,25,35,8.0,7.12439313003064,13 +265,24,35,34,xApNApHVFQK,SecB WT apo,300.0,4.219532,8,4.321766,0.016281,0,0,0.9763443925469356,Accession,,,1237.6324,1242.569041,0.02944,0.029515,4.060225,0.004092,0.007756859231119821,EAPNAPHVFQK,25,35,8.0,7.810755140375485,13 +328,24,35,34,xApNApHVFQK,SecB WT apo,600.0,4.200098,8,4.321766,0.016281,0,0,0.9718476196999096,Accession,,,1237.6324,1242.549607,0.068745,0.068777,4.069896,0.005124,0.01632980427757334,EAPNAPHVFQK,25,35,8.0,7.774780957599277,13 +391,24,35,34,xApNApHVFQK,SecB WT apo,6000.00048,4.347501,8,4.321766,0.016281,0,0,1.0059547416495942,Accession,,,1237.6324,1242.69701,0.027652,0.027732,4.071529,0.002716,0.007452314226773316,EAPNAPHVFQK,25,35,8.0,8.047637933196754,13 +14,24,42,41,xApNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,14,8.2421,0.035257,0,0,0.0,Accession,,,2120.056,2121.326433,0.019168,0.0,4.591402,0.008566,0.0,EAPNAPHVFQKDWQPEVK,25,42,14.0,0.0,14 +77,24,42,41,xApNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.100789,14,8.2421,0.035257,0,0,0.6188700695211171,Accession,,,2120.056,2126.427223,0.065831,0.068565,4.592665,0.01184,0.008729948556425463,EAPNAPHVFQKDWQPEVK,25,42,14.0,8.66418097329564,14 +140,24,42,41,xApNApHVFQKDWQpEVK,SecB WT apo,30.0,5.94407,14,8.2421,0.035257,0,0,0.7211839215733854,Accession,,,2120.056,2127.270503,0.135278,0.13663,4.592855,0.007013,0.016861700108849558,EAPNAPHVFQKDWQPEVK,25,42,14.0,10.096574902027395,14 +203,24,42,41,xApNApHVFQKDWQpEVK,SecB WT apo,60.0,6.54027,14,8.2421,0.035257,0,0,0.7935198553766636,Accession,,,2120.056,2127.866704,0.075323,0.077724,4.596004,0.011346,0.010022437450170257,EAPNAPHVFQKDWQPEVK,25,42,14.0,11.10927797527329,14 +266,24,42,41,xApNApHVFQKDWQpEVK,SecB WT apo,300.0,7.232498,14,8.2421,0.035257,0,0,0.8775067033886994,Accession,,,2120.056,2128.558931,0.057689,0.06079,4.588467,0.004618,0.008275799539639682,EAPNAPHVFQKDWQPEVK,25,42,14.0,12.285093847441791,14 +329,24,42,41,xApNApHVFQKDWQpEVK,SecB WT apo,600.0,7.329766,14,8.2421,0.035257,0,0,0.8893080646922508,Accession,,,2120.056,2128.656199,0.011615,0.022413,4.597915,0.005839,0.0046761584463658684,EAPNAPHVFQKDWQPEVK,25,42,14.0,12.450312905691511,14 +392,24,42,41,xApNApHVFQKDWQpEVK,SecB WT apo,6000.00048,8.219027,14,8.2421,0.035257,0,0,0.997200592082115,Accession,,,2120.056,2129.545461,0.053668,0.056988,4.601485,0.004145,0.008124230719516835,EAPNAPHVFQKDWQPEVK,25,42,14.0,13.96080828914961,14 +15,24,43,42,xApNApHVFQKDWQpEVKL,SecB WT apo,0.0,0.0,15,8.993855,0.080943,0,0,0.0,Accession,,,2233.14,2234.433663,0.108512,0.0,5.035648,0.011565,0.0,EAPNAPHVFQKDWQPEVKL,25,43,15.0,0.0,15 +78,24,43,42,xApNApHVFQKDWQpEVKL,SecB WT apo,10.020000000000001,5.944415,15,8.993855,0.080943,0,0,0.6609418319508154,Accession,,,2233.14,2240.378078,0.067002,0.127531,5.036118,0.011679,0.015376911695760507,EAPNAPHVFQKDWQPEVKL,25,43,15.0,9.91412747926223,15 +141,24,43,42,xApNApHVFQKDWQpEVKL,SecB WT apo,30.0,6.843973,15,8.993855,0.080943,0,0,0.7609610117129973,Accession,,,2233.14,2241.277636,0.128703,0.168343,5.028293,0.00815,0.01993110626296192,EAPNAPHVFQKDWQPEVKL,25,43,15.0,11.41441517569496,15 +204,24,43,42,xApNApHVFQKDWQpEVKL,SecB WT apo,60.0,7.534191,15,8.993855,0.080943,0,0,0.837704299213185,Accession,,,2233.14,2241.967855,0.045139,0.117526,5.033178,0.015487,0.015086262492792931,EAPNAPHVFQKDWQPEVKL,25,43,15.0,12.565564488197776,15 +267,24,43,42,xApNApHVFQKDWQpEVKL,SecB WT apo,300.0,8.270841,15,8.993855,0.080943,0,0,0.9196102227576496,Accession,,,2233.14,2242.704505,0.057745,0.12292,5.021996,0.004326,0.01597771353532392,EAPNAPHVFQKDWQPEVKL,25,43,15.0,13.794153341364744,15 +330,24,43,42,xApNApHVFQKDWQpEVKL,SecB WT apo,600.0,8.328111,15,8.993855,0.080943,0,0,0.925977903802096,Accession,,,2233.14,2242.761774,0.073101,0.130839,5.032951,0.007636,0.016765499762180766,EAPNAPHVFQKDWQPEVKL,25,43,15.0,13.88966855703144,15 +393,24,43,42,xApNApHVFQKDWQpEVKL,SecB WT apo,6000.00048,9.021415,15,8.993855,0.080943,0,0,1.0030643144680451,Accession,,,2233.14,2243.455079,0.04576,0.117766,5.034074,0.003512,0.015904337443163885,EAPNAPHVFQKDWQPEVKL,25,43,15.0,15.045964717020677,15 +16,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,13,7.98918,0.03342,0,0,0.0,Accession,,,1991.0134,1992.265126,0.011793,0.0,4.554136,0.007778,0.0,APNAPHVFQKDWQPEVK,27,42,13.0,0.0,16 +79,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.05386,13,7.98918,0.03342,0,0,0.6325880753719406,Accession,,,1991.0134,1997.318986,0.038793,0.040546,4.557487,0.012559,0.0057235688631563355,APNAPHVFQKDWQPEVK,27,42,13.0,8.223644979835228,16 +142,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,30.0,5.804013,13,7.98918,0.03342,0,0,0.7264841948735665,Accession,,,1991.0134,1998.069139,0.035454,0.037364,4.555642,0.007773,0.00557747295252882,APNAPHVFQKDWQPEVK,27,42,13.0,9.444294533356365,16 +205,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,60.0,6.289422,13,7.98918,0.03342,0,0,0.7872424954751301,Accession,,,1991.0134,1998.554548,0.016349,0.020159,4.561654,0.011823,0.004148720368635602,APNAPHVFQKDWQPEVK,27,42,13.0,10.234152441176692,16 +268,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,300.0,6.82974,13,7.98918,0.03342,0,0,0.8548737167018392,Accession,,,1991.0134,1999.094866,0.060482,0.061621,4.55161,0.004154,0.008501737169172742,APNAPHVFQKDWQPEVK,27,42,13.0,11.11335831712391,16 +331,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,600.0,6.990096,13,7.98918,0.03342,0,0,0.8749453636042748,Accession,,,1991.0134,1999.255222,0.073883,0.074818,4.563171,0.005357,0.010054725496081154,APNAPHVFQKDWQPEVK,27,42,13.0,11.374289726855572,16 +394,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,6000.00048,7.442045,13,7.98918,0.03342,0,0,0.9315154997133623,Accession,,,1991.0134,1999.707171,0.085639,0.086447,4.566844,0.005535,0.011500761577164375,APNAPHVFQKDWQPEVK,27,42,13.0,12.109701496273711,16 +17,33,44,43,xKDWQpEVKLD,SecB WT apo,0.0,0.0,9,4.541007,0.086153,0,0,0.0,Accession,,,1385.706,1386.582642,0.019394,0.0,4.688373,0.009154,0.0,QKDWQPEVKLD,34,44,9.0,0.0,17 +80,33,44,43,xKDWQpEVKLD,SecB WT apo,10.020000000000001,3.104521,9,4.541007,0.086153,0,0,0.6836635574444172,Accession,,,1385.706,1389.687163,0.064457,0.067311,4.693705,0.01204,0.01969659850483884,QKDWQPEVKLD,34,44,9.0,6.152972016999755,17 +143,33,44,43,xKDWQpEVKLD,SecB WT apo,30.0,3.27576,9,4.541007,0.086153,0,0,0.721373034659493,Accession,,,1385.706,1389.858402,0.023914,0.030789,4.691793,0.008008,0.015273482970443453,QKDWQPEVKLD,34,44,9.0,6.492357311935437,17 +206,33,44,43,xKDWQpEVKLD,SecB WT apo,60.0,3.385728,9,4.541007,0.086153,0,0,0.745589689687772,Accession,,,1385.706,1389.96837,0.026575,0.032899,4.70088,0.012517,0.015892864200986276,QKDWQPEVKLD,34,44,9.0,6.710307207189947,17 +269,33,44,43,xKDWQpEVKLD,SecB WT apo,300.0,3.646931,9,4.541007,0.086153,0,0,0.8031106316286234,Accession,,,1385.706,1390.229573,0.032004,0.037421,4.688273,0.004196,0.017322493016600722,QKDWQPEVKLD,34,44,9.0,7.2279956846576106,17 +332,33,44,43,xKDWQpEVKLD,SecB WT apo,600.0,3.681341,9,4.541007,0.086153,0,0,0.810688246021202,Accession,,,1385.706,1390.263983,0.040104,0.044547,4.701467,0.005041,0.018242710328501218,QKDWQPEVKLD,34,44,9.0,7.296194214190819,17 +395,33,44,43,xKDWQpEVKLD,SecB WT apo,6000.00048,4.08338,9,4.541007,0.086153,0,0,0.899223454180978,Accession,,,1385.706,1390.666023,0.033761,0.038935,4.699588,0.001831,0.01909365777275713,QKDWQPEVKLD,34,44,9.0,8.093011087628803,17 +18,35,42,41,xWQpEVK,SecB WT apo,0.0,0.0,5,2.773604,0.024238,0,0,0.0,Accession,,,901.4414,901.923476,0.006347,0.0,4.508263,0.006866,0.0,DWQPEVK,36,42,5.0,0.0,18 +81,35,42,41,xWQpEVK,SecB WT apo,10.020000000000001,1.725866,5,2.773604,0.024238,0,0,0.6222467230361651,Accession,,,901.4414,903.649343,0.009407,0.011348,4.51478,0.010775,0.00680502170844235,DWQPEVK,36,42,5.0,3.1112336151808258,18 +144,35,42,41,xWQpEVK,SecB WT apo,30.0,1.853122,5,2.773604,0.024238,0,0,0.6681278221404353,Accession,,,901.4414,903.776598,0.021266,0.022193,4.512842,0.00779,0.009905240640280423,DWQPEVK,36,42,5.0,3.3406391107021767,18 +207,35,42,41,xWQpEVK,SecB WT apo,60.0,1.970325,5,2.773604,0.024238,0,0,0.7103843951768168,Accession,,,901.4414,903.893802,0.008488,0.010599,4.519171,0.011407,0.007289798617255046,DWQPEVK,36,42,5.0,3.5519219758840843,18 +270,35,42,41,xWQpEVK,SecB WT apo,300.0,2.263941,5,2.773604,0.024238,0,0,0.8162452174138773,Accession,,,901.4414,904.187418,0.009782,0.011661,4.509167,0.004085,0.00827984370312452,DWQPEVK,36,42,5.0,4.081226087069386,18 +333,35,42,41,xWQpEVK,SecB WT apo,600.0,2.341189,5,2.773604,0.024238,0,0,0.8440963454047513,Accession,,,901.4414,904.264666,0.020951,0.021891,4.522256,0.007506,0.010802994280477462,DWQPEVK,36,42,5.0,4.220481727023756,18 +396,35,42,41,xWQpEVK,SecB WT apo,6000.00048,2.796684,5,2.773604,0.024238,0,0,1.0083213032574223,Accession,,,901.4414,904.72016,0.009338,0.011291,4.523787,0.000994,0.00970644520983395,DWQPEVK,36,42,5.0,5.0416065162871115,18 +19,37,47,46,xxEVKLDLDT,SecB WT apo,0.0,0.0,8,3.461806,0.000977,0,0,0.0,Accession,,,1157.6048,1158.286365,0.006939,0.0,4.098042,0.008218,0.0,QPEVKLDLDT,39,47,8.0,0.0,19 +82,37,47,46,xxEVKLDLDT,SecB WT apo,10.020000000000001,2.522283,8,3.461806,0.000977,0,0,0.7286032203999877,Accession,,,1157.6048,1160.808648,0.021748,0.022828,4.111478,0.013113,0.006597451167747178,QPEVKLDLDT,39,47,8.0,5.828825763199902,19 +145,37,47,46,xxEVKLDLDT,SecB WT apo,30.0,2.639573,8,3.461806,0.000977,0,0,0.7624843795406212,Accession,,,1157.6048,1160.925938,0.029707,0.030507,4.109585,0.005936,0.00881507919243917,QPEVKLDLDT,39,47,8.0,6.09987503632497,19 +208,37,47,46,xxEVKLDLDT,SecB WT apo,60.0,2.773916,8,3.461806,0.000977,0,0,0.8012915801752033,Accession,,,1157.6048,1161.060281,0.010413,0.012513,4.122692,0.014252,0.0036216545704544417,QPEVKLDLDT,39,47,8.0,6.410332641401626,19 +271,37,47,46,xxEVKLDLDT,SecB WT apo,300.0,3.087716,8,3.461806,0.000977,0,0,0.8919379075546116,Accession,,,1157.6048,1161.374081,0.034019,0.03472,4.108852,0.00318,0.010032605533206071,QPEVKLDLDT,39,47,8.0,7.135503260436892,19 +334,37,47,46,xxEVKLDLDT,SecB WT apo,600.0,3.102448,8,3.461806,0.000977,0,0,0.8961934897565027,Accession,,,1157.6048,1161.388813,0.036616,0.037267,4.119398,0.005366,0.010768161007719754,QPEVKLDLDT,39,47,8.0,7.169547918052022,19 +397,37,47,46,xxEVKLDLDT,SecB WT apo,6000.00048,3.537634,8,3.461806,0.000977,0,0,1.021904173717418,Accession,,,1157.6048,1161.823999,0.035894,0.036558,4.120225,0.002624,0.010564321234394816,QPEVKLDLDT,39,47,8.0,8.175233389739343,19 +20,42,52,51,xDLDTASSQL,SecB WT apo,0.0,0.0,9,5.63459,0.03405,0,0,0.0,Accession,,,1062.5313,1063.116166,0.012458,0.0,5.218036,0.009076,0.0,LDLDTASSQL,43,52,9.0,0.0,20 +83,42,52,51,xDLDTASSQL,SecB WT apo,10.020000000000001,2.961821,9,5.63459,0.03405,0,0,0.525649781084338,Accession,,,1062.5313,1066.077987,0.009859,0.015887,5.21257,0.007265,0.004247366108694396,LDLDTASSQL,43,52,9.0,4.730848029759042,20 +146,42,52,51,xDLDTASSQL,SecB WT apo,30.0,3.047375,9,5.63459,0.03405,0,0,0.5408334945399754,Accession,,,1062.5313,1066.16354,0.032771,0.03506,5.207577,0.009309,0.007028398582359234,LDLDTASSQL,43,52,9.0,4.867501450859779,20 +209,42,52,51,xDLDTASSQL,SecB WT apo,60.0,3.057755,9,5.63459,0.03405,0,0,0.5426756871396143,Accession,,,1062.5313,1066.173921,0.028608,0.031203,5.214842,0.009775,0.006435936159594422,LDLDTASSQL,43,52,9.0,4.884081184256529,20 +272,42,52,51,xDLDTASSQL,SecB WT apo,300.0,3.221018,9,5.63459,0.03405,0,0,0.5716508210890233,Accession,,,1062.5313,1066.337183,0.02389,0.026943,5.202938,0.004466,0.005899015704562852,LDLDTASSQL,43,52,9.0,5.14485738980121,20 +335,42,52,51,xDLDTASSQL,SecB WT apo,600.0,3.324394,9,5.63459,0.03405,0,0,0.5899974975996478,Accession,,,1062.5313,1066.44056,0.016024,0.020297,5.215755,0.006877,0.00506831641718362,LDLDTASSQL,43,52,9.0,5.3099774783968305,20 +398,42,52,51,xDLDTASSQL,SecB WT apo,6000.00048,4.195187,9,5.63459,0.03405,0,0,0.7445416614163586,Accession,,,1062.5313,1067.311353,0.068297,0.069424,5.214623,0.00292,0.013116843425769572,LDLDTASSQL,43,52,9.0,6.7008749527472276,20 +21,42,55,54,xDLDTASSQLADD,SecB WT apo,0.0,0.0,12,6.94944,0.074753,0,0,0.0,Accession,,,1363.6223,1364.365681,0.042452,0.0,5.033154,0.010791,0.0,LDLDTASSQLADD,43,55,12.0,0.0,21 +84,42,55,54,xDLDTASSQLADD,SecB WT apo,10.020000000000001,3.957912,12,6.94944,0.074753,0,0,0.5695296311645255,Accession,,,1363.6223,1368.323593,0.022521,0.048056,5.033525,0.012803,0.009238478026981618,LDLDTASSQLADD,43,55,12.0,6.834355573974306,21 +147,42,55,54,xDLDTASSQLADD,SecB WT apo,30.0,4.404772,12,6.94944,0.074753,0,0,0.6338312151770503,Accession,,,1363.6223,1368.770453,0.083923,0.094049,5.023578,0.008151,0.015153709677638344,LDLDTASSQLADD,43,55,12.0,7.605974582124604,21 +210,42,55,54,xDLDTASSQLADD,SecB WT apo,60.0,4.524499,12,6.94944,0.074753,0,0,0.6510595098310079,Accession,,,1363.6223,1368.89018,0.097967,0.106769,5.032588,0.014944,0.016884557071672895,LDLDTASSQLADD,43,55,12.0,7.812714117972095,21 +273,42,55,54,xDLDTASSQLADD,SecB WT apo,300.0,4.593927,12,6.94944,0.074753,0,0,0.6610499551042961,Accession,,,1363.6223,1368.959608,0.022372,0.047986,5.019813,0.003934,0.009911684220156692,LDLDTASSQLADD,43,55,12.0,7.932599461251553,21 +336,42,55,54,xDLDTASSQLADD,SecB WT apo,600.0,4.769993,12,6.94944,0.074753,0,0,0.6863852339181287,Accession,,,1363.6223,1369.135674,0.099414,0.108099,5.032359,0.007519,0.017218369877673372,LDLDTASSQLADD,43,55,12.0,8.236622807017543,21 +399,42,55,54,xDLDTASSQLADD,SecB WT apo,6000.00048,5.677163,12,6.94944,0.074753,0,0,0.8169238096882627,Accession,,,1363.6223,1370.042844,0.044327,0.061377,5.032093,0.003424,0.012458790459423344,LDLDTASSQLADD,43,55,12.0,9.803085716259153,21 +22,42,57,56,xDLDTASSQLADDVY,SecB WT apo,0.0,0.0,14,8.416065,0.046315,0,0,0.0,Accession,,,1625.7541,1626.688467,0.017652,0.0,5.67001,0.009194,0.0,LDLDTASSQLADDVY,43,57,14.0,0.0,22 +85,42,57,56,xDLDTASSQLADDVY,SecB WT apo,10.020000000000001,4.32331,14,8.416065,0.046315,0,0,0.5136973157883168,Accession,,,1625.7541,1631.011776,0.070045,0.072235,5.660149,0.014381,0.009036560449182114,LDLDTASSQLADDVY,43,57,14.0,7.191762421036435,22 +148,42,57,56,xDLDTASSQLADDVY,SecB WT apo,30.0,4.702209,14,8.416065,0.046315,0,0,0.558718237085859,Accession,,,1625.7541,1631.390676,0.029708,0.034556,5.65375,0.006545,0.005129598325268401,LDLDTASSQLADDVY,43,57,14.0,7.8220553192020255,22 +211,42,57,56,xDLDTASSQLADDVY,SecB WT apo,60.0,4.864884,14,8.416065,0.046315,0,0,0.5780473416020433,Accession,,,1625.7541,1631.553351,0.058154,0.060774,5.661449,0.011221,0.007890811925891129,LDLDTASSQLADDVY,43,57,14.0,8.092662782428606,22 +274,42,57,56,xDLDTASSQLADDVY,SecB WT apo,300.0,5.005428,14,8.416065,0.046315,0,0,0.5947468323973258,Accession,,,1625.7541,1631.693894,0.048511,0.051623,5.64932,0.001886,0.006952464034016343,LDLDTASSQLADDVY,43,57,14.0,8.326455653562562,22 +337,42,57,56,xDLDTASSQLADDVY,SecB WT apo,600.0,5.187988,14,8.416065,0.046315,0,0,0.6164386800719814,Accession,,,1625.7541,1631.876455,0.036602,0.040636,5.659367,0.007816,0.005900968916839332,LDLDTASSQLADDVY,43,57,14.0,8.63014152100774,22 +400,42,57,56,xDLDTASSQLADDVY,SecB WT apo,6000.00048,6.146337,14,8.416065,0.046315,0,0,0.7303100677097908,Accession,,,1625.7541,1632.834804,0.006786,0.018912,5.658733,0.003484,0.0046045735356531,LDLDTASSQLADDVY,43,57,14.0,10.22434094793707,22 +23,42,58,57,xDLDTASSQLADDVYE,SecB WT apo,0.0,0.0,15,8.797349,0.026752,0,0,0.0,Accession,,,1754.7967,1755.796984,0.007371,0.0,5.615135,0.009121,0.0,LDLDTASSQLADDVYE,43,58,15.0,0.0,23 +86,42,58,57,xDLDTASSQLADDVYE,SecB WT apo,10.020000000000001,4.342345,15,8.797349,0.026752,0,0,0.4935969915482493,Accession,,,1754.7967,1760.139329,0.050428,0.050964,5.600163,0.012454,0.005984402371433364,LDLDTASSQLADDVYE,43,58,15.0,7.40395487322374,23 +149,42,58,57,xDLDTASSQLADDVYE,SecB WT apo,30.0,4.821071,15,8.797349,0.026752,0,0,0.5480140665102634,Accession,,,1754.7967,1760.618055,0.036102,0.036847,5.594058,0.007018,0.004507768197004703,LDLDTASSQLADDVYE,43,58,15.0,8.22021099765395,23 +212,42,58,57,xDLDTASSQLADDVYE,SecB WT apo,60.0,5.074226,15,8.797349,0.026752,0,0,0.5767903490017277,Accession,,,1754.7967,1760.87121,0.058283,0.058748,5.599618,0.012309,0.006904421831786854,LDLDTASSQLADDVYE,43,58,15.0,8.651855235025915,23 +275,42,58,57,xDLDTASSQLADDVYE,SecB WT apo,300.0,5.188429,15,8.797349,0.026752,0,0,0.5897718733222929,Accession,,,1754.7967,1760.985413,0.023459,0.02459,5.587117,0.002339,0.003321049833469611,LDLDTASSQLADDVYE,43,58,15.0,8.846578099834392,23 +338,42,58,57,xDLDTASSQLADDVYE,SecB WT apo,600.0,5.362813,15,8.797349,0.026752,0,0,0.6095942084371099,Accession,,,1754.7967,1761.159797,0.010641,0.012945,5.604324,0.012718,0.002366750503727558,LDLDTASSQLADDVYE,43,58,15.0,9.143913126556647,23 +401,42,58,57,xDLDTASSQLADDVYE,SecB WT apo,6000.00048,6.522618,15,8.797349,0.026752,0,0,0.7414299466805283,Accession,,,1754.7967,1762.319601,0.05301,0.05352,5.598062,0.002282,0.006488000273595972,LDLDTASSQLADDVYE,43,58,15.0,11.121449200207925,23 +24,43,52,51,xLDTASSQL,SecB WT apo,0.0,0.0,8,4.553624,0.020853,0,0,0.0,Accession,,,949.4473,949.954147,0.030088,0.0,4.824319,0.011149,0.0,DLDTASSQL,44,52,8.0,0.0,24 +87,43,52,51,xLDTASSQL,SecB WT apo,10.020000000000001,2.168137,8,4.553624,0.020853,0,0,0.4761343931778294,Accession,,,949.4473,952.122284,0.015018,0.033628,4.820265,0.008635,0.00770005250438552,DLDTASSQL,44,52,8.0,3.8090751454226353,24 +150,43,52,51,xLDTASSQL,SecB WT apo,30.0,2.207933,8,4.553624,0.020853,0,0,0.48487380600594165,Accession,,,949.4473,952.16208,0.010534,0.031879,4.820441,0.008237,0.0073444907865317256,DLDTASSQL,44,52,8.0,3.8789904480475332,24 +213,43,52,51,xLDTASSQL,SecB WT apo,60.0,2.253566,8,4.553624,0.020853,0,0,0.4948950550155217,Accession,,,949.4473,952.207713,0.014622,0.033453,4.825615,0.01296,0.007688088480706702,DLDTASSQL,44,52,8.0,3.959160440124174,24 +276,43,52,51,xLDTASSQL,SecB WT apo,300.0,2.353156,8,4.553624,0.020853,0,0,0.5167655476165797,Accession,,,949.4473,952.307303,0.005031,0.030506,4.81445,0.00389,0.007104972029892408,DLDTASSQL,44,52,8.0,4.134124380932637,24 +339,43,52,51,xLDTASSQL,SecB WT apo,600.0,2.490391,8,4.553624,0.020853,0,0,0.5469030820287314,Accession,,,949.4473,952.444537,0.012937,0.032752,4.825095,0.006744,0.0076160872244670046,DLDTASSQL,44,52,8.0,4.375224656229851,24 +402,43,52,51,xLDTASSQL,SecB WT apo,6000.00048,3.442043,8,4.553624,0.020853,0,0,0.7558909123809958,Accession,,,949.4473,953.39619,0.033976,0.045384,4.826319,0.001683,0.010550582253365975,DLDTASSQL,44,52,8.0,6.0471272990479665,24 +25,45,52,51,xTASSQL,SecB WT apo,0.0,0.0,6,3.201185,0.006567,0,0,0.0,Accession,,,721.3363,721.711815,0.006524,0.0,4.208891,0.007333,0.0,DTASSQL,46,52,6.0,0.0,25 +88,45,52,51,xTASSQL,SecB WT apo,10.020000000000001,1.502049,6,3.201185,0.006567,0,0,0.46921655574420096,Accession,,,721.3363,723.213864,0.002184,0.00688,4.20918,0.009412,0.002354911383739563,DTASSQL,46,52,6.0,2.8152993344652057,25 +151,45,52,51,xTASSQL,SecB WT apo,30.0,1.430718,6,3.201185,0.006567,0,0,0.44693386980133915,Accession,,,721.3363,723.142532,0.04227,0.042771,4.207158,0.007695,0.013392410760492636,DTASSQL,46,52,6.0,2.6816032188080348,25 +214,45,52,51,xTASSQL,SecB WT apo,60.0,1.489663,6,3.201185,0.006567,0,0,0.46534736355443374,Accession,,,721.3363,723.201478,0.071277,0.071575,4.209848,0.012624,0.022379277604812536,DTASSQL,46,52,6.0,2.7920841813266026,25 +277,45,52,51,xTASSQL,SecB WT apo,300.0,1.577079,6,3.201185,0.006567,0,0,0.4926547512874138,Accession,,,721.3363,723.288894,0.005387,0.008461,4.203415,0.003805,0.002829716644038513,DTASSQL,46,52,6.0,2.955928507724483,25 +340,45,52,51,xTASSQL,SecB WT apo,600.0,1.697731,6,3.201185,0.006567,0,0,0.5303445442859441,Accession,,,721.3363,723.409546,0.031972,0.032631,4.21381,0.00548,0.010251308610750907,DTASSQL,46,52,6.0,3.1820672657156646,25 +403,45,52,51,xTASSQL,SecB WT apo,6000.00048,2.512378,6,3.201185,0.006567,0,0,0.7848274935687878,Accession,,,721.3363,724.224192,0.005177,0.008329,4.214913,0.002752,0.003059701432007654,DTASSQL,46,52,6.0,4.708964961412727,25 +26,61,69,68,xVTVTASL,SecB WT apo,0.0,0.0,7,3.776811,0.029739,0,0,0.0,Accession,,,846.5043,846.969946,0.011682,0.0,4.60409,0.007427,0.0,RVTVTASL,62,69,7.0,0.0,26 +89,61,69,68,xVTVTASL,SecB WT apo,10.020000000000001,0.588076,7,3.776811,0.029739,0,0,0.15570702372980805,Accession,,,846.5043,847.558023,0.025282,0.027851,4.610923,0.010063,0.007475439086196755,RVTVTASL,62,69,7.0,1.0899491661086564,26 +152,61,69,68,xVTVTASL,SecB WT apo,30.0,1.064051,7,3.776811,0.029739,0,0,0.28173265752509197,Accession,,,846.5043,848.033998,0.051742,0.053045,4.610487,0.007972,0.014219035797009658,RVTVTASL,62,69,7.0,1.9721286026756437,26 +215,61,69,68,xVTVTASL,SecB WT apo,60.0,1.477353,7,3.776811,0.029739,0,0,0.3911641329153087,Accession,,,846.5043,848.4473,0.03043,0.032595,4.617017,0.011227,0.009163451032577893,RVTVTASL,62,69,7.0,2.738148930407161,26 +278,61,69,68,xVTVTASL,SecB WT apo,300.0,1.776428,7,3.776811,0.029739,0,0,0.47035130961014465,Accession,,,846.5043,848.746375,0.004775,0.01262,4.607875,0.004035,0.0049881718229791185,RVTVTASL,62,69,7.0,3.2924591672710126,26 +341,61,69,68,xVTVTASL,SecB WT apo,600.0,1.836983,7,3.776811,0.029739,0,0,0.4863846774434834,Accession,,,846.5043,848.806929,0.005767,0.013028,4.618036,0.007269,0.0051542748353403086,RVTVTASL,62,69,7.0,3.404692742104384,26 +404,61,69,68,xVTVTASL,SecB WT apo,6000.00048,2.337007,7,3.776811,0.029739,0,0,0.6187778525322024,Accession,,,846.5043,849.306954,0.020296,0.023418,4.62259,0.003077,0.007885767353249685,RVTVTASL,62,69,7.0,4.3314449677254165,26 +27,61,72,71,xVTVTASLGEE,SecB WT apo,0.0,0.0,10,5.341473,0.037389,0,0,0.0,Accession,,,1161.611,1162.194518,0.018638,0.0,4.456524,0.006027,0.0,RVTVTASLGEE,62,72,10.0,0.0,27 +90,61,72,71,xVTVTASLGEE,SecB WT apo,10.020000000000001,1.959602,10,5.341473,0.037389,0,0,0.3668654695062579,Accession,,,1161.611,1164.15412,0.033789,0.038589,4.459736,0.008439,0.007667241043162236,RVTVTASLGEE,62,72,10.0,3.668654695062579,27 +153,61,72,71,xVTVTASLGEE,SecB WT apo,30.0,2.396051,10,5.341473,0.037389,0,0,0.4485749530138971,Accession,,,1161.611,1164.590569,0.058988,0.061863,4.459379,0.007265,0.011999723886711862,RVTVTASLGEE,62,72,10.0,4.485749530138971,27 +216,61,72,71,xVTVTASLGEE,SecB WT apo,60.0,2.99907,10,5.341473,0.037389,0,0,0.561468718460245,Accession,,,1161.611,1165.193588,0.077624,0.07983,4.461314,0.009722,0.015453429571398877,RVTVTASLGEE,62,72,10.0,5.614687184602451,27 +279,61,72,71,xVTVTASLGEE,SecB WT apo,300.0,3.197991,10,5.341473,0.037389,0,0,0.5987095694389919,Accession,,,1161.611,1165.392509,0.038483,0.042759,4.456982,0.00564,0.009035735838827504,RVTVTASLGEE,62,72,10.0,5.987095694389919,27 +342,61,72,71,xVTVTASLGEE,SecB WT apo,600.0,3.237018,10,5.341473,0.037389,0,0,0.6060159809850204,Accession,,,1161.611,1165.431536,0.031137,0.036289,4.468596,0.006222,0.008009383612931192,RVTVTASLGEE,62,72,10.0,6.060159809850204,27 +405,61,72,71,xVTVTASLGEE,SecB WT apo,6000.00048,3.855276,10,5.341473,0.037389,0,0,0.7217627047819956,Accession,,,1161.611,1166.049794,0.054646,0.057737,4.467194,0.000397,0.01193159424300004,RVTVTASLGEE,62,72,10.0,7.217627047819955,27 +28,61,75,74,xVTVTASLGEETAF,SecB WT apo,0.0,0.0,13,7.227718,0.036737,0,0,0.0,Accession,,,1480.7642,1481.549605,0.04375,0.0,5.240656,0.004867,0.0,RVTVTASLGEETAF,62,75,13.0,0.0,28 +91,61,75,74,xVTVTASLGEETAF,SecB WT apo,10.020000000000001,2.568924,13,7.227718,0.036737,0,0,0.3554267059118798,Accession,,,1480.7642,1484.118528,0.1324,0.139441,5.250404,0.010818,0.019376933576420695,RVTVTASLGEETAF,62,75,13.0,4.620547176854437,28 +154,61,75,74,xVTVTASLGEETAF,SecB WT apo,30.0,3.203035,13,7.227718,0.036737,0,0,0.44315992959326855,Accession,,,1480.7642,1484.75264,0.021999,0.048969,5.244905,0.006937,0.007139790477143331,RVTVTASLGEETAF,62,75,13.0,5.761079084712491,28 +217,61,75,74,xVTVTASLGEETAF,SecB WT apo,60.0,3.628008,13,7.227718,0.036737,0,0,0.5019576026624171,Accession,,,1480.7642,1485.177613,0.118346,0.126174,5.249892,0.01527,0.017642417663953348,RVTVTASLGEETAF,62,75,13.0,6.525448834611422,28 +280,61,75,74,xVTVTASLGEETAF,SecB WT apo,300.0,3.972681,13,7.227718,0.036737,0,0,0.549645268395917,Accession,,,1480.7642,1485.522285,0.025372,0.050574,5.239583,0.002607,0.00753433239776091,RVTVTASLGEETAF,62,75,13.0,7.145388489146921,28 +343,61,75,74,xVTVTASLGEETAF,SecB WT apo,600.0,4.253985,13,7.227718,0.036737,0,0,0.5885654365596444,Accession,,,1480.7642,1485.803589,0.010188,0.04492,5.251195,0.007226,0.0068974761232049285,RVTVTASLGEETAF,62,75,13.0,7.651350675275378,28 +406,61,75,74,xVTVTASLGEETAF,SecB WT apo,6000.00048,5.20508,13,7.227718,0.036737,0,0,0.7201553796094423,Accession,,,1480.7642,1486.754685,0.042985,0.061333,5.254047,0.004585,0.009241613007183484,RVTVTASLGEETAF,62,75,13.0,9.36201993492275,28 +29,61,76,75,xVTVTASLGEETAFL,SecB WT apo,0.0,0.0,14,7.681216,0.046195,0,0,0.0,Accession,,,1593.8483,1594.754368,0.026162,0.0,5.708366,0.009727,0.0,RVTVTASLGEETAFL,62,76,14.0,0.0,29 +92,61,76,75,xVTVTASLGEETAFL,SecB WT apo,10.020000000000001,2.427884,14,7.681216,0.046195,0,0,0.3160806830585158,Accession,,,1593.8483,1597.182253,0.028011,0.038328,5.713614,0.012706,0.005339656802794577,RVTVTASLGEETAFL,62,76,14.0,4.425129562819221,29 +155,61,76,75,xVTVTASLGEETAFL,SecB WT apo,30.0,2.986513,14,7.681216,0.046195,0,0,0.38880731904948385,Accession,,,1593.8483,1597.740881,0.061384,0.066726,5.707702,0.007447,0.008996108014935743,RVTVTASLGEETAFL,62,76,14.0,5.443302466692774,29 +218,61,76,75,xVTVTASLGEETAFL,SecB WT apo,60.0,3.481813,14,7.681216,0.046195,0,0,0.45328929690299036,Accession,,,1593.8483,1598.236181,0.024065,0.035547,5.710962,0.010948,0.005371028800760179,RVTVTASLGEETAFL,62,76,14.0,6.346050156641865,29 +281,61,76,75,xVTVTASLGEETAFL,SecB WT apo,300.0,3.832563,14,7.681216,0.046195,0,0,0.4989526397903665,Accession,,,1593.8483,1598.586932,0.055439,0.061302,5.702765,0.001351,0.008526249150634477,RVTVTASLGEETAFL,62,76,14.0,6.985336957065131,29 +344,61,76,75,xVTVTASLGEETAFL,SecB WT apo,600.0,4.121411,14,7.681216,0.046195,0,0,0.5365571024171173,Accession,,,1593.8483,1598.875779,0.060867,0.066251,5.717372,0.011094,0.009208932593196035,RVTVTASLGEETAFL,62,76,14.0,7.511799433839642,29 +407,61,76,75,xVTVTASLGEETAFL,SecB WT apo,6000.00048,5.113932,14,7.681216,0.046195,0,0,0.6657711487347837,Accession,,,1593.8483,1599.868301,0.015127,0.03022,5.714458,0.002869,0.005613396146114407,RVTVTASLGEETAFL,62,76,14.0,9.320796082286972,29 +30,62,69,68,xTVTASL,SecB WT apo,0.0,0.0,6,3.273373,0.023509,0,0,0.0,Accession,,,690.4032,690.753401,0.008764,0.0,4.931635,0.007075,0.0,VTVTASL,63,69,6.0,0.0,30 +93,62,69,68,xTVTASL,SecB WT apo,10.020000000000001,0.612599,6,3.273373,0.023509,0,0,0.1871461028119924,Accession,,,690.4032,691.366,0.033612,0.034736,4.939721,0.012611,0.010696463990269144,VTVTASL,63,69,6.0,1.1228766168719544,30 +156,62,69,68,xTVTASL,SecB WT apo,30.0,1.097,6,3.273373,0.023509,0,0,0.3351283217647363,Accession,,,690.4032,691.8504,0.031472,0.03267,4.933825,0.008732,0.01026664220409248,VTVTASL,63,69,6.0,2.0107699305884177,30 +219,62,69,68,xTVTASL,SecB WT apo,60.0,1.431379,6,3.273373,0.023509,0,0,0.43727952787537505,Accession,,,690.4032,692.18478,0.015906,0.018161,4.937261,0.01316,0.006375273035915772,VTVTASL,63,69,6.0,2.62367716725225,30 +282,62,69,68,xTVTASL,SecB WT apo,300.0,1.678634,6,3.273373,0.023509,0,0,0.5128147632426857,Accession,,,690.4032,692.432035,0.033904,0.035019,4.929584,0.002846,0.011314349856351711,VTVTASL,63,69,6.0,3.0768885794561145,30 +345,62,69,68,xTVTASL,SecB WT apo,600.0,1.715831,6,3.273373,0.023509,0,0,0.5241782711594433,Accession,,,690.4032,692.469232,0.022119,0.023792,4.942131,0.007239,0.008185411245257047,VTVTASL,63,69,6.0,3.1450696269566594,30 +408,62,69,68,xTVTASL,SecB WT apo,6000.00048,2.068517,6,3.273373,0.023509,0,0,0.6319221793544457,Accession,,,690.4032,692.821918,0.023284,0.024879,4.942763,0.002542,0.008852308485833751,VTVTASL,63,69,6.0,3.791533076126674,30 +31,64,76,75,xTASLGEETAFL,SecB WT apo,0.0,0.0,11,5.919469,0.103664,0,0,0.0,Accession,,,1237.6311,1238.297721,0.031037,0.0,5.936214,0.011706,0.0,VTASLGEETAFL,65,76,11.0,0.0,31 +94,64,76,75,xTASLGEETAFL,SecB WT apo,10.020000000000001,2.555359,11,5.919469,0.103664,0,0,0.4316872003215153,Accession,,,1237.6311,1240.85308,0.044321,0.054108,5.933431,0.011427,0.011861861866664925,VTASLGEETAFL,65,76,11.0,4.748559203536669,31 +157,64,76,75,xTASLGEETAFL,SecB WT apo,30.0,2.9421,11,5.919469,0.103664,0,0,0.4970209321140122,Accession,,,1237.6311,1241.239821,0.052534,0.061017,5.929581,0.009534,0.013491172848984836,VTASLGEETAFL,65,76,11.0,5.467230253254135,31 +220,64,76,75,xTASLGEETAFL,SecB WT apo,60.0,3.35551,11,5.919469,0.103664,0,0,0.5668599666625503,Accession,,,1237.6311,1241.653231,0.073917,0.080168,5.934974,0.012111,0.016791736595889877,VTASLGEETAFL,65,76,11.0,6.235459633288054,31 +283,64,76,75,xTASLGEETAFL,SecB WT apo,300.0,3.608118,11,5.919469,0.103664,0,0,0.6095340646264048,Accession,,,1237.6311,1241.905839,0.047012,0.056333,5.923419,0.002155,0.014300616814633134,VTASLGEETAFL,65,76,11.0,6.7048747108904525,31 +346,64,76,75,xTASLGEETAFL,SecB WT apo,600.0,3.827471,11,5.919469,0.103664,0,0,0.646590260038527,Accession,,,1237.6311,1242.125192,0.100593,0.105272,5.937995,0.010016,0.02108292107855547,VTASLGEETAFL,65,76,11.0,7.112492860423798,31 +409,64,76,75,xTASLGEETAFL,SecB WT apo,6000.00048,4.657349,11,5.919469,0.103664,0,0,0.7867849295266179,Accession,,,1237.6311,1242.95507,0.065291,0.072293,5.938012,0.00348,0.01841189118356526,VTASLGEETAFL,65,76,11.0,8.654634224792797,31 +32,66,75,74,xSLGEETAF,SecB WT apo,0.0,0.0,8,4.512616,0.036923,0,0,0.0,Accession,,,924.4309,924.969276,0.019006,0.0,5.291991,0.011922,0.0,ASLGEETAF,67,75,8.0,0.0,32 +95,66,75,74,xSLGEETAF,SecB WT apo,10.020000000000001,2.505723,8,4.512616,0.036923,0,0,0.5552706013540705,Accession,,,924.4309,927.475,0.021243,0.028504,5.298938,0.010255,0.007780751601905846,ASLGEETAF,67,75,8.0,4.442164810832564,32 +158,66,75,74,xSLGEETAF,SecB WT apo,30.0,2.84493,8,4.512616,0.036923,0,0,0.6304391953580806,Accession,,,924.4309,927.814206,0.052246,0.055595,5.293805,0.00883,0.013356225302172273,ASLGEETAF,67,75,8.0,5.043513562864645,32 +221,66,75,74,xSLGEETAF,SecB WT apo,60.0,3.117615,8,4.512616,0.036923,0,0,0.6908664508568865,Accession,,,924.4309,928.086892,0.034027,0.038975,5.3006,0.010574,0.010322306162009368,ASLGEETAF,67,75,8.0,5.526931606855092,32 +284,66,75,74,xSLGEETAF,SecB WT apo,300.0,3.355997,8,4.512616,0.036923,0,0,0.7436921289114783,Accession,,,924.4309,928.325273,0.028874,0.034568,5.288507,0.003759,0.00978302879253631,ASLGEETAF,67,75,8.0,5.949537031291826,32 +347,66,75,74,xSLGEETAF,SecB WT apo,600.0,3.434533,8,4.512616,0.036923,0,0,0.761095781249723,Accession,,,924.4309,928.403809,0.030546,0.035977,5.302058,0.007228,0.010116425751713645,ASLGEETAF,67,75,8.0,6.088766249997784,32 +410,66,75,74,xSLGEETAF,SecB WT apo,6000.00048,4.144044,8,4.512616,0.036923,0,0,0.9183240940509895,Accession,,,924.4309,929.11332,0.063138,0.065936,5.302276,0.00296,0.016430271916061875,ASLGEETAF,67,75,8.0,7.346592752407916,32 +33,66,76,75,xSLGEETAFL,SecB WT apo,0.0,0.0,9,4.82295,0.028983,0,0,0.0,Accession,,,1037.515,1038.170153,0.00597,0.0,5.905762,0.010837,0.0,ASLGEETAFL,67,76,9.0,0.0,33 +96,66,76,75,xSLGEETAFL,SecB WT apo,10.020000000000001,2.49515,9,4.82295,0.028983,0,0,0.5173493401341503,Accession,,,1037.515,1040.665303,0.022772,0.023542,5.899014,0.011144,0.005787240672182436,ASLGEETAFL,67,76,9.0,4.656144061207353,33 +159,66,76,75,xSLGEETAFL,SecB WT apo,30.0,2.7357,9,4.82295,0.028983,0,0,0.5672254533014027,Accession,,,1037.515,1040.905853,0.041942,0.042365,5.897067,0.009713,0.009422235035593992,ASLGEETAFL,67,76,9.0,5.105029079712624,33 +222,66,76,75,xSLGEETAFL,SecB WT apo,60.0,2.959804,9,4.82295,0.028983,0,0,0.6136916202738988,Accession,,,1037.515,1041.129958,0.01136,0.012833,5.902895,0.012169,0.004547600446981816,ASLGEETAFL,67,76,9.0,5.523224582465089,33 +285,66,76,75,xSLGEETAFL,SecB WT apo,300.0,3.194593,9,4.82295,0.028983,0,0,0.662373236297287,Accession,,,1037.515,1041.364746,0.041903,0.042327,5.890946,0.001535,0.009636655140211833,ASLGEETAFL,67,76,9.0,5.961359126675583,33 +348,66,76,75,xSLGEETAFL,SecB WT apo,600.0,3.328224,9,4.82295,0.028983,0,0,0.6900805523590334,Accession,,,1037.515,1041.498377,0.018604,0.019538,5.905404,0.009034,0.005797267027746627,ASLGEETAFL,67,76,9.0,6.210724971231301,33 +411,66,76,75,xSLGEETAFL,SecB WT apo,6000.00048,3.930713,9,4.82295,0.028983,0,0,0.8150018142423207,Accession,,,1037.515,1042.100866,0.022963,0.023726,5.906348,0.002697,0.006941727883834274,ASLGEETAFL,67,76,9.0,7.335016328180886,33 +34,75,85,84,xCEVQQGGIF,SecB WT apo,0.0,0.0,9,2.452847,0.025554,0,0,0.0,Accession,,,1093.5347,1094.233897,0.010189,0.0,5.733692,0.011061,0.0,LCEVQQGGIF,76,85,9.0,0.0,34 +97,75,85,84,xCEVQQGGIF,SecB WT apo,10.020000000000001,0.206786,9,2.452847,0.025554,0,0,0.08430448372849998,Accession,,,1093.5347,1094.440682,0.021012,0.023352,5.73381,0.012388,0.009560792700702135,LCEVQQGGIF,76,85,9.0,0.7587403535564998,34 +160,75,85,84,xCEVQQGGIF,SecB WT apo,30.0,0.205364,9,2.452847,0.025554,0,0,0.0837247492403725,Accession,,,1093.5347,1094.439261,0.027072,0.028926,5.729263,0.007869,0.011825040809262777,LCEVQQGGIF,76,85,9.0,0.7535227431633525,34 +223,75,85,84,xCEVQQGGIF,SecB WT apo,60.0,0.197006,9,2.452847,0.025554,0,0,0.08031728028694818,Accession,,,1093.5347,1094.430902,0.017266,0.020049,5.735534,0.01114,0.008216484888887812,LCEVQQGGIF,76,85,9.0,0.7228555225825336,34 +286,75,85,84,xCEVQQGGIF,SecB WT apo,300.0,0.230177,9,2.452847,0.025554,0,0,0.09384074913763475,Accession,,,1093.5347,1094.464074,0.012419,0.016064,5.724709,0.001019,0.006621692665700025,LCEVQQGGIF,76,85,9.0,0.8445667422387128,34 +349,75,85,84,xCEVQQGGIF,SecB WT apo,600.0,0.298865,9,2.452847,0.025554,0,0,0.12184412643756418,Accession,,,1093.5347,1094.532761,0.02633,0.028233,5.737679,0.008772,0.011580081892079,LCEVQQGGIF,76,85,9.0,1.0965971379380777,34 +412,75,85,84,xCEVQQGGIF,SecB WT apo,6000.00048,0.778771,9,2.452847,0.025554,0,0,0.3174967700798296,Accession,,,1093.5347,1095.012668,0.014059,0.017363,5.737707,0.002436,0.007813394872795473,LCEVQQGGIF,76,85,9.0,2.8574709307184665,34 +35,76,85,84,xEVQQGGIF,SecB WT apo,0.0,0.0,8,2.245694,0.058034,0,0,0.0,Accession,,,980.4506,981.068573,0.003638,0.0,5.505928,0.012573,0.0,CEVQQGGIF,77,85,8.0,0.0,35 +98,76,85,84,xEVQQGGIF,SecB WT apo,10.020000000000001,0.220227,8,2.245694,0.058034,0,0,0.09806634385628675,Accession,,,980.4506,981.2888,0.027091,0.027334,5.50864,0.011003,0.012432767693253122,CEVQQGGIF,77,85,8.0,0.784530750850294,35 +161,76,85,84,xEVQQGGIF,SecB WT apo,30.0,0.198458,8,2.245694,0.058034,0,0,0.08837268122905437,Accession,,,980.4506,981.267031,0.017382,0.017759,5.504968,0.008503,0.008231183195522048,CEVQQGGIF,77,85,8.0,0.7069814498324349,35 +224,76,85,84,xEVQQGGIF,SecB WT apo,60.0,0.211534,8,2.245694,0.058034,0,0,0.09419538013638547,Accession,,,980.4506,981.280107,0.03485,0.03504,5.512583,0.011892,0.015791933015087363,CEVQQGGIF,77,85,8.0,0.7535630410910837,35 +287,76,85,84,xEVQQGGIF,SecB WT apo,300.0,0.23393,8,2.245694,0.058034,0,0,0.1041682437589449,Accession,,,980.4506,981.302503,0.009161,0.009857,5.501113,0.004389,0.005149025361870958,CEVQQGGIF,77,85,8.0,0.8333459500715592,35 +350,76,85,84,xEVQQGGIF,SecB WT apo,600.0,0.291119,8,2.245694,0.058034,0,0,0.12963431349061805,Accession,,,980.4506,981.359692,0.008343,0.009102,5.515502,0.007909,0.005258365283132613,CEVQQGGIF,77,85,8.0,1.0370745079249444,35 +413,76,85,84,xEVQQGGIF,SecB WT apo,6000.00048,0.774915,8,2.245694,0.058034,0,0,0.34506704831557644,Accession,,,980.4506,981.843488,0.121699,0.121753,5.513577,0.002135,0.05494465913457017,CEVQQGGIF,77,85,8.0,2.7605363865246115,35 +36,78,85,84,xQQGGIF,SecB WT apo,0.0,0.0,6,1.481827,0.023424,0,0,0.0,Accession,,,748.3988,748.806909,0.014193,0.0,5.400978,0.007308,0.0,VQQGGIF,79,85,6.0,0.0,36 +99,78,85,84,xQQGGIF,SecB WT apo,10.020000000000001,0.246831,6,1.481827,0.023424,0,0,0.16657207622752182,Accession,,,748.3988,749.05374,0.020349,0.02481,5.407937,0.009775,0.016948629097690026,VQQGGIF,79,85,6.0,0.999432457365131,36 +162,78,85,84,xQQGGIF,SecB WT apo,30.0,0.247085,6,1.481827,0.023424,0,0,0.16674348625041924,Accession,,,748.3988,749.053994,0.007423,0.016017,5.403757,0.00849,0.011125687813479014,VQQGGIF,79,85,6.0,1.0004609175025154,36 +225,78,85,84,xQQGGIF,SecB WT apo,60.0,0.252103,6,1.481827,0.023424,0,0,0.17012984646655785,Accession,,,748.3988,749.059012,0.011359,0.018179,5.411002,0.013625,0.012559276679969946,VQQGGIF,79,85,6.0,1.0207790787993472,36 +288,78,85,84,xQQGGIF,SecB WT apo,300.0,0.238117,6,1.481827,0.023424,0,0,0.16069149772544297,Accession,,,748.3988,749.045026,0.012396,0.018844,5.398332,0.004651,0.012967945202209358,VQQGGIF,79,85,6.0,0.9641489863526578,36 +351,78,85,84,xQQGGIF,SecB WT apo,600.0,0.307286,6,1.481827,0.023424,0,0,0.20736968620493484,Accession,,,748.3988,749.114195,0.00755,0.016076,5.41209,0.005881,0.011333185077022407,VQQGGIF,79,85,6.0,1.2442181172296092,36 +414,78,85,84,xQQGGIF,SecB WT apo,6000.00048,0.549687,6,1.481827,0.023424,0,0,0.37095220967089954,Accession,,,748.3988,749.356596,0.001912,0.014321,5.412461,0.002927,0.011304227488656449,VQQGGIF,79,85,6.0,2.2257132580253973,36 +37,85,94,93,xIAGIEGTQ,SecB WT apo,0.0,0.0,8,4.718741,0.031945,0,0,0.0,Accession,,,875.4469,875.900913,0.007642,0.0,4.540678,0.007549,0.0,SIAGIEGTQ,86,94,8.0,0.0,37 +100,85,94,93,xIAGIEGTQ,SecB WT apo,10.020000000000001,3.471194,8,4.718741,0.031945,0,0,0.7356186745574721,Accession,,,875.4469,879.372107,0.011399,0.013723,4.541664,0.009117,0.005766974288586313,SIAGIEGTQ,86,94,8.0,5.884949396459777,37 +163,85,94,93,xIAGIEGTQ,SecB WT apo,30.0,3.790283,8,4.718741,0.031945,0,0,0.8032403134649688,Accession,,,875.4469,879.691196,0.056331,0.056847,4.539846,0.007409,0.013217466274977168,SIAGIEGTQ,86,94,8.0,6.425922507719751,37 +226,85,94,93,xIAGIEGTQ,SecB WT apo,60.0,4.050528,8,4.718741,0.031945,0,0,0.85839167693247,Accession,,,875.4469,879.95144,0.065367,0.065812,4.543664,0.00983,0.01510915746720219,SIAGIEGTQ,86,94,8.0,6.86713341545976,37 +289,85,94,93,xIAGIEGTQ,SecB WT apo,300.0,4.361,8,4.718741,0.031945,0,0,0.9241871931517327,Accession,,,875.4469,880.261913,0.03558,0.036391,4.536374,0.004998,0.009930755727923705,SIAGIEGTQ,86,94,8.0,7.393497545213862,37 +352,85,94,93,xIAGIEGTQ,SecB WT apo,600.0,4.546077,8,4.718741,0.031945,0,0,0.9634088838527057,Accession,,,875.4469,880.446989,0.025712,0.026823,4.548367,0.005692,0.0086515704853404,SIAGIEGTQ,86,94,8.0,7.707271070821646,37 +415,85,94,93,xIAGIEGTQ,SecB WT apo,6000.00048,4.732005,8,4.718741,0.031945,0,0,1.0028109192685084,Accession,,,875.4469,880.632918,0.014608,0.016486,4.551498,0.00085,0.007635085912690447,SIAGIEGTQ,86,94,8.0,8.022487354148067,37 +38,85,95,94,xIAGIEGTQM,SecB WT apo,0.0,0.0,9,5.768652,0.023558,0,0,0.0,Accession,,,1006.4874,1007.119518,0.022025,0.0,5.072252,0.008331,0.0,SIAGIEGTQM,86,95,9.0,0.0,38 +101,85,95,94,xIAGIEGTQM,SecB WT apo,10.020000000000001,4.386399,9,5.768652,0.023558,0,0,0.7603854418675281,Accession,,,1006.4874,1011.505917,0.045264,0.050338,5.069829,0.010062,0.00926217890390323,SIAGIEGTQM,86,95,9.0,6.843468976807753,38 +164,85,95,94,xIAGIEGTQM,SecB WT apo,30.0,4.805422,9,5.768652,0.023558,0,0,0.8330233822390395,Accession,,,1006.4874,1011.92494,0.077368,0.080442,5.06676,0.008077,0.014353639937346237,SIAGIEGTQM,86,95,9.0,7.497210440151355,38 +227,85,95,94,xIAGIEGTQM,SecB WT apo,60.0,4.956929,9,5.768652,0.023558,0,0,0.8592872303616165,Accession,,,1006.4874,1012.076448,0.044605,0.049746,5.073003,0.009464,0.009310155883922911,SIAGIEGTQM,86,95,9.0,7.733585073254548,38 +290,85,95,94,xIAGIEGTQM,SecB WT apo,300.0,5.626253,9,5.768652,0.023558,0,0,0.9753150302705034,Accession,,,1006.4874,1012.745771,0.009847,0.024126,5.0623,0.001465,0.005775421039409497,SIAGIEGTQM,86,95,9.0,8.77783527243453,38 +353,85,95,94,xIAGIEGTQM,SecB WT apo,600.0,5.599848,9,5.768652,0.023558,0,0,0.970737704406506,Accession,,,1006.4874,1012.719366,0.101544,0.103906,5.074473,0.006025,0.018443271817286923,SIAGIEGTQM,86,95,9.0,8.736639339658554,38 +416,85,95,94,xIAGIEGTQM,SecB WT apo,6000.00048,5.706026,9,5.768652,0.023558,0,0,0.9891437375664192,Accession,,,1006.4874,1012.825544,0.01789,0.028376,5.074358,0.001995,0.006365046135512538,SIAGIEGTQM,86,95,9.0,8.902293638097772,38 +39,99,107,106,xAYCpNIL,SecB WT apo,0.0,0.0,6,3.27942,0.02358,0,0,0.0,Accession,,,850.4128,850.922553,0.030256,0.0,5.699317,0.011177,0.0,GAYCPNIL,100,107,6.0,0.0,39 +102,99,107,106,xAYCpNIL,SecB WT apo,10.020000000000001,0.332853,6,3.27942,0.02358,0,0,0.10149752090308653,Accession,,,850.4128,851.255406,0.021287,0.036994,5.702665,0.012379,0.011304235600954114,GAYCPNIL,100,107,6.0,0.6089851254185192,39 +165,99,107,106,xAYCpNIL,SecB WT apo,30.0,0.555587,6,3.27942,0.02358,0,0,0.16941623823724927,Accession,,,850.4128,851.47814,0.018036,0.035224,5.69673,0.008156,0.010809779755003393,GAYCPNIL,100,107,6.0,1.0164974294234956,39 +228,99,107,106,xAYCpNIL,SecB WT apo,60.0,0.696547,6,3.27942,0.02358,0,0,0.21239944868299884,Accession,,,850.4128,851.6191,0.028474,0.041547,5.703541,0.012326,0.012760727360233879,GAYCPNIL,100,107,6.0,1.274396692097993,39 +291,99,107,106,xAYCpNIL,SecB WT apo,300.0,0.998134,6,3.27942,0.02358,0,0,0.30436296662214657,Accession,,,850.4128,851.920688,0.006377,0.030921,5.692719,0.000276,0.009679444853552262,GAYCPNIL,100,107,6.0,1.8261777997328794,39 +354,99,107,106,xAYCpNIL,SecB WT apo,600.0,1.022606,6,3.27942,0.02358,0,0,0.3118252617840959,Accession,,,850.4128,851.945159,0.027948,0.041189,5.708686,0.010156,0.012758398696029622,GAYCPNIL,100,107,6.0,1.8709515707045754,39 +417,99,107,106,xAYCpNIL,SecB WT apo,6000.00048,1.930792,6,3.27942,0.02358,0,0,0.588760207597685,Accession,,,850.4128,852.853345,0.009748,0.031788,5.70505,0.002937,0.010577288245932157,GAYCPNIL,100,107,6.0,3.53256124558611,39 +40,99,108,107,xAYCpNILF,SecB WT apo,0.0,0.0,7,3.337438,0.025744,0,0,0.0,Accession,,,997.4812,998.133744,0.014844,0.0,6.387032,0.011941,0.0,GAYCPNILF,100,108,7.0,0.0,40 +103,99,108,107,xAYCpNILF,SecB WT apo,10.020000000000001,0.330716,7,3.337438,0.025744,0,0,0.0990927771542123,Accession,,,997.4812,998.46446,0.033718,0.036841,6.385149,0.011452,0.01106513965185583,GAYCPNILF,100,108,7.0,0.6936494400794861,40 +166,99,108,107,xAYCpNILF,SecB WT apo,30.0,0.516249,7,3.337438,0.025744,0,0,0.15468422184921485,Accession,,,997.4812,998.649994,0.011167,0.018575,6.38147,0.00818,0.005692110144121771,GAYCPNILF,100,108,7.0,1.082789552944504,40 +229,99,108,107,xAYCpNILF,SecB WT apo,60.0,0.653354,7,3.337438,0.025744,0,0,0.19576513481299126,Accession,,,997.4812,998.787098,0.005931,0.015985,6.388042,0.011224,0.005022012640079393,GAYCPNILF,100,108,7.0,1.370355943690939,40 +292,99,108,107,xAYCpNILF,SecB WT apo,300.0,0.995175,7,3.337438,0.025744,0,0,0.29818531460359715,Accession,,,997.4812,999.12892,0.008806,0.017259,6.374323,0.000834,0.005659787294837245,GAYCPNILF,100,108,7.0,2.08729720222518,40 +355,99,108,107,xAYCpNILF,SecB WT apo,600.0,1.098155,7,3.337438,0.025744,0,0,0.329041318520374,Accession,,,997.4812,999.2319,0.004731,0.01558,6.390045,0.01121,0.005313629470198967,GAYCPNILF,100,108,7.0,2.303289229642618,40 +418,99,108,107,xAYCpNILF,SecB WT apo,6000.00048,1.966305,7,3.337438,0.025744,0,0,0.5891660009863854,Accession,,,997.4812,1000.10005,0.014143,0.020503,6.389149,0.003739,0.0076416238441085445,GAYCPNILF,100,108,7.0,4.124162006904697,40 +41,99,113,112,xAYCpNILFpYARE,SecB WT apo,0.0,0.0,11,5.099171,0.025247,0,0,0.0,Accession,,,1613.7781,1614.781408,0.033919,0.0,5.984014,0.008958,0.0,GAYCPNILFPYARE,100,113,11.0,0.0,41 +104,99,113,112,xAYCpNILFpYARE,SecB WT apo,10.020000000000001,0.411113,11,5.099171,0.025247,0,0,0.08062349742732691,Accession,,,1613.7781,1615.192522,0.029493,0.044948,5.982075,0.010407,0.008823800171303166,GAYCPNILFPYARE,100,113,11.0,0.8868584717005961,41 +167,99,113,112,xAYCpNILFpYARE,SecB WT apo,30.0,0.587321,11,5.099171,0.025247,0,0,0.11517970273991596,Accession,,,1613.7781,1615.36873,0.035405,0.04903,5.977272,0.009645,0.009632185017188212,GAYCPNILFPYARE,100,113,11.0,1.2669767301390755,41 +230,99,113,112,xAYCpNILFpYARE,SecB WT apo,60.0,0.766899,11,5.099171,0.025247,0,0,0.15039679979353507,Accession,,,1613.7781,1615.548308,0.058039,0.067224,5.980991,0.012074,0.013204332831329154,GAYCPNILFPYARE,100,113,11.0,1.6543647977288858,41 +293,99,113,112,xAYCpNILFpYARE,SecB WT apo,300.0,1.128477,11,5.099171,0.025247,0,0,0.2213059730689557,Accession,,,1613.7781,1615.909885,0.081756,0.088513,5.973363,0.001324,0.017392860910512727,GAYCPNILFPYARE,100,113,11.0,2.4343657037585125,41 +356,99,113,112,xAYCpNILFpYARE,SecB WT apo,600.0,1.21078,11,5.099171,0.025247,0,0,0.23744643982325753,Accession,,,1613.7781,1615.992188,0.020457,0.03961,5.988351,0.010758,0.00785639008720589,GAYCPNILFPYARE,100,113,11.0,2.6119108380558327,41 +419,99,113,112,xAYCpNILFpYARE,SecB WT apo,6000.00048,2.665602,11,5.099171,0.025247,0,0,0.5227520316537727,Accession,,,1613.7781,1617.44701,0.038564,0.051359,5.983828,0.002289,0.01039926941985504,GAYCPNILFPYARE,100,113,11.0,5.7502723481914995,41 +42,99,114,113,xAYCpNILFpYAREC,SecB WT apo,0.0,0.0,12,5.223489,0.096278,0,0,0.0,Accession,,,1716.7873,1717.840479,0.065036,0.0,6.113081,0.00972,0.0,GAYCPNILFPYAREC,100,114,12.0,0.0,42 +105,99,114,113,xAYCpNILFpYAREC,SecB WT apo,10.020000000000001,0.388624,12,5.223489,0.096278,0,0,0.07439931432802865,Accession,,,1716.7873,1718.229103,0.014471,0.066627,6.112173,0.012173,0.01282877000200915,GAYCPNILFPYAREC,100,114,12.0,0.8927917719363438,42 +168,99,114,113,xAYCpNILFpYAREC,SecB WT apo,30.0,0.47114,12,5.223489,0.096278,0,0,0.09019641852409377,Accession,,,1716.7873,1718.311619,0.070468,0.095893,6.108338,0.004909,0.018433158224204934,GAYCPNILFPYAREC,100,114,12.0,1.0823570222891252,42 +231,99,114,113,xAYCpNILFpYAREC,SecB WT apo,60.0,0.656607,12,5.223489,0.096278,0,0,0.1257027630382681,Accession,,,1716.7873,1718.497086,0.05163,0.083038,6.111782,0.010779,0.016064990520219292,GAYCPNILFPYAREC,100,114,12.0,1.5084331564592173,42 +294,99,114,113,xAYCpNILFpYAREC,SecB WT apo,300.0,0.923092,12,5.223489,0.096278,0,0,0.1767194302505471,Accession,,,1716.7873,1718.763571,0.029971,0.07161,6.100486,0.000803,0.014090868708854344,GAYCPNILFPYAREC,100,114,12.0,2.1206331630065653,42 +357,99,114,113,xAYCpNILFpYAREC,SecB WT apo,600.0,0.934286,12,5.223489,0.096278,0,0,0.17886244232542656,Accession,,,1716.7873,1718.774765,0.027074,0.070446,6.116979,0.010202,0.013883486628212337,GAYCPNILFPYAREC,100,114,12.0,2.1463493079051186,42 +420,99,114,113,xAYCpNILFpYAREC,SecB WT apo,6000.00048,1.960208,12,5.223489,0.096278,0,0,0.3752679483004559,Accession,,,1716.7873,1719.800686,0.103378,0.122134,6.114223,0.002676,0.02438331651688056,GAYCPNILFPYAREC,100,114,12.0,4.503215379605471,42 +43,101,108,107,xCpNILF,SecB WT apo,0.0,0.0,5,1.880751,0.035057,0,0,0.0,Accession,,,869.4226,870.025604,0.008444,0.0,6.428638,0.010335,0.0,YCPNILF,102,108,5.0,0.0,43 +106,101,108,107,xCpNILF,SecB WT apo,10.020000000000001,0.082416,5,1.880751,0.035057,0,0,0.04382079286412715,Accession,,,869.4226,870.10802,0.003041,0.008975,6.426963,0.011327,0.004841431193098424,YCPNILF,102,108,5.0,0.21910396432063575,43 +169,101,108,107,xCpNILF,SecB WT apo,30.0,0.079191,5,1.880751,0.035057,0,0,0.04210605231633533,Accession,,,869.4226,870.104795,0.005186,0.009909,6.423144,0.008016,0.0053267777292638225,YCPNILF,102,108,5.0,0.21053026158167665,43 +232,101,108,107,xCpNILF,SecB WT apo,60.0,0.097079,5,1.880751,0.035057,0,0,0.051617146554753926,Accession,,,869.4226,870.122683,0.006534,0.010677,6.43107,0.011184,0.005757942116040185,YCPNILF,102,108,5.0,0.2580857327737696,43 +295,101,108,107,xCpNILF,SecB WT apo,300.0,0.14145,5,1.880751,0.035057,0,0,0.07520931797989207,Accession,,,869.4226,870.167054,0.012642,0.015203,6.415133,0.001271,0.008204135690457857,YCPNILF,102,108,5.0,0.3760465898994603,43 +358,101,108,107,xCpNILF,SecB WT apo,600.0,0.157728,5,1.880751,0.035057,0,0,0.08386437120065336,Accession,,,869.4226,870.183332,0.003843,0.009278,6.431774,0.010191,0.0051748907785410456,YCPNILF,102,108,5.0,0.4193218560032668,43 +421,101,108,107,xCpNILF,SecB WT apo,6000.00048,0.703323,5,1.880751,0.035057,0,0,0.37395859419987015,Accession,,,869.4226,870.728927,0.014618,0.016882,6.431169,0.002964,0.011364890806404593,YCPNILF,102,108,5.0,1.8697929709993508,43 +44,101,113,112,xCpNILFpYARE,SecB WT apo,0.0,0.0,9,4.069781,0.022773,0,0,0.0,Accession,,,1485.7195,1486.670306,0.009649,0.0,6.004578,0.009729,0.0,YCPNILFPYARE,102,113,9.0,0.0,44 +107,101,113,112,xCpNILFpYARE,SecB WT apo,10.020000000000001,0.288947,9,4.069781,0.022773,0,0,0.07099816918895636,Accession,,,1485.7195,1486.959253,0.007476,0.012206,6.002628,0.011095,0.0030253765552078486,YCPNILFPYARE,102,113,9.0,0.6389835227006073,44 +170,101,113,112,xCpNILFpYARE,SecB WT apo,30.0,0.304729,9,4.069781,0.022773,0,0,0.07487601912731914,Accession,,,1485.7195,1486.975036,0.014645,0.017538,5.999333,0.008757,0.004329642714706814,YCPNILFPYARE,102,113,9.0,0.6738841721458723,44 +233,101,113,112,xCpNILFpYARE,SecB WT apo,60.0,0.30892,9,4.069781,0.022773,0,0,0.07590580426809206,Accession,,,1485.7195,1486.979227,0.012868,0.016084,6.004096,0.011377,0.003974814064929608,YCPNILFPYARE,102,113,9.0,0.6831522384128285,44 +296,101,113,112,xCpNILFpYARE,SecB WT apo,300.0,0.39769,9,4.069781,0.022773,0,0,0.09771778874588093,Accession,,,1485.7195,1487.067997,0.017356,0.019858,5.992764,0.001837,0.004909919795503435,YCPNILFPYARE,102,113,9.0,0.8794600987129283,44 +359,101,113,112,xCpNILFpYARE,SecB WT apo,600.0,0.493751,9,4.069781,0.022773,0,0,0.12132127011256871,Accession,,,1485.7195,1487.164057,0.020416,0.022582,6.007914,0.009834,0.005590076206674552,YCPNILFPYARE,102,113,9.0,1.0918914310131185,44 +422,101,113,112,xCpNILFpYARE,SecB WT apo,6000.00048,1.571629,9,4.069781,0.022773,0,0,0.3861704106437177,Accession,,,1485.7195,1488.241936,0.024325,0.026169,6.005402,0.001473,0.0067834521802700165,YCPNILFPYARE,102,113,9.0,3.4755336957934593,44 +45,114,127,126,xTSMVSRGTFpQL,SecB WT apo,0.0,0.0,11,6.261897,0.065228,0,0,0.0,Accession,,,1436.7566,1437.800961,0.010637,0.0,5.453641,0.008677,0.0,ITSMVSRGTFPQL,115,127,11.0,0.0,45 +108,114,127,126,xTSMVSRGTFpQL,SecB WT apo,10.020000000000001,1.383869,11,6.261897,0.065228,0,0,0.22099836519188992,Accession,,,1436.7566,1439.18483,0.060618,0.061544,5.457618,0.009634,0.010094334825476881,ITSMVSRGTFPQL,115,127,11.0,2.430982017110789,45 +171,114,127,126,xTSMVSRGTFpQL,SecB WT apo,30.0,1.509128,11,6.261897,0.065228,0,0,0.2410017283899751,Accession,,,1436.7566,1439.310089,0.011036,0.015328,5.453279,0.008894,0.003506292834453767,ITSMVSRGTFPQL,115,127,11.0,2.6510190122897264,45 +234,114,127,126,xTSMVSRGTFpQL,SecB WT apo,60.0,1.549264,11,6.261897,0.065228,0,0,0.24741128766570256,Accession,,,1436.7566,1439.350225,0.074141,0.0749,5.458974,0.012299,0.012235726615236609,ITSMVSRGTFPQL,115,127,11.0,2.721524164322728,45 +297,114,127,126,xTSMVSRGTFpQL,SecB WT apo,300.0,2.042283,11,6.261897,0.065228,0,0,0.3261444575022553,Accession,,,1436.7566,1439.843244,0.073563,0.074328,5.447831,0.003763,0.012346499635011643,ITSMVSRGTFPQL,115,127,11.0,3.587589032524808,45 +360,114,127,126,xTSMVSRGTFpQL,SecB WT apo,600.0,2.512943,11,6.261897,0.065228,0,0,0.40130698412956967,Accession,,,1436.7566,1440.313904,0.042697,0.044002,5.46279,0.007961,0.00817634653731194,ITSMVSRGTFPQL,115,127,11.0,4.414376825425267,45 +423,114,127,126,xTSMVSRGTFpQL,SecB WT apo,6000.00048,4.181852,11,6.261897,0.065228,0,0,0.6678251015626734,Accession,,,1436.7566,1441.982813,0.037618,0.039093,5.458117,0.002261,0.009347080613001954,ITSMVSRGTFPQL,115,127,11.0,7.346076117189408,45 +46,114,134,133,xTSMVSRGTFpQLNLApVNF,SecB WT apo,0.0,0.0,17,10.369175,0.083226,0,0,0.0,Accession,,,2192.1532,2193.499287,0.012153,0.0,5.967586,0.008792,0.0,ITSMVSRGTFPQLNLAPVNF,115,134,17.0,0.0,46 +109,114,134,133,xTSMVSRGTFpQLNLApVNF,SecB WT apo,10.020000000000001,4.183438,17,10.369175,0.083226,0,0,0.4034494547541149,Accession,,,2192.1532,2197.682725,0.039031,0.040879,5.962301,0.010479,0.005101778069225432,ITSMVSRGTFPQLNLAPVNF,115,134,17.0,6.858640730819953,46 +172,114,134,133,xTSMVSRGTFpQLNLApVNF,SecB WT apo,30.0,4.643844,17,10.369175,0.083226,0,0,0.4478508656667478,Accession,,,2192.1532,2198.143131,0.133458,0.13401,5.958803,0.011004,0.013414460512645623,ITSMVSRGTFPQLNLAPVNF,115,134,17.0,7.613464716334713,46 +235,114,134,133,xTSMVSRGTFpQLNLApVNF,SecB WT apo,60.0,4.797287,17,10.369175,0.083226,0,0,0.46264886068563793,Accession,,,2192.1532,2198.296574,0.053363,0.05473,5.961176,0.012799,0.006453510734547713,ITSMVSRGTFPQLNLAPVNF,115,134,17.0,7.865030631655845,46 +298,114,134,133,xTSMVSRGTFpQLNLApVNF,SecB WT apo,300.0,5.150309,17,10.369175,0.083226,0,0,0.49669419216089994,Accession,,,2192.1532,2198.649596,0.027648,0.030201,5.953067,0.000387,0.004937222227823568,ITSMVSRGTFPQLNLAPVNF,115,134,17.0,8.4438012667353,46 +361,114,134,133,xTSMVSRGTFpQLNLApVNF,SecB WT apo,600.0,5.661273,17,10.369175,0.083226,0,0,0.5459714008105756,Accession,,,2192.1532,2199.16056,0.073318,0.074319,5.968148,0.011132,0.008400786929602251,ITSMVSRGTFPQLNLAPVNF,115,134,17.0,9.281513813779785,46 +424,114,134,133,xTSMVSRGTFpQLNLApVNF,SecB WT apo,6000.00048,7.491677,17,10.369175,0.083226,0,0,0.7224949911637136,Accession,,,2192.1532,2200.990964,0.118328,0.11895,5.964279,0.003936,0.012853917645515803,ITSMVSRGTFPQLNLAPVNF,115,134,17.0,12.282414849783132,46 +47,116,127,126,xMVSRGTFpQL,SecB WT apo,0.0,0.0,9,5.327547,0.022525,0,0,0.0,Accession,,,1222.6249,1223.412876,0.016888,0.0,5.370679,0.013979,0.0,SMVSRGTFPQL,117,127,9.0,0.0,47 +110,116,127,126,xMVSRGTFpQL,SecB WT apo,10.020000000000001,1.523209,9,5.327547,0.022525,0,0,0.28591188402467405,Accession,,,1222.6249,1224.936085,0.0085,0.018907,5.376767,0.011169,0.0037491442457999167,SMVSRGTFPQL,117,127,9.0,2.5732069562220663,47 +173,116,127,126,xMVSRGTFpQL,SecB WT apo,30.0,1.749663,9,5.327547,0.022525,0,0,0.32841812564018674,Accession,,,1222.6249,1225.162539,0.022783,0.02836,5.372587,0.00902,0.005501396175836328,SMVSRGTFPQL,117,127,9.0,2.9557631307616807,47 +236,116,127,126,xMVSRGTFpQL,SecB WT apo,60.0,1.84738,9,5.327547,0.022525,0,0,0.346759962887235,Accession,,,1222.6249,1225.260256,0.003606,0.017269,5.377611,0.012804,0.0035575979786627862,SMVSRGTFPQL,117,127,9.0,3.1208396659851148,47 +299,116,127,126,xMVSRGTFpQL,SecB WT apo,300.0,2.351348,9,5.327547,0.022525,0,0,0.44135659432005014,Accession,,,1222.6249,1225.764224,0.009286,0.019273,5.365241,0.002959,0.0040705434220596115,SMVSRGTFPQL,117,127,9.0,3.972209348880451,47 +362,116,127,126,xMVSRGTFpQL,SecB WT apo,600.0,2.753105,9,5.327547,0.022525,0,0,0.5167678483174339,Accession,,,1222.6249,1226.165982,0.044355,0.047461,5.381367,0.006693,0.009172623556129618,SMVSRGTFPQL,117,127,9.0,4.650910634856905,47 +425,116,127,126,xMVSRGTFpQL,SecB WT apo,6000.00048,4.570137,9,5.327547,0.022525,0,0,0.8578313809338519,Accession,,,1222.6249,1227.983013,0.015344,0.022818,5.378024,0.002633,0.005612389254585193,SMVSRGTFPQL,117,127,9.0,7.720482428404667,47 +48,117,127,126,xVSRGTFpQL,SecB WT apo,0.0,0.0,8,4.784294,0.031285,0,0,0.0,Accession,,,1135.5928,1136.313458,0.008507,0.0,5.302281,0.011051,0.0,MVSRGTFPQL,118,127,8.0,0.0,48 +111,117,127,126,xVSRGTFpQL,SecB WT apo,10.020000000000001,1.547433,8,4.784294,0.031285,0,0,0.323440198282129,Accession,,,1135.5928,1137.860891,0.016724,0.018763,5.311235,0.01171,0.004455749921746452,MVSRGTFPQL,118,127,8.0,2.587521586257032,48 +174,117,127,126,xVSRGTFpQL,SecB WT apo,30.0,1.770479,8,4.784294,0.031285,0,0,0.37006066098780716,Accession,,,1135.5928,1138.083937,0.022857,0.024388,5.304475,0.008961,0.005642728575164287,MVSRGTFPQL,118,127,8.0,2.9604852879024572,48 +237,117,127,126,xVSRGTFpQL,SecB WT apo,60.0,1.84982,8,4.784294,0.031285,0,0,0.3866442990334624,Accession,,,1135.5928,1138.163279,0.042509,0.043352,5.311445,0.013264,0.00940743258573374,MVSRGTFPQL,118,127,8.0,3.0931543922676994,48 +300,117,127,126,xVSRGTFpQL,SecB WT apo,300.0,2.292806,8,4.784294,0.031285,0,0,0.47923601685013506,Accession,,,1135.5928,1138.606265,0.021744,0.023349,5.299011,0.003661,0.005799853398745577,MVSRGTFPQL,118,127,8.0,3.8338881348010805,48 +363,117,127,126,xVSRGTFpQL,SecB WT apo,600.0,2.720491,8,4.784294,0.031285,0,0,0.568629561644832,Accession,,,1135.5928,1139.033949,0.019927,0.021667,5.312047,0.006965,0.0058596745102735695,MVSRGTFPQL,118,127,8.0,4.549036493158656,48 +426,117,127,126,xVSRGTFpQL,SecB WT apo,6000.00048,4.31645,8,4.784294,0.031285,0,0,0.902212531253305,Accession,,,1135.5928,1140.629908,0.011486,0.014293,5.312387,0.002337,0.006612947445998672,MVSRGTFPQL,118,127,8.0,7.21770025002644,48 +49,118,126,125,xSRGTFpQ,SecB WT apo,0.0,0.0,6,2.866933,0.018046,0,0,0.0,Accession,,,891.4683,892.055873,0.008274,0.0,4.086703,0.012754,0.0,VSRGTFPQ,119,126,6.0,0.0,49 +112,118,126,125,xSRGTFpQ,SecB WT apo,10.020000000000001,1.000356,6,2.866933,0.018046,0,0,0.3489289774124474,Accession,,,891.4683,893.056228,0.017536,0.01939,4.104942,0.01393,0.00711101228005108,VSRGTFPQ,119,126,6.0,2.0935738644746844,49 +175,118,126,125,xSRGTFpQ,SecB WT apo,30.0,1.090408,6,2.866933,0.018046,0,0,0.3803395475234336,Accession,,,891.4683,893.14628,0.012194,0.014736,4.104652,0.005207,0.005670184475037608,VSRGTFPQ,119,126,6.0,2.2820372851406017,49 +238,118,126,125,xSRGTFpQ,SecB WT apo,60.0,1.18167,6,2.866933,0.018046,0,0,0.41217217144593193,Accession,,,891.4683,893.237543,0.023803,0.0252,4.117452,0.014168,0.009164773824960632,VSRGTFPQ,119,126,6.0,2.4730330286755917,49 +301,118,126,125,xSRGTFpQ,SecB WT apo,300.0,1.510418,6,2.866933,0.018046,0,0,0.5268410527905605,Accession,,,891.4683,893.56629,0.01262,0.015091,4.103663,0.003357,0.0062213366204567815,VSRGTFPQ,119,126,6.0,3.161046316743363,49 +364,118,126,125,xSRGTFpQ,SecB WT apo,600.0,1.782724,6,2.866933,0.018046,0,0,0.6218226934497597,Accession,,,891.4683,893.838597,0.028281,0.029466,4.114652,0.00423,0.01099795012550876,VSRGTFPQ,119,126,6.0,3.7309361606985583,49 +427,118,126,125,xSRGTFpQ,SecB WT apo,6000.00048,2.846163,6,2.866933,0.018046,0,0,0.9927553242437128,Accession,,,891.4683,894.902035,0.037287,0.038194,4.115173,0.002812,0.014715008791565936,VSRGTFPQ,119,126,6.0,5.956531945462277,49 +50,118,127,126,xSRGTFpQL,SecB WT apo,0.0,0.0,7,3.886385,0.009917,0,0,0.0,Accession,,,1004.5524,1005.069629,0.008462,0.0,5.189418,0.011628,0.0,VSRGTFPQL,119,127,7.0,0.0,50 +113,118,127,126,xSRGTFpQL,SecB WT apo,10.020000000000001,1.515538,7,3.886385,0.009917,0,0,0.38996085050760537,Accession,,,1004.5524,1006.585167,0.027651,0.028917,5.198678,0.009844,0.00750683438284959,VSRGTFPQL,119,127,7.0,2.7297259535532374,50 +176,118,127,126,xSRGTFpQL,SecB WT apo,30.0,1.723729,7,3.886385,0.009917,0,0,0.44353017006807094,Accession,,,1004.5524,1006.793359,0.025586,0.026949,5.196603,0.008788,0.007025961419780195,VSRGTFPQL,119,127,7.0,3.104711190476497,50 +239,118,127,126,xSRGTFpQL,SecB WT apo,60.0,1.823333,7,3.886385,0.009917,0,0,0.4691591285989422,Accession,,,1004.5524,1006.892962,0.00827,0.011833,5.203604,0.01106,0.003271635688259964,VSRGTFPQL,119,127,7.0,3.2841139001925956,50 +302,118,127,126,xSRGTFpQL,SecB WT apo,300.0,2.210576,7,3.886385,0.009917,0,0,0.5688000545494077,Accession,,,1004.5524,1007.280205,0.038228,0.039153,5.19107,0.004145,0.010178417390695462,VSRGTFPQL,119,127,7.0,3.9816003818458543,50 +365,118,127,126,xSRGTFpQL,SecB WT apo,600.0,2.530454,7,3.886385,0.009917,0,0,0.651107391573403,Accession,,,1004.5524,1007.600084,0.014221,0.016548,5.204578,0.007815,0.004570610457810469,VSRGTFPQL,119,127,7.0,4.5577517410138215,50 +428,118,127,126,xSRGTFpQL,SecB WT apo,6000.00048,3.737299,7,3.886385,0.009917,0,0,0.9616389009323575,Accession,,,1004.5524,1008.806928,0.043533,0.044348,5.204482,0.00315,0.011671973487796493,VSRGTFPQL,119,127,7.0,6.731472306526502,50 +51,118,129,128,xSRGTFpQLNL,SecB WT apo,0.0,0.0,9,5.261997,0.057452,0,0,0.0,Accession,,,1231.6793,1232.401844,0.057902,0.0,5.527944,0.006686,0.0,VSRGTFPQLNL,119,129,9.0,0.0,51 +114,118,129,128,xSRGTFpQLNL,SecB WT apo,10.020000000000001,2.842809,9,5.261997,0.057452,0,0,0.5402528735763247,Accession,,,1231.6793,1235.244653,0.007879,0.058435,5.527923,0.009807,0.012574464106736778,VSRGTFPQLNL,119,129,9.0,4.862275862186922,51 +177,118,129,128,xSRGTFpQLNL,SecB WT apo,30.0,3.121441,9,5.261997,0.057452,0,0,0.593204633145933,Accession,,,1231.6793,1235.523284,0.074112,0.094049,5.524751,0.007594,0.019010571174096335,VSRGTFPQLNL,119,129,9.0,5.338841698313397,51 +240,118,129,128,xSRGTFpQLNL,SecB WT apo,60.0,3.231707,9,5.261997,0.057452,0,0,0.614159795226033,Accession,,,1231.6793,1235.63355,0.031543,0.065936,5.530151,0.012008,0.014211993237250914,VSRGTFPQLNL,119,129,9.0,5.527438157034298,51 +303,118,129,128,xSRGTFpQLNL,SecB WT apo,300.0,3.583036,9,5.261997,0.057452,0,0,0.6809270320754649,Accession,,,1231.6793,1235.98488,0.03664,0.068521,5.519437,0.003369,0.014994717165334194,VSRGTFPQLNL,119,129,9.0,6.128343288679184,51 +366,118,129,128,xSRGTFpQLNL,SecB WT apo,600.0,3.847563,9,5.261997,0.057452,0,0,0.7311982503980903,Accession,,,1231.6793,1236.249407,0.077958,0.097108,5.535043,0.010732,0.02010738964326104,VSRGTFPQLNL,119,129,9.0,6.580784253582813,51 +429,118,129,128,xSRGTFpQLNL,SecB WT apo,6000.00048,5.063366,9,5.261997,0.057452,0,0,0.9622517838759695,Accession,,,1231.6793,1237.465209,0.019766,0.061182,5.532381,0.000978,0.015670657881891155,VSRGTFPQLNL,119,129,9.0,8.660266054883726,51 +52,118,134,133,xSRGTFpQLNLApVNF,SecB WT apo,0.0,0.0,13,8.257736,0.024315,0,0,0.0,Accession,,,1759.949,1761.011454,0.003059,0.0,5.865969,0.011348,0.0,VSRGTFPQLNLAPVNF,119,134,13.0,0.0,52 +115,118,134,133,xSRGTFpQLNLApVNF,SecB WT apo,10.020000000000001,5.106977,13,8.257736,0.024315,0,0,0.6184475987122863,Accession,,,1759.949,1766.118431,0.046366,0.046467,5.859868,0.011736,0.005914410023331319,VSRGTFPQLNLAPVNF,119,134,13.0,8.039818783259722,52 +178,118,134,133,xSRGTFpQLNLApVNF,SecB WT apo,30.0,5.585119,13,8.257736,0.024315,0,0,0.6763499099511052,Accession,,,1759.949,1766.596573,0.04802,0.048118,5.858159,0.009745,0.0061579481092232735,VSRGTFPQLNLAPVNF,119,134,13.0,8.792548829364367,52 +241,118,134,133,xSRGTFpQLNLApVNF,SecB WT apo,60.0,5.781336,13,8.257736,0.024315,0,0,0.7001115075609101,Accession,,,1759.949,1766.79279,0.046617,0.046718,5.861506,0.013244,0.006021365216699785,VSRGTFPQLNLAPVNF,119,134,13.0,9.10144959829183,52 +304,118,134,133,xSRGTFpQLNLApVNF,SecB WT apo,300.0,6.11996,13,8.257736,0.024315,0,0,0.7411183888659071,Accession,,,1759.949,1767.131414,0.039606,0.039724,5.849938,0.002055,0.005282351103220655,VSRGTFPQLNLAPVNF,119,134,13.0,9.634539055256791,52 +367,118,134,133,xSRGTFpQLNLApVNF,SecB WT apo,600.0,6.391497,13,8.257736,0.024315,0,0,0.7740011305762258,Accession,,,1759.949,1767.402952,0.081859,0.081916,5.864668,0.009691,0.010178345284430707,VSRGTFPQLNLAPVNF,119,134,13.0,10.062014697490936,52 +430,118,134,133,xSRGTFpQLNLApVNF,SecB WT apo,6000.00048,7.602352,13,8.257736,0.024315,0,0,0.9206339364687852,Accession,,,1759.949,1768.613806,0.020445,0.020673,5.863158,0.002888,0.003689972394266175,VSRGTFPQLNLAPVNF,119,134,13.0,11.968241174094208,52 +53,127,134,133,xLApVNF,SecB WT apo,0.0,0.0,5,2.709472,0.019689,0,0,0.0,Accession,,,774.4145,774.802321,0.017181,0.0,5.490231,0.009406,0.0,NLAPVNF,128,134,5.0,0.0,53 +116,127,134,133,xLApVNF,SecB WT apo,10.020000000000001,2.454506,5,2.709472,0.019689,0,0,0.9058982709546362,Accession,,,774.4145,777.256827,0.00609,0.018228,5.491457,0.012291,0.009412448976792496,NLAPVNF,128,134,5.0,4.529491354773181,53 +179,127,134,133,xLApVNF,SecB WT apo,30.0,2.668592,5,2.709472,0.019689,0,0,0.9849121895336065,Accession,,,774.4145,777.470913,0.035105,0.039084,5.486562,0.008553,0.016102892465644152,NLAPVNF,128,134,5.0,4.9245609476680325,53 +242,127,134,133,xLApVNF,SecB WT apo,60.0,2.720626,5,2.709472,0.019689,0,0,1.004116669225591,Accession,,,774.4145,777.522947,0.019757,0.026182,5.491567,0.011226,0.01210856057314698,NLAPVNF,128,134,5.0,5.020583346127955,53 +305,127,134,133,xLApVNF,SecB WT apo,300.0,2.732169,5,2.709472,0.019689,0,0,1.0083769088589953,Accession,,,774.4145,777.53449,0.018496,0.025245,5.481115,0.003304,0.011853526243279212,NLAPVNF,128,134,5.0,5.041884544294977,53 +368,127,134,133,xLApVNF,SecB WT apo,600.0,2.7229,5,2.709472,0.019689,0,0,1.0049559471365639,Accession,,,774.4145,777.525221,0.024697,0.030085,5.494679,0.006653,0.013289878201554852,NLAPVNF,128,134,5.0,5.024779735682819,53 +431,127,134,133,xLApVNF,SecB WT apo,6000.00048,2.733653,5,2.709472,0.019689,0,0,1.008924617047159,Accession,,,774.4145,777.535974,0.009639,0.0197,5.4944,0.003097,0.010325525409984099,NLAPVNF,128,134,5.0,5.044623085235795,53 +54,137,152,151,xMNYLQQQAGEGTEE,SecB WT apo,0.0,0.0,14,8.347099,0.114195,0,0,0.0,Accession,,,1744.7483,1745.815463,0.022629,0.0,5.30637,0.009548,0.0,FMNYLQQQAGEGTEE,138,152,14.0,0.0,54 +117,137,152,151,xMNYLQQQAGEGTEE,SecB WT apo,10.020000000000001,8.210642,14,8.347099,0.114195,0,0,0.9836521646622377,Accession,,,1744.7483,1754.026105,0.0086,0.024208,5.306373,0.01019,0.013766112517184322,FMNYLQQQAGEGTEE,138,152,14.0,13.771130305271328,54 +180,137,152,151,xMNYLQQQAGEGTEE,SecB WT apo,30.0,8.31618,14,8.347099,0.114195,0,0,0.9962958388297538,Accession,,,1744.7483,1754.131643,0.135033,0.136916,5.299233,0.008886,0.021326813193472006,FMNYLQQQAGEGTEE,138,152,14.0,13.948141743616553,54 +243,137,152,151,xMNYLQQQAGEGTEE,SecB WT apo,60.0,8.226765,14,8.347099,0.114195,0,0,0.9855837339415766,Accession,,,1744.7483,1754.042228,0.084073,0.087065,5.305216,0.01136,0.017047098913081725,FMNYLQQQAGEGTEE,138,152,14.0,13.798172275182072,54 +306,137,152,151,xMNYLQQQAGEGTEE,SecB WT apo,300.0,8.300359,14,8.347099,0.114195,0,0,0.9944004497850092,Accession,,,1744.7483,1754.115822,0.042148,0.047838,5.294384,0.003252,0.014762098005385249,FMNYLQQQAGEGTEE,138,152,14.0,13.921606296990129,54 +369,137,152,151,xMNYLQQQAGEGTEE,SecB WT apo,600.0,8.21744,14,8.347099,0.114195,0,0,0.9844665793469084,Accession,,,1744.7483,1754.032903,0.082885,0.085918,5.306447,0.007209,0.016951222697300244,FMNYLQQQAGEGTEE,138,152,14.0,13.782532110856717,54 +432,137,152,151,xMNYLQQQAGEGTEE,SecB WT apo,6000.00048,8.36239,14,8.347099,0.114195,0,0,1.001831893931053,Accession,,,1744.7483,1754.177853,0.037663,0.043939,5.307309,0.002611,0.014681968751776133,FMNYLQQQAGEGTEE,138,152,14.0,14.025646515034744,54 +55,137,155,154,xMNYLQQQAGEGTEEHQD,SecB WT apo,0.0,0.0,17,8.626155,0.156008,0,0,0.0,Accession,,,2124.8927,2126.153914,0.039447,0.0,4.996288,0.006732,0.0,FMNYLQQQAGEGTEEHQD,138,155,17.0,0.0,55 +118,137,155,154,xMNYLQQQAGEGTEEHQD,SecB WT apo,10.020000000000001,8.776319,17,8.626155,0.156008,0,0,1.0174079876839681,Accession,,,2124.8927,2134.930233,0.160697,0.165468,4.993293,0.01082,0.026580534241384676,FMNYLQQQAGEGTEEHQD,138,155,17.0,17.295935790627457,55 +181,137,155,154,xMNYLQQQAGEGTEEHQD,SecB WT apo,30.0,8.920952,17,8.626155,0.156008,0,0,1.0341747858692545,Accession,,,2124.8927,2135.074866,0.102164,0.109516,4.991807,0.007173,0.022605431081625167,FMNYLQQQAGEGTEEHQD,138,155,17.0,17.580971359777326,55 +244,137,155,154,xMNYLQQQAGEGTEEHQD,SecB WT apo,60.0,8.859927,17,8.626155,0.156008,0,0,1.0271003709068525,Accession,,,2124.8927,2135.013841,0.106327,0.113409,4.994849,0.0107,0.022757390662424017,FMNYLQQQAGEGTEEHQD,138,155,17.0,17.46070630541649,55 +307,137,155,154,xMNYLQQQAGEGTEEHQD,SecB WT apo,300.0,8.473573,17,8.626155,0.156008,0,0,0.9823117020271488,Accession,,,2124.8927,2134.627488,0.032687,0.05123,4.988096,0.003635,0.018731947896246718,FMNYLQQQAGEGTEEHQD,138,155,17.0,16.69929893446153,55 +370,137,155,154,xMNYLQQQAGEGTEEHQD,SecB WT apo,600.0,8.77382,17,8.626155,0.156008,0,0,1.017118287348187,Accession,,,2124.8927,2134.927734,0.091263,0.099423,4.998559,0.005024,0.0217076297095953,FMNYLQQQAGEGTEEHQD,138,155,17.0,17.291010884919178,55 +433,137,155,154,xMNYLQQQAGEGTEEHQD,SecB WT apo,6000.00048,9.063166,17,8.626155,0.156008,0,0,1.0506611578391531,Accession,,,2124.8927,2135.21708,0.092512,0.100571,4.999164,0.001701,0.022293339332271116,FMNYLQQQAGEGTEEHQD,138,155,17.0,17.8612396832656,55 +56,137,156,155,xMNYLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,18,9.445908,0.065306,0,0,0.0,Accession,,,2195.9298,2197.254632,0.008295,0.0,5.002566,0.007528,0.0,FMNYLQQQAGEGTEEHQDA,138,156,18.0,0.0,56 +119,137,156,155,xMNYLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,9.350346,18,9.445908,0.065306,0,0,0.9898832383292322,Accession,,,2195.9298,2206.604978,0.040643,0.041481,5.003905,0.012907,0.008131504145078279,FMNYLQQQAGEGTEEHQDA,138,156,18.0,17.81789828992618,56 +182,137,156,155,xMNYLQQQAGEGTEEHQDA,SecB WT apo,30.0,9.431452,18,9.445908,0.065306,0,0,0.9984696018635796,Accession,,,2195.9298,2206.686084,0.12446,0.124737,5.000335,0.007029,0.014900852629061111,FMNYLQQQAGEGTEEHQDA,138,156,18.0,17.972452833544434,56 +245,137,156,155,xMNYLQQQAGEGTEEHQDA,SecB WT apo,60.0,9.445162,18,9.445908,0.065306,0,0,0.999921024003198,Accession,,,2195.9298,2206.699794,0.056932,0.057533,5.004496,0.011209,0.00921352873792341,FMNYLQQQAGEGTEEHQDA,138,156,18.0,17.998578432057563,56 +308,137,156,155,xMNYLQQQAGEGTEEHQDA,SecB WT apo,300.0,9.469909,18,9.445908,0.065306,0,0,1.0025408886048859,Accession,,,2195.9298,2206.724542,0.029179,0.030335,4.997132,0.003468,0.007639082056162737,FMNYLQQQAGEGTEEHQDA,138,156,18.0,18.045735994887945,56 +371,137,156,155,xMNYLQQQAGEGTEEHQDA,SecB WT apo,600.0,9.380047,18,9.445908,0.065306,0,0,0.9930275628346158,Accession,,,2195.9298,2206.63468,0.064941,0.065469,5.007309,0.005737,0.009755647757373151,FMNYLQQQAGEGTEEHQDA,138,156,18.0,17.874496131023083,56 +434,137,156,155,xMNYLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,9.567863,18,9.445908,0.065306,0,0,1.0129108816219679,Accession,,,2195.9298,2206.822495,0.059387,0.059964,5.008865,0.002592,0.009451992816055617,FMNYLQQQAGEGTEEHQDA,138,156,18.0,18.23239586919542,56 +57,138,152,151,xNYLQQQAGEGTEE,SecB WT apo,0.0,0.0,13,7.945226,0.075043,0,0,0.0,Accession,,,1597.6799,1598.587585,0.022436,0.0,4.749421,0.007967,0.0,MNYLQQQAGEGTEE,139,152,13.0,0.0,57 +120,138,152,151,xNYLQQQAGEGTEE,SecB WT apo,10.020000000000001,7.920892,13,7.945226,0.075043,0,0,0.9969372803240588,Accession,,,1597.6799,1606.508477,0.027874,0.035781,4.74694,0.009317,0.010437642040725545,MNYLQQQAGEGTEE,139,152,13.0,12.960184644212765,57 +183,138,152,151,xNYLQQQAGEGTEE,SecB WT apo,30.0,7.957732,13,7.945226,0.075043,0,0,1.001574026969151,Accession,,,1597.6799,1606.545317,0.147639,0.149334,4.744398,0.007592,0.0210418242213791,MNYLQQQAGEGTEE,139,152,13.0,13.020462350598965,57 +246,138,152,151,xNYLQQQAGEGTEE,SecB WT apo,60.0,7.882691,13,7.945226,0.075043,0,0,0.9921292358455254,Accession,,,1597.6799,1606.470276,0.05743,0.061657,4.748784,0.011063,0.012166826805807876,MNYLQQQAGEGTEE,139,152,13.0,12.89768006599183,57 +309,138,152,151,xNYLQQQAGEGTEE,SecB WT apo,300.0,7.939539,13,7.945226,0.075043,0,0,0.9992842242624691,Accession,,,1597.6799,1606.527124,0.086421,0.089286,4.739633,0.004904,0.014675383709361306,MNYLQQQAGEGTEE,139,152,13.0,12.990694915412098,57 +372,138,152,151,xNYLQQQAGEGTEE,SecB WT apo,600.0,7.874928,13,7.945226,0.075043,0,0,0.9911521711276683,Accession,,,1597.6799,1606.462513,0.120672,0.12274,4.750338,0.006805,0.018063395826272095,MNYLQQQAGEGTEE,139,152,13.0,12.884978224659688,57 +435,138,152,151,xNYLQQQAGEGTEE,SecB WT apo,6000.00048,7.959433,13,7.945226,0.075043,0,0,1.0017881177955164,Accession,,,1597.6799,1606.547018,0.014326,0.02662,4.752809,0.001736,0.010037609132134681,MNYLQQQAGEGTEE,139,152,13.0,13.023245531341713,57 +58,138,156,155,xNYLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,17,9.473422,0.002415,0,0,0.0,Accession,,,2048.8614,2050.070786,0.006271,0.0,4.50199,0.00713,0.0,MNYLQQQAGEGTEEHQDA,139,156,17.0,0.0,58 +121,138,156,155,xNYLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,9.248142,17,9.473422,0.002415,0,0,0.976219786260973,Accession,,,2048.8614,2059.318928,0.049281,0.049678,4.499821,0.012428,0.0052498358251329156,MNYLQQQAGEGTEEHQDA,139,156,17.0,16.59573636643654,58 +184,138,156,155,xNYLQQQAGEGTEEHQDA,SecB WT apo,30.0,9.261285,17,9.473422,0.002415,0,0,0.9776071413265451,Accession,,,2048.8614,2059.332071,0.012174,0.013694,4.493994,0.006996,0.001466843520169163,MNYLQQQAGEGTEEHQDA,139,156,17.0,16.619321402551268,58 +247,138,156,155,xNYLQQQAGEGTEEHQDA,SecB WT apo,60.0,9.330105,17,9.473422,0.002415,0,0,0.9848716757260471,Accession,,,2048.8614,2059.400891,0.052369,0.052743,4.505449,0.013405,0.005573128869861988,MNYLQQQAGEGTEEHQDA,139,156,17.0,16.7428184873428,58 +310,138,156,155,xNYLQQQAGEGTEEHQDA,SecB WT apo,300.0,9.382382,17,9.473422,0.002415,0,0,0.9903899562375665,Accession,,,2048.8614,2059.453168,0.044368,0.044809,4.494857,0.003322,0.004736703222019129,MNYLQQQAGEGTEEHQDA,139,156,17.0,16.83662925603863,58 +373,138,156,155,xNYLQQQAGEGTEEHQDA,SecB WT apo,600.0,9.301176,17,9.473422,0.002415,0,0,0.9818179745397176,Accession,,,2048.8614,2059.371961,0.096332,0.096536,4.505981,0.006502,0.010193266450232705,MNYLQQQAGEGTEEHQDA,139,156,17.0,16.6909055671752,58 +436,138,156,155,xNYLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,9.466468,17,9.473422,0.002415,0,0,0.999265946349693,Accession,,,2048.8614,2059.537254,0.036017,0.036559,4.508276,0.001766,0.0038675106975201786,MNYLQQQAGEGTEEHQDA,139,156,17.0,16.98752108794478,58 +59,139,156,155,xYLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,16,8.866259,0.083961,0,0,0.0,Accession,,,1917.8209,1918.795026,0.018064,0.0,4.272022,0.00822,0.0,NYLQQQAGEGTEEHQDA,140,156,16.0,0.0,59 +122,139,156,155,xYLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,8.642402,16,8.866259,0.083961,0,0,0.9747518090775378,Accession,,,1917.8209,1927.437428,0.077018,0.079108,4.271159,0.010796,0.012837954995975212,NYLQQQAGEGTEEHQDA,140,156,16.0,15.596028945240604,59 +185,139,156,155,xYLQQQAGEGTEEHQDA,SecB WT apo,30.0,8.689163,16,8.866259,0.083961,0,0,0.9800258485568718,Accession,,,1917.8209,1927.484189,0.195154,0.195989,4.267643,0.007772,0.023974189267080132,NYLQQQAGEGTEEHQDA,140,156,16.0,15.680413576909949,59 +248,139,156,155,xYLQQQAGEGTEEHQDA,SecB WT apo,60.0,8.660413,16,8.866259,0.083961,0,0,0.9767832182660129,Accession,,,1917.8209,1927.455438,0.081287,0.08327,4.277442,0.009444,0.013182019016449711,NYLQQQAGEGTEEHQDA,140,156,16.0,15.628531492256206,59 +311,139,156,155,xYLQQQAGEGTEEHQDA,SecB WT apo,300.0,8.750773,16,8.866259,0.083961,0,0,0.9869746642862566,Accession,,,1917.8209,1927.545799,0.042305,0.046001,4.264992,0.004394,0.010689873691150908,NYLQQQAGEGTEEHQDA,140,156,16.0,15.791594628580105,59 +374,139,156,155,xYLQQQAGEGTEEHQDA,SecB WT apo,600.0,8.610162,16,8.866259,0.083961,0,0,0.9711155516661538,Accession,,,1917.8209,1927.405188,0.125318,0.126613,4.274139,0.005429,0.016985213051350007,NYLQQQAGEGTEEHQDA,140,156,16.0,15.537848826658461,59 +437,139,156,155,xYLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,8.888562,16,8.866259,0.083961,0,0,1.0025154915957226,Accession,,,1917.8209,1927.683588,0.053678,0.056636,4.2767,0.00184,0.0114425298891216,NYLQQQAGEGTEEHQDA,140,156,16.0,16.040247865531562,59 +60,140,156,155,xLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,15,7.418282,0.029146,0,0,0.0,Accession,,,1803.778,1804.775464,0.016993,0.0,3.833934,0.010584,0.0,YLQQQAGEGTEEHQDA,141,156,15.0,0.0,60 +123,140,156,155,xLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,7.292953,15,7.418282,0.029146,0,0,0.9831053874738114,Accession,,,1803.778,1812.068416,0.055737,0.05827,3.83373,0.009017,0.008753236250024289,YLQQQAGEGTEEHQDA,141,156,15.0,14.74658081210717,60 +186,140,156,155,xLQQQAGEGTEEHQDA,SecB WT apo,30.0,7.32872,15,7.418282,0.029146,0,0,0.9879268542231207,Accession,,,1803.778,1812.104184,0.121737,0.122917,3.832639,0.006398,0.017018032514987985,YLQQQAGEGTEEHQDA,141,156,15.0,14.81890281334681,60 +249,140,156,155,xLQQQAGEGTEEHQDA,SecB WT apo,60.0,7.26829,15,7.418282,0.029146,0,0,0.9797807632548885,Accession,,,1803.778,1812.043754,0.039272,0.04279,3.837177,0.010003,0.006934737689457636,YLQQQAGEGTEEHQDA,141,156,15.0,14.696711448823327,60 +312,140,156,155,xLQQQAGEGTEEHQDA,SecB WT apo,300.0,7.342662,15,7.418282,0.029146,0,0,0.9898062651163706,Accession,,,1803.778,1812.118126,0.033945,0.03796,3.833035,0.005478,0.00642713495891581,YLQQQAGEGTEEHQDA,141,156,15.0,14.847093976745558,60 +375,140,156,155,xLQQQAGEGTEEHQDA,SecB WT apo,600.0,7.21638,15,7.418282,0.029146,0,0,0.9727831861878532,Accession,,,1803.778,1811.991844,0.079525,0.08132,3.83929,0.005313,0.011609286701686749,YLQQQAGEGTEEHQDA,141,156,15.0,14.591747792817799,60 +438,140,156,155,xLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,7.382666,15,7.418282,0.029146,0,0,0.9951988883679538,Accession,,,1803.778,1812.15813,0.063684,0.065913,3.841292,0.003363,0.009707506804201004,YLQQQAGEGTEEHQDA,141,156,15.0,14.927983325519307,60 +61,141,155,154,xQQQAGEGTEEHQD,SecB WT apo,0.0,0.0,13,6.141628,0.134895,0,0,0.0,Accession,,,1569.6776,1570.469699,0.018235,0.0,3.371753,0.007838,0.0,LQQQAGEGTEEHQD,142,155,13.0,0.0,61 +124,141,155,154,xQQQAGEGTEEHQD,SecB WT apo,10.020000000000001,6.088787,13,6.141628,0.134895,0,0,0.9913962551948767,Accession,,,1569.6776,1576.558486,0.228938,0.229663,3.367584,0.008575,0.04327240592888121,LQQQAGEGTEEHQD,142,155,13.0,12.888151317533397,61 +187,141,155,154,xQQQAGEGTEEHQD,SecB WT apo,30.0,6.057469,13,6.141628,0.134895,0,0,0.9862969557908751,Accession,,,1569.6776,1576.527168,0.035433,0.03985,3.371576,0.007227,0.022613920654919975,LQQQAGEGTEEHQD,142,155,13.0,12.821860425281375,61 +250,141,155,154,xQQQAGEGTEEHQD,SecB WT apo,60.0,6.240596,13,6.141628,0.134895,0,0,1.016114294125271,Accession,,,1569.6776,1576.710295,0.04523,0.048767,3.369587,0.012041,0.02368844184713517,LQQQAGEGTEEHQD,142,155,13.0,13.209485823628523,61 +313,141,155,154,xQQQAGEGTEEHQD,SecB WT apo,300.0,5.822384,13,6.141628,0.134895,0,0,0.9480196456053671,Accession,,,1569.6776,1576.292083,0.091511,0.09331,3.370008,0.00333,0.0257759307232145,LQQQAGEGTEEHQD,142,155,13.0,12.324255392869773,61 +376,141,155,154,xQQQAGEGTEEHQD,SecB WT apo,600.0,5.846755,13,6.141628,0.134895,0,0,0.9519878117007412,Accession,,,1569.6776,1576.316454,0.032069,0.036891,3.377674,0.006033,0.021755182582970187,LQQQAGEGTEEHQD,142,155,13.0,12.375841552109636,61 +439,141,155,154,xQQQAGEGTEEHQD,SecB WT apo,6000.00048,5.916023,13,6.141628,0.134895,0,0,0.9632662544849672,Accession,,,1569.6776,1576.385722,0.068756,0.071133,3.378041,0.003482,0.024119978689546507,LQQQAGEGTEEHQD,142,155,13.0,12.522461308304573,61 +62,141,156,155,xQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,14,7.113751,0.03215,0,0,0.0,Accession,,,1640.7147,1641.58148,0.004538,0.0,3.463488,0.00781,0.0,LQQQAGEGTEEHQDA,142,156,14.0,0.0,62 +125,141,156,155,xQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,6.928303,14,7.113751,0.03215,0,0,0.9739310526893618,Accession,,,1640.7147,1648.509782,0.034078,0.034379,3.462908,0.008822,0.0065367865435158245,LQQQAGEGTEEHQDA,142,156,14.0,13.635034737651065,62 +188,141,156,155,xQQQAGEGTEEHQDA,SecB WT apo,30.0,6.966859,14,7.113751,0.03215,0,0,0.9793509781267296,Accession,,,1640.7147,1648.548338,0.153534,0.153601,3.46424,0.00676,0.022041101817548276,LQQQAGEGTEEHQDA,142,156,14.0,13.710913693774213,62 +251,141,156,155,xQQQAGEGTEEHQDA,SecB WT apo,60.0,6.910376,14,7.113751,0.03215,0,0,0.9714110038431203,Accession,,,1640.7147,1648.491856,0.051102,0.051303,3.465896,0.009322,0.00844299172399377,LQQQAGEGTEEHQDA,142,156,14.0,13.599754053803684,62 +314,141,156,155,xQQQAGEGTEEHQDA,SecB WT apo,300.0,6.960964,14,7.113751,0.03215,0,0,0.9785223013850217,Accession,,,1640.7147,1648.542443,0.039877,0.040134,3.460678,0.003292,0.007168438408981766,LQQQAGEGTEEHQDA,142,156,14.0,13.699312219390304,62 +377,141,156,155,xQQQAGEGTEEHQDA,SecB WT apo,600.0,6.880211,14,7.113751,0.03215,0,0,0.9671706248925497,Accession,,,1640.7147,1648.461691,0.103871,0.10397,3.470521,0.004631,0.015254988157851722,LQQQAGEGTEEHQDA,142,156,14.0,13.540388748495696,62 +440,141,156,155,xQQQAGEGTEEHQDA,SecB WT apo,6000.00048,7.052013,14,7.113751,0.03215,0,0,0.9913213155759879,Accession,,,1640.7147,1648.633493,0.059054,0.059228,3.471071,0.003026,0.009454726623218127,LQQQAGEGTEEHQDA,142,156,14.0,13.878498418063831,62 diff --git a/tests/test_data/output/ecSecB_info.csv b/tests/test_data/output/ecSecB_info.csv index ca54c115..6ebf2970 100644 --- a/tests/test_data/output/ecSecB_info.csv +++ b/tests/test_data/output/ecSecB_info.csv @@ -1,5 +1,5 @@ -# PyHDX v0.4.1+102.gfcc6eb5.dirty -# 2022/07/27 18:16:58 (1658938618) +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:43:23 (1665589403) # {"comment": "#", "header": [0], "index_col": 0} r_number,sequence,coverage,exchanges,k_int 1,M,False,False,inf diff --git a/tests/test_data/output/ecSecB_info.txt b/tests/test_data/output/ecSecB_info.txt index 816bdf5c..75dbf939 100644 --- a/tests/test_data/output/ecSecB_info.txt +++ b/tests/test_data/output/ecSecB_info.txt @@ -1,5 +1,5 @@ -PyHDX v0.4.1+102.gfcc6eb5.dirty -2022/07/27 18:16:58 (1658938618) +PyHDX v0.4.1+101.gdc82a4a.dirty +2022/10/12 17:43:23 (1665589403) sequence coverage exchanges k_int r_number diff --git a/tests/test_data/output/ecsecb_delta_batch/HDXMeasurements.csv b/tests/test_data/output/ecsecb_delta_batch/HDXMeasurements.csv index 45baa7c5..b1790824 100644 --- a/tests/test_data/output/ecsecb_delta_batch/HDXMeasurements.csv +++ b/tests/test_data/output/ecsecb_delta_batch/HDXMeasurements.csv @@ -1,385 +1,448 @@ -# PyHDX v0.4.1+102.gfcc6eb5.dirty -# 2022/07/27 18:17:47 (1658938667) -# {"SecB_tetramer": {"temperature": 303.15, "pH": 8.0, "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "d_percentage": 90.0, "name": "SecB_tetramer"}, "SecB_dimer": {"temperature": 303.15, "pH": 8.0, "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "d_percentage": 90.0, "name": "SecB_dimer"}, "SecB_dimer_deltaC": {"temperature": 303.15, "pH": 8.0, "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "d_percentage": 90.0, "name": "SecB_dimer_deltaC"}, "SecB_dimer_deltaN": {"temperature": 303.15, "pH": 8.0, "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "d_percentage": 90.0, "name": "SecB_dimer_deltaN"}} +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:44:16 (1665589456) +# {"SecB_tetramer": {"name": "SecB_tetramer", "pH": 8.0, "d_percentage": 90.0, "temperature": {"value": 30.0, "unit": "C"}, "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "author": "Foo Bar"}, "SecB_dimer": {"name": "SecB_dimer", "pH": 8.0, "d_percentage": 90.0, "temperature": {"value": 30.0, "unit": "C"}, "temperature_unit": "Celsius", "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "author": "Foo Bar"}, "SecB_dimer_deltaC": {"name": "SecB_dimer_deltaC", "pH": 8.0, "d_percentage": 90.0, "temperature": {"value": 30.0, "unit": "Celsius"}, "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "author": "Foo Bar"}, "SecB_dimer_deltaN": {"name": "SecB_dimer_deltaN", "pH": 8.0, "d_percentage": 90.0, "temperature": {"value": 30.0, "unit": "Celsius"}, "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "author": "Foo Bar"}} # {"comment": "#", "header": [0, 1], "index_col": 0} -,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN -,_start,_end,protein,start,end,sequence,modification,fragment,maxuptake,mhp,state,exposure,center,center sd,uptake,uptake sd,rt,rt sd,_sequence,ex_residues,rfu,rfu sd,uptake_corrected,fd_uptake,nd_uptake,fd_uptake sd,nd_uptake sd,peptide_id,_start,_end,protein,start,end,sequence,modification,fragment,maxuptake,mhp,state,exposure,center,center sd,uptake,uptake sd,rt,rt sd,_sequence,ex_residues,rfu,rfu sd,uptake_corrected,fd_uptake,nd_uptake,fd_uptake sd,nd_uptake sd,peptide_id,_start,_end,protein,start,end,sequence,modification,fragment,maxuptake,mhp,state,exposure,center,center sd,uptake,uptake sd,rt,rt sd,_sequence,ex_residues,rfu,rfu sd,uptake_corrected,fd_uptake,nd_uptake,fd_uptake sd,nd_uptake sd,peptide_id,_start,_end,protein,start,end,sequence,modification,fragment,maxuptake,mhp,state,exposure,center,center sd,uptake,uptake sd,rt,rt sd,_sequence,ex_residues,rfu,rfu sd,uptake_corrected,fd_uptake,nd_uptake,fd_uptake sd,nd_uptake sd,peptide_id -peptide_index,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -0,9,18,Accession,11,18,xxFQIQRIY,,,8,1199.6241,SecB WT apo,10.020000000000001,1202.897618,0.016323,2.486444,0.02845,5.5139,0.010976,MTFQIQRIY,6.3,0.49009421689596716,0.005932490373486041,3.087593566444593,5.0734,0,0.020042,0,0,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,10.020000000000001,1202.992169,0.018296,2.590261,0.025401,5.512056,0.00189,MTFQIQRIY,6.3,0.5105572200102495,0.005397683240628647,3.2165104860645717,5.0734,0.0,0.020042,0.0,0.0,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,dimer_deltaC,10.020000000000001,1202.992169,0.018296,2.590261,0.025401,5.512056,0.00189,MTFQIQRIY,6.3,0.5105572200102495,0.005397683240628647,3.2165104860645717,5.0734,0.0,0.020042,0.0,0.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaN,10.020000000000001,1389.52596,0.058514,2.959429,0.05983,4.68914,0.002814,QKDWQPEVKLD,7.2,0.6517120541765297,0.01806855365422939,4.6923267900710135,4.541007,0.0,0.086153,0.0,0.0 -63,9,18,Accession,11,18,xxFQIQRIY,,,8,1199.6241,SecB WT apo,30.0,1203.268315,0.029992,2.857141,0.037979,5.510626,0.008419,MTFQIQRIY,6.3,0.5631609965703472,0.007809491783628619,3.5479142783931876,5.0734,0,0.020042,0,0,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,SecB his dimer apo,30.0,984.39394,0.029642,2.378079,0.032429,4.848829,0.003946,EAPNAPHVF,4.5,0.8028772300372795,0.012007915426510297,3.612947535167758,2.961946,0.0,0.018193,0.0,10.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaC,30.0,1368.735764,0.012319,4.409431,0.01707,5.024053,0.00515,LDLDTASSQLADD,9.9,0.6345016289082285,0.007253689296927418,6.281566126191462,6.94944,0.0,0.074753,0.0,18.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaN,30.0,870.293519,0.014671,0.280512,0.020169,6.441058,0.010736,YCPNILF,3.6,0.14914893040067503,0.01107841431819654,0.5369361494424302,1.880751,0.0,0.035057,0.0,24.0 -126,9,18,Accession,11,18,xxFQIQRIY,,,8,1199.6241,SecB WT apo,60.0,1203.556913,0.040432,3.145738,0.046666,5.516562,0.012371,MTFQIQRIY,6.3,0.6200453344896913,0.009518721784908741,3.9062856072850556,5.0734,0,0.020042,0,0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,60.0,1760.878145,0.060327,5.101423,0.06271,5.603714,0.007175,LDLDTASSQLADDVYE,12.6,0.5798818484977689,0.007343153973957629,7.306511291071888,8.797349,0.0,0.026752,0.0,20.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaC,60.0,1525.563637,0.062083,2.844067,0.062173,5.733006,0.007317,GAYCPNILFPAARE,9.0,0.5577508579335739,0.01250158471916358,5.019757721402165,5.099171,0.0,0.025247,0.0,36.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaN,300.0,848.932887,0.016516,1.977721,0.024896,4.629619,0.012764,RVTVTASL,5.4,0.5236483901365464,0.0077751638592490945,2.827701306737351,3.776811,0.0,0.029739,0.0,9.0 -189,9,18,Accession,11,18,xxFQIQRIY,,,8,1199.6241,SecB WT apo,300.0,1204.197061,0.008898,3.785886,0.024942,5.505509,0.004363,MTFQIQRIY,6.3,0.7462226514763275,0.005732306224521108,4.701202704300863,5.0734,0,0.020042,0,0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,300.0,1094.933602,0.030699,0.712526,0.033478,5.74714,0.014603,LCEVQQGGIF,7.2,0.29048937826126126,0.01398012384769905,2.091523523481081,2.452847,0.0,0.025554,0.0,30.0,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,dimer_deltaC,600.0,2590.834973,0.038334,8.9228,0.040298,5.310351,0.006322,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.8281627304310265,0.004073768966676516,12.670889775594706,10.774211,0.0,0.021003,0.0,9.0,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,dimer_deltaN,600.0,2206.674155,0.058365,9.412004,0.059192,5.002913,0.008441,FMNYLQQQAGEGTEEHQDA,15.3,0.9964107209174597,0.009312597100841548,15.245084030037134,9.445908,0.0,0.065306,0.0,33.0 -252,9,18,Accession,11,18,xxFQIQRIY,,,8,1199.6241,SecB WT apo,600.0,1204.494124,0.02749,4.08295,0.036037,5.522181,0.011556,MTFQIQRIY,6.3,0.8047758899357433,0.0077821378441005834,5.070088106595183,5.0734,0,0.020042,0,0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,600.0,2154.946697,0.091167,7.457519,0.09258,5.999662,0.008303,IASMVARGTFPQLNLAPVNF,14.4,0.7192008043069964,0.010631932931958807,10.356491582020748,10.369175,0.0,0.083226,0.0,40.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaC,6000.00048,1243.748017,0.072431,5.440785,0.072583,5.943508,0.007335,VTASLGEETAFL,9.0,0.9191339628605201,0.02023459314135812,8.27220566574468,5.919469,0.0,0.103664,0.0,27.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -315,9,18,Accession,11,18,xxFQIQRIY,,,8,1199.6241,SecB WT apo,6000.00048,1205.201799,0.034025,4.790625,0.041239,5.516917,0.001234,MTFQIQRIY,6.3,0.9442632159892774,0.008943526594142657,5.948858260732448,5.0734,0,0.020042,0,0,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,6000.00048,1927.350524,0.07605,8.457976,0.076324,4.264724,0.004865,NYLQQQAGEGTEEHQDA,13.5,0.953950927894166,0.012478412512879261,12.878337526571242,8.866259,0.0,0.083961,0.0,50.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -1,11,18,Accession,13,18,xxIQRIY,,,6,967.536,SecB WT apo,10.020000000000001,969.701294,0.017663,1.651437,0.0189,5.142292,0.008648,FQIQRIY,4.5,0.45337934927217693,0.005501887018339277,2.0402070717247964,3.642506,0,0.0147,0,1,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,SecB his dimer apo,10.020000000000001,969.968374,0.023351,1.909669,0.026259,5.138654,0.002308,FQIQRIY,4.5,0.5242733985887738,0.007513120915368028,2.359230293649482,3.642506,0.0,0.0147,0.0,1.0,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,dimer_deltaC,10.020000000000001,969.968374,0.023351,1.909669,0.026259,5.138654,0.002308,FQIQRIY,4.5,0.5242733985887738,0.007513120915368028,2.359230293649482,3.642506,0.0,0.0147,0.0,1.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaN,10.020000000000001,903.626344,0.011579,1.704185,0.014569,4.507092,0.001959,DWQPEVK,3.6,0.6144298176668335,0.007511424832969615,2.2119473436006007,2.773604,0.0,0.024238,0.0,1.0 -64,11,18,Accession,13,18,xxIQRIY,,,6,967.536,SecB WT apo,30.0,969.910775,0.034889,1.860919,0.035531,5.136834,0.008938,FQIQRIY,4.5,0.51088975556938,0.009970064357764806,2.29900390006221,3.642506,0,0.0147,0,1,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,30.0,1241.927729,0.020753,3.589783,0.027834,4.052444,0.007796,EAPNAPHVFQK,6.3,0.8306287290889881,0.007160352119518361,5.232960993260625,4.321766,0.0,0.016281,0.0,11.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaC,30.0,1631.388739,0.01795,4.756897,0.040575,5.651652,0.008225,LDLDTASSQLADDVY,11.700000000000001,0.5652162857582493,0.005737459194328165,6.613030543371518,8.416065,0.0,0.046315,0.0,19.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaN,30.0,1393.662721,0.033826,2.096154,0.036029,5.503299,0.008571,IASMVARGTFPQL,9.0,0.3347474415500606,0.006727832155455805,3.0127269739505453,6.261897,0.0,0.065228,0.0,25.0 -127,11,18,Accession,13,18,xxIQRIY,,,6,967.536,SecB WT apo,60.0,970.157007,0.028162,2.107151,0.028954,5.144618,0.009571,FQIQRIY,4.5,0.578489369681203,0.008284668626216747,2.6032021635654137,3.642506,0,0.0147,0,1,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,SecB his dimer apo,60.0,952.207407,0.029056,2.273362,0.031517,4.824815,0.005833,DLDTASSQL,6.3,0.4992423616881851,0.0072891232308535114,3.145226878635566,4.553624,0.0,0.020853,0.0,21.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaC,60.0,1628.574736,0.086476,2.476857,0.087298,5.870132,0.006165,GAYCPNILFPAAREC,9.9,0.4741767427862871,0.018859914661400273,4.694349753584242,5.223489,0.0,0.096278,0.0,37.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaN,300.0,1485.8572,0.0696,4.243076,0.078158,5.269738,0.016869,RVTVTASLGEETAF,10.8,0.5870561081658139,0.011217778684874502,6.340205968190791,7.227718,0.0,0.036737,0.0,10.0 -190,11,18,Accession,13,18,xxIQRIY,,,6,967.536,SecB WT apo,300.0,970.747892,0.036991,2.698036,0.037598,5.131163,0.003636,FQIQRIY,4.5,0.740708731845603,0.010746147885206624,3.333189293305214,3.642506,0,0.0147,0,1,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,SecB his dimer apo,300.0,981.705684,0.005094,0.679688,0.014372,5.521484,0.01549,CEVQQGGIF,6.3,0.3026627848673951,0.010106116913212256,1.906775544664589,2.245694,0.0,0.058034,0.0,31.0,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,dimer_deltaC,600.0,985.02796,0.01869,3.012099,0.022854,4.853031,0.004776,EAPNAPHVF,4.5,1.016932449139856,0.009927251696057944,4.576196021129352,2.961946,0.0,0.018193,0.0,10.0,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,dimer_deltaN,600.0,1606.685079,0.043317,8.045843,0.043548,4.738338,0.003695,MNYLQQQAGEGTEE,10.8,1.0126638310854845,0.011023803866127526,10.936769375723234,7.945226,0.0,0.075043,0.0,34.0 -253,11,18,Accession,13,18,xxIQRIY,,,6,967.536,SecB WT apo,600.0,970.924658,0.015747,2.874801,0.017123,5.145348,0.005831,FQIQRIY,4.5,0.7892371350932572,0.005678313754943448,3.5515671079196576,3.642506,0,0.0147,0,1,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,600.0,1211.498285,0.027981,4.123986,0.030546,5.375842,0.007318,SMVARGTFPQL,7.2,0.7740872112437488,0.0066019489336817255,5.573427920954991,5.327547,0.0,0.022525,0.0,41.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaC,6000.00048,929.285959,0.034198,4.339599,0.04502,5.299625,0.006207,ASLGEETAF,6.3,0.961659268149561,0.012706011817733098,6.058453389342234,4.512616,0.0,0.036923,0.0,28.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -316,11,18,Accession,13,18,xxIQRIY,,,6,967.536,SecB WT apo,6000.00048,971.499418,0.031698,3.449561,0.032404,5.145425,0.002705,FQIQRIY,4.5,0.9470295999512424,0.00968230989542069,4.261633199780591,3.642506,0,0.0147,0,1,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,6000.00048,1812.072351,0.047874,7.301958,0.049533,3.834821,0.005386,YLQQQAGEGTEEHQDA,12.6,0.9843192803940319,0.007716257691937763,12.402422932964802,7.418282,0.0,0.029146,0.0,51.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -2,18,33,Accession,20,33,xxDISFEApNApHVF,,,12,1672.8329,SecB WT apo,10.020000000000001,1675.683936,0.022388,1.839924,0.026986,5.13041,0.007817,TKDISFEAPNAPHVF,9.9,0.3494935837735583,0.006564319512775974,3.4599864793582276,5.264543,0,0.061768,0,2,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,10.020000000000001,1675.749048,0.043334,1.90301,0.04748,5.128234,0.001803,TKDISFEAPNAPHVF,9.9,0.36147677015839746,0.00996627080566159,3.578620024568135,5.264543,0.0,0.061768,0.0,2.0,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,dimer_deltaC,10.020000000000001,1675.749048,0.043334,1.90301,0.04748,5.128234,0.001803,TKDISFEAPNAPHVF,9.9,0.36147677015839746,0.00996627080566159,3.578620024568135,5.264543,0.0,0.061768,0.0,2.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaN,10.020000000000001,1160.761439,0.035197,2.521824,0.039376,4.110071,0.002039,QPEVKLDLDT,7.2,0.7284706306477023,0.011376267635331313,5.244988540663457,3.461806,0.0,0.000977,0.0,2.0 -65,18,33,Accession,20,33,xxDISFEApNApHVF,,,12,1672.8329,SecB WT apo,30.0,1676.352355,0.102157,2.508343,0.103262,5.127204,0.008738,TKDISFEAPNAPHVF,9.9,0.47645978007967643,0.020395681644847792,4.716951822788797,5.264543,0,0.061768,0,2,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,30.0,2126.760951,0.042787,5.429866,0.048047,4.591731,0.005279,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.6587964232416494,0.006474904391904315,7.7079181519272995,8.2421,0.0,0.035257,0.0,12.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaC,30.0,1760.626563,0.015604,4.849842,0.023166,5.595273,0.009081,LDLDTASSQLADDVYE,12.6,0.5512844835415759,0.00312163154076726,6.946184492623856,8.797349,0.0,0.026752,0.0,20.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaN,30.0,2153.057653,0.064908,5.568475,0.066879,6.000536,0.009708,IASMVARGTFPQLNLAPVNF,14.4,0.5370219906598163,0.0077574753235794104,7.733116665501354,10.369175,0.0,0.083226,0.0,26.0 -128,18,33,Accession,20,33,xxDISFEApNApHVF,,,12,1672.8329,SecB WT apo,60.0,1676.813345,0.030799,2.969332,0.034288,5.132133,0.011324,TKDISFEAPNAPHVF,9.9,0.5640246456340086,0.009285039764356188,5.583843991776685,5.264543,0,0.061768,0,2,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,SecB his dimer apo,60.0,723.214429,0.009316,1.518136,0.017976,4.211864,0.003438,DTASSQL,4.5,0.47424188230295966,0.00569907270547799,2.1340884703633183,3.201185,0.0,0.006567,0.0,22.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaC,60.0,870.434764,0.017032,0.421757,0.021946,6.448149,0.006792,YCPNILF,3.6,0.22424924936900206,0.012394830156437686,0.8072972977284074,1.880751,0.0,0.035057,0.0,38.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaN,300.0,1598.892891,0.041146,4.171964,0.074867,5.726139,0.015627,RVTVTASLGEETAFL,11.700000000000001,0.5431384822403119,0.0102795468368335,6.35472024221165,7.681216,0.0,0.046195,0.0,11.0 -191,18,33,Accession,20,33,xxDISFEApNApHVF,,,12,1672.8329,SecB WT apo,300.0,1677.243105,0.032691,3.399092,0.035997,5.119915,0.005196,TKDISFEAPNAPHVF,9.9,0.6456575622993297,0.010204888710217387,6.392009866763364,5.264543,0,0.061768,0,2,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,SecB his dimer apo,300.0,749.286983,0.021173,0.50251,0.02306,5.418316,0.014865,VQQGGIF,4.5,0.33911515986684004,0.01645926787118219,1.5260182194007803,1.481827,0.0,0.023424,0.0,32.0,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,dimer_deltaC,600.0,1242.585274,0.01029,4.247328,0.021211,4.053595,0.005054,EAPNAPHVFQK,6.3,0.9827760225796585,0.006147775821144883,6.191488942251848,4.321766,0.0,0.016281,0.0,11.0,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,dimer_deltaN,600.0,2059.238306,0.021957,9.195605,0.023367,4.493186,0.002837,MNYLQQQAGEGTEEHQDA,14.4,0.970674060545387,0.0024789658496303883,13.977706471853573,9.473422,0.0,0.002415,0.0,35.0 -254,18,33,Accession,20,33,xxDISFEApNApHVF,,,12,1672.8329,SecB WT apo,600.0,1677.329581,0.052881,3.485568,0.054986,5.132995,0.006448,TKDISFEAPNAPHVF,9.9,0.6620836794380823,0.013016648007645622,6.554628426437016,5.264543,0,0.061768,0,2,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,600.0,1124.310082,0.016821,3.987167,0.020618,5.329775,0.007063,MVARGTFPQL,6.3,0.8333867024058303,0.006947669851284191,5.250336225156731,4.784294,0.0,0.031285,0.0,42.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaC,6000.00048,1042.770864,0.028208,4.657553,0.036359,5.905697,0.007416,ASLGEETAFL,7.2,0.9657062586176511,0.009513731706464853,6.953085062047088,4.82295,0.0,0.028983,0.0,29.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -317,18,33,Accession,20,33,xxDISFEApNApHVF,,,12,1672.8329,SecB WT apo,6000.00048,1678.162157,0.072211,4.318144,0.073767,5.132658,0.003266,TKDISFEAPNAPHVF,9.9,0.8202314996762303,0.01699858093235136,8.12029184679468,5.264543,0,0.061768,0,2,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,6000.00048,1648.500701,0.041845,6.92399,0.043196,3.469153,0.005756,LQQQAGEGTEEHQDA,11.700000000000001,0.9733247621402549,0.0074980914112633655,11.387899717040984,7.113751,0.0,0.03215,0.0,52.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -3,18,34,Accession,20,34,xxDISFEApNApHVFQ,,,13,1800.8915,SecB WT apo,10.020000000000001,1804.487351,0.032707,2.532099,0.033613,4.947923,0.013231,TKDISFEAPNAPHVFQ,10.8,0.4007817470995109,0.0057897259838011125,4.328442868674718,6.3179,0,0.036001,0,3,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,10.020000000000001,1804.513374,0.031359,2.640899,0.033049,4.949143,0.0035,TKDISFEAPNAPHVFQ,10.8,0.41800265911141365,0.005747768856803126,4.514428718403268,6.3179,0.0,0.036001,0.0,3.0,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,dimer_deltaC,10.020000000000001,1804.513374,0.031359,2.640899,0.033049,4.949143,0.0035,TKDISFEAPNAPHVFQ,10.8,0.41800265911141365,0.005747768856803126,4.514428718403268,6.3179,0.0,0.036001,0.0,3.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaN,10.020000000000001,1065.956886,0.025176,2.87659,0.025938,5.209874,0.001885,LDLDTASSQL,7.2,0.5105233921190362,0.005541546915725592,3.6757684232570607,5.63459,0.0,0.03405,0.0,3.0 -66,18,34,Accession,20,34,xxDISFEApNApHVFQ,,,13,1800.8915,SecB WT apo,30.0,1805.261419,0.066145,3.306167,0.066597,4.939749,0.008337,TKDISFEAPNAPHVFQ,10.8,0.523301571724782,0.010954656284373207,5.651656974627646,6.3179,0,0.036001,0,3,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,30.0,2241.19136,0.101299,6.713472,0.104344,5.02668,0.006039,EAPNAPHVFQKDWQPEVKL,12.6,0.7464509934838843,0.0134063361587104,9.405282517896943,8.993855,0.0,0.080943,0.0,13.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaC,30.0,952.111411,0.001459,2.177366,0.012295,4.817572,0.005181,DLDTASSQL,6.3,0.47816113056326126,0.0034763578601376102,3.012415122548546,4.553624,0.0,0.020853,0.0,21.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaN,30.0,1209.720806,0.032203,2.346507,0.034456,5.373567,0.009172,SMVARGTFPQL,7.2,0.4404479209662533,0.006730278963230283,3.171225030957024,5.327547,0.0,0.022525,0.0,27.0 -129,18,34,Accession,20,34,xxDISFEApNApHVFQ,,,13,1800.8915,SecB WT apo,60.0,1805.95197,0.038868,3.996718,0.039633,4.944612,0.015703,TKDISFEAPNAPHVFQ,10.8,0.632602288735181,0.007235068246796721,6.832104718339955,6.3179,0,0.036001,0,3,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,SecB his dimer apo,60.0,848.320349,0.045398,1.365183,0.049072,4.623688,0.00708,RVTVTASL,5.4,0.36146447359955264,0.013301061152326474,1.9519081574375843,3.776811,0.0,0.029739,0.0,23.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaC,60.0,1394.167934,0.064031,2.601367,0.065222,5.513103,0.008019,IASMVARGTFPQL,9.0,0.41542794459889715,0.01127886461707913,3.7388515013900743,6.261897,0.0,0.065228,0.0,39.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaN,300.0,692.775434,0.017349,2.011368,0.029142,4.960855,0.013688,VTVTASL,4.5,0.6144634296183172,0.0099364721651371,2.7650854332824277,3.273373,0.0,0.023509,0.0,12.0 -192,18,34,Accession,20,34,xxDISFEApNApHVFQ,,,13,1800.8915,SecB WT apo,300.0,1806.344661,0.080389,4.38941,0.080762,4.935798,0.003678,TKDISFEAPNAPHVFQ,10.8,0.694757751784612,0.013382046860534546,7.50338371927381,6.3179,0,0.036001,0,3,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,300.0,880.539878,0.043976,4.636357,0.048294,4.551191,0.014343,SIAGIEGTQ,6.3,0.9825411057737647,0.012206115077486734,6.190008966374718,4.718741,0.0,0.031945,0.0,33.0,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,dimer_deltaC,600.0,2128.385939,0.051916,7.054853,0.05633,4.594005,0.004503,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.8559533371349534,0.007753440055725116,10.014654044478956,8.2421,0.0,0.035257,0.0,12.0,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,dimer_deltaN,600.0,1927.308813,0.076397,8.416265,0.07667,4.263257,0.005255,NYLQQQAGEGTEEHQDA,13.5,0.9492464634746176,0.012473221743880339,12.814827256907337,8.866259,0.0,0.083961,0.0,36.0 -255,18,34,Accession,20,34,xxDISFEApNApHVFQ,,,13,1800.8915,SecB WT apo,600.0,1806.334747,0.033809,4.379495,0.034686,4.947334,0.008232,TKDISFEAPNAPHVFQ,10.8,0.6931884012092626,0.006763400043793134,7.486434733060037,6.3179,0,0.036001,0,3,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,SecB his dimer apo,600.0,879.053956,0.020518,3.084413,0.023561,4.099621,0.001878,VARGTFPQ,4.5,1.0758580685352606,0.010648893586375564,4.841361308408673,2.866933,0.0,0.018046,0.0,43.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaC,6000.00048,1097.19072,0.080499,2.969645,0.0816,5.738393,0.008548,LCEVQQGGIF,7.2,1.2106931251725035,0.03557829341325947,8.716990501242025,2.452847,0.0,0.025554,0.0,30.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -318,18,34,Accession,20,34,xxDISFEApNApHVFQ,,,13,1800.8915,SecB WT apo,6000.00048,1807.239221,0.064263,5.283969,0.064728,4.946768,0.002933,TKDISFEAPNAPHVFQ,10.8,0.8363489450608589,0.011299372155867833,9.032568606657277,6.3179,0,0.036001,0,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -4,18,35,Accession,20,35,xxDISFEApNApHVFQK,,,14,1928.9865,SecB WT apo,10.020000000000001,1933.229335,0.031139,3.11985,0.035264,4.618202,0.010243,TKDISFEAPNAPHVFQK,11.700000000000001,0.45797879250728285,0.005715788549695883,5.35835187233521,6.812215,0,0.036048,0,4,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,10.020000000000001,1933.28894,0.059851,3.165901,0.061752,4.620124,0.001952,TKDISFEAPNAPHVFQK,11.700000000000001,0.46473885513008617,0.009392559358531822,5.437444605022009,6.812215,0.0,0.036048,0.0,4.0,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,dimer_deltaC,10.020000000000001,1933.28894,0.059851,3.165901,0.061752,4.620124,0.001952,TKDISFEAPNAPHVFQK,11.700000000000001,0.46473885513008617,0.009392559358531822,5.437444605022009,6.812215,0.0,0.036048,0.0,4.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaN,10.020000000000001,1368.30139,0.027224,3.975057,0.029678,5.029944,0.002264,LDLDTASSQLADD,9.9,0.5719967364276833,0.007489629823142912,5.662767690634065,6.94944,0.0,0.074753,0.0,4.0 -67,18,35,Accession,20,35,xxDISFEApNApHVFQK,,,14,1928.9865,SecB WT apo,30.0,1933.984366,0.122007,3.874881,0.123125,4.616431,0.007427,TKDISFEAPNAPHVFQK,11.700000000000001,0.5688136678011484,0.018323069305440053,6.655119913273436,6.812215,0,0.036048,0,4,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,30.0,1389.664316,0.017528,3.097785,0.021518,4.684426,0.004887,QKDWQPEVKLD,7.2,0.6821801860248179,0.013782668687165142,4.911697339378689,4.541007,0.0,0.086153,0.0,14.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaC,30.0,723.116935,0.032336,1.420643,0.035804,4.202202,0.005829,DTASSQL,4.5,0.44378659777551127,0.011221598895993952,1.9970396899898006,3.201185,0.0,0.006567,0.0,22.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaN,30.0,1122.522078,0.020916,2.199164,0.024076,5.325414,0.006975,MVARGTFPQL,6.3,0.4596632230377147,0.005861636896420754,2.8958783051376025,4.784294,0.0,0.031285,0.0,28.0 -130,18,35,Accession,20,35,xxDISFEApNApHVFQK,,,14,1928.9865,SecB WT apo,60.0,1934.452292,0.031863,4.342807,0.035905,4.623861,0.011855,TKDISFEAPNAPHVFQK,11.700000000000001,0.6375029267279437,0.006257816129886118,7.458784242716942,6.812215,0,0.036048,0,4,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,60.0,1485.09655,0.044359,3.482426,0.056852,5.262732,0.002888,RVTVTASLGEETAF,10.8,0.4818154222397719,0.008238247725924297,5.203606560189537,7.227718,0.0,0.036737,0.0,24.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaC,60.0,2153.615965,0.127164,6.126788,0.128181,6.005685,0.004827,IASMVARGTFPQLNLAPVNF,14.4,0.590865522088305,0.013240219515170727,8.508463518071592,10.369175,0.0,0.083226,0.0,40.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaN,300.0,1242.321333,0.069607,4.014101,0.069765,5.9515,0.014447,VTASLGEETAFL,9.0,0.6781184258250191,0.01673108300018766,6.103065832425172,5.919469,0.0,0.103664,0.0,13.0 -193,18,35,Accession,20,35,xxDISFEApNApHVFQK,,,14,1928.9865,SecB WT apo,300.0,1934.963542,0.03572,4.854057,0.039368,4.612601,0.004573,TKDISFEAPNAPHVFQK,11.700000000000001,0.7125519379526336,0.006900329571449979,8.336857674045813,6.812215,0,0.036048,0,4,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,SecB his dimer apo,300.0,853.593196,0.026004,2.630851,0.033751,5.716614,0.014708,GAYCPNIL,4.5,0.8022305773581914,0.01179802102331986,3.610037598111861,3.27942,0.0,0.02358,0.0,34.0,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,dimer_deltaC,600.0,2242.690432,0.099259,8.212544,0.102365,5.02829,0.010021,EAPNAPHVFQKDWQPEVKL,12.6,0.9131283526363277,0.014038426944675709,11.50541724321773,8.993855,0.0,0.080943,0.0,13.0,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,dimer_deltaN,600.0,1812.154382,0.019541,7.383988,0.023312,3.831084,0.002322,YLQQQAGEGTEEHQDA,12.6,0.9953770967455808,0.005016925289650081,12.541751418994318,7.418282,0.0,0.029146,0.0,37.0 -256,18,35,Accession,20,35,xxDISFEApNApHVFQK,,,14,1928.9865,SecB WT apo,600.0,1934.945124,0.063272,4.835639,0.0654,4.624496,0.005835,TKDISFEAPNAPHVFQK,11.700000000000001,0.709848265211829,0.01030909193984361,8.3052247029784,6.812215,0,0.036048,0,4,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,SecB his dimer apo,600.0,992.87587,0.001707,3.800609,0.019374,5.210611,0.007256,VARGTFPQL,5.4,0.9779291037815347,0.0055747866215560314,5.280817160420288,3.886385,0.0,0.009917,0.0,44.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaC,6000.00048,983.748652,0.060591,2.722656,0.062063,5.511573,0.007287,CEVQQGGIF,6.3,1.2123895775648865,0.0417780333641294,7.638054338658785,2.245694,0.0,0.058034,0.0,31.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -319,18,35,Accession,20,35,xxDISFEApNApHVFQK,,,14,1928.9865,SecB WT apo,6000.00048,1935.889704,0.071981,5.780219,0.07386,4.625127,0.003427,TKDISFEAPNAPHVFQK,11.700000000000001,0.84850801097734,0.011735226660488979,9.927543728434879,6.812215,0,0.036048,0,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -5,18,42,Accession,20,42,xxDISFEApNApHVFQKDWQpEVK,,,20,2811.4101,SecB WT apo,10.020000000000001,2818.554169,0.057966,5.432395,0.058766,4.845051,0.01303,TKDISFEAPNAPHVFQKDWQPEVK,17.1,0.5022972510656397,0.006822369999426167,8.58928299322244,10.8151,0,0.088827,0,5,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,10.020000000000001,1331.417344,0.026881,1.998576,0.028555,5.482699,0.002284,ISFEAPNAPHVF,7.2,0.43300553125385915,0.006196037849217951,3.117639825027786,4.61559,0.0,0.003636,0.0,5.0,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,dimer_deltaC,10.020000000000001,1331.417344,0.026881,1.998576,0.028555,5.482699,0.002284,ISFEAPNAPHVF,7.2,0.43300553125385915,0.006196037849217951,3.117639825027786,4.61559,0.0,0.003636,0.0,5.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaN,10.020000000000001,1630.925545,0.040807,4.293703,0.054675,5.652373,0.002254,LDLDTASSQLADDVY,11.700000000000001,0.5101794009433149,0.007077230531408868,5.969098991036785,8.416065,0.0,0.046315,0.0,5.0 -68,18,42,Accession,20,42,xxDISFEApNApHVFQKDWQpEVK,,,20,2811.4101,SecB WT apo,30.0,2819.253573,0.095618,6.1318,0.096105,4.838986,0.009611,TKDISFEAPNAPHVFQKDWQPEVK,17.1,0.5669665560188996,0.010032374453322527,9.695128107923184,10.8151,0,0.088827,0,5,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,SecB his dimer apo,30.0,903.75515,0.005775,1.832991,0.010561,4.503151,0.005956,DWQPEVK,3.6,0.6608697564612684,0.006917481634283018,2.3791311232605663,2.773604,0.0,0.024238,0.0,15.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaC,30.0,847.853642,0.028138,0.898476,0.033747,4.614405,0.00587,RVTVTASL,5.4,0.2378927619094522,0.009129552131803555,1.2846209143110419,3.776811,0.0,0.029739,0.0,23.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaN,30.0,877.610671,0.007673,1.641127,0.013892,4.094517,0.007257,VARGTFPQ,4.5,0.5724329797731583,0.0060384464286953685,2.5759484089792126,2.866933,0.0,0.018046,0.0,29.0 -131,18,42,Accession,20,42,xxDISFEApNApHVFQKDWQpEVK,,,20,2811.4101,SecB WT apo,60.0,2820.151094,0.032949,7.02932,0.034337,4.838653,0.013948,TKDISFEAPNAPHVFQKDWQPEVK,17.1,0.6499542306589862,0.006211019595876655,11.114217344268665,10.8151,0,0.088827,0,5,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,60.0,1598.083426,0.016181,3.362499,0.064606,5.72512,0.007586,RVTVTASLGEETAFL,11.700000000000001,0.4377560792457861,0.008813305077712554,5.121746127175697,7.681216,0.0,0.046195,0.0,25.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaC,60.0,1210.212087,0.062831,2.837788,0.064015,5.383108,0.008435,SMVARGTFPQL,7.2,0.5326631562330656,0.012225082356144607,3.8351747248780725,5.327547,0.0,0.022525,0.0,41.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaN,300.0,928.455214,0.010532,3.508854,0.031116,5.310432,0.014147,ASLGEETAF,6.3,0.7775653855767918,0.009382052098482786,4.898661929133788,4.512616,0.0,0.036923,0.0,14.0 -194,18,42,Accession,20,42,xxDISFEApNApHVFQKDWQpEVK,,,20,2811.4101,SecB WT apo,300.0,2820.653999,0.075776,7.532226,0.076389,4.835655,0.005261,TKDISFEAPNAPHVFQKDWQPEVK,17.1,0.6964545866427495,0.00908892767681441,11.909373431591018,10.8151,0,0.088827,0,5,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,SecB his dimer apo,300.0,1001.047588,0.02175,2.907983,0.031526,6.407952,0.015301,GAYCPNILF,5.4,0.871321954145665,0.011593252687102913,4.705138552386591,3.337438,0.0,0.025744,0.0,35.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaC,600.0,1390.396595,0.018467,3.830065,0.022289,4.687205,0.003208,QKDWQPEVKLD,7.2,0.8434395718835052,0.01673779542828841,6.072764917561237,4.541007,0.0,0.086153,0.0,14.0,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,dimer_deltaN,600.0,1648.572221,0.015208,6.995511,0.018606,3.46432,0.003736,LQQQAGEGTEEHQDA,11.700000000000001,0.9833786704089024,0.005156802015845375,11.505530443784158,7.113751,0.0,0.03215,0.0,38.0 -257,18,42,Accession,20,42,xxDISFEApNApHVFQKDWQpEVK,,,20,2811.4101,SecB WT apo,600.0,2821.053566,0.046225,7.931792,0.047224,4.842347,0.008342,TKDISFEAPNAPHVFQKDWQPEVK,17.1,0.7333997836358425,0.00743974608887674,12.541136300172907,10.8151,0,0.088827,0,5,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,600.0,1752.430269,0.00433,7.421238,0.008439,5.875002,0.008275,VARGTFPQLNLAPVNF,10.8,0.8987012905232137,0.002836714778197892,9.70597393765071,8.257736,0.0,0.024315,0.0,45.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaC,6000.00048,750.638671,0.003243,1.854198,0.009694,5.407504,0.007121,VQQGGIF,4.5,1.2512918174658716,0.020833572359649697,5.630813178596422,1.481827,0.0,0.023424,0.0,32.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -320,18,42,Accession,20,42,xxDISFEApNApHVFQKDWQpEVK,,,20,2811.4101,SecB WT apo,6000.00048,2822.631124,0.038142,9.509351,0.039347,4.842894,0.002517,TKDISFEAPNAPHVFQKDWQPEVK,17.1,0.8792661186674188,0.00808628463609248,15.035450629212862,10.8151,0,0.088827,0,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -6,21,33,Accession,23,33,xxFEApNApHVF,,,9,1328.6634,SecB WT apo,10.020000000000001,1331.283021,0.015799,1.86147,0.019072,5.489802,0.011635,ISFEAPNAPHVF,7.2,0.40330055312538593,0.004144278622568917,2.903763982502779,4.61559,0,0.003636,0,6,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,10.020000000000001,1460.22629,0.046031,2.635443,0.047397,5.254191,0.001139,ISFEAPNAPHVFQ,8.1,0.4739247627492654,0.008960165862292244,3.83879057826905,5.560889,0.0,0.032429,0.0,6.0,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,dimer_deltaC,10.020000000000001,1460.22629,0.046031,2.635443,0.047397,5.254191,0.001139,ISFEAPNAPHVFQ,8.1,0.4739247627492654,0.008960165862292244,3.83879057826905,5.560889,0.0,0.032429,0.0,6.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaN,10.020000000000001,1760.138159,0.020293,4.361438,0.026552,5.595306,0.002199,LDLDTASSQLADDVYE,12.6,0.4957673044459188,0.003373757573996273,6.246668036018577,8.797349,0.0,0.026752,0.0,6.0 -69,21,33,Accession,23,33,xxFEApNApHVF,,,9,1328.6634,SecB WT apo,30.0,1331.894565,0.040517,2.473014,0.041902,5.48333,0.008868,ISFEAPNAPHVF,7.2,0.5357958570843597,0.009088169313730101,3.85773017100739,4.61559,0,0.003636,0,6,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,30.0,1160.960552,0.008083,2.720936,0.019416,4.098658,0.005581,QPEVKLDLDT,7.2,0.7859874296826569,0.005613018065634918,5.65910949371513,3.461806,0.0,0.000977,0.0,16.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaC,30.0,1484.444146,0.043051,2.830022,0.055838,5.253455,0.00815,RVTVTASLGEETAF,10.8,0.3915512475721936,0.007977763432616441,4.228753473779691,7.227718,0.0,0.036737,0.0,24.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaN,30.0,991.372379,0.012677,2.297117,0.02309,5.207153,0.005483,VARGTFPQL,5.4,0.591067791791086,0.006129706325735941,3.1917660756718647,3.886385,0.0,0.009917,0.0,30.0 -132,21,33,Accession,23,33,xxFEApNApHVF,,,9,1328.6634,SecB WT apo,60.0,1332.359026,0.03688,2.937475,0.038397,5.489686,0.012171,ISFEAPNAPHVF,7.2,0.6364245957721548,0.008334073422975355,4.582257089559515,4.61559,0,0.003636,0,6,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,SecB his dimer apo,60.0,692.249863,0.031299,1.485798,0.039089,4.95476,0.004384,VTVTASL,4.5,0.45390427549808715,0.012378466122614262,2.0425692397413924,3.273373,0.0,0.023509,0.0,26.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaC,60.0,1123.091029,0.045822,2.768115,0.047348,5.335575,0.005857,MVARGTFPQL,6.3,0.5785837994069762,0.010595090838876603,3.64507793626395,4.784294,0.0,0.031285,0.0,42.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaN,300.0,1041.630761,0.013582,3.517451,0.02666,5.915555,0.015116,ASLGEETAFL,7.2,0.7293152531127215,0.0070543818214231155,5.251069822411595,4.82295,0.0,0.028983,0.0,15.0 -195,21,33,Accession,23,33,xxFEApNApHVF,,,9,1328.6634,SecB WT apo,300.0,1332.765843,0.029486,3.344293,0.031362,5.479832,0.003512,ISFEAPNAPHVF,7.2,0.724564573543144,0.006818729512364097,5.216864929510637,4.61559,0,0.003636,0,6,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,300.0,1526.980564,0.040125,4.260994,0.040265,5.735929,0.014756,GAYCPNILFPAARE,9.0,0.8356248496079068,0.0089146200777252,7.5206236464711615,5.099171,0.0,0.025247,0.0,36.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaC,600.0,904.399197,0.018624,2.477038,0.020616,4.509881,0.00312,DWQPEVK,3.6,0.8930755796429481,0.010777632875053003,3.2150720867146134,2.773604,0.0,0.024238,0.0,15.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaN,6000.00048,1390.991503,0.046441,4.424972,0.048089,4.690126,0.006126,QKDWQPEVKLD,7.2,0.9744472977029106,0.02130568021256627,7.016020543460956,4.541007,0.0,0.086153,0.0,0.0 -258,21,33,Accession,23,33,xxFEApNApHVF,,,9,1328.6634,SecB WT apo,600.0,1332.82225,0.043755,3.400699,0.04504,5.493785,0.007907,ISFEAPNAPHVF,7.2,0.7367853297194941,0.009775478508839872,5.3048543739803575,4.61559,0,0.003636,0,6,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,SecB his dimer apo,600.0,777.600993,0.006027,2.799327,0.012772,5.495598,0.006081,NLAPVNF,3.6,1.0331632879025876,0.008864877762684327,3.7193878364493154,2.709472,0.0,0.019689,0.0,46.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaC,6000.00048,880.464822,0.013623,4.5613,0.024168,4.543502,0.004216,SIAGIEGTQ,6.3,0.96663495623091,0.008309933950204575,6.089800224254732,4.718741,0.0,0.031945,0.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -321,21,33,Accession,23,33,xxFEApNApHVF,,,9,1328.6634,SecB WT apo,6000.00048,1333.433258,0.030477,4.011707,0.032295,5.491594,0.002625,ISFEAPNAPHVF,7.2,0.8691645055128381,0.007030359927536579,6.257984439692434,4.61559,0,0.003636,0,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -7,21,34,Accession,23,34,xxFEApNApHVFQ,,,10,1456.7219,SecB WT apo,10.020000000000001,1460.181999,0.035201,2.582201,0.041007,5.257374,0.012036,ISFEAPNAPHVFQ,8.1,0.46435039433443104,0.00785565705954532,3.7612381941088913,5.560889,0,0.032429,0,7,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,10.020000000000001,1588.900539,0.020537,3.20389,0.026674,4.847721,0.000703,ISFEAPNAPHVFQK,9.0,0.5150669489450491,0.006829707409070073,4.635602540505442,6.220337,0.0,0.064196,0.0,7.0,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,dimer_deltaC,10.020000000000001,1588.900539,0.020537,3.20389,0.026674,4.847721,0.000703,ISFEAPNAPHVFQK,9.0,0.5150669489450491,0.006829707409070073,4.635602540505442,6.220337,0.0,0.064196,0.0,7.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaN,10.020000000000001,952.09384,0.040725,2.159795,0.042515,4.818418,0.00173,DLDTASSQL,6.3,0.4743024457003916,0.009585840269907178,2.988105407912467,4.553624,0.0,0.020853,0.0,7.0 -70,21,34,Accession,23,34,xxFEApNApHVFQ,,,10,1456.7219,SecB WT apo,30.0,1460.825341,0.096207,3.225543,0.09848,5.247113,0.008593,ISFEAPNAPHVFQ,8.1,0.5800408891456024,0.018029549075004675,4.698331202079379,5.560889,0,0.032429,0,7,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,30.0,1066.104522,0.033797,3.024226,0.034369,5.208222,0.006077,LDLDTASSQL,7.2,0.5367251210824567,0.006908372900011365,3.8644208717936888,5.63459,0.0,0.03405,0.0,17.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaC,30.0,1597.440825,0.054545,2.719897,0.082989,5.715338,0.009221,RVTVTASLGEETAFL,11.700000000000001,0.3540971898199452,0.011012020933810622,4.142937120893359,7.681216,0.0,0.046195,0.0,25.0,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,dimer_deltaN,30.0,1751.096849,0.025046,6.087817,0.026073,5.873639,0.008299,VARGTFPQLNLAPVNF,10.8,0.7372259176122851,0.0038316363539171623,7.962039910212679,8.257736,0.0,0.024315,0.0,31.0 -133,21,34,Accession,23,34,xxFEApNApHVFQ,,,10,1456.7219,SecB WT apo,60.0,1461.317292,0.040815,3.717494,0.045917,5.258162,0.017958,ISFEAPNAPHVFQ,8.1,0.6685071397756724,0.009131177162215912,5.414907832182947,5.560889,0,0.032429,0,7,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,60.0,1241.721293,0.050466,3.414061,0.050685,5.948404,0.006859,VTASLGEETAFL,9.0,0.576751225489989,0.01324125762166352,5.190761029409901,5.919469,0.0,0.103664,0.0,27.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaC,60.0,877.995969,0.042582,2.026425,0.044129,4.109217,0.006813,VARGTFPQ,4.5,0.7068267727219297,0.016022517732488632,3.1807204772486837,2.866933,0.0,0.018046,0.0,43.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaN,300.0,1094.933602,0.030699,0.712526,0.033478,5.74714,0.014603,LCEVQQGGIF,7.2,0.29048937826126126,0.01398012384769905,2.091523523481081,2.452847,0.0,0.025554,0.0,16.0 -196,21,34,Accession,23,34,xxFEApNApHVFQ,,,10,1456.7219,SecB WT apo,300.0,1461.744744,0.020327,4.144946,0.029252,5.244169,0.001948,ISFEAPNAPHVFQ,8.1,0.7453747053753456,0.0068238579642483236,6.037535113540299,5.560889,0,0.032429,0,7,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,300.0,1630.682116,0.029709,4.584237,0.032023,5.87402,0.01419,GAYCPNILFPAAREC,9.9,0.877619728882362,0.017298811888593994,8.688435315935383,5.223489,0.0,0.096278,0.0,37.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaC,600.0,1161.563616,0.029365,3.324001,0.034263,4.102315,0.00316,QPEVKLDLDT,7.2,0.9601927433253047,0.009901144120709669,6.913387751942194,3.461806,0.0,0.000977,0.0,16.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaN,6000.00048,904.792772,0.002837,2.870613,0.009286,4.512609,0.005075,DWQPEVK,3.6,1.0349757932278725,0.009644234069064178,3.725912855620341,2.773604,0.0,0.024238,0.0,1.0 -259,21,34,Accession,23,34,xxFEApNApHVFQ,,,10,1456.7219,SecB WT apo,600.0,1461.787539,0.070712,4.187741,0.073774,5.257535,0.007465,ISFEAPNAPHVFQ,8.1,0.7530704173379471,0.01397456929126847,6.0998703804373715,5.560889,0,0.032429,0,7,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,600.0,2206.674155,0.058365,9.412004,0.059192,5.002913,0.008441,FMNYLQQQAGEGTEEHQDA,15.3,0.9964107209174597,0.009312597100841548,15.245084030037134,9.445908,0.0,0.065306,0.0,47.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaC,6000.00048,854.29539,0.010918,3.333045,0.024127,5.708006,0.008663,GAYCPNIL,4.5,1.0163519768739593,0.010369754628821191,4.573583895932817,3.27942,0.0,0.02358,0.0,34.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -322,21,34,Accession,23,34,xxFEApNApHVFQ,,,10,1456.7219,SecB WT apo,6000.00048,1462.416824,0.030985,4.817025,0.03745,5.256486,0.001527,ISFEAPNAPHVFQ,8.1,0.8662328990922135,0.008418553238115786,7.016486482646929,5.560889,0,0.032429,0,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -8,21,35,Accession,23,35,xxFEApNApHVFQK,,,11,1584.8169,SecB WT apo,10.020000000000001,1588.848082,0.027998,3.145305,0.03759,4.855414,0.012739,ISFEAPNAPHVFQK,9.0,0.50564864893976,0.00798443614926695,4.55083784045784,6.220337,0,0.064196,0,8,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,10.020000000000001,2473.744531,0.048668,4.999026,0.05346,5.019877,0.005603,ISFEAPNAPHVFQKDWQPEVK,14.4,0.4982224941053779,0.006047681459525283,7.174403915117442,10.033722,0.0,0.057622,0.0,8.0,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,dimer_deltaC,10.020000000000001,2473.744531,0.048668,4.999026,0.05346,5.019877,0.005603,ISFEAPNAPHVFQKDWQPEVK,14.4,0.4982224941053779,0.006047681459525283,7.174403915117442,10.033722,0.0,0.057622,0.0,8.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaN,10.020000000000001,723.093076,0.014228,1.396783,0.020947,4.205576,0.001614,DTASSQL,4.5,0.4363331078959823,0.006604452638193359,1.9634989855319203,3.201185,0.0,0.006567,0.0,8.0 -71,21,35,Accession,23,35,xxFEApNApHVFQK,,,11,1584.8169,SecB WT apo,30.0,1589.517645,0.062793,3.814868,0.067617,4.846944,0.009863,ISFEAPNAPHVFQK,9.0,0.6132896015119439,0.01257872970170332,5.519606413607495,6.220337,0,0.064196,0,8,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,30.0,1368.735764,0.012319,4.409431,0.01707,5.024053,0.00515,LDLDTASSQLADD,9.9,0.6345016289082285,0.007253689296927418,6.281566126191462,6.94944,0.0,0.074753,0.0,18.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaC,30.0,691.806803,0.029898,1.042738,0.037976,4.945487,0.004496,VTVTASL,4.5,0.3185515369009276,0.0118249134148051,1.433481916054174,3.273373,0.0,0.023509,0.0,26.0,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,dimer_deltaN,30.0,777.590331,0.008782,2.788665,0.01428,5.491248,0.008892,NLAPVNF,3.6,1.0292282038714555,0.009149556867131611,3.70522153393724,2.709472,0.0,0.019689,0.0,32.0 -134,21,35,Accession,23,35,xxFEApNApHVFQK,,,11,1584.8169,SecB WT apo,60.0,1589.998147,0.026135,4.295369,0.036223,4.85012,0.012387,ISFEAPNAPHVFQK,9.0,0.6905363809066937,0.009203208489488262,6.214827428160243,6.220337,0,0.064196,0,8,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,SecB his dimer apo,60.0,928.048919,0.035058,3.102559,0.045677,5.303145,0.005427,ASLGEETAF,6.3,0.6875300269289476,0.011580257290562987,4.33143916965237,4.512616,0.0,0.036923,0.0,28.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaC,60.0,991.790218,0.036403,2.714957,0.041202,5.216537,0.006248,VARGTFPQL,5.4,0.6985815867444939,0.010750446589311468,3.772340568420267,3.886385,0.0,0.009917,0.0,44.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaN,300.0,981.705684,0.005094,0.679688,0.014372,5.521484,0.01549,CEVQQGGIF,6.3,0.3026627848673951,0.010106116913212256,1.906775544664589,2.245694,0.0,0.058034,0.0,17.0 -197,21,35,Accession,23,35,xxFEApNApHVFQK,,,11,1584.8169,SecB WT apo,300.0,1590.42544,0.035983,4.722663,0.043862,4.843775,0.003856,ISFEAPNAPHVFQK,9.0,0.7592294436780516,0.010541215246312921,6.8330649931024645,6.220337,0,0.064196,0,8,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,SecB his dimer apo,300.0,871.00935,0.031083,0.996342,0.034025,6.451586,0.014704,YCPNILF,3.6,0.5297575277110048,0.020610650313167753,1.9071270997596175,1.880751,0.0,0.035057,0.0,38.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaC,600.0,1066.797389,0.010572,3.717092,0.012277,5.211716,0.007053,LDLDTASSQL,7.2,0.6596916545835633,0.004543117929630306,4.749779913001656,5.63459,0.0,0.03405,0.0,17.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaN,6000.00048,1161.972993,0.017672,3.733378,0.024979,4.111714,0.002711,QPEVKLDLDT,7.2,1.0784480701691546,0.0072220142013354515,7.764826105217913,3.461806,0.0,0.000977,0.0,2.0 -260,21,35,Accession,23,35,xxFEApNApHVFQK,,,11,1584.8169,SecB WT apo,600.0,1590.461325,0.055357,4.758548,0.060774,4.854465,0.006093,ISFEAPNAPHVFQK,9.0,0.7649984237188436,0.012561398748548672,6.8849858134695925,6.220337,0,0.064196,0,8,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,600.0,1606.685079,0.043317,8.045843,0.043548,4.738338,0.003695,MNYLQQQAGEGTEE,10.8,1.0126638310854845,0.011023803866127526,10.936769375723234,7.945226,0.0,0.075043,0.0,48.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaC,6000.00048,1001.981061,0.028408,3.841455,0.03644,6.396779,0.007292,GAYCPNILF,5.4,1.1510191350371153,0.014072835389883931,6.215503329200423,3.337438,0.0,0.025744,0.0,35.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -323,21,35,Accession,23,35,xxFEApNApHVFQK,,,11,1584.8169,SecB WT apo,6000.00048,1591.125079,0.030307,5.422302,0.03934,4.854367,0.001976,ISFEAPNAPHVFQK,9.0,0.871705504058703,0.010996891439613498,7.845349536528326,6.220337,0,0.064196,0,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -9,21,42,Accession,23,42,xxFEApNApHVFQKDWQpEVK,,,17,2467.2405,SecB WT apo,10.020000000000001,2474.039693,0.104375,5.30033,0.106573,5.02021,0.014512,ISFEAPNAPHVFQKDWQPEVK,14.4,0.528251629853807,0.011046220466124678,7.606823469894821,10.033722,0,0.057622,0,9,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,10.020000000000001,2587.902362,0.057624,5.990189,0.058948,5.309341,0.001742,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.5559747252026158,0.005577526360530466,8.506413295600023,10.774211,0.0,0.021003,0.0,9.0,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,dimer_deltaC,10.020000000000001,2587.902362,0.057624,5.990189,0.058948,5.309341,0.001742,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.5559747252026158,0.005577526360530466,8.506413295600023,10.774211,0.0,0.021003,0.0,9.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaN,10.020000000000001,847.379387,0.039829,0.424221,0.043971,4.617826,0.001994,RVTVTASL,5.4,0.11232253877676167,0.011675907691502353,0.606541709394513,3.776811,0.0,0.029739,0.0,9.0 -72,21,42,Accession,23,42,xxFEApNApHVFQKDWQpEVK,,,17,2467.2405,SecB WT apo,30.0,2475.012243,0.13622,6.27288,0.137911,5.014503,0.007904,ISFEAPNAPHVFQKDWQPEVK,14.4,0.6251797687837076,0.014205929450181311,9.00258867048539,10.033722,0,0.057622,0,9,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,30.0,1631.388739,0.01795,4.756897,0.040575,5.651652,0.008225,LDLDTASSQLADDVY,11.700000000000001,0.5652162857582493,0.005737459194328165,6.613030543371518,8.416065,0.0,0.046315,0.0,19.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaC,30.0,1241.227102,0.05074,2.919869,0.050958,5.942935,0.007361,VTASLGEETAFL,9.0,0.49326535876782185,0.012195342811855782,4.4393882289103965,5.919469,0.0,0.103664,0.0,27.0,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,dimer_deltaN,30.0,2206.743701,0.056221,9.48155,0.057079,4.996644,0.004153,FMNYLQQQAGEGTEEHQDA,15.3,1.0037732740992185,0.009201895723395508,15.357731093718042,9.445908,0.0,0.065306,0.0,33.0 -135,21,42,Accession,23,42,xxFEApNApHVFQKDWQpEVK,,,17,2467.2405,SecB WT apo,60.0,2475.650493,0.117358,6.91113,0.119317,5.019005,0.01554,ISFEAPNAPHVFQKDWQPEVK,14.4,0.6887902614802364,0.012532237075204782,9.918579765315403,10.033722,0,0.057622,0,9,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,SecB his dimer apo,60.0,1041.15985,0.058317,3.046539,0.062667,5.910941,0.006834,ASLGEETAFL,7.2,0.6316754268653003,0.013536637127146553,4.548063073430162,4.82295,0.0,0.028983,0.0,29.0,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,dimer_deltaC,300.0,1204.779643,0.016999,4.377735,0.024484,5.52605,0.014663,MTFQIQRIY,6.3,0.8628799227342611,0.005908406418910734,5.436143513225844,5.0734,0.0,0.020042,0.0,0.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaN,300.0,749.286983,0.021173,0.50251,0.02306,5.418316,0.014865,VQQGGIF,4.5,0.33911515986684004,0.01645926787118219,1.5260182194007803,1.481827,0.0,0.023424,0.0,18.0 -198,21,42,Accession,23,42,xxFEApNApHVFQKDWQpEVK,,,17,2467.2405,SecB WT apo,300.0,2476.241893,0.050521,7.50253,0.054918,5.008733,0.004263,ISFEAPNAPHVFQKDWQPEVK,14.4,0.7477314998362523,0.006956777848669795,10.767333597642034,10.033722,0,0.057622,0,9,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,300.0,1395.27829,0.045726,3.711723,0.047378,5.515759,0.015884,IASMVARGTFPQL,9.0,0.5927473735195581,0.009765719589796372,5.334726361676022,6.261897,0.0,0.065228,0.0,39.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaC,600.0,1369.571277,0.012341,5.244944,0.017086,5.029031,0.008783,LDLDTASSQLADD,9.9,0.7547290141363909,0.008482513261277766,7.471817239950271,6.94944,0.0,0.074753,0.0,18.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaN,6000.00048,1067.991769,0.026987,4.911472,0.027699,5.212586,0.00585,LDLDTASSQL,7.2,0.8716644866795986,0.0072050286032986745,6.27598430409311,5.63459,0.0,0.03405,0.0,3.0 -261,21,42,Accession,23,42,xxFEApNApHVFQKDWQpEVK,,,17,2467.2405,SecB WT apo,600.0,2476.458062,0.093455,7.7187,0.095904,5.019772,0.006629,ISFEAPNAPHVFQKDWQPEVK,14.4,0.7692758479854236,0.010529754936486335,11.0775722109901,10.033722,0,0.057622,0,9,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,600.0,2059.238306,0.021957,9.195605,0.023367,4.493186,0.002837,MNYLQQQAGEGTEEHQDA,14.4,0.970674060545387,0.0024789658496303883,13.977706471853573,9.473422,0.0,0.002415,0.0,49.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaC,6000.00048,1528.899493,0.049359,6.179923,0.049473,5.726907,0.009257,GAYCPNILFPAARE,9.0,1.2119466085761783,0.01140785030584682,10.907519477185605,5.099171,0.0,0.025247,0.0,36.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -324,21,42,Accession,23,42,xxFEApNApHVFQKDWQpEVK,,,17,2467.2405,SecB WT apo,6000.00048,2477.957969,0.047345,9.218607,0.052011,5.020389,0.003114,ISFEAPNAPHVFQKDWQPEVK,14.4,0.9187624492685766,0.0073965707245786895,13.230179269467504,10.033722,0,0.057622,0,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -10,21,43,Accession,23,43,xxFEApNApHVFQKDWQpEVKL,,,18,2580.3245,SecB WT apo,10.020000000000001,2588.194532,0.014566,6.278614,0.014969,5.315993,0.013299,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.5827446668716624,0.0017946381125419151,8.915993403136435,10.774211,0,0.021003,0,10,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,SecB his dimer apo,10.020000000000001,983.691092,0.014171,1.675231,0.019334,4.848966,0.001437,EAPNAPHVF,4.5,0.565584585269279,0.007394335589893929,2.5451306337117554,2.961946,0.0,0.018193,0.0,10.0,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,dimer_deltaC,10.020000000000001,983.691092,0.014171,1.675231,0.019334,4.848966,0.001437,EAPNAPHVF,4.5,0.565584585269279,0.007394335589893929,2.5451306337117554,2.961946,0.0,0.018193,0.0,10.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaN,10.020000000000001,1483.886507,0.045501,2.272383,0.057747,5.255959,0.001222,RVTVTASLGEETAF,10.8,0.31439840347949377,0.008147902873753821,3.395502757578533,7.227718,0.0,0.036737,0.0,10.0 -73,21,43,Accession,23,43,xxFEApNApHVFQKDWQpEVKL,,,18,2580.3245,SecB WT apo,30.0,2589.099322,0.147813,7.183405,0.147853,5.310132,0.00889,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.6667221386327036,0.01378427059031124,10.200848721080366,10.774211,0,0.021003,0,10,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,30.0,1760.626563,0.015604,4.849842,0.023166,5.595273,0.009081,LDLDTASSQLADDVYE,12.6,0.5512844835415759,0.00312163154076726,6.946184492623856,8.797349,0.0,0.026752,0.0,20.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaC,30.0,927.740531,0.006406,2.794171,0.029972,5.293148,0.00709,ASLGEETAF,6.3,0.619190952653627,0.008353531587280036,3.90090300171785,4.512616,0.0,0.036923,0.0,28.0,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,dimer_deltaN,30.0,1606.681284,0.040609,8.042048,0.040856,4.733813,0.005079,MNYLQQQAGEGTEE,10.8,1.0121861857674028,0.010855349375444053,10.931610806287951,7.945226,0.0,0.075043,0.0,34.0 -136,21,43,Accession,23,43,xxFEApNApHVFQKDWQpEVKL,,,18,2580.3245,SecB WT apo,60.0,2589.728423,0.02518,7.812505,0.025415,5.312279,0.013698,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.7251115650139022,0.0027499656251026502,11.094206944712704,10.774211,0,0.021003,0,10,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,60.0,1094.523658,0.045139,0.302582,0.047073,5.743076,0.007396,LCEVQQGGIF,7.2,0.12335950835906194,0.019234152248297737,0.888188460185246,2.452847,0.0,0.025554,0.0,30.0,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,dimer_deltaC,300.0,971.16204,0.035894,3.103335,0.037851,5.153615,0.013983,FQIQRIY,4.5,0.8519780063505729,0.010945533039175146,3.8339010285775776,3.642506,0.0,0.0147,0.0,1.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaN,300.0,880.539878,0.043976,4.636357,0.048294,4.551191,0.014343,SIAGIEGTQ,6.3,0.9825411057737647,0.012206115077486734,6.190008966374718,4.718741,0.0,0.031945,0.0,19.0 -199,21,43,Accession,23,43,xxFEApNApHVFQKDWQpEVKL,,,18,2580.3245,SecB WT apo,300.0,2590.519412,0.037506,8.603494,0.037664,5.302852,0.005167,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.7985265928057285,0.0038266691718023124,12.217456869927647,10.774211,0,0.021003,0,10,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,300.0,2154.462401,0.078271,6.973223,0.079913,6.009157,0.014863,IASMVARGTFPQLNLAPVNF,14.4,0.6724954492522307,0.009408989475899724,9.683934469232122,10.369175,0.0,0.083226,0.0,40.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaC,600.0,1632.363102,0.029001,5.73126,0.046532,5.654105,0.004907,LDLDTASSQLADDVY,11.700000000000001,0.6809904628825942,0.0066793574160039434,7.967588415726353,8.416065,0.0,0.046315,0.0,19.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaN,6000.00048,1370.624211,0.022885,6.297878,0.025755,5.027095,0.006761,LDLDTASSQLADD,9.9,0.9062425173826956,0.010428888871061638,8.971800922088686,6.94944,0.0,0.074753,0.0,4.0 -262,21,43,Accession,23,43,xxFEApNApHVFQKDWQpEVKL,,,18,2580.3245,SecB WT apo,600.0,2590.676981,0.088996,8.761063,0.089063,5.315297,0.00533,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.8131512367819788,0.008416923049275724,12.441213922764275,10.774211,0,0.021003,0,10,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,600.0,1927.308813,0.076397,8.416265,0.07667,4.263257,0.005255,NYLQQQAGEGTEEHQDA,13.5,0.9492464634746176,0.012473221743880339,12.814827256907337,8.866259,0.0,0.083961,0.0,50.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaC,6000.00048,1632.887898,0.057036,6.79002,0.058275,5.863025,0.008071,GAYCPNILFPAAREC,9.9,1.2999012728848478,0.026429506621438302,12.869022601559994,5.223489,0.0,0.096278,0.0,37.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -325,21,43,Accession,23,43,xxFEApNApHVFQKDWQpEVKL,,,18,2580.3245,SecB WT apo,6000.00048,2591.963123,0.045973,10.047206,0.046102,5.313531,0.002109,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.9325235973195624,0.004649054686795187,14.267611038989305,10.774211,0,0.021003,0,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -11,21,44,Accession,23,44,xxFEApNApHVFQKDWQpEVKLD,,,19,2695.3515,SecB WT apo,10.020000000000001,2702.845277,0.153107,5.891685,0.15344,5.23015,0.00883,ISFEAPNAPHVFQKDWQPEVKLD,16.2,0.5316176468597826,0.014181927767802858,8.612205879128478,11.082561,0,0.064045,0,11,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,10.020000000000001,1241.164357,0.017233,2.826411,0.025318,4.065151,0.001969,EAPNAPHVFQK,6.3,0.6539944550445349,0.0063552434484352984,4.12016506678057,4.321766,0.0,0.016281,0.0,11.0,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,dimer_deltaC,10.020000000000001,1241.164357,0.017233,2.826411,0.025318,4.065151,0.001969,EAPNAPHVFQK,6.3,0.6539944550445349,0.0063552434484352984,4.12016506678057,4.321766,0.0,0.016281,0.0,11.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaN,10.020000000000001,1596.9683,0.044797,2.247373,0.076934,5.713102,0.003167,RVTVTASLGEETAFL,11.700000000000001,0.29258036748348176,0.010169249299931843,3.423190299556737,7.681216,0.0,0.046195,0.0,11.0 -74,21,44,Accession,23,44,xxFEApNApHVFQKDWQpEVKLD,,,19,2695.3515,SecB WT apo,30.0,2703.67192,0.073484,6.718327,0.074174,5.22055,0.008342,ISFEAPNAPHVFQKDWQPEVKLD,16.2,0.6062070851674085,0.007554258160930573,9.820554779712017,11.082561,0,0.064045,0,11,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,SecB his dimer apo,30.0,952.111411,0.001459,2.177366,0.012295,4.817572,0.005181,DLDTASSQL,6.3,0.47816113056326126,0.0034763578601376102,3.012415122548546,4.553624,0.0,0.020853,0.0,21.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaC,30.0,1040.896505,0.030778,2.783195,0.038387,5.904494,0.009086,ASLGEETAFL,7.2,0.5770731606174645,0.008681906126721574,4.154926756445745,4.82295,0.0,0.028983,0.0,29.0,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,dimer_deltaN,30.0,2059.273265,0.03131,9.230564,0.032315,4.487322,0.005599,MNYLQQQAGEGTEEHQDA,14.4,0.9743642793491095,0.0034201537212170375,14.030845622627178,9.473422,0.0,0.002415,0.0,35.0 -137,21,44,Accession,23,44,xxFEApNApHVFQKDWQpEVKLD,,,19,2695.3515,SecB WT apo,60.0,2704.299932,0.0147,7.34634,0.017833,5.226105,0.013311,ISFEAPNAPHVFQKDWQPEVKLD,16.2,0.6628738610146157,0.0041549169628500564,10.738556548436772,11.082561,0,0.064045,0,11,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,SecB his dimer apo,60.0,981.329524,0.028662,0.303528,0.031656,5.517115,0.00801,CEVQQGGIF,6.3,0.1351599995368915,0.014522602441074254,0.8515079970824164,2.245694,0.0,0.058034,0.0,31.0,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,dimer_deltaC,300.0,1677.537365,0.018243,3.691328,0.026632,5.14227,0.015137,TKDISFEAPNAPHVF,9.9,0.7011677936717394,0.009657601661627626,6.941561157350221,5.264543,0.0,0.061768,0.0,2.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaN,300.0,853.593196,0.026004,2.630851,0.033751,5.716614,0.014708,GAYCPNIL,4.5,0.8022305773581914,0.01179802102331986,3.610037598111861,3.27942,0.0,0.02358,0.0,20.0 -200,21,44,Accession,23,44,xxFEApNApHVFQKDWQpEVKLD,,,19,2695.3515,SecB WT apo,300.0,2704.930195,0.041068,7.976603,0.042291,5.215243,0.005024,ISFEAPNAPHVFQKDWQPEVKLD,16.2,0.7197436585280244,0.005644626763713075,11.659847268153994,11.082561,0,0.064045,0,11,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,300.0,1211.035206,0.031874,3.660907,0.034148,5.388234,0.01531,SMVARGTFPQL,7.2,0.6871655942218811,0.007037427331806367,4.9475922783975435,5.327547,0.0,0.022525,0.0,41.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaC,600.0,1761.641615,0.04907,5.864894,0.051972,5.597144,0.005828,LDLDTASSQLADDVYE,12.6,0.6666660604234298,0.0062458492507967475,8.399992361335215,8.797349,0.0,0.026752,0.0,20.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaN,6000.00048,1634.003149,0.031416,7.371307,0.048074,5.652991,0.008021,LDLDTASSQLADDVY,11.700000000000001,0.8758614625718789,0.007474048281591363,10.247579112090984,8.416065,0.0,0.046315,0.0,5.0 -263,21,44,Accession,23,44,xxFEApNApHVFQKDWQpEVKLD,,,19,2695.3515,SecB WT apo,600.0,2705.223028,0.07322,8.269436,0.073913,5.227257,0.006423,ISFEAPNAPHVFQKDWQPEVKLD,16.2,0.74616652234082,0.007941862395996178,12.087897661921284,11.082561,0,0.064045,0,11,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,600.0,1812.154382,0.019541,7.383988,0.023312,3.831084,0.002322,YLQQQAGEGTEEHQDA,12.6,0.9953770967455808,0.005016925289650081,12.541751418994318,7.418282,0.0,0.029146,0.0,51.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaC,6000.00048,872.180259,0.01905,2.167251,0.023547,6.442795,0.007063,YCPNILF,3.6,1.1523327649433657,0.02486188481993193,4.148397953796117,1.880751,0.0,0.035057,0.0,38.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -326,21,44,Accession,23,44,xxFEApNApHVFQKDWQpEVKLD,,,19,2695.3515,SecB WT apo,6000.00048,2706.791219,0.107418,9.837627,0.107892,5.224442,0.002162,ISFEAPNAPHVFQKDWQPEVKLD,16.2,0.8876673000040333,0.01100409905765525,14.380210260065338,11.082561,0,0.064045,0,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -12,24,33,Accession,27,33,xxxNApHVF,,,6,981.4789,SecB WT apo,10.020000000000001,983.556881,0.01248,1.513814,0.025628,4.855928,0.011337,EAPNAPHVF,4.5,0.511087643056288,0.009204298243290816,2.299894393753296,2.961946,0,0.018193,0,12,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,10.020000000000001,2125.865584,0.286267,4.534499,0.2871,4.594361,0.003032,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.5501630652382281,0.03491276604415234,6.43690786328727,8.2421,0.0,0.035257,0.0,12.0,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,dimer_deltaC,10.020000000000001,2125.865584,0.286267,4.534499,0.2871,4.594361,0.003032,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.5501630652382281,0.03491276604415234,6.43690786328727,8.2421,0.0,0.035257,0.0,12.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaN,10.020000000000001,691.229673,0.032522,0.465607,0.040075,4.945785,0.001083,VTVTASL,4.5,0.14224074066719558,0.01228526978015151,0.6400833330023801,3.273373,0.0,0.023509,0.0,12.0 -75,24,33,Accession,27,33,xxxNApHVF,,,6,981.4789,SecB WT apo,30.0,984.153119,0.040554,2.110052,0.046321,4.850685,0.009714,EAPNAPHVF,4.5,0.7123870590483419,0.016239318500369762,3.2057417657175384,2.961946,0,0.018193,0,12,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,SecB his dimer apo,30.0,723.116935,0.032336,1.420643,0.035804,4.202202,0.005829,DTASSQL,4.5,0.44378659777551127,0.011221598895993952,1.9970396899898006,3.201185,0.0,0.006567,0.0,22.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaC,30.0,1094.441856,0.021246,0.22078,0.025094,5.734349,0.008993,LCEVQQGGIF,7.2,0.09000969077973472,0.010273446760192834,0.64806977361409,2.452847,0.0,0.025554,0.0,30.0,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,dimer_deltaN,30.0,1927.560471,0.058198,8.667923,0.058556,4.255107,0.005089,NYLQQQAGEGTEEHQDA,13.5,0.9776302496915554,0.011372162104185818,13.198008370835998,8.866259,0.0,0.083961,0.0,36.0 -138,24,33,Accession,27,33,xxxNApHVF,,,6,981.4789,SecB WT apo,60.0,984.577364,0.021429,2.534297,0.030988,4.853134,0.011057,EAPNAPHVF,4.5,0.8556189072994578,0.011707850096175539,3.85028508284756,2.961946,0,0.018193,0,12,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,SecB his dimer apo,60.0,749.024668,0.027826,0.240195,0.029287,5.412087,0.007516,VQQGGIF,4.5,0.16209382066867453,0.01992951691585831,0.7294221930090354,1.481827,0.0,0.023424,0.0,32.0,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,dimer_deltaC,300.0,1806.414117,0.04941,4.541642,0.0505,4.959151,0.012972,TKDISFEAPNAPHVFQ,10.8,0.7188530999224426,0.008981623494929912,7.763613479162381,6.3179,0.0,0.036001,0.0,3.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaN,300.0,1001.047588,0.02175,2.907983,0.031526,6.407952,0.015301,GAYCPNILF,5.4,0.871321954145665,0.011593252687102913,4.705138552386591,3.337438,0.0,0.025744,0.0,21.0 -201,24,33,Accession,27,33,xxxNApHVF,,,6,981.4789,SecB WT apo,300.0,984.953147,0.030334,2.91008,0.037699,4.844159,0.002923,EAPNAPHVF,4.5,0.9824892148607705,0.014085946682340637,4.421201466873467,2.961946,0,0.018193,0,12,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,300.0,1123.990663,0.045767,3.667749,0.047295,5.342578,0.016008,MVARGTFPQL,6.3,0.7666228287810072,0.011083906292403366,4.8297238213203455,4.784294,0.0,0.031285,0.0,42.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaC,600.0,952.793782,0.005115,2.859737,0.013236,4.822143,0.004704,DLDTASSQL,6.3,0.6280134240332534,0.004089001102506556,3.9564845714094967,4.553624,0.0,0.020853,0.0,21.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaN,6000.00048,1763.716546,0.036301,7.939825,0.040136,5.594438,0.007921,LDLDTASSQLADDVYE,12.6,0.9025247264829438,0.005324163924318604,11.371811553685092,8.797349,0.0,0.026752,0.0,6.0 -264,24,33,Accession,27,33,xxxNApHVF,,,6,981.4789,SecB WT apo,600.0,984.886302,0.054118,2.843235,0.058565,4.855408,0.006017,EAPNAPHVF,4.5,0.9599212814818365,0.020632847438467977,4.319645766668264,2.961946,0,0.018193,0,12,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,600.0,1648.572221,0.015208,6.995511,0.018606,3.46432,0.003736,LQQQAGEGTEEHQDA,11.700000000000001,0.9833786704089024,0.005156802015845375,11.505530443784158,7.113751,0.0,0.03215,0.0,52.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaC,6000.00048,1396.861197,0.078851,5.294629,0.079821,5.506114,0.007206,IASMVARGTFPQL,9.0,0.8455311545367161,0.015493944865262222,7.609780390830445,6.261897,0.0,0.065228,0.0,39.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -327,24,33,Accession,27,33,xxxNApHVF,,,6,981.4789,SecB WT apo,6000.00048,985.033865,0.029936,2.990798,0.037379,4.856934,0.002004,EAPNAPHVF,4.5,1.009740893318109,0.014061425637000137,4.54383401993149,2.961946,0,0.018193,0,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -13,24,35,Accession,27,35,xxxNApHVFQK,,,8,1237.6324,SecB WT apo,10.020000000000001,1241.086731,0.018532,2.737222,0.018651,4.063379,0.013265,EAPNAPHVFQK,6.3,0.6333572895894872,0.004931259931096214,3.9901509244137694,4.321766,0,0.016281,0,13,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,10.020000000000001,2240.315467,0.023169,5.837579,0.034102,5.033298,0.006806,EAPNAPHVFQKDWQPEVKL,12.6,0.6490630547190276,0.006964156125940612,8.178194489459747,8.993855,0.0,0.080943,0.0,13.0,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,dimer_deltaC,10.020000000000001,2240.315467,0.023169,5.837579,0.034102,5.033298,0.006806,EAPNAPHVFQKDWQPEVKL,12.6,0.6490630547190276,0.006964156125940612,8.178194489459747,8.993855,0.0,0.080943,0.0,13.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaN,10.020000000000001,1240.704191,0.044873,2.396959,0.045119,5.93702,0.005226,VTASLGEETAFL,9.0,0.40492804337686367,0.010410708532729088,3.644352390391773,5.919469,0.0,0.103664,0.0,13.0 -76,24,35,Accession,27,35,xxxNApHVFQK,,,8,1237.6324,SecB WT apo,30.0,1241.674941,0.006483,3.325432,0.006816,4.062224,0.005645,EAPNAPHVFQK,6.3,0.7694613729665142,0.003299991084206046,4.847606649689039,4.321766,0,0.016281,0,13,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,SecB his dimer apo,30.0,847.853642,0.028138,0.898476,0.033747,4.614405,0.00587,RVTVTASL,5.4,0.2378927619094522,0.009129552131803555,1.2846209143110419,3.776811,0.0,0.029739,0.0,23.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaC,30.0,981.268149,0.007113,0.242153,0.015205,5.50693,0.008415,CEVQQGGIF,6.3,0.10782991805651172,0.007321739926735047,0.6793284837560238,2.245694,0.0,0.058034,0.0,31.0,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,dimer_deltaN,30.0,1812.256159,0.039697,7.485765,0.041683,3.824846,0.005413,YLQQQAGEGTEEHQDA,12.6,1.0090968501871458,0.0068768726807085815,12.714620312358036,7.418282,0.0,0.029146,0.0,37.0 -139,24,35,Accession,27,35,xxxNApHVFQK,,,8,1237.6324,SecB WT apo,60.0,1242.198254,0.018024,3.848745,0.018147,4.071184,0.01117,EAPNAPHVFQK,6.3,0.89054914125383,0.005374632361305815,5.610459589899129,4.321766,0,0.016281,0,13,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,60.0,880.392415,0.047309,4.488893,0.051348,4.544339,0.007431,SIAGIEGTQ,6.3,0.9512903971631417,0.012644607907667258,5.993129502127792,4.718741,0.0,0.031945,0.0,33.0,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,dimer_deltaC,300.0,1935.144736,0.030958,5.021697,0.03449,4.631088,0.012872,TKDISFEAPNAPHVFQK,11.700000000000001,0.7371606738777328,0.006391395576354009,8.624779884369474,6.812215,0.0,0.036048,0.0,4.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaN,300.0,1526.980564,0.040125,4.260994,0.040265,5.735929,0.014756,GAYCPNILFPAARE,9.0,0.8356248496079068,0.0089146200777252,7.5206236464711615,5.099171,0.0,0.025247,0.0,22.0 -202,24,35,Accession,27,35,xxxNApHVFQK,,,8,1237.6324,SecB WT apo,300.0,1242.569041,0.02944,4.219532,0.029515,4.060225,0.004092,EAPNAPHVFQK,6.3,0.9763443925469356,0.007756859231119821,6.150969673045694,4.321766,0,0.016281,0,13,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,SecB his dimer apo,300.0,878.775513,0.015811,2.80597,0.019599,4.112467,0.006727,VARGTFPQ,4.5,0.9787358128006479,0.009202608134119142,4.4043111576029155,2.866933,0.0,0.018046,0.0,43.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaC,600.0,723.681705,0.043556,1.985412,0.046189,4.209094,0.006576,DTASSQL,4.5,0.6202115779000589,0.01448470706953156,2.790952100550265,3.201185,0.0,0.006567,0.0,22.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaN,6000.00048,954.063903,0.009972,4.129858,0.015763,4.823119,0.007136,DLDTASSQL,6.3,0.9069387371465012,0.005406711204380036,5.713714044022957,4.553624,0.0,0.020853,0.0,7.0 -265,24,35,Accession,27,35,xxxNApHVFQK,,,8,1237.6324,SecB WT apo,600.0,1242.549607,0.068745,4.200098,0.068777,4.069896,0.005124,EAPNAPHVFQK,6.3,0.9718476196999096,0.01632980427757334,6.122640004109431,4.321766,0,0.016281,0,13,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,6000.00048,1205.453262,0.017184,5.051354,0.024612,5.515089,0.007345,MTFQIQRIY,6.3,0.9956545906098474,0.006245348967848931,6.2726239208420385,5.0734,0.0,0.020042,0.0,0.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaC,6000.00048,2156.006888,0.120873,8.51771,0.121943,5.999033,0.00705,IASMVARGTFPQLNLAPVNF,14.4,0.8214452933815852,0.013482237774121872,11.828812224694827,10.369175,0.0,0.083226,0.0,40.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -328,24,35,Accession,27,35,xxxNApHVFQK,,,8,1237.6324,SecB WT apo,6000.00048,1242.69701,0.027652,4.347501,0.027732,4.071529,0.002716,EAPNAPHVFQK,6.3,1.0059547416495942,0.007452314226773316,6.337514872392443,4.321766,0,0.016281,0,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -16,25,42,Accession,27,42,xxNApHVFQKDWQpEVK,,,13,1991.0134,SecB WT apo,10.020000000000001,1997.318986,0.038793,5.05386,0.040546,4.557487,0.012559,APNAPHVFQKDWQPEVK,11.700000000000001,0.6325880753719406,0.0057235688631563355,7.401280481851706,7.98918,0,0.03342,0,16,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,10.020000000000001,1160.761439,0.035197,2.521824,0.039376,4.110071,0.002039,QPEVKLDLDT,7.2,0.7284706306477023,0.011376267635331313,5.244988540663457,3.461806,0.0,0.000977,0.0,16.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaC,10.020000000000001,1160.761439,0.035197,2.521824,0.039376,4.110071,0.002039,QPEVKLDLDT,7.2,0.7284706306477023,0.011376267635331313,5.244988540663457,3.461806,0.0,0.000977,0.0,16.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaN,10.020000000000001,1094.391404,0.017863,0.170328,0.022304,5.731843,0.003278,LCEVQQGGIF,7.2,0.06944093944709963,0.009121839852346644,0.49997476401911733,2.452847,0.0,0.025554,0.0,16.0 -79,25,42,Accession,27,42,xxNApHVFQKDWQpEVK,,,13,1991.0134,SecB WT apo,30.0,1998.069139,0.035454,5.804013,0.037364,4.555642,0.007773,APNAPHVFQKDWQPEVK,11.700000000000001,0.7264841948735665,0.00557747295252882,8.49986508002073,7.98918,0,0.03342,0,16,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,SecB his dimer apo,30.0,691.806803,0.029898,1.042738,0.037976,4.945487,0.004496,VTVTASL,4.5,0.3185515369009276,0.0118249134148051,1.433481916054174,3.273373,0.0,0.023509,0.0,26.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaC,30.0,852.177643,0.018513,1.215299,0.028384,5.70213,0.009518,GAYCPNIL,4.5,0.37058351781717497,0.009056070758833312,1.6676258301772873,3.27942,0.0,0.02358,0.0,34.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaN,60.0,903.891642,0.013706,1.969483,0.016311,4.514095,0.007818,DWQPEVK,3.6,0.7100808190354498,0.008549212728251807,2.5562909485276193,2.773604,0.0,0.024238,0.0,1.0 -142,25,42,Accession,27,42,xxNApHVFQKDWQpEVK,,,13,1991.0134,SecB WT apo,60.0,1998.554548,0.016349,6.289422,0.020159,4.561654,0.011823,APNAPHVFQKDWQPEVK,11.700000000000001,0.7872424954751301,0.004148720368635602,9.210737197059023,7.98918,0,0.03342,0,16,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,60.0,1525.563637,0.062083,2.844067,0.062173,5.733006,0.007317,GAYCPNILFPAARE,9.0,0.5577508579335739,0.01250158471916358,5.019757721402165,5.099171,0.0,0.025247,0.0,36.0,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,dimer_deltaC,300.0,1590.652594,0.023406,4.955946,0.02894,4.861651,0.013775,ISFEAPNAPHVFQK,9.0,0.7967327172145175,0.009447537524559969,7.170594454930658,6.220337,0.0,0.064196,0.0,7.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaN,300.0,1395.27829,0.045726,3.711723,0.047378,5.515759,0.015884,IASMVARGTFPQL,9.0,0.5927473735195581,0.009765719589796372,5.334726361676022,6.261897,0.0,0.065228,0.0,25.0 -205,25,42,Accession,27,42,xxNApHVFQKDWQpEVK,,,13,1991.0134,SecB WT apo,300.0,1999.094866,0.060482,6.82974,0.061621,4.55161,0.004154,APNAPHVFQKDWQPEVK,11.700000000000001,0.8548737167018392,0.008501737169172742,10.00202248541152,7.98918,0,0.03342,0,16,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,SecB his dimer apo,300.0,777.610802,0.007798,2.809136,0.013697,5.506675,0.015468,NLAPVNF,3.6,1.0367835504482055,0.009072864827306485,3.73242078161354,2.709472,0.0,0.019689,0.0,46.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaC,600.0,1599.321955,0.093639,4.601027,0.112607,5.720269,0.006537,RVTVTASLGEETAFL,11.700000000000001,0.5989972160657896,0.01509616453085083,7.008267427969739,7.681216,0.0,0.046195,0.0,25.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaN,6000.00048,1487.933006,0.064456,6.318883,0.073614,5.259236,0.005269,RVTVTASLGEETAF,10.8,0.8742569923176304,0.011112134927917969,9.441975517030409,7.227718,0.0,0.036737,0.0,10.0 -268,25,42,Accession,27,42,xxNApHVFQKDWQpEVK,,,13,1991.0134,SecB WT apo,600.0,1999.255222,0.073883,6.990096,0.074818,4.563171,0.005357,APNAPHVFQKDWQPEVK,11.700000000000001,0.8749453636042748,0.010054725496081154,10.236860754170015,7.98918,0,0.03342,0,16,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,6000.00048,1807.891174,0.084855,6.018699,0.085494,4.950451,0.006183,TKDISFEAPNAPHVFQ,10.8,0.9526423336868263,0.014580236264161389,10.288537203817725,6.3179,0.0,0.036001,0.0,3.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaC,6000.00048,879.465196,0.026076,3.495653,0.028533,4.108567,0.002091,VARGTFPQ,4.5,1.2193005556809315,0.012568042605108487,5.486852500564192,2.866933,0.0,0.018046,0.0,43.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -331,25,42,Accession,27,42,xxNApHVFQKDWQpEVK,,,13,1991.0134,SecB WT apo,6000.00048,1999.707171,0.085639,7.442045,0.086447,4.566844,0.005535,APNAPHVFQKDWQPEVK,11.700000000000001,0.9315154997133623,0.011500761577164375,10.89873134664634,7.98918,0,0.03342,0,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -14,24,42,Accession,27,42,xxxNApHVFQKDWQpEVK,,,14,2120.056,SecB WT apo,10.020000000000001,2126.427223,0.065831,5.100789,0.068565,4.592665,0.01184,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.6188700695211171,0.008729948556425463,7.240779813397071,8.2421,0,0.035257,0,14,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,10.020000000000001,1389.52596,0.058514,2.959429,0.05983,4.68914,0.002814,QKDWQPEVKLD,7.2,0.6517120541765297,0.01806855365422939,4.6923267900710135,4.541007,0.0,0.086153,0.0,14.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaC,10.020000000000001,1389.52596,0.058514,2.959429,0.05983,4.68914,0.002814,QKDWQPEVKLD,7.2,0.6517120541765297,0.01806855365422939,4.6923267900710135,4.541007,0.0,0.086153,0.0,14.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaN,10.020000000000001,927.410199,0.014838,2.463839,0.032825,5.295548,0.001576,ASLGEETAF,6.3,0.5459890670954497,0.0085363501283089,3.439731122701333,4.512616,0.0,0.036923,0.0,14.0 -77,24,42,Accession,27,42,xxxNApHVFQKDWQpEVK,,,14,2120.056,SecB WT apo,30.0,2127.270503,0.135278,5.94407,0.13663,4.592855,0.007013,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.7211839215733854,0.016861700108849558,8.43785188240861,8.2421,0,0.035257,0,14,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,30.0,1484.444146,0.043051,2.830022,0.055838,5.253455,0.00815,RVTVTASLGEETAF,10.8,0.3915512475721936,0.007977763432616441,4.228753473779691,7.227718,0.0,0.036737,0.0,24.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaC,30.0,748.969183,0.003546,0.18471,0.0098,5.403124,0.008354,VQQGGIF,4.5,0.12465017846212818,0.006900748809555226,0.5609258030795768,1.481827,0.0,0.023424,0.0,32.0,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,dimer_deltaN,30.0,1648.594296,0.030587,7.017586,0.032411,3.457159,0.005123,LQQQAGEGTEEHQDA,11.700000000000001,0.986481815289852,0.0063745375928128,11.54183723889127,7.113751,0.0,0.03215,0.0,38.0 -140,24,42,Accession,27,42,xxxNApHVFQKDWQpEVK,,,14,2120.056,SecB WT apo,60.0,2127.866704,0.075323,6.54027,0.077724,4.596004,0.011346,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.7935198553766636,0.010022437450170257,9.284182307906965,8.2421,0,0.035257,0,14,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,SecB his dimer apo,60.0,852.72019,0.014496,1.757846,0.025943,5.711674,0.007546,GAYCPNIL,4.5,0.5360234431698289,0.008799781443320158,2.41210549426423,3.27942,0.0,0.02358,0.0,34.0,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,dimer_deltaC,300.0,1333.109516,0.010917,3.690748,0.01456,5.498262,0.015238,ISFEAPNAPHVF,7.2,0.7996264832881603,0.003216804694101966,5.757310679674754,4.61559,0.0,0.003636,0.0,5.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaN,300.0,1630.682116,0.029709,4.584237,0.032023,5.87402,0.01419,GAYCPNILFPAAREC,9.9,0.877619728882362,0.017298811888593994,8.688435315935383,5.223489,0.0,0.096278,0.0,23.0 -203,24,42,Accession,27,42,xxxNApHVFQKDWQpEVK,,,14,2120.056,SecB WT apo,300.0,2128.558931,0.057689,7.232498,0.06079,4.588467,0.004618,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.8775067033886994,0.008275799539639682,10.266828429647784,8.2421,0,0.035257,0,14,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,SecB his dimer apo,300.0,992.590874,0.023869,3.515613,0.030695,5.222932,0.014465,VARGTFPQL,5.4,0.9045972027990021,0.008228483305811126,4.884824895114612,3.886385,0.0,0.009917,0.0,44.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaC,600.0,849.157436,0.032877,2.202269,0.037788,4.619745,0.002409,RVTVTASL,5.4,0.5831027816853954,0.011008470132326111,3.1487550211011355,3.776811,0.0,0.029739,0.0,23.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaN,6000.00048,724.601407,0.036096,2.905114,0.039233,4.210498,0.006245,DTASSQL,4.5,0.907512061939563,0.012396366697591227,4.083804278728033,3.201185,0.0,0.006567,0.0,8.0 -266,24,42,Accession,27,42,xxxNApHVFQKDWQpEVK,,,14,2120.056,SecB WT apo,600.0,2128.656199,0.011615,7.329766,0.022413,4.597915,0.005839,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.8893080646922508,0.0046761584463658684,10.404904356899335,8.2421,0,0.035257,0,14,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,SecB his dimer apo,6000.00048,971.745853,0.020362,3.687148,0.023641,5.142194,0.005969,FQIQRIY,4.5,1.012255848034293,0.007668933997575466,4.555151316154318,3.642506,0.0,0.0147,0.0,1.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaC,6000.00048,1212.84935,0.04893,5.475051,0.050441,5.375302,0.007304,SMVARGTFPQL,7.2,1.0276870387065566,0.010417390904532154,7.399346678687208,5.327547,0.0,0.022525,0.0,41.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -329,24,42,Accession,27,42,xxxNApHVFQKDWQpEVK,,,14,2120.056,SecB WT apo,6000.00048,2129.545461,0.053668,8.219027,0.056988,4.601485,0.004145,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.997200592082115,0.008124230719516835,11.667246927360747,8.2421,0,0.035257,0,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -15,24,43,Accession,27,43,xxxNApHVFQKDWQpEVKL,,,15,2233.14,SecB WT apo,10.020000000000001,2240.378078,0.067002,5.944415,0.127531,5.036118,0.011679,EAPNAPHVFQKDWQPEVKL,12.6,0.6609418319508154,0.015376911695760507,8.327867082580273,8.993855,0,0.080943,0,15,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,SecB his dimer apo,10.020000000000001,903.626344,0.011579,1.704185,0.014569,4.507092,0.001959,DWQPEVK,3.6,0.6144298176668335,0.007511424832969615,2.2119473436006007,2.773604,0.0,0.024238,0.0,15.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaC,10.020000000000001,903.626344,0.011579,1.704185,0.014569,4.507092,0.001959,DWQPEVK,3.6,0.6144298176668335,0.007511424832969615,2.2119473436006007,2.773604,0.0,0.024238,0.0,15.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaN,10.020000000000001,1040.539191,0.026254,2.42588,0.034865,5.900452,0.004939,ASLGEETAFL,7.2,0.5029867612146093,0.00783546468816537,3.6215046807451867,4.82295,0.0,0.028983,0.0,15.0 -78,24,43,Accession,27,43,xxxNApHVFQKDWQpEVKL,,,15,2233.14,SecB WT apo,30.0,2241.277636,0.128703,6.843973,0.168343,5.028293,0.00815,EAPNAPHVFQKDWQPEVKL,12.6,0.7609610117129973,0.01993110626296192,9.588108747583766,8.993855,0,0.080943,0,15,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,30.0,1597.440825,0.054545,2.719897,0.082989,5.715338,0.009221,RVTVTASLGEETAFL,11.700000000000001,0.3540971898199452,0.011012020933810622,4.142937120893359,7.681216,0.0,0.046195,0.0,25.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaC,30.0,880.001234,0.03778,4.097712,0.042729,4.534247,0.006589,SIAGIEGTQ,6.3,0.868390954282085,0.010796153020734674,5.470863011977135,4.718741,0.0,0.031945,0.0,33.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaN,60.0,1389.933731,0.025593,3.3672,0.028474,4.694064,0.007933,QKDWQPEVKLD,7.2,0.741509537421986,0.015402243871596694,5.338868669438299,4.541007,0.0,0.086153,0.0,0.0 -141,24,43,Accession,27,43,xxxNApHVFQKDWQpEVKL,,,15,2233.14,SecB WT apo,60.0,2241.967855,0.045139,7.534191,0.117526,5.033178,0.015487,EAPNAPHVFQKDWQPEVKL,12.6,0.837704299213185,0.015086262492792931,10.555074170086131,8.993855,0,0.080943,0,15,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,SecB his dimer apo,60.0,1000.07765,0.031792,1.938045,0.039135,6.4038,0.007327,GAYCPNILF,5.4,0.5806984279558152,0.0125524870373971,3.135771510961402,3.337438,0.0,0.025744,0.0,35.0,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,dimer_deltaC,300.0,1462.00462,0.019813,4.413773,0.022806,5.268622,0.016436,ISFEAPNAPHVFQ,8.1,0.7937171556562268,0.006184161041774409,6.429108960815437,5.560889,0.0,0.032429,0.0,6.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaN,300.0,871.00935,0.031083,0.996342,0.034025,6.451586,0.014704,YCPNILF,3.6,0.5297575277110048,0.020610650313167753,1.9071270997596175,1.880751,0.0,0.035057,0.0,24.0 -204,24,43,Accession,27,43,xxxNApHVFQKDWQpEVKL,,,15,2233.14,SecB WT apo,300.0,2242.704505,0.057745,8.270841,0.12292,5.021996,0.004326,EAPNAPHVFQKDWQPEVKL,12.6,0.9196102227576496,0.01597771353532392,11.587088806746385,8.993855,0,0.080943,0,15,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,300.0,1752.254446,0.061364,7.245414,0.06179,5.884507,0.014661,VARGTFPQLNLAPVNF,10.8,0.8774092559994653,0.007916135130076293,9.476019964794226,8.257736,0.0,0.024315,0.0,45.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaC,600.0,1486.312851,0.032861,4.698728,0.048418,5.257246,0.006705,RVTVTASLGEETAF,10.8,0.6500984128047054,0.007469552274151486,7.0210628582908186,7.227718,0.0,0.036737,0.0,24.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaN,6000.00048,850.462452,0.004315,3.507286,0.019123,4.623359,0.006072,RVTVTASL,5.4,0.928636884397975,0.008894081335994508,5.014639175749065,3.776811,0.0,0.029739,0.0,9.0 -267,24,43,Accession,27,43,xxxNApHVFQKDWQpEVKL,,,15,2233.14,SecB WT apo,600.0,2242.761774,0.073101,8.328111,0.130839,5.032951,0.007636,EAPNAPHVFQKDWQPEVKL,12.6,0.925977903802096,0.016765499762180766,11.66732158790641,8.993855,0,0.080943,0,15,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,6000.00048,1679.123991,0.093524,5.277954,0.095515,5.131612,0.00531,TKDISFEAPNAPHVF,9.9,1.002547419595585,0.02162250631957592,9.925219453996291,5.264543,0.0,0.061768,0.0,2.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaC,6000.00048,1124.874182,0.012636,4.551268,0.017373,5.330215,0.006189,MVARGTFPQL,6.3,0.9512935450873212,0.007202915543404848,5.993149334050123,4.784294,0.0,0.031285,0.0,42.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -330,24,43,Accession,27,43,xxxNApHVFQKDWQpEVKL,,,15,2233.14,SecB WT apo,6000.00048,2243.455079,0.04576,9.021415,0.117766,5.034074,0.003512,EAPNAPHVFQKDWQPEVKL,12.6,1.0030643144680451,0.015904337443163885,12.638610362297369,8.993855,0,0.080943,0,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -17,33,44,Accession,35,44,xxDWQpEVKLD,,,9,1385.706,SecB WT apo,10.020000000000001,1389.687163,0.064457,3.104521,0.067311,4.693705,0.01204,QKDWQPEVKLD,7.2,0.6836635574444172,0.01969659850483884,4.922377613599804,4.541007,0,0.086153,0,17,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,10.020000000000001,1065.956886,0.025176,2.87659,0.025938,5.209874,0.001885,LDLDTASSQL,7.2,0.5105233921190362,0.005541546915725592,3.6757684232570607,5.63459,0.0,0.03405,0.0,17.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaC,10.020000000000001,1065.956886,0.025176,2.87659,0.025938,5.209874,0.001885,LDLDTASSQL,7.2,0.5105233921190362,0.005541546915725592,3.6757684232570607,5.63459,0.0,0.03405,0.0,17.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaN,10.020000000000001,981.212183,0.021051,0.186187,0.024975,5.505962,0.002151,CEVQQGGIF,6.3,0.08290844611955146,0.011325787624033462,0.5223232105531742,2.245694,0.0,0.058034,0.0,17.0 -80,33,44,Accession,35,44,xxDWQpEVKLD,,,9,1385.706,SecB WT apo,30.0,1389.858402,0.023914,3.27576,0.030789,4.691793,0.008008,QKDWQPEVKLD,7.2,0.721373034659493,0.015273482970443453,5.19388584954835,4.541007,0,0.086153,0,17,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,30.0,1241.227102,0.05074,2.919869,0.050958,5.942935,0.007361,VTASLGEETAFL,9.0,0.49326535876782185,0.012195342811855782,4.4393882289103965,5.919469,0.0,0.103664,0.0,27.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaC,30.0,999.448019,0.030864,1.308414,0.038385,6.396407,0.010771,GAYCPNILF,5.4,0.3920414401705739,0.011892261453738482,2.117023776921099,3.337438,0.0,0.025744,0.0,35.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaN,60.0,1161.094798,0.011801,2.855183,0.021235,4.111295,0.007444,QPEVKLDLDT,7.2,0.8247668991272185,0.006138496252056717,5.938321673715973,3.461806,0.0,0.000977,0.0,2.0 -143,33,44,Accession,35,44,xxDWQpEVKLD,,,9,1385.706,SecB WT apo,60.0,1389.96837,0.026575,3.385728,0.032899,4.70088,0.012517,QKDWQPEVKLD,7.2,0.745589689687772,0.015892864200986276,5.368245765751958,4.541007,0,0.086153,0,17,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,60.0,1628.574736,0.086476,2.476857,0.087298,5.870132,0.006165,GAYCPNILFPAAREC,9.9,0.4741767427862871,0.018859914661400273,4.694349753584242,5.223489,0.0,0.096278,0.0,37.0,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,dimer_deltaC,300.0,2476.151989,0.031998,7.406484,0.038902,5.028564,0.013589,ISFEAPNAPHVFQKDWQPEVK,14.4,0.7381591796145041,0.005744761859527318,10.629492186448859,10.033722,0.0,0.057622,0.0,8.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaN,300.0,2154.462401,0.078271,6.973223,0.079913,6.009157,0.014863,IASMVARGTFPQLNLAPVNF,14.4,0.6724954492522307,0.009408989475899724,9.683934469232122,10.369175,0.0,0.083226,0.0,26.0 -206,33,44,Accession,35,44,xxDWQpEVKLD,,,9,1385.706,SecB WT apo,300.0,1390.229573,0.032004,3.646931,0.037421,4.688273,0.004196,QKDWQPEVKLD,7.2,0.8031106316286234,0.017322493016600722,5.782396547726089,4.541007,0,0.086153,0,17,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,300.0,2206.680854,0.021779,9.418702,0.023908,5.012948,0.011722,FMNYLQQQAGEGTEEHQDA,15.3,0.9971198110335184,0.007343720314656853,15.255933108812833,9.445908,0.0,0.065306,0.0,47.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaC,600.0,692.938152,0.024059,2.174087,0.033572,4.95305,0.004021,VTVTASL,4.5,0.6641733160260075,0.011311074660229369,2.9887799221170335,3.273373,0.0,0.023509,0.0,26.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaN,6000.00048,1601.255344,0.106428,6.534417,0.123446,5.720146,0.009178,RVTVTASLGEETAFL,11.700000000000001,0.8507008525733426,0.016865846854616878,9.95319997510811,7.681216,0.0,0.046195,0.0,11.0 -269,33,44,Accession,35,44,xxDWQpEVKLD,,,9,1385.706,SecB WT apo,600.0,1390.263983,0.040104,3.681341,0.044547,4.701467,0.005041,QKDWQPEVKLD,7.2,0.810688246021202,0.018242710328501218,5.836955371352655,4.541007,0,0.086153,0,17,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,6000.00048,1936.763294,0.08081,6.640255,0.082228,4.624444,0.008007,TKDISFEAPNAPHVFQK,11.700000000000001,0.9747571091047478,0.01312657644198431,11.40465817652555,6.812215,0.0,0.036048,0.0,4.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaC,6000.00048,993.255781,0.016682,4.18052,0.02551,5.212518,0.006313,VARGTFPQL,5.4,1.0756834436114795,0.007114740279078214,5.808690595501989,3.886385,0.0,0.009917,0.0,44.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -332,33,44,Accession,35,44,xxDWQpEVKLD,,,9,1385.706,SecB WT apo,6000.00048,1390.666023,0.033761,4.08338,0.038935,4.699588,0.001831,QKDWQPEVKLD,7.2,0.899223454180978,0.01909365777275713,6.4744088701030424,4.541007,0,0.086153,0,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -18,35,42,Accession,37,42,xxQpEVK,,,5,901.4414,SecB WT apo,10.020000000000001,903.649343,0.009407,1.725866,0.011348,4.51478,0.010775,DWQPEVK,3.6,0.6222467230361651,0.00680502170844235,2.2400882029301945,2.773604,0,0.024238,0,18,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,10.020000000000001,1368.30139,0.027224,3.975057,0.029678,5.029944,0.002264,LDLDTASSQLADD,9.9,0.5719967364276833,0.007489629823142912,5.662767690634065,6.94944,0.0,0.074753,0.0,18.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaC,10.020000000000001,1368.30139,0.027224,3.975057,0.029678,5.029944,0.002264,LDLDTASSQLADD,9.9,0.5719967364276833,0.007489629823142912,5.662767690634065,6.94944,0.0,0.074753,0.0,18.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaN,10.020000000000001,748.947644,0.019919,0.163171,0.021914,5.402646,0.002178,VQQGGIF,4.5,0.1101147434889498,0.014890587260341141,0.4955163457002741,1.481827,0.0,0.023424,0.0,18.0 -81,35,42,Accession,37,42,xxQpEVK,,,5,901.4414,SecB WT apo,30.0,903.776598,0.021266,1.853122,0.022193,4.512842,0.00779,DWQPEVK,3.6,0.6681278221404353,0.009905240640280423,2.405260159705567,2.773604,0,0.024238,0,18,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,SecB his dimer apo,30.0,927.740531,0.006406,2.794171,0.029972,5.293148,0.00709,ASLGEETAF,6.3,0.619190952653627,0.008353531587280036,3.90090300171785,4.512616,0.0,0.036923,0.0,28.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaC,30.0,1524.811256,0.040411,2.091686,0.04055,5.724791,0.008379,GAYCPNILFPAARE,9.0,0.4102011876048087,0.00820753032154762,3.6918106884432786,5.099171,0.0,0.025247,0.0,36.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaN,60.0,1066.176227,0.054235,3.09593,0.054593,5.216576,0.005834,LDLDTASSQL,7.2,0.5494508029865527,0.010242048932574372,3.9560457815031795,5.63459,0.0,0.03405,0.0,3.0 -144,35,42,Accession,37,42,xxQpEVK,,,5,901.4414,SecB WT apo,60.0,903.893802,0.008488,1.970325,0.010599,4.519171,0.011407,DWQPEVK,3.6,0.7103843951768168,0.007289798617255046,2.557383822636541,2.773604,0,0.024238,0,18,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,SecB his dimer apo,60.0,870.434764,0.017032,0.421757,0.021946,6.448149,0.006792,YCPNILF,3.6,0.22424924936900206,0.012394830156437686,0.8072972977284074,1.880751,0.0,0.035057,0.0,38.0,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,dimer_deltaC,300.0,2590.602891,0.056307,8.690718,0.057662,5.321832,0.014752,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.8066222204113137,0.005578065343188851,12.3413199722931,10.774211,0.0,0.021003,0.0,9.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaN,300.0,1211.035206,0.031874,3.660907,0.034148,5.388234,0.01531,SMVARGTFPQL,7.2,0.6871655942218811,0.007037427331806367,4.9475922783975435,5.327547,0.0,0.022525,0.0,27.0 -207,35,42,Accession,37,42,xxQpEVK,,,5,901.4414,SecB WT apo,300.0,904.187418,0.009782,2.263941,0.011661,4.509167,0.004085,DWQPEVK,3.6,0.8162452174138773,0.00827984370312452,2.9384827826899587,2.773604,0,0.024238,0,18,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,300.0,1606.600814,0.012075,7.961578,0.01288,4.747882,0.012285,MNYLQQQAGEGTEE,10.8,1.0020580912361714,0.00960231091482004,10.822227385350653,7.945226,0.0,0.075043,0.0,48.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaC,600.0,1242.610821,0.02524,4.303589,0.025675,5.943988,0.007666,VTASLGEETAFL,9.0,0.7270228123502293,0.01345043442458058,6.543205311152064,5.919469,0.0,0.103664,0.0,27.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaN,6000.00048,693.821561,0.021133,3.057496,0.031542,4.956211,0.005902,VTVTASL,4.5,0.9340505955172234,0.011741029294906648,4.2032276798275054,3.273373,0.0,0.023509,0.0,12.0 -270,35,42,Accession,37,42,xxQpEVK,,,5,901.4414,SecB WT apo,600.0,904.264666,0.020951,2.341189,0.021891,4.522256,0.007506,DWQPEVK,3.6,0.8440963454047513,0.010802994280477462,3.0387468434571048,2.773604,0,0.024238,0,18,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,6000.00048,1334.150649,0.023075,4.731881,0.025005,5.488748,0.007099,ISFEAPNAPHVF,7.2,1.0251952621441678,0.0054773754194492544,7.381405887438008,4.61559,0.0,0.003636,0.0,5.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -333,35,42,Accession,37,42,xxQpEVK,,,5,901.4414,SecB WT apo,6000.00048,904.72016,0.009338,2.796684,0.011291,4.523787,0.000994,DWQPEVK,3.6,1.0083213032574223,0.00970644520983395,3.6299566917267203,2.773604,0,0.024238,0,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -19,37,47,Accession,39,47,xxEVKLDLDT,,,8,1157.6048,SecB WT apo,10.020000000000001,1160.808648,0.021748,2.522283,0.022828,4.111478,0.013113,QPEVKLDLDT,7.2,0.7286032203999877,0.006597451167747178,5.245943186879912,3.461806,0,0.000977,0,19,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,10.020000000000001,1630.925545,0.040807,4.293703,0.054675,5.652373,0.002254,LDLDTASSQLADDVY,11.700000000000001,0.5101794009433149,0.007077230531408868,5.969098991036785,8.416065,0.0,0.046315,0.0,19.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaC,10.020000000000001,1630.925545,0.040807,4.293703,0.054675,5.652373,0.002254,LDLDTASSQLADDVY,11.700000000000001,0.5101794009433149,0.007077230531408868,5.969098991036785,8.416065,0.0,0.046315,0.0,19.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaN,10.020000000000001,879.426924,0.021415,3.523403,0.029276,4.537827,0.001392,SIAGIEGTQ,6.3,0.7466828546004115,0.00800275704687903,4.704101983982592,4.718741,0.0,0.031945,0.0,19.0 -82,37,47,Accession,39,47,xxEVKLDLDT,,,8,1157.6048,SecB WT apo,30.0,1160.925938,0.029707,2.639573,0.030507,4.109585,0.005936,QPEVKLDLDT,7.2,0.7624843795406212,0.00881507919243917,5.489887532692473,3.461806,0,0.000977,0,19,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,SecB his dimer apo,30.0,1040.896505,0.030778,2.783195,0.038387,5.904494,0.009086,ASLGEETAFL,7.2,0.5770731606174645,0.008681906126721574,4.154926756445745,4.82295,0.0,0.028983,0.0,29.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaC,30.0,1627.934422,0.041966,1.836543,0.043635,5.861287,0.00743,GAYCPNILFPAAREC,9.9,0.35159315928491475,0.010572576756279808,3.480772276920656,5.223489,0.0,0.096278,0.0,37.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaN,60.0,1368.900658,0.050715,4.574325,0.052074,5.033532,0.004584,LDLDTASSQLADD,9.9,0.6582292961735046,0.010309252437862116,6.516470032117695,6.94944,0.0,0.074753,0.0,4.0 -145,37,47,Accession,39,47,xxEVKLDLDT,,,8,1157.6048,SecB WT apo,60.0,1161.060281,0.010413,2.773916,0.012513,4.122692,0.014252,QPEVKLDLDT,7.2,0.8012915801752033,0.0036216545704544417,5.769299377261464,3.461806,0,0.000977,0,19,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,60.0,1394.167934,0.064031,2.601367,0.065222,5.513103,0.008019,IASMVARGTFPQL,9.0,0.41542794459889715,0.01127886461707913,3.7388515013900743,6.261897,0.0,0.065228,0.0,39.0,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,dimer_deltaC,300.0,985.028726,0.016392,3.012865,0.021016,4.862589,0.013638,EAPNAPHVF,4.5,1.0171910629025647,0.009454060249215432,4.577359783061541,2.961946,0.0,0.018193,0.0,10.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaN,300.0,1123.990663,0.045767,3.667749,0.047295,5.342578,0.016008,MVARGTFPQL,6.3,0.7666228287810072,0.011083906292403366,4.8297238213203455,4.784294,0.0,0.031285,0.0,28.0 -208,37,47,Accession,39,47,xxEVKLDLDT,,,8,1157.6048,SecB WT apo,300.0,1161.374081,0.034019,3.087716,0.03472,4.108852,0.00318,QPEVKLDLDT,7.2,0.8919379075546116,0.010032605533206071,6.421952934393203,3.461806,0,0.000977,0,19,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,300.0,2059.233689,0.008747,9.190988,0.01185,4.502125,0.01365,MNYLQQQAGEGTEEHQDA,14.4,0.9701866970562487,0.0012750841560457314,13.970688437609981,9.473422,0.0,0.002415,0.0,49.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaC,600.0,928.642287,0.009768,3.695927,0.030866,5.298644,0.006123,ASLGEETAF,6.3,0.8190209404035265,0.009575649972317895,5.159831924542217,4.512616,0.0,0.036923,0.0,28.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaN,6000.00048,1243.748017,0.072431,5.440785,0.072583,5.943508,0.007335,VTASLGEETAFL,9.0,0.9191339628605201,0.02023459314135812,8.27220566574468,5.919469,0.0,0.103664,0.0,13.0 -271,37,47,Accession,39,47,xxEVKLDLDT,,,8,1157.6048,SecB WT apo,600.0,1161.388813,0.036616,3.102448,0.037267,4.119398,0.005366,QPEVKLDLDT,7.2,0.8961934897565027,0.010768161007719754,6.4525931262468195,3.461806,0,0.000977,0,19,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,6000.00048,1462.977325,0.02746,5.386478,0.029692,5.256948,0.006284,ISFEAPNAPHVFQ,8.1,0.9686361299425326,0.007772874991843501,7.845952652534513,5.560889,0.0,0.032429,0.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -334,37,47,Accession,39,47,xxEVKLDLDT,,,8,1157.6048,SecB WT apo,6000.00048,1161.823999,0.035894,3.537634,0.036558,4.120225,0.002624,QPEVKLDLDT,7.2,1.021904173717418,0.010564321234394816,7.35771005076541,3.461806,0,0.000977,0,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -20,42,52,Accession,44,52,xxLDTASSQL,,,9,1062.5313,SecB WT apo,10.020000000000001,1066.077987,0.009859,2.961821,0.015887,5.21257,0.007265,LDLDTASSQL,7.2,0.525649781084338,0.004247366108694396,3.7846784238072337,5.63459,0,0.03405,0,20,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,10.020000000000001,1760.138159,0.020293,4.361438,0.026552,5.595306,0.002199,LDLDTASSQLADDVYE,12.6,0.4957673044459188,0.003373757573996273,6.246668036018577,8.797349,0.0,0.026752,0.0,20.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaC,10.020000000000001,1760.138159,0.020293,4.361438,0.026552,5.595306,0.002199,LDLDTASSQLADDVYE,12.6,0.4957673044459188,0.003373757573996273,6.246668036018577,8.797349,0.0,0.026752,0.0,20.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaN,10.020000000000001,851.528733,0.02009,0.566388,0.029437,5.69938,0.00338,GAYCPNIL,4.5,0.17270980844173664,0.00906177680086335,0.7771941379878149,3.27942,0.0,0.02358,0.0,20.0 -83,42,52,Accession,44,52,xxLDTASSQL,,,9,1062.5313,SecB WT apo,30.0,1066.16354,0.032771,3.047375,0.03506,5.207577,0.009309,LDLDTASSQL,7.2,0.5408334945399754,0.007028398582359234,3.8940011606878233,5.63459,0,0.03405,0,20,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,30.0,1094.441856,0.021246,0.22078,0.025094,5.734349,0.008993,LCEVQQGGIF,7.2,0.09000969077973472,0.010273446760192834,0.64806977361409,2.452847,0.0,0.025554,0.0,30.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaC,30.0,870.293519,0.014671,0.280512,0.020169,6.441058,0.010736,YCPNILF,3.6,0.14914893040067503,0.01107841431819654,0.5369361494424302,1.880751,0.0,0.035057,0.0,38.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaN,60.0,1631.636446,0.04744,5.004605,0.059789,5.6604,0.006344,LDLDTASSQLADDVY,11.700000000000001,0.5946490432286348,0.007821630942826962,6.957393805775028,8.416065,0.0,0.046315,0.0,5.0 -146,42,52,Accession,44,52,xxLDTASSQL,,,9,1062.5313,SecB WT apo,60.0,1066.173921,0.028608,3.057755,0.031203,5.214842,0.009775,LDLDTASSQL,7.2,0.5426756871396143,0.006435936159594422,3.9072649474052232,5.63459,0,0.03405,0,20,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,60.0,2153.615965,0.127164,6.126788,0.128181,6.005685,0.004827,IASMVARGTFPQLNLAPVNF,14.4,0.590865522088305,0.013240219515170727,8.508463518071592,10.369175,0.0,0.083226,0.0,40.0,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,dimer_deltaC,300.0,1242.586029,0.018601,4.248083,0.026268,4.063967,0.006089,EAPNAPHVFQK,6.3,0.9829507196826482,0.007117233965785428,6.192589534000684,4.321766,0.0,0.016281,0.0,11.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaN,300.0,878.775513,0.015811,2.80597,0.019599,4.112467,0.006727,VARGTFPQ,4.5,0.9787358128006479,0.009202608134119142,4.4043111576029155,2.866933,0.0,0.018046,0.0,29.0 -209,42,52,Accession,44,52,xxLDTASSQL,,,9,1062.5313,SecB WT apo,300.0,1066.337183,0.02389,3.221018,0.026943,5.202938,0.004466,LDLDTASSQL,7.2,0.5716508210890233,0.005899015704562852,4.115885911840968,5.63459,0,0.03405,0,20,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,300.0,1927.394963,0.0145,8.502415,0.015876,4.274182,0.017134,NYLQQQAGEGTEEHQDA,13.5,0.958963075633139,0.009255965127122474,12.946001521047377,8.866259,0.0,0.083961,0.0,50.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaC,600.0,1041.814198,0.004128,3.700888,0.023309,5.905831,0.006975,ASLGEETAFL,7.2,0.76734944380514,0.006679923513153524,5.524915995397008,4.82295,0.0,0.028983,0.0,29.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaN,6000.00048,929.285959,0.034198,4.339599,0.04502,5.299625,0.006207,ASLGEETAF,6.3,0.961659268149561,0.012706011817733098,6.058453389342234,4.512616,0.0,0.036923,0.0,14.0 -272,42,52,Accession,44,52,xxLDTASSQL,,,9,1062.5313,SecB WT apo,600.0,1066.44056,0.016024,3.324394,0.020297,5.215755,0.006877,LDLDTASSQL,7.2,0.5899974975996478,0.00506831641718362,4.247981982717464,5.63459,0,0.03405,0,20,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,6000.00048,1591.693402,0.020659,5.996754,0.026768,4.855132,0.006333,ISFEAPNAPHVFQK,9.0,0.964056127505632,0.010840145207582596,8.676505147550687,6.220337,0.0,0.064196,0.0,7.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -335,42,52,Accession,44,52,xxLDTASSQL,,,9,1062.5313,SecB WT apo,6000.00048,1067.311353,0.068297,4.195187,0.069424,5.214623,0.00292,LDLDTASSQL,7.2,0.7445416614163586,0.013116843425769572,5.360699962197782,5.63459,0,0.03405,0,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -21,42,55,Accession,44,55,xxLDTASSQLADD,,,12,1363.6223,SecB WT apo,10.020000000000001,1368.323593,0.022521,3.957912,0.048056,5.033525,0.012803,LDLDTASSQLADD,9.9,0.5695296311645255,0.009238478026981618,5.638343348528802,6.94944,0,0.074753,0,21,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,SecB his dimer apo,10.020000000000001,952.09384,0.040725,2.159795,0.042515,4.818418,0.00173,DLDTASSQL,6.3,0.4743024457003916,0.009585840269907178,2.988105407912467,4.553624,0.0,0.020853,0.0,21.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaC,10.020000000000001,952.09384,0.040725,2.159795,0.042515,4.818418,0.00173,DLDTASSQL,6.3,0.4743024457003916,0.009585840269907178,2.988105407912467,4.553624,0.0,0.020853,0.0,21.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaN,10.020000000000001,998.724217,0.035334,0.584612,0.042063,6.38912,0.009469,GAYCPNILF,5.4,0.17516789825009482,0.01267560312299054,0.9459066505505122,3.337438,0.0,0.025744,0.0,21.0 -84,42,55,Accession,44,55,xxLDTASSQLADD,,,12,1363.6223,SecB WT apo,30.0,1368.770453,0.083923,4.404772,0.094049,5.023578,0.008151,LDLDTASSQLADD,9.9,0.6338312151770503,0.015153709677638344,6.274929030252799,6.94944,0,0.074753,0,21,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,SecB his dimer apo,30.0,981.268149,0.007113,0.242153,0.015205,5.50693,0.008415,CEVQQGGIF,6.3,0.10782991805651172,0.007321739926735047,0.6793284837560238,2.245694,0.0,0.058034,0.0,31.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaC,30.0,1393.662721,0.033826,2.096154,0.036029,5.503299,0.008571,IASMVARGTFPQL,9.0,0.3347474415500606,0.006727832155455805,3.0127269739505453,6.261897,0.0,0.065228,0.0,39.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaN,60.0,1760.878145,0.060327,5.101423,0.06271,5.603714,0.007175,LDLDTASSQLADDVYE,12.6,0.5798818484977689,0.007343153973957629,7.306511291071888,8.797349,0.0,0.026752,0.0,6.0 -147,42,55,Accession,44,55,xxLDTASSQLADD,,,12,1363.6223,SecB WT apo,60.0,1368.89018,0.097967,4.524499,0.106769,5.032588,0.014944,LDLDTASSQLADD,9.9,0.6510595098310079,0.016884557071672895,6.445489147326978,6.94944,0,0.074753,0,21,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,60.0,1210.212087,0.062831,2.837788,0.064015,5.383108,0.008435,SMVARGTFPQL,7.2,0.5326631562330656,0.012225082356144607,3.8351747248780725,5.327547,0.0,0.022525,0.0,41.0,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,dimer_deltaC,300.0,2128.199698,0.045843,6.868613,0.050788,4.603805,0.013559,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.8333571541233422,0.007118884410952662,9.750278703243104,8.2421,0.0,0.035257,0.0,12.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaN,300.0,992.590874,0.023869,3.515613,0.030695,5.222932,0.014465,VARGTFPQL,5.4,0.9045972027990021,0.008228483305811126,4.884824895114612,3.886385,0.0,0.009917,0.0,30.0 -210,42,55,Accession,44,55,xxLDTASSQLADD,,,12,1363.6223,SecB WT apo,300.0,1368.959608,0.022372,4.593927,0.047986,5.019813,0.003934,LDLDTASSQLADD,9.9,0.6610499551042961,0.009911684220156692,6.544394555532532,6.94944,0,0.074753,0,21,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,300.0,1812.133103,0.02242,7.36271,0.025772,3.839687,0.011073,YLQQQAGEGTEEHQDA,12.6,0.9925087776388118,0.005222612569981196,12.50561059824903,7.418282,0.0,0.029146,0.0,51.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaC,600.0,1095.180335,0.01381,0.95926,0.019211,5.738497,0.005882,LCEVQQGGIF,7.2,0.3910802426731059,0.008828486541262169,2.8157777472463628,2.452847,0.0,0.025554,0.0,30.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaN,6000.00048,1042.770864,0.028208,4.657553,0.036359,5.905697,0.007416,ASLGEETAFL,7.2,0.9657062586176511,0.009513731706464853,6.953085062047088,4.82295,0.0,0.028983,0.0,15.0 -273,42,55,Accession,44,55,xxLDTASSQLADD,,,12,1363.6223,SecB WT apo,600.0,1369.135674,0.099414,4.769993,0.108099,5.032359,0.007519,LDLDTASSQLADD,9.9,0.6863852339181287,0.017218369877673372,6.795213815789474,6.94944,0,0.074753,0,21,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,6000.00048,2477.61005,0.101573,8.864546,0.103955,5.01684,0.005578,ISFEAPNAPHVFQKDWQPEVK,14.4,0.8834753444434679,0.011536168971421425,12.722044959985938,10.033722,0.0,0.057622,0.0,8.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -336,42,55,Accession,44,55,xxLDTASSQLADD,,,12,1363.6223,SecB WT apo,6000.00048,1370.042844,0.044327,5.677163,0.061377,5.032093,0.003424,LDLDTASSQLADD,9.9,0.8169238096882627,0.012458790459423344,8.087545715913802,6.94944,0,0.074753,0,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -22,42,57,Accession,44,57,xxLDTASSQLADDVY,,,14,1625.7541,SecB WT apo,10.020000000000001,1631.011776,0.070045,4.32331,0.072235,5.660149,0.014381,LDLDTASSQLADDVY,11.700000000000001,0.5136973157883168,0.009036560449182114,6.010258594723307,8.416065,0,0.046315,0,22,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,SecB his dimer apo,10.020000000000001,723.093076,0.014228,1.396783,0.020947,4.205576,0.001614,DTASSQL,4.5,0.4363331078959823,0.006604452638193359,1.9634989855319203,3.201185,0.0,0.006567,0.0,22.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaC,10.020000000000001,723.093076,0.014228,1.396783,0.020947,4.205576,0.001614,DTASSQL,4.5,0.4363331078959823,0.006604452638193359,1.9634989855319203,3.201185,0.0,0.006567,0.0,22.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaN,10.020000000000001,1523.953064,0.022672,1.233494,0.022918,5.722816,0.003713,GAYCPNILFPAARE,9.0,0.24190088937986196,0.0046513028333424146,2.1771080044187574,5.099171,0.0,0.025247,0.0,22.0 -85,42,57,Accession,44,57,xxLDTASSQLADDVY,,,14,1625.7541,SecB WT apo,30.0,1631.390676,0.029708,4.702209,0.034556,5.65375,0.006545,LDLDTASSQLADDVY,11.700000000000001,0.558718237085859,0.005129598325268401,6.537003373904551,8.416065,0,0.046315,0,22,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,SecB his dimer apo,30.0,748.969183,0.003546,0.18471,0.0098,5.403124,0.008354,VQQGGIF,4.5,0.12465017846212818,0.006900748809555226,0.5609258030795768,1.481827,0.0,0.023424,0.0,32.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaC,30.0,2153.057653,0.064908,5.568475,0.066879,6.000536,0.009708,IASMVARGTFPQLNLAPVNF,14.4,0.5370219906598163,0.0077574753235794104,7.733116665501354,10.369175,0.0,0.083226,0.0,40.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaN,60.0,952.207407,0.029056,2.273362,0.031517,4.824815,0.005833,DLDTASSQL,6.3,0.4992423616881851,0.0072891232308535114,3.145226878635566,4.553624,0.0,0.020853,0.0,7.0 -148,42,57,Accession,44,57,xxLDTASSQLADDVY,,,14,1625.7541,SecB WT apo,60.0,1631.553351,0.058154,4.864884,0.060774,5.661449,0.011221,LDLDTASSQLADDVY,11.700000000000001,0.5780473416020433,0.007890811925891129,6.7631538967439075,8.416065,0,0.046315,0,22,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,60.0,1123.091029,0.045822,2.768115,0.047348,5.335575,0.005857,MVARGTFPQL,6.3,0.5785837994069762,0.010595090838876603,3.64507793626395,4.784294,0.0,0.031285,0.0,42.0,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,dimer_deltaC,300.0,2242.540628,0.042785,8.06274,0.049566,5.041427,0.013143,EAPNAPHVFQKDWQPEVKL,12.6,0.8964720912222846,0.009770675205732438,11.295548349400786,8.993855,0.0,0.080943,0.0,13.0,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,dimer_deltaN,300.0,1752.254446,0.061364,7.245414,0.06179,5.884507,0.014661,VARGTFPQLNLAPVNF,10.8,0.8774092559994653,0.007916135130076293,9.476019964794226,8.257736,0.0,0.024315,0.0,31.0 -211,42,57,Accession,44,57,xxLDTASSQLADDVY,,,14,1625.7541,SecB WT apo,300.0,1631.693894,0.048511,5.005428,0.051623,5.64932,0.001886,LDLDTASSQLADDVY,11.700000000000001,0.5947468323973258,0.006952464034016343,6.958537939048713,8.416065,0,0.046315,0,22,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,300.0,1648.546113,0.016543,6.969403,0.019712,3.474339,0.011919,LQQQAGEGTEEHQDA,11.700000000000001,0.9797085953669168,0.005223303935456145,11.462590565792928,7.113751,0.0,0.03215,0.0,52.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaC,600.0,981.943695,0.023211,0.917699,0.02682,5.511461,0.005397,CEVQQGGIF,6.3,0.4086482842275039,0.015942223584056243,2.5744841906332745,2.245694,0.0,0.058034,0.0,31.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaN,6000.00048,1097.19072,0.080499,2.969645,0.0816,5.738393,0.008548,LCEVQQGGIF,7.2,1.2106931251725035,0.03557829341325947,8.716990501242025,2.452847,0.0,0.025554,0.0,16.0 -274,42,57,Accession,44,57,xxLDTASSQLADDVY,,,14,1625.7541,SecB WT apo,600.0,1631.876455,0.036602,5.187988,0.040636,5.659367,0.007816,LDLDTASSQLADDVY,11.700000000000001,0.6164386800719814,0.005900968916839332,7.212332556842184,8.416065,0,0.046315,0,22,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,6000.00048,2592.365775,0.070006,10.453601,0.071101,5.309954,0.005508,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.9702428326306215,0.0068648747740300275,14.84471533924851,10.774211,0.0,0.021003,0.0,9.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -337,42,57,Accession,44,57,xxLDTASSQLADDVY,,,14,1625.7541,SecB WT apo,6000.00048,1632.834804,0.006786,6.146337,0.018912,5.658733,0.003484,LDLDTASSQLADDVY,11.700000000000001,0.7303100677097908,0.0046045735356531,8.544627792204553,8.416065,0,0.046315,0,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -23,42,58,Accession,44,58,xxLDTASSQLADDVYE,,,15,1754.7967,SecB WT apo,10.020000000000001,1760.139329,0.050428,4.342345,0.050964,5.600163,0.012454,LDLDTASSQLADDVYE,12.6,0.4935969915482493,0.005984402371433364,6.219322093507941,8.797349,0,0.026752,0,23,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,SecB his dimer apo,10.020000000000001,847.379387,0.039829,0.424221,0.043971,4.617826,0.001994,RVTVTASL,5.4,0.11232253877676167,0.011675907691502353,0.606541709394513,3.776811,0.0,0.029739,0.0,23.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaC,10.020000000000001,847.379387,0.039829,0.424221,0.043971,4.617826,0.001994,RVTVTASL,5.4,0.11232253877676167,0.011675907691502353,0.606541709394513,3.776811,0.0,0.029739,0.0,23.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaN,10.020000000000001,1627.146432,0.026245,1.048553,0.028839,5.857665,0.003402,GAYCPNILFPAAREC,9.9,0.20073805075496476,0.006646151734613056,1.987306702474151,5.223489,0.0,0.096278,0.0,23.0 -86,42,58,Accession,44,58,xxLDTASSQLADDVYE,,,15,1754.7967,SecB WT apo,30.0,1760.618055,0.036102,4.821071,0.036847,5.594058,0.007018,LDLDTASSQLADDVYE,12.6,0.5480140665102634,0.004507768197004703,6.904977238029319,8.797349,0,0.026752,0,23,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,30.0,880.001234,0.03778,4.097712,0.042729,4.534247,0.006589,SIAGIEGTQ,6.3,0.868390954282085,0.010796153020734674,5.470863011977135,4.718741,0.0,0.031945,0.0,33.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaC,30.0,1209.720806,0.032203,2.346507,0.034456,5.373567,0.009172,SMVARGTFPQL,7.2,0.4404479209662533,0.006730278963230283,3.171225030957024,5.327547,0.0,0.022525,0.0,41.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaN,60.0,723.214429,0.009316,1.518136,0.017976,4.211864,0.003438,DTASSQL,4.5,0.47424188230295966,0.00569907270547799,2.1340884703633183,3.201185,0.0,0.006567,0.0,8.0 -149,42,58,Accession,44,58,xxLDTASSQLADDVYE,,,15,1754.7967,SecB WT apo,60.0,1760.87121,0.058283,5.074226,0.058748,5.599618,0.012309,LDLDTASSQLADDVYE,12.6,0.5767903490017277,0.006904421831786854,7.267558397421769,8.797349,0,0.026752,0,23,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,SecB his dimer apo,60.0,877.995969,0.042582,2.026425,0.044129,4.109217,0.006813,VARGTFPQ,4.5,0.7068267727219297,0.016022517732488632,3.1807204772486837,2.866933,0.0,0.018046,0.0,43.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaC,300.0,1390.304679,0.013328,3.738148,0.018259,4.698442,0.011592,QKDWQPEVKLD,7.2,0.8231980263408535,0.016127196231005836,5.927025789654145,4.541007,0.0,0.086153,0.0,14.0,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,dimer_deltaN,300.0,777.610802,0.007798,2.809136,0.013697,5.506675,0.015468,NLAPVNF,3.6,1.0367835504482055,0.009072864827306485,3.73242078161354,2.709472,0.0,0.019689,0.0,32.0 -212,42,58,Accession,44,58,xxLDTASSQLADDVYE,,,15,1754.7967,SecB WT apo,300.0,1760.985413,0.023459,5.188429,0.02459,5.587117,0.002339,LDLDTASSQLADDVYE,12.6,0.5897718733222929,0.003321049833469611,7.43112560386089,8.797349,0,0.026752,0,23,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,600.0,1205.018429,0.044812,4.61652,0.048152,5.516628,0.004647,MTFQIQRIY,6.3,0.9099459928253243,0.01014898989457023,5.732659754799543,5.0734,0.0,0.020042,0.0,0.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaC,600.0,749.460617,0.031251,0.676144,0.032559,5.406991,0.006707,VQQGGIF,4.5,0.4562907815824654,0.023125795252825536,2.0533085171210943,1.481827,0.0,0.023424,0.0,32.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaN,6000.00048,983.748652,0.060591,2.722656,0.062063,5.511573,0.007287,CEVQQGGIF,6.3,1.2123895775648865,0.0417780333641294,7.638054338658785,2.245694,0.0,0.058034,0.0,17.0 -275,42,58,Accession,44,58,xxLDTASSQLADDVYE,,,15,1754.7967,SecB WT apo,600.0,1761.159797,0.010641,5.362813,0.012945,5.604324,0.012718,LDLDTASSQLADDVYE,12.6,0.6095942084371099,0.002366750503727558,7.680887026307584,8.797349,0,0.026752,0,23,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,SecB his dimer apo,6000.00048,985.043664,0.017466,3.027803,0.021864,4.854696,0.006634,EAPNAPHVF,4.5,1.0222343688912627,0.009690821800494732,4.600054660010683,2.961946,0.0,0.018193,0.0,10.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -338,42,58,Accession,44,58,xxLDTASSQLADDVYE,,,15,1754.7967,SecB WT apo,6000.00048,1762.319601,0.05301,6.522618,0.05352,5.598062,0.002282,LDLDTASSQLADDVYE,12.6,0.7414299466805283,0.006488000273595972,9.342017328174656,8.797349,0,0.026752,0,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -24,43,52,Accession,45,52,xxDTASSQL,,,8,949.4473,SecB WT apo,10.020000000000001,952.122284,0.015018,2.168137,0.033628,4.820265,0.008635,DLDTASSQL,6.3,0.4761343931778294,0.00770005250438552,2.9996466770203254,4.553624,0,0.020853,0,24,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,10.020000000000001,1483.886507,0.045501,2.272383,0.057747,5.255959,0.001222,RVTVTASLGEETAF,10.8,0.31439840347949377,0.008147902873753821,3.395502757578533,7.227718,0.0,0.036737,0.0,24.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaC,10.020000000000001,1483.886507,0.045501,2.272383,0.057747,5.255959,0.001222,RVTVTASLGEETAF,10.8,0.31439840347949377,0.008147902873753821,3.395502757578533,7.227718,0.0,0.036737,0.0,24.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaN,10.020000000000001,870.146654,0.001867,0.133646,0.013965,6.432921,0.009821,YCPNILF,3.6,0.07105991170548359,0.007542440068950751,0.25581568213974093,1.880751,0.0,0.035057,0.0,24.0 -87,43,52,Accession,45,52,xxDTASSQL,,,8,949.4473,SecB WT apo,30.0,952.16208,0.010534,2.207933,0.031879,4.820441,0.008237,DLDTASSQL,6.3,0.48487380600594165,0.0073444907865317256,3.0547049778374324,4.553624,0,0.020853,0,24,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,SecB his dimer apo,30.0,852.177643,0.018513,1.215299,0.028384,5.70213,0.009518,GAYCPNIL,4.5,0.37058351781717497,0.009056070758833312,1.6676258301772873,3.27942,0.0,0.02358,0.0,34.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaC,30.0,1122.522078,0.020916,2.199164,0.024076,5.325414,0.006975,MVARGTFPQL,6.3,0.4596632230377147,0.005861636896420754,2.8958783051376025,4.784294,0.0,0.031285,0.0,42.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaN,60.0,848.320349,0.045398,1.365183,0.049072,4.623688,0.00708,RVTVTASL,5.4,0.36146447359955264,0.013301061152326474,1.9519081574375843,3.776811,0.0,0.029739,0.0,9.0 -150,43,52,Accession,45,52,xxDTASSQL,,,8,949.4473,SecB WT apo,60.0,952.207713,0.014622,2.253566,0.033453,4.825615,0.01296,DLDTASSQL,6.3,0.4948950550155217,0.007688088480706702,3.117838846597787,4.553624,0,0.020853,0,24,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,SecB his dimer apo,60.0,991.790218,0.036403,2.714957,0.041202,5.216537,0.006248,VARGTFPQL,5.4,0.6985815867444939,0.010750446589311468,3.772340568420267,3.886385,0.0,0.009917,0.0,44.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaC,300.0,904.248311,0.014894,2.326152,0.017321,4.519526,0.013875,DWQPEVK,3.6,0.838674879326681,0.009628803958145613,3.019229565576052,2.773604,0.0,0.024238,0.0,15.0,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,dimer_deltaN,300.0,2206.680854,0.021779,9.418702,0.023908,5.012948,0.011722,FMNYLQQQAGEGTEEHQDA,15.3,0.9971198110335184,0.007343720314656853,15.255933108812833,9.445908,0.0,0.065306,0.0,33.0 -213,43,52,Accession,45,52,xxDTASSQL,,,8,949.4473,SecB WT apo,300.0,952.307303,0.005031,2.353156,0.030506,4.81445,0.00389,DLDTASSQL,6.3,0.5167655476165797,0.007104972029892408,3.255622949984452,4.553624,0,0.020853,0,24,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,SecB his dimer apo,600.0,971.389913,0.018832,3.331209,0.022337,5.140458,0.007629,FQIQRIY,4.5,0.914537683671626,0.007157317624986935,4.115419576522317,3.642506,0.0,0.0147,0.0,1.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaC,600.0,880.552586,0.01281,4.649065,0.023719,4.540886,0.003883,SIAGIEGTQ,6.3,0.9852341970029719,0.008351835945265751,6.206975441118723,4.718741,0.0,0.031945,0.0,33.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaN,6000.00048,750.638671,0.003243,1.854198,0.009694,5.407504,0.007121,VQQGGIF,4.5,1.2512918174658716,0.020833572359649697,5.630813178596422,1.481827,0.0,0.023424,0.0,18.0 -276,43,52,Accession,45,52,xxDTASSQL,,,8,949.4473,SecB WT apo,600.0,952.444537,0.012937,2.490391,0.032752,4.825095,0.006744,DLDTASSQL,6.3,0.5469030820287314,0.0076160872244670046,3.4454894167810077,4.553624,0,0.020853,0,24,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,6000.00048,1242.589282,0.012208,4.251336,0.022205,4.06532,0.001628,EAPNAPHVFQK,6.3,0.9837034212402985,0.0063349483421744094,6.19733155381388,4.321766,0.0,0.016281,0.0,11.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -339,43,52,Accession,45,52,xxDTASSQL,,,8,949.4473,SecB WT apo,6000.00048,953.39619,0.033976,3.442043,0.045384,4.826319,0.001683,DLDTASSQL,6.3,0.7558909123809958,0.010550582253365975,4.762112748000273,4.553624,0,0.020853,0,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -25,45,52,Accession,47,52,xxASSQL,,,6,721.3363,SecB WT apo,10.020000000000001,723.213864,0.002184,1.502049,0.00688,4.20918,0.009412,DTASSQL,4.5,0.46921655574420096,0.002354911383739563,2.1114745008489044,3.201185,0,0.006567,0,25,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,10.020000000000001,1596.9683,0.044797,2.247373,0.076934,5.713102,0.003167,RVTVTASLGEETAFL,11.700000000000001,0.29258036748348176,0.010169249299931843,3.423190299556737,7.681216,0.0,0.046195,0.0,25.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaC,10.020000000000001,1596.9683,0.044797,2.247373,0.076934,5.713102,0.003167,RVTVTASLGEETAFL,11.700000000000001,0.29258036748348176,0.010169249299931843,3.423190299556737,7.681216,0.0,0.046195,0.0,25.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaN,10.020000000000001,1393.19596,0.040502,1.629393,0.042358,5.501969,0.002071,IASMVARGTFPQL,9.0,0.2602075696869495,0.007287243916587095,2.3418681271825457,6.261897,0.0,0.065228,0.0,25.0 -88,45,52,Accession,47,52,xxASSQL,,,6,721.3363,SecB WT apo,30.0,723.142532,0.04227,1.430718,0.042771,4.207158,0.007695,DTASSQL,4.5,0.44693386980133915,0.013392410760492636,2.0112024141060263,3.201185,0,0.006567,0,25,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,SecB his dimer apo,30.0,999.448019,0.030864,1.308414,0.038385,6.396407,0.010771,GAYCPNILF,5.4,0.3920414401705739,0.011892261453738482,2.117023776921099,3.337438,0.0,0.025744,0.0,35.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaC,30.0,877.610671,0.007673,1.641127,0.013892,4.094517,0.007257,VARGTFPQ,4.5,0.5724329797731583,0.0060384464286953685,2.5759484089792126,2.866933,0.0,0.018046,0.0,43.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaN,60.0,1485.09655,0.044359,3.482426,0.056852,5.262732,0.002888,RVTVTASLGEETAF,10.8,0.4818154222397719,0.008238247725924297,5.203606560189537,7.227718,0.0,0.036737,0.0,10.0 -151,45,52,Accession,47,52,xxASSQL,,,6,721.3363,SecB WT apo,60.0,723.201478,0.071277,1.489663,0.071575,4.209848,0.012624,DTASSQL,4.5,0.46534736355443374,0.022379277604812536,2.094063135994952,3.201185,0,0.006567,0,25,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,60.0,1751.622409,0.102475,6.613377,0.102731,5.880211,0.005925,VARGTFPQLNLAPVNF,10.8,0.8008704807225613,0.01266210613781291,8.649401191803662,8.257736,0.0,0.024315,0.0,45.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaC,300.0,1161.448646,0.026355,3.209031,0.031721,4.117228,0.009645,QPEVKLDLDT,7.2,0.9269817546101659,0.009166870142261207,6.674268633193194,3.461806,0.0,0.000977,0.0,16.0,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,dimer_deltaN,300.0,1606.600814,0.012075,7.961578,0.01288,4.747882,0.012285,MNYLQQQAGEGTEE,10.8,1.0020580912361714,0.00960231091482004,10.822227385350653,7.945226,0.0,0.075043,0.0,34.0 -214,45,52,Accession,47,52,xxASSQL,,,6,721.3363,SecB WT apo,300.0,723.288894,0.005387,1.577079,0.008461,4.203415,0.003805,DTASSQL,4.5,0.4926547512874138,0.002829716644038513,2.2169463807933623,3.201185,0,0.006567,0,25,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,600.0,1677.739026,0.007954,3.892989,0.02097,5.128364,0.007207,TKDISFEAPNAPHVF,9.9,0.7394733028108993,0.009546794601826303,7.320785697827903,5.264543,0.0,0.061768,0.0,2.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaC,600.0,853.771781,0.009799,2.809437,0.023642,5.707141,0.006801,GAYCPNIL,4.5,0.8566871580950289,0.009482412372595925,3.85509221142763,3.27942,0.0,0.02358,0.0,34.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaN,6000.00048,880.464822,0.013623,4.5613,0.024168,4.543502,0.004216,SIAGIEGTQ,6.3,0.96663495623091,0.008309933950204575,6.089800224254732,4.718741,0.0,0.031945,0.0,19.0 -277,45,52,Accession,47,52,xxASSQL,,,6,721.3363,SecB WT apo,600.0,723.409546,0.031972,1.697731,0.032631,4.21381,0.00548,DTASSQL,4.5,0.5303445442859441,0.010251308610750907,2.3865504492867484,3.201185,0,0.006567,0,25,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,6000.00048,2128.879933,0.165705,7.548848,0.16714,4.597945,0.00825,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.9158889118064569,0.020653812174848355,10.715900268135547,8.2421,0.0,0.035257,0.0,12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -340,45,52,Accession,47,52,xxASSQL,,,6,721.3363,SecB WT apo,6000.00048,724.224192,0.005177,2.512378,0.008329,4.214913,0.002752,DTASSQL,4.5,0.7848274935687878,0.003059701432007654,3.531723721059545,3.201185,0,0.006567,0,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -26,61,69,Accession,63,69,xxTVTASL,,,7,846.5043,SecB WT apo,10.020000000000001,847.558023,0.025282,0.588076,0.027851,4.610923,0.010063,RVTVTASL,5.4,0.15570702372980805,0.007475439086196755,0.8408179281409635,3.776811,0,0.029739,0,26,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,SecB his dimer apo,10.020000000000001,691.229673,0.032522,0.465607,0.040075,4.945785,0.001083,VTVTASL,4.5,0.14224074066719558,0.01228526978015151,0.6400833330023801,3.273373,0.0,0.023509,0.0,26.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaC,10.020000000000001,691.229673,0.032522,0.465607,0.040075,4.945785,0.001083,VTVTASL,4.5,0.14224074066719558,0.01228526978015151,0.6400833330023801,3.273373,0.0,0.023509,0.0,26.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaN,10.020000000000001,2152.546904,0.045211,5.057727,0.047997,5.995784,0.006729,IASMVARGTFPQLNLAPVNF,14.4,0.48776561298271076,0.006062404851098697,7.023824826951035,10.369175,0.0,0.083226,0.0,26.0 -89,61,69,Accession,63,69,xxTVTASL,,,7,846.5043,SecB WT apo,30.0,848.033998,0.051742,1.064051,0.053045,4.610487,0.007972,RVTVTASL,5.4,0.28173265752509197,0.014219035797009658,1.5213563506354968,3.776811,0,0.029739,0,26,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,30.0,1524.811256,0.040411,2.091686,0.04055,5.724791,0.008379,GAYCPNILFPAARE,9.0,0.4102011876048087,0.00820753032154762,3.6918106884432786,5.099171,0.0,0.025247,0.0,36.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaC,30.0,991.372379,0.012677,2.297117,0.02309,5.207153,0.005483,VARGTFPQL,5.4,0.591067791791086,0.006129706325735941,3.1917660756718647,3.886385,0.0,0.009917,0.0,44.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaN,60.0,1598.083426,0.016181,3.362499,0.064606,5.72512,0.007586,RVTVTASLGEETAFL,11.700000000000001,0.4377560792457861,0.008813305077712554,5.121746127175697,7.681216,0.0,0.046195,0.0,11.0 -152,61,69,Accession,63,69,xxTVTASL,,,7,846.5043,SecB WT apo,60.0,848.4473,0.03043,1.477353,0.032595,4.617017,0.011227,RVTVTASL,5.4,0.3911641329153087,0.009163451032577893,2.1122863177426674,3.776811,0,0.029739,0,26,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,SecB his dimer apo,60.0,777.636083,0.023822,2.834417,0.026349,5.501877,0.008633,NLAPVNF,3.6,1.0461141506537068,0.012343379019079403,3.7660109423533448,2.709472,0.0,0.019689,0.0,46.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaC,300.0,1066.516829,0.050236,3.436532,0.050622,5.223983,0.014424,LDLDTASSQL,7.2,0.6098992118326267,0.009710761302631614,4.391274325194913,5.63459,0.0,0.03405,0.0,17.0,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,dimer_deltaN,300.0,2059.233689,0.008747,9.190988,0.01185,4.502125,0.01365,MNYLQQQAGEGTEEHQDA,14.4,0.9701866970562487,0.0012750841560457314,13.970688437609981,9.473422,0.0,0.002415,0.0,35.0 -215,61,69,Accession,63,69,xxTVTASL,,,7,846.5043,SecB WT apo,300.0,848.746375,0.004775,1.776428,0.01262,4.607875,0.004035,RVTVTASL,5.4,0.47035130961014465,0.0049881718229791185,2.539897071894781,3.776811,0,0.029739,0,26,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,600.0,1806.695266,0.00899,4.822792,0.013774,4.94812,0.006167,TKDISFEAPNAPHVFQ,10.8,0.763353645989965,0.004865561417643871,8.244219376691623,6.3179,0.0,0.036001,0.0,3.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaC,600.0,1001.297866,0.022472,3.158261,0.032029,6.397075,0.008168,GAYCPNILF,5.4,0.9463130101592898,0.012057527139390244,5.110090254860165,3.337438,0.0,0.025744,0.0,35.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaN,6000.00048,854.29539,0.010918,3.333045,0.024127,5.708006,0.008663,GAYCPNIL,4.5,1.0163519768739593,0.010369754628821191,4.573583895932817,3.27942,0.0,0.02358,0.0,20.0 -278,61,69,Accession,63,69,xxTVTASL,,,7,846.5043,SecB WT apo,600.0,848.806929,0.005767,1.836983,0.013028,4.618036,0.007269,RVTVTASL,5.4,0.4863846774434834,0.0051542748353403086,2.6264772581948104,3.776811,0,0.029739,0,26,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,6000.00048,2243.208436,0.02688,8.730548,0.036725,5.028354,0.005808,EAPNAPHVFQKDWQPEVKL,12.6,0.9707236774442106,0.00964350347426768,12.231118335797053,8.993855,0.0,0.080943,0.0,13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -341,61,69,Accession,63,69,xxTVTASL,,,7,846.5043,SecB WT apo,6000.00048,849.306954,0.020296,2.337007,0.023418,4.62259,0.003077,RVTVTASL,5.4,0.6187778525322024,0.007885767353249685,3.341400403673893,3.776811,0,0.029739,0,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -27,61,72,Accession,63,72,xxTVTASLGEE,,,10,1161.611,SecB WT apo,10.020000000000001,1164.15412,0.033789,1.959602,0.038589,4.459736,0.008439,RVTVTASLGEE,8.1,0.3668654695062579,0.007667241043162236,2.971610303000689,5.341473,0,0.037389,0,27,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,10.020000000000001,1240.704191,0.044873,2.396959,0.045119,5.93702,0.005226,VTASLGEETAFL,9.0,0.40492804337686367,0.010410708532729088,3.644352390391773,5.919469,0.0,0.103664,0.0,27.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaC,10.020000000000001,1240.704191,0.044873,2.396959,0.045119,5.93702,0.005226,VTASLGEETAFL,9.0,0.40492804337686367,0.010410708532729088,3.644352390391773,5.919469,0.0,0.103664,0.0,27.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaN,10.020000000000001,1209.207823,0.01653,1.833524,0.020576,5.374034,0.002008,SMVARGTFPQL,7.2,0.34415914115821034,0.004127210706263463,2.4779458163391146,5.327547,0.0,0.022525,0.0,27.0 -90,61,72,Accession,63,72,xxTVTASLGEE,,,10,1161.611,SecB WT apo,30.0,1164.590569,0.058988,2.396051,0.061863,4.459379,0.007265,RVTVTASLGEE,8.1,0.4485749530138971,0.011999723886711862,3.6334571194125664,5.341473,0,0.037389,0,27,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,30.0,1627.934422,0.041966,1.836543,0.043635,5.861287,0.00743,GAYCPNILFPAAREC,9.9,0.35159315928491475,0.010572576756279808,3.480772276920656,5.223489,0.0,0.096278,0.0,37.0,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,dimer_deltaC,60.0,1203.878867,0.032912,3.476958,0.037332,5.521878,0.007885,MTFQIQRIY,6.3,0.6853309417747467,0.007840625882583663,4.317584933180904,5.0734,0.0,0.020042,0.0,0.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaN,60.0,692.249863,0.031299,1.485798,0.039089,4.95476,0.004384,VTVTASL,4.5,0.45390427549808715,0.012378466122614262,2.0425692397413924,3.273373,0.0,0.023509,0.0,12.0 -153,61,72,Accession,63,72,xxTVTASLGEE,,,10,1161.611,SecB WT apo,60.0,1165.193588,0.077624,2.99907,0.07983,4.461314,0.009722,RVTVTASLGEE,8.1,0.561468718460245,0.015453429571398877,4.547896619527985,5.341473,0,0.037389,0,27,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,60.0,2206.810833,0.111991,9.548682,0.112424,5.006161,0.004162,FMNYLQQQAGEGTEEHQDA,15.3,1.0108802668838188,0.013802150931040046,15.466468083322429,9.445908,0.0,0.065306,0.0,47.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaC,300.0,1369.283965,0.091715,4.957632,0.092473,5.040007,0.013148,LDLDTASSQLADD,9.9,0.7133858267716535,0.015360639971027611,7.06251968503937,6.94944,0.0,0.074753,0.0,18.0,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,dimer_deltaN,300.0,1927.394963,0.0145,8.502415,0.015876,4.274182,0.017134,NYLQQQAGEGTEEHQDA,13.5,0.958963075633139,0.009255965127122474,12.946001521047377,8.866259,0.0,0.083961,0.0,36.0 -216,61,72,Accession,63,72,xxTVTASLGEE,,,10,1161.611,SecB WT apo,300.0,1165.392509,0.038483,3.197991,0.042759,4.456982,0.00564,RVTVTASLGEE,8.1,0.5987095694389919,0.009035735838827504,4.8495475124558345,5.341473,0,0.037389,0,27,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,600.0,1935.412389,0.019512,5.289351,0.024736,4.620187,0.003628,TKDISFEAPNAPHVFQK,11.700000000000001,0.7764509781326632,0.005483308260535212,9.08447644415216,6.812215,0.0,0.036048,0.0,4.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaC,600.0,1527.411841,0.026202,4.69227,0.026415,5.727736,0.006975,GAYCPNILFPAARE,9.0,0.9202025191938061,0.006898776159640071,8.281822672744255,5.099171,0.0,0.025247,0.0,36.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaN,6000.00048,1001.981061,0.028408,3.841455,0.03644,6.396779,0.007292,GAYCPNILF,5.4,1.1510191350371153,0.014072835389883931,6.215503329200423,3.337438,0.0,0.025744,0.0,21.0 -279,61,72,Accession,63,72,xxTVTASLGEE,,,10,1161.611,SecB WT apo,600.0,1165.431536,0.031137,3.237018,0.036289,4.468596,0.006222,RVTVTASLGEE,8.1,0.6060159809850204,0.008009383612931192,4.908729445978665,5.341473,0,0.037389,0,27,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,6000.00048,1390.991503,0.046441,4.424972,0.048089,4.690126,0.006126,QKDWQPEVKLD,7.2,0.9744472977029106,0.02130568021256627,7.016020543460956,4.541007,0.0,0.086153,0.0,14.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -342,61,72,Accession,63,72,xxTVTASLGEE,,,10,1161.611,SecB WT apo,6000.00048,1166.049794,0.054646,3.855276,0.057737,4.467194,0.000397,RVTVTASLGEE,8.1,0.7217627047819956,0.01193159424300004,5.846277908734164,5.341473,0,0.037389,0,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -28,61,75,Accession,63,75,xxTVTASLGEETAF,,,13,1480.7642,SecB WT apo,10.020000000000001,1484.118528,0.1324,2.568924,0.139441,5.250404,0.010818,RVTVTASLGEETAF,10.8,0.3554267059118798,0.019376933576420695,3.838608423848302,7.227718,0,0.036737,0,28,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,SecB his dimer apo,10.020000000000001,927.410199,0.014838,2.463839,0.032825,5.295548,0.001576,ASLGEETAF,6.3,0.5459890670954497,0.0085363501283089,3.439731122701333,4.512616,0.0,0.036923,0.0,28.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaC,10.020000000000001,927.410199,0.014838,2.463839,0.032825,5.295548,0.001576,ASLGEETAF,6.3,0.5459890670954497,0.0085363501283089,3.439731122701333,4.512616,0.0,0.036923,0.0,28.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaN,10.020000000000001,1122.099679,0.022132,1.776765,0.02514,5.326252,0.001697,MVARGTFPQL,6.3,0.3713745434540603,0.005788714074231743,2.33965962376058,4.784294,0.0,0.031285,0.0,28.0 -91,61,75,Accession,63,75,xxTVTASLGEETAF,,,13,1480.7642,SecB WT apo,30.0,1484.75264,0.021999,3.203035,0.048969,5.244905,0.006937,RVTVTASLGEETAF,10.8,0.44315992959326855,0.007139790477143331,4.786127239607301,7.227718,0,0.036737,0,28,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,SecB his dimer apo,30.0,870.293519,0.014671,0.280512,0.020169,6.441058,0.010736,YCPNILF,3.6,0.14914893040067503,0.01107841431819654,0.5369361494424302,1.880751,0.0,0.035057,0.0,38.0,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,dimer_deltaC,60.0,970.466165,0.015722,2.407461,0.019786,5.146227,0.006042,FQIQRIY,4.5,0.6609353560433394,0.0060515265871750505,2.974209102195027,3.642506,0.0,0.0147,0.0,1.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaN,60.0,1241.721293,0.050466,3.414061,0.050685,5.948404,0.006859,VTASLGEETAFL,9.0,0.576751225489989,0.01324125762166352,5.190761029409901,5.919469,0.0,0.103664,0.0,13.0 -154,61,75,Accession,63,75,xxTVTASLGEETAF,,,13,1480.7642,SecB WT apo,60.0,1485.177613,0.118346,3.628008,0.126174,5.249892,0.01527,RVTVTASLGEETAF,10.8,0.5019576026624171,0.017642417663953348,5.421142108754105,7.227718,0,0.036737,0,28,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,60.0,1606.631311,0.085918,7.992075,0.086035,4.741973,0.006163,MNYLQQQAGEGTEE,10.8,1.0058964968397375,0.01440557931245952,10.863682165869166,7.945226,0.0,0.075043,0.0,48.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaC,300.0,1632.050435,0.041469,5.418593,0.055171,5.664441,0.01412,LDLDTASSQLADDVY,11.700000000000001,0.643839252667369,0.007451692434450311,7.532919256208218,8.416065,0.0,0.046315,0.0,19.0,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,dimer_deltaN,300.0,1812.133103,0.02242,7.36271,0.025772,3.839687,0.011073,YLQQQAGEGTEEHQDA,12.6,0.9925087776388118,0.005222612569981196,12.50561059824903,7.418282,0.0,0.029146,0.0,37.0 -217,61,75,Accession,63,75,xxTVTASLGEETAF,,,13,1480.7642,SecB WT apo,300.0,1485.522285,0.025372,3.972681,0.050574,5.239583,0.002607,RVTVTASLGEETAF,10.8,0.549645268395917,0.00753433239776091,5.936168898675904,7.227718,0,0.036737,0,28,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,600.0,1333.271095,0.011371,3.852327,0.014904,5.488159,0.005204,ISFEAPNAPHVF,7.2,0.8346337087999584,0.0032953155451119426,6.009362703359701,4.61559,0.0,0.003636,0.0,5.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaC,600.0,1631.277587,0.046465,5.179708,0.047978,5.864261,0.007469,GAYCPNILFPAAREC,9.9,0.9916184374084065,0.020455394478980173,9.817022530343225,5.223489,0.0,0.096278,0.0,37.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaN,6000.00048,1528.899493,0.049359,6.179923,0.049473,5.726907,0.009257,GAYCPNILFPAARE,9.0,1.2119466085761783,0.01140785030584682,10.907519477185605,5.099171,0.0,0.025247,0.0,22.0 -280,61,75,Accession,63,75,xxTVTASLGEETAF,,,13,1480.7642,SecB WT apo,600.0,1485.803589,0.010188,4.253985,0.04492,5.251195,0.007226,RVTVTASLGEETAF,10.8,0.5885654365596444,0.0068974761232049285,6.35650671484416,7.227718,0,0.036737,0,28,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,SecB his dimer apo,6000.00048,904.792772,0.002837,2.870613,0.009286,4.512609,0.005075,DWQPEVK,3.6,1.0349757932278725,0.009644234069064178,3.725912855620341,2.773604,0.0,0.024238,0.0,15.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -343,61,75,Accession,63,75,xxTVTASLGEETAF,,,13,1480.7642,SecB WT apo,6000.00048,1486.754685,0.042985,5.20508,0.061333,5.254047,0.004585,RVTVTASLGEETAF,10.8,0.7201553796094423,0.009241613007183484,7.777678099781977,7.227718,0,0.036737,0,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -29,61,76,Accession,63,76,xxTVTASLGEETAFL,,,14,1593.8483,SecB WT apo,10.020000000000001,1597.182253,0.028011,2.427884,0.038328,5.713614,0.012706,RVTVTASLGEETAFL,11.700000000000001,0.3160806830585158,0.005339656802794577,3.698143991784635,7.681216,0,0.046195,0,29,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,SecB his dimer apo,10.020000000000001,1040.539191,0.026254,2.42588,0.034865,5.900452,0.004939,ASLGEETAFL,7.2,0.5029867612146093,0.00783546468816537,3.6215046807451867,4.82295,0.0,0.028983,0.0,29.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaC,10.020000000000001,1040.539191,0.026254,2.42588,0.034865,5.900452,0.004939,ASLGEETAFL,7.2,0.5029867612146093,0.00783546468816537,3.6215046807451867,4.82295,0.0,0.028983,0.0,29.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaN,10.020000000000001,877.117366,0.019744,1.147822,0.02289,4.107321,0.002195,VARGTFPQ,4.5,0.40036582647728425,0.008372425192022968,1.8016462191477791,2.866933,0.0,0.018046,0.0,29.0 -92,61,76,Accession,63,76,xxTVTASLGEETAFL,,,14,1593.8483,SecB WT apo,30.0,1597.740881,0.061384,2.986513,0.066726,5.707702,0.007447,RVTVTASLGEETAFL,11.700000000000001,0.38880731904948385,0.008996108014935743,4.549045632878961,7.681216,0,0.046195,0,29,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,30.0,1393.662721,0.033826,2.096154,0.036029,5.503299,0.008571,IASMVARGTFPQL,9.0,0.3347474415500606,0.006727832155455805,3.0127269739505453,6.261897,0.0,0.065228,0.0,39.0,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,dimer_deltaC,60.0,1677.076644,0.028483,3.230607,0.034464,5.134156,0.005724,TKDISFEAPNAPHVF,9.9,0.6136538347203166,0.009731102912850242,6.075172963731135,5.264543,0.0,0.061768,0.0,2.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaN,60.0,928.048919,0.035058,3.102559,0.045677,5.303145,0.005427,ASLGEETAF,6.3,0.6875300269289476,0.011580257290562987,4.33143916965237,4.512616,0.0,0.036923,0.0,14.0 -155,61,76,Accession,63,76,xxTVTASLGEETAFL,,,14,1593.8483,SecB WT apo,60.0,1598.236181,0.024065,3.481813,0.035547,5.710962,0.010948,RVTVTASLGEETAFL,11.700000000000001,0.45328929690299036,0.005371028800760179,5.303484773764987,7.681216,0,0.046195,0,29,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,60.0,2059.356722,0.094375,9.314021,0.094713,4.496623,0.007513,MNYLQQQAGEGTEEHQDA,14.4,0.98317387317909,0.010000901138087995,14.157703773778897,9.473422,0.0,0.002415,0.0,49.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaC,300.0,1761.327218,0.059999,5.550497,0.062394,5.607937,0.015669,LDLDTASSQLADDVYE,12.6,0.6309283626237858,0.007347288729393858,7.9496973690597015,8.797349,0.0,0.026752,0.0,20.0,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,dimer_deltaN,300.0,1648.546113,0.016543,6.969403,0.019712,3.474339,0.011919,LQQQAGEGTEEHQDA,11.700000000000001,0.9797085953669168,0.005223303935456145,11.462590565792928,7.113751,0.0,0.03215,0.0,38.0 -218,61,76,Accession,63,76,xxTVTASLGEETAFL,,,14,1593.8483,SecB WT apo,300.0,1598.586932,0.055439,3.832563,0.061302,5.702765,0.001351,RVTVTASLGEETAFL,11.700000000000001,0.4989526397903665,0.008526249150634477,5.837745885547289,7.681216,0,0.046195,0,29,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,600.0,1462.179174,0.014611,4.588327,0.018466,5.25551,0.007266,ISFEAPNAPHVFQ,8.1,0.8251067410264796,0.00584632800848946,6.683364602314485,5.560889,0.0,0.032429,0.0,6.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaC,600.0,871.259333,0.002913,1.246326,0.014143,6.44182,0.008279,YCPNILF,3.6,0.6626746443309083,0.014461151555769741,2.3856287195912698,1.880751,0.0,0.035057,0.0,38.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaN,6000.00048,1632.887898,0.057036,6.79002,0.058275,5.863025,0.008071,GAYCPNILFPAAREC,9.9,1.2999012728848478,0.026429506621438302,12.869022601559994,5.223489,0.0,0.096278,0.0,23.0 -281,61,76,Accession,63,76,xxTVTASLGEETAFL,,,14,1593.8483,SecB WT apo,600.0,1598.875779,0.060867,4.121411,0.066251,5.717372,0.011094,RVTVTASLGEETAFL,11.700000000000001,0.5365571024171173,0.009208932593196035,6.277718098280273,7.681216,0,0.046195,0,29,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,6000.00048,1161.972993,0.017672,3.733378,0.024979,4.111714,0.002711,QPEVKLDLDT,7.2,1.0784480701691546,0.0072220142013354515,7.764826105217913,3.461806,0.0,0.000977,0.0,16.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -344,61,76,Accession,63,76,xxTVTASLGEETAFL,,,14,1593.8483,SecB WT apo,6000.00048,1599.868301,0.015127,5.113932,0.03022,5.714458,0.002869,RVTVTASLGEETAFL,11.700000000000001,0.6657711487347837,0.005613396146114407,7.78952244019697,7.681216,0,0.046195,0,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -30,62,69,Accession,64,69,xxVTASL,,,6,690.4032,SecB WT apo,10.020000000000001,691.366,0.033612,0.612599,0.034736,4.939721,0.012611,VTVTASL,4.5,0.1871461028119924,0.010696463990269144,0.8421574626539658,3.273373,0,0.023509,0,30,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,10.020000000000001,1094.391404,0.017863,0.170328,0.022304,5.731843,0.003278,LCEVQQGGIF,7.2,0.06944093944709963,0.009121839852346644,0.49997476401911733,2.452847,0.0,0.025554,0.0,30.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaC,10.020000000000001,1094.391404,0.017863,0.170328,0.022304,5.731843,0.003278,LCEVQQGGIF,7.2,0.06944093944709963,0.009121839852346644,0.49997476401911733,2.452847,0.0,0.025554,0.0,30.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaN,10.020000000000001,990.928025,0.025471,1.852764,0.031957,5.208857,0.001806,VARGTFPQL,5.4,0.476731975859314,0.008312305983511964,2.574352669640296,3.886385,0.0,0.009917,0.0,30.0 -93,62,69,Accession,64,69,xxVTASL,,,6,690.4032,SecB WT apo,30.0,691.8504,0.031472,1.097,0.03267,4.933825,0.008732,VTVTASL,4.5,0.3351283217647363,0.01026664220409248,1.5080774479413133,3.273373,0,0.023509,0,30,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,30.0,2153.057653,0.064908,5.568475,0.066879,6.000536,0.009708,IASMVARGTFPQLNLAPVNF,14.4,0.5370219906598163,0.0077574753235794104,7.733116665501354,10.369175,0.0,0.083226,0.0,40.0,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,dimer_deltaC,60.0,1805.930059,0.081511,4.057584,0.082176,4.953817,0.002463,TKDISFEAPNAPHVFQ,10.8,0.6422361860744868,0.013511887151808304,6.936150809604459,6.3179,0.0,0.036001,0.0,3.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaN,60.0,1041.15985,0.058317,3.046539,0.062667,5.910941,0.006834,ASLGEETAFL,7.2,0.6316754268653003,0.013536637127146553,4.548063073430162,4.82295,0.0,0.028983,0.0,15.0 -156,62,69,Accession,64,69,xxVTASL,,,6,690.4032,SecB WT apo,60.0,692.18478,0.015906,1.431379,0.018161,4.937261,0.01316,VTVTASL,4.5,0.43727952787537505,0.006375273035915772,1.9677578754391878,3.273373,0,0.023509,0,30,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,60.0,1927.529033,0.104622,8.636485,0.104822,4.265528,0.004858,NYLQQQAGEGTEEHQDA,13.5,0.9740844475668938,0.01499536950897467,13.150140042153067,8.866259,0.0,0.083961,0.0,50.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaC,300.0,952.547893,0.005895,2.613848,0.013557,4.83126,0.014278,DLDTASSQL,6.3,0.5740148945103943,0.0039715881610718285,3.616293835415484,4.553624,0.0,0.020853,0.0,21.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaN,600.0,1390.396595,0.018467,3.830065,0.022289,4.687205,0.003208,QKDWQPEVKLD,7.2,0.8434395718835052,0.01673779542828841,6.072764917561237,4.541007,0.0,0.086153,0.0,0.0 -219,62,69,Accession,64,69,xxVTASL,,,6,690.4032,SecB WT apo,300.0,692.432035,0.033904,1.678634,0.035019,4.929584,0.002846,VTVTASL,4.5,0.5128147632426857,0.011314349856351711,2.3076664345920856,3.273373,0,0.023509,0,30,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,600.0,1590.826511,0.004038,5.129863,0.017493,4.851965,0.005186,ISFEAPNAPHVFQK,9.0,0.8246921348473564,0.008963677565475421,7.422229213626207,6.220337,0.0,0.064196,0.0,7.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaC,600.0,1395.732933,0.053717,4.166366,0.05513,5.506715,0.005173,IASMVARGTFPQL,9.0,0.6653520490675588,0.01120474490253714,5.98816844160803,6.261897,0.0,0.065228,0.0,39.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaN,6000.00048,872.180259,0.01905,2.167251,0.023547,6.442795,0.007063,YCPNILF,3.6,1.1523327649433657,0.02486188481993193,4.148397953796117,1.880751,0.0,0.035057,0.0,24.0 -282,62,69,Accession,64,69,xxVTASL,,,6,690.4032,SecB WT apo,600.0,692.469232,0.022119,1.715831,0.023792,4.942131,0.007239,VTVTASL,4.5,0.5241782711594433,0.008185411245257047,2.3588022202174947,3.273373,0,0.023509,0,30,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,6000.00048,1067.991769,0.026987,4.911472,0.027699,5.212586,0.00585,LDLDTASSQL,7.2,0.8716644866795986,0.0072050286032986745,6.27598430409311,5.63459,0.0,0.03405,0.0,17.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -345,62,69,Accession,64,69,xxVTASL,,,6,690.4032,SecB WT apo,6000.00048,692.821918,0.023284,2.068517,0.024879,4.942763,0.002542,VTVTASL,4.5,0.6319221793544457,0.008852308485833751,2.8436498070950056,3.273373,0,0.023509,0,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -31,64,76,Accession,66,76,xxASLGEETAFL,,,11,1237.6311,SecB WT apo,10.020000000000001,1240.85308,0.044321,2.555359,0.054108,5.933431,0.011427,VTASLGEETAFL,9.0,0.4316872003215153,0.011861861866664925,3.8851848028936375,5.919469,0,0.103664,0,31,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,SecB his dimer apo,10.020000000000001,981.212183,0.021051,0.186187,0.024975,5.505962,0.002151,CEVQQGGIF,6.3,0.08290844611955146,0.011325787624033462,0.5223232105531742,2.245694,0.0,0.058034,0.0,31.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaC,10.020000000000001,981.212183,0.021051,0.186187,0.024975,5.505962,0.002151,CEVQQGGIF,6.3,0.08290844611955146,0.011325787624033462,0.5223232105531742,2.245694,0.0,0.058034,0.0,31.0,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,dimer_deltaN,10.020000000000001,1750.712047,0.024146,5.703015,0.025209,5.87031,0.005067,VARGTFPQLNLAPVNF,10.8,0.6906269466594718,0.0036680772097907187,7.458771023922296,8.257736,0.0,0.024315,0.0,31.0 -94,64,76,Accession,66,76,xxASLGEETAFL,,,11,1237.6311,SecB WT apo,30.0,1241.239821,0.052534,2.9421,0.061017,5.929581,0.009534,VTASLGEETAFL,9.0,0.4970209321140122,0.013491172848984836,4.4731883890261095,5.919469,0,0.103664,0,31,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,30.0,1209.720806,0.032203,2.346507,0.034456,5.373567,0.009172,SMVARGTFPQL,7.2,0.4404479209662533,0.006730278963230283,3.171225030957024,5.327547,0.0,0.022525,0.0,41.0,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,dimer_deltaC,60.0,1934.692446,0.04175,4.569407,0.044432,4.62511,0.007523,TKDISFEAPNAPHVFQK,11.700000000000001,0.670766703634574,0.007425665176848061,7.847970432524517,6.812215,0.0,0.036048,0.0,4.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaN,60.0,1094.523658,0.045139,0.302582,0.047073,5.743076,0.007396,LCEVQQGGIF,7.2,0.12335950835906194,0.019234152248297737,0.888188460185246,2.452847,0.0,0.025554,0.0,16.0 -157,64,76,Accession,66,76,xxASLGEETAFL,,,11,1237.6311,SecB WT apo,60.0,1241.653231,0.073917,3.35551,0.080168,5.934974,0.012111,VTASLGEETAFL,9.0,0.5668599666625503,0.016791736595889877,5.101739699962953,5.919469,0,0.103664,0,31,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,60.0,1812.246517,0.100283,7.476124,0.101085,3.835197,0.003862,YLQQQAGEGTEEHQDA,12.6,1.0077972231306387,0.014190100220224102,12.698245011446048,7.418282,0.0,0.029146,0.0,51.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaC,300.0,723.461794,0.013413,1.765501,0.020402,4.220186,0.015203,DTASSQL,4.5,0.5515148296646398,0.006472909339510744,2.4818167334908794,3.201185,0.0,0.006567,0.0,22.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaN,600.0,904.399197,0.018624,2.477038,0.020616,4.509881,0.00312,DWQPEVK,3.6,0.8930755796429481,0.010777632875053003,3.2150720867146134,2.773604,0.0,0.024238,0.0,1.0 -220,64,76,Accession,66,76,xxASLGEETAFL,,,11,1237.6311,SecB WT apo,300.0,1241.905839,0.047012,3.608118,0.056333,5.923419,0.002155,VTASLGEETAFL,9.0,0.6095340646264048,0.014300616814633134,5.485806581637643,5.919469,0,0.103664,0,31,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,600.0,2476.461423,0.055982,7.715918,0.060196,5.016296,0.009472,ISFEAPNAPHVFQKDWQPEVK,14.4,0.7689985829784801,0.007449531913029506,11.073579594890115,10.033722,0.0,0.057622,0.0,8.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaC,600.0,2154.946697,0.091167,7.457519,0.09258,5.999662,0.008303,IASMVARGTFPQLNLAPVNF,14.4,0.7192008043069964,0.010631932931958807,10.356491582020748,10.369175,0.0,0.083226,0.0,40.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaN,6000.00048,1396.861197,0.078851,5.294629,0.079821,5.506114,0.007206,IASMVARGTFPQL,9.0,0.8455311545367161,0.015493944865262222,7.609780390830445,6.261897,0.0,0.065228,0.0,25.0 -283,64,76,Accession,66,76,xxASLGEETAFL,,,11,1237.6311,SecB WT apo,600.0,1242.125192,0.100593,3.827471,0.105272,5.937995,0.010016,VTASLGEETAFL,9.0,0.646590260038527,0.02108292107855547,5.819312340346744,5.919469,0,0.103664,0,31,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,6000.00048,1370.624211,0.022885,6.297878,0.025755,5.027095,0.006761,LDLDTASSQLADD,9.9,0.9062425173826956,0.010428888871061638,8.971800922088686,6.94944,0.0,0.074753,0.0,18.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -346,64,76,Accession,66,76,xxASLGEETAFL,,,11,1237.6311,SecB WT apo,6000.00048,1242.95507,0.065291,4.657349,0.072293,5.938012,0.00348,VTASLGEETAFL,9.0,0.7867849295266179,0.01841189118356526,7.081064365739562,5.919469,0,0.103664,0,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -32,66,75,Accession,68,75,xxLGEETAF,,,8,924.4309,SecB WT apo,10.020000000000001,927.475,0.021243,2.505723,0.028504,5.298938,0.010255,ASLGEETAF,6.3,0.5552706013540705,0.007780751601905846,3.4982047885306438,4.512616,0,0.036923,0,32,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,SecB his dimer apo,10.020000000000001,748.947644,0.019919,0.163171,0.021914,5.402646,0.002178,VQQGGIF,4.5,0.1101147434889498,0.014890587260341141,0.4955163457002741,1.481827,0.0,0.023424,0.0,32.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaC,10.020000000000001,748.947644,0.019919,0.163171,0.021914,5.402646,0.002178,VQQGGIF,4.5,0.1101147434889498,0.014890587260341141,0.4955163457002741,1.481827,0.0,0.023424,0.0,32.0,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,dimer_deltaN,10.020000000000001,777.583545,0.006802,2.781879,0.013156,5.489735,0.002514,NLAPVNF,3.6,1.026723656860082,0.00890178755762424,3.6962051646962952,2.709472,0.0,0.019689,0.0,32.0 -95,66,75,Accession,68,75,xxLGEETAF,,,8,924.4309,SecB WT apo,30.0,927.814206,0.052246,2.84493,0.055595,5.293805,0.00883,ASLGEETAF,6.3,0.6304391953580806,0.013356225302172273,3.9717669307559076,4.512616,0,0.036923,0,32,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,30.0,1122.522078,0.020916,2.199164,0.024076,5.325414,0.006975,MVARGTFPQL,6.3,0.4596632230377147,0.005861636896420754,2.8958783051376025,4.784294,0.0,0.031285,0.0,42.0,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,dimer_deltaC,60.0,1332.686148,0.035435,3.26738,0.036722,5.494535,0.008577,ISFEAPNAPHVF,7.2,0.7079008317463207,0.00797559914404571,5.096885988573509,4.61559,0.0,0.003636,0.0,5.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaN,60.0,981.329524,0.028662,0.303528,0.031656,5.517115,0.00801,CEVQQGGIF,6.3,0.1351599995368915,0.014522602441074254,0.8515079970824164,2.245694,0.0,0.058034,0.0,17.0 -158,66,75,Accession,68,75,xxLGEETAF,,,8,924.4309,SecB WT apo,60.0,928.086892,0.034027,3.117615,0.038975,5.3006,0.010574,ASLGEETAF,6.3,0.6908664508568865,0.010322306162009368,4.3524586403983845,4.512616,0,0.036923,0,32,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,60.0,1648.629587,0.062091,7.052877,0.06301,3.468627,0.00441,LQQQAGEGTEEHQDA,11.700000000000001,0.9914427704877496,0.009926340446165532,11.599880414706671,7.113751,0.0,0.03215,0.0,52.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaC,300.0,848.932887,0.016516,1.977721,0.024896,4.629619,0.012764,RVTVTASL,5.4,0.5236483901365464,0.0077751638592490945,2.827701306737351,3.776811,0.0,0.029739,0.0,23.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaN,600.0,1161.563616,0.029365,3.324001,0.034263,4.102315,0.00316,QPEVKLDLDT,7.2,0.9601927433253047,0.009901144120709669,6.913387751942194,3.461806,0.0,0.000977,0.0,2.0 -221,66,75,Accession,68,75,xxLGEETAF,,,8,924.4309,SecB WT apo,300.0,928.325273,0.028874,3.355997,0.034568,5.288507,0.003759,ASLGEETAF,6.3,0.7436921289114783,0.00978302879253631,4.685260412142313,4.512616,0,0.036923,0,32,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,600.0,2590.834973,0.038334,8.9228,0.040298,5.310351,0.006322,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.8281627304310265,0.004073768966676516,12.670889775594706,10.774211,0.0,0.021003,0.0,9.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaC,600.0,1211.498285,0.027981,4.123986,0.030546,5.375842,0.007318,SMVARGTFPQL,7.2,0.7740872112437488,0.0066019489336817255,5.573427920954991,5.327547,0.0,0.022525,0.0,41.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaN,6000.00048,2156.006888,0.120873,8.51771,0.121943,5.999033,0.00705,IASMVARGTFPQLNLAPVNF,14.4,0.8214452933815852,0.013482237774121872,11.828812224694827,10.369175,0.0,0.083226,0.0,26.0 -284,66,75,Accession,68,75,xxLGEETAF,,,8,924.4309,SecB WT apo,600.0,928.403809,0.030546,3.434533,0.035977,5.302058,0.007228,ASLGEETAF,6.3,0.761095781249723,0.010116425751713645,4.794903421873255,4.512616,0,0.036923,0,32,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,6000.00048,1634.003149,0.031416,7.371307,0.048074,5.652991,0.008021,LDLDTASSQLADDVY,11.700000000000001,0.8758614625718789,0.007474048281591363,10.247579112090984,8.416065,0.0,0.046315,0.0,19.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -347,66,75,Accession,68,75,xxLGEETAF,,,8,924.4309,SecB WT apo,6000.00048,929.11332,0.063138,4.144044,0.065936,5.302276,0.00296,ASLGEETAF,6.3,0.9183240940509895,0.016430271916061875,5.785441792521233,4.512616,0,0.036923,0,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -33,66,76,Accession,68,76,xxLGEETAFL,,,9,1037.515,SecB WT apo,10.020000000000001,1040.665303,0.022772,2.49515,0.023542,5.899014,0.011144,ASLGEETAFL,7.2,0.5173493401341503,0.005787240672182436,3.7249152489658828,4.82295,0,0.028983,0,33,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,10.020000000000001,879.426924,0.021415,3.523403,0.029276,4.537827,0.001392,SIAGIEGTQ,6.3,0.7466828546004115,0.00800275704687903,4.704101983982592,4.718741,0.0,0.031945,0.0,33.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaC,10.020000000000001,879.426924,0.021415,3.523403,0.029276,4.537827,0.001392,SIAGIEGTQ,6.3,0.7466828546004115,0.00800275704687903,4.704101983982592,4.718741,0.0,0.031945,0.0,33.0,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,dimer_deltaN,10.020000000000001,2206.780704,0.045304,9.518553,0.046365,5.002314,0.002671,FMNYLQQQAGEGTEEHQDA,15.3,1.0076906317529242,0.008522332557256913,15.417666665819741,9.445908,0.0,0.065306,0.0,33.0 -96,66,76,Accession,68,76,xxLGEETAFL,,,9,1037.515,SecB WT apo,30.0,1040.905853,0.041942,2.7357,0.042365,5.897067,0.009713,ASLGEETAFL,7.2,0.5672254533014027,0.009422235035593992,4.0840232637701,4.82295,0,0.028983,0,33,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,SecB his dimer apo,30.0,877.610671,0.007673,1.641127,0.013892,4.094517,0.007257,VARGTFPQ,4.5,0.5724329797731583,0.0060384464286953685,2.5759484089792126,2.866933,0.0,0.018046,0.0,43.0,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,dimer_deltaC,60.0,1461.526187,0.043461,3.93534,0.044904,5.260326,0.006187,ISFEAPNAPHVFQ,8.1,0.7076818113075085,0.00906844406862051,5.732222671590819,5.560889,0.0,0.032429,0.0,6.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaN,60.0,749.024668,0.027826,0.240195,0.029287,5.412087,0.007516,VQQGGIF,4.5,0.16209382066867453,0.01992951691585831,0.7294221930090354,1.481827,0.0,0.023424,0.0,18.0 -159,66,76,Accession,68,76,xxLGEETAFL,,,9,1037.515,SecB WT apo,60.0,1041.129958,0.01136,2.959804,0.012833,5.902895,0.012169,ASLGEETAFL,7.2,0.6136916202738988,0.004547600446981816,4.4185796659720715,4.82295,0,0.028983,0,33,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,300.0,1204.779643,0.016999,4.377735,0.024484,5.52605,0.014663,MTFQIQRIY,6.3,0.8628799227342611,0.005908406418910734,5.436143513225844,5.0734,0.0,0.020042,0.0,0.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaC,300.0,1485.8572,0.0696,4.243076,0.078158,5.269738,0.016869,RVTVTASLGEETAF,10.8,0.5870561081658139,0.011217778684874502,6.340205968190791,7.227718,0.0,0.036737,0.0,24.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaN,600.0,1066.797389,0.010572,3.717092,0.012277,5.211716,0.007053,LDLDTASSQL,7.2,0.6596916545835633,0.004543117929630306,4.749779913001656,5.63459,0.0,0.03405,0.0,3.0 -222,66,76,Accession,68,76,xxLGEETAFL,,,9,1037.515,SecB WT apo,300.0,1041.364746,0.041903,3.194593,0.042327,5.890946,0.001535,ASLGEETAFL,7.2,0.662373236297287,0.009636655140211833,4.769087301340466,4.82295,0,0.028983,0,33,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,SecB his dimer apo,600.0,985.02796,0.01869,3.012099,0.022854,4.853031,0.004776,EAPNAPHVF,4.5,1.016932449139856,0.009927251696057944,4.576196021129352,2.961946,0.0,0.018193,0.0,10.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaC,600.0,1124.310082,0.016821,3.987167,0.020618,5.329775,0.007063,MVARGTFPQL,6.3,0.8333867024058303,0.006947669851284191,5.250336225156731,4.784294,0.0,0.031285,0.0,42.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaN,6000.00048,1212.84935,0.04893,5.475051,0.050441,5.375302,0.007304,SMVARGTFPQL,7.2,1.0276870387065566,0.010417390904532154,7.399346678687208,5.327547,0.0,0.022525,0.0,27.0 -285,66,76,Accession,68,76,xxLGEETAFL,,,9,1037.515,SecB WT apo,600.0,1041.498377,0.018604,3.328224,0.019538,5.905404,0.009034,ASLGEETAFL,7.2,0.6900805523590334,0.005797267027746627,4.9685799769850405,4.82295,0,0.028983,0,33,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,6000.00048,1763.716546,0.036301,7.939825,0.040136,5.594438,0.007921,LDLDTASSQLADDVYE,12.6,0.9025247264829438,0.005324163924318604,11.371811553685092,8.797349,0.0,0.026752,0.0,20.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -348,66,76,Accession,68,76,xxLGEETAFL,,,9,1037.515,SecB WT apo,6000.00048,1042.100866,0.022963,3.930713,0.023726,5.906348,0.002697,ASLGEETAFL,7.2,0.8150018142423207,0.006941727883834274,5.8680130625447084,4.82295,0,0.028983,0,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -34,75,85,Accession,77,85,xxEVQQGGIF,,,9,1093.5347,SecB WT apo,10.020000000000001,1094.440682,0.021012,0.206786,0.023352,5.73381,0.012388,LCEVQQGGIF,7.2,0.08430448372849998,0.009560792700702135,0.6069922828451999,2.452847,0,0.025554,0,34,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,SecB his dimer apo,10.020000000000001,851.528733,0.02009,0.566388,0.029437,5.69938,0.00338,GAYCPNIL,4.5,0.17270980844173664,0.00906177680086335,0.7771941379878149,3.27942,0.0,0.02358,0.0,34.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaC,10.020000000000001,851.528733,0.02009,0.566388,0.029437,5.69938,0.00338,GAYCPNIL,4.5,0.17270980844173664,0.00906177680086335,0.7771941379878149,3.27942,0.0,0.02358,0.0,34.0,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,dimer_deltaN,10.020000000000001,1606.625142,0.01586,7.985907,0.016481,4.736944,0.001115,MNYLQQQAGEGTEE,10.8,1.005120181603393,0.009717383296866148,10.855297961316646,7.945226,0.0,0.075043,0.0,34.0 -97,75,85,Accession,77,85,xxEVQQGGIF,,,9,1093.5347,SecB WT apo,30.0,1094.439261,0.027072,0.205364,0.028926,5.729263,0.007869,LCEVQQGGIF,7.2,0.0837247492403725,0.011825040809262777,0.602818194530682,2.452847,0,0.025554,0,34,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,SecB his dimer apo,30.0,991.372379,0.012677,2.297117,0.02309,5.207153,0.005483,VARGTFPQL,5.4,0.591067791791086,0.006129706325735941,3.1917660756718647,3.886385,0.0,0.009917,0.0,44.0,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,dimer_deltaC,60.0,1590.236601,0.034226,4.539953,0.038225,4.854696,0.005213,ISFEAPNAPHVFQK,9.0,0.7298564370387006,0.009721091373548806,6.568707933348305,6.220337,0.0,0.064196,0.0,7.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaN,60.0,880.392415,0.047309,4.488893,0.051348,4.544339,0.007431,SIAGIEGTQ,6.3,0.9512903971631417,0.012644607907667258,5.993129502127792,4.718741,0.0,0.031945,0.0,19.0 -160,75,85,Accession,77,85,xxEVQQGGIF,,,9,1093.5347,SecB WT apo,60.0,1094.430902,0.017266,0.197006,0.020049,5.735534,0.01114,LCEVQQGGIF,7.2,0.08031728028694818,0.008216484888887812,0.5782844180660269,2.452847,0,0.025554,0,34,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,SecB his dimer apo,300.0,971.16204,0.035894,3.103335,0.037851,5.153615,0.013983,FQIQRIY,4.5,0.8519780063505729,0.010945533039175146,3.8339010285775776,3.642506,0.0,0.0147,0.0,1.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaC,300.0,1598.892891,0.041146,4.171964,0.074867,5.726139,0.015627,RVTVTASLGEETAFL,11.700000000000001,0.5431384822403119,0.0102795468368335,6.35472024221165,7.681216,0.0,0.046195,0.0,25.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaN,600.0,1369.571277,0.012341,5.244944,0.017086,5.029031,0.008783,LDLDTASSQLADD,9.9,0.7547290141363909,0.008482513261277766,7.471817239950271,6.94944,0.0,0.074753,0.0,4.0 -223,75,85,Accession,77,85,xxEVQQGGIF,,,9,1093.5347,SecB WT apo,300.0,1094.464074,0.012419,0.230177,0.016064,5.724709,0.001019,LCEVQQGGIF,7.2,0.09384074913763475,0.006621692665700025,0.6756533937909702,2.452847,0,0.025554,0,34,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,600.0,1242.585274,0.01029,4.247328,0.021211,4.053595,0.005054,EAPNAPHVFQK,6.3,0.9827760225796585,0.006147775821144883,6.191488942251848,4.321766,0.0,0.016281,0.0,11.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaC,600.0,879.053956,0.020518,3.084413,0.023561,4.099621,0.001878,VARGTFPQ,4.5,1.0758580685352606,0.010648893586375564,4.841361308408673,2.866933,0.0,0.018046,0.0,43.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaN,6000.00048,1124.874182,0.012636,4.551268,0.017373,5.330215,0.006189,MVARGTFPQL,6.3,0.9512935450873212,0.007202915543404848,5.993149334050123,4.784294,0.0,0.031285,0.0,28.0 -286,75,85,Accession,77,85,xxEVQQGGIF,,,9,1093.5347,SecB WT apo,600.0,1094.532761,0.02633,0.298865,0.028233,5.737679,0.008772,LCEVQQGGIF,7.2,0.12184412643756418,0.011580081892079,0.8772777103504621,2.452847,0,0.025554,0,34,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,SecB his dimer apo,6000.00048,954.063903,0.009972,4.129858,0.015763,4.823119,0.007136,DLDTASSQL,6.3,0.9069387371465012,0.005406711204380036,5.713714044022957,4.553624,0.0,0.020853,0.0,21.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -349,75,85,Accession,77,85,xxEVQQGGIF,,,9,1093.5347,SecB WT apo,6000.00048,1095.012668,0.014059,0.778771,0.017363,5.737707,0.002436,LCEVQQGGIF,7.2,0.3174967700798296,0.007813394872795473,2.285976744574773,2.452847,0,0.025554,0,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -35,76,85,Accession,78,85,xxVQQGGIF,,,8,980.4506,SecB WT apo,10.020000000000001,981.2888,0.027091,0.220227,0.027334,5.50864,0.011003,CEVQQGGIF,6.3,0.09806634385628675,0.012432767693253122,0.6178179662946065,2.245694,0,0.058034,0,35,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,SecB his dimer apo,10.020000000000001,998.724217,0.035334,0.584612,0.042063,6.38912,0.009469,GAYCPNILF,5.4,0.17516789825009482,0.01267560312299054,0.9459066505505122,3.337438,0.0,0.025744,0.0,35.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaC,10.020000000000001,998.724217,0.035334,0.584612,0.042063,6.38912,0.009469,GAYCPNILF,5.4,0.17516789825009482,0.01267560312299054,0.9459066505505122,3.337438,0.0,0.025744,0.0,35.0,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,dimer_deltaN,10.020000000000001,2059.205767,0.071835,9.163066,0.072278,4.490754,0.002809,MNYLQQQAGEGTEEHQDA,14.4,0.9672392932564391,0.0076335389388488386,13.928245822892723,9.473422,0.0,0.002415,0.0,35.0 -98,76,85,Accession,78,85,xxVQQGGIF,,,8,980.4506,SecB WT apo,30.0,981.267031,0.017382,0.198458,0.017759,5.504968,0.008503,CEVQQGGIF,6.3,0.08837268122905437,0.008231183195522048,0.5567478917430425,2.245694,0,0.058034,0,35,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,30.0,1751.096849,0.025046,6.087817,0.026073,5.873639,0.008299,VARGTFPQLNLAPVNF,10.8,0.7372259176122851,0.0038316363539171623,7.962039910212679,8.257736,0.0,0.024315,0.0,45.0,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,dimer_deltaC,60.0,2475.393268,0.078326,6.647763,0.081391,5.020757,0.005666,ISFEAPNAPHVFQKDWQPEVK,14.4,0.6625420756126192,0.008959768166971515,9.540605888821718,10.033722,0.0,0.057622,0.0,8.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaN,60.0,852.72019,0.014496,1.757846,0.025943,5.711674,0.007546,GAYCPNIL,4.5,0.5360234431698289,0.008799781443320158,2.41210549426423,3.27942,0.0,0.02358,0.0,20.0 -161,76,85,Accession,78,85,xxVQQGGIF,,,8,980.4506,SecB WT apo,60.0,981.280107,0.03485,0.211534,0.03504,5.512583,0.011892,CEVQQGGIF,6.3,0.09419538013638547,0.015791933015087363,0.5934308948592284,2.245694,0,0.058034,0,35,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,300.0,1677.537365,0.018243,3.691328,0.026632,5.14227,0.015137,TKDISFEAPNAPHVF,9.9,0.7011677936717394,0.009657601661627626,6.941561157350221,5.264543,0.0,0.061768,0.0,2.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaC,300.0,692.775434,0.017349,2.011368,0.029142,4.960855,0.013688,VTVTASL,4.5,0.6144634296183172,0.0099364721651371,2.7650854332824277,3.273373,0.0,0.023509,0.0,26.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaN,600.0,1632.363102,0.029001,5.73126,0.046532,5.654105,0.004907,LDLDTASSQLADDVY,11.700000000000001,0.6809904628825942,0.0066793574160039434,7.967588415726353,8.416065,0.0,0.046315,0.0,5.0 -224,76,85,Accession,78,85,xxVQQGGIF,,,8,980.4506,SecB WT apo,300.0,981.302503,0.009161,0.23393,0.009857,5.501113,0.004389,CEVQQGGIF,6.3,0.1041682437589449,0.005149025361870958,0.6562599356813529,2.245694,0,0.058034,0,35,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,600.0,2128.385939,0.051916,7.054853,0.05633,4.594005,0.004503,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.8559533371349534,0.007753440055725116,10.014654044478956,8.2421,0.0,0.035257,0.0,12.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaC,600.0,992.87587,0.001707,3.800609,0.019374,5.210611,0.007256,VARGTFPQL,5.4,0.9779291037815347,0.0055747866215560314,5.280817160420288,3.886385,0.0,0.009917,0.0,44.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaN,6000.00048,879.465196,0.026076,3.495653,0.028533,4.108567,0.002091,VARGTFPQ,4.5,1.2193005556809315,0.012568042605108487,5.486852500564192,2.866933,0.0,0.018046,0.0,29.0 -287,76,85,Accession,78,85,xxVQQGGIF,,,8,980.4506,SecB WT apo,600.0,981.359692,0.008343,0.291119,0.009102,5.515502,0.007909,CEVQQGGIF,6.3,0.12963431349061805,0.005258365283132613,0.8166961749908936,2.245694,0,0.058034,0,35,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,SecB his dimer apo,6000.00048,724.601407,0.036096,2.905114,0.039233,4.210498,0.006245,DTASSQL,4.5,0.907512061939563,0.012396366697591227,4.083804278728033,3.201185,0.0,0.006567,0.0,22.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -350,76,85,Accession,78,85,xxVQQGGIF,,,8,980.4506,SecB WT apo,6000.00048,981.843488,0.121699,0.774915,0.121753,5.513577,0.002135,CEVQQGGIF,6.3,0.34506704831557644,0.05494465913457017,2.1739224043881316,2.245694,0,0.058034,0,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -36,78,85,Accession,80,85,xxQGGIF,,,6,748.3988,SecB WT apo,10.020000000000001,749.05374,0.020349,0.246831,0.02481,5.407937,0.009775,VQQGGIF,4.5,0.16657207622752182,0.016948629097690026,0.7495743430238482,1.481827,0,0.023424,0,36,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,10.020000000000001,1523.953064,0.022672,1.233494,0.022918,5.722816,0.003713,GAYCPNILFPAARE,9.0,0.24190088937986196,0.0046513028333424146,2.1771080044187574,5.099171,0.0,0.025247,0.0,36.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaC,10.020000000000001,1523.953064,0.022672,1.233494,0.022918,5.722816,0.003713,GAYCPNILFPAARE,9.0,0.24190088937986196,0.0046513028333424146,2.1771080044187574,5.099171,0.0,0.025247,0.0,36.0,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,dimer_deltaN,10.020000000000001,1927.524429,0.098311,8.631881,0.098523,4.260606,0.003175,NYLQQQAGEGTEEHQDA,13.5,0.9735651755717942,0.014438716742947104,13.143129870219223,8.866259,0.0,0.083961,0.0,36.0 -99,78,85,Accession,80,85,xxQGGIF,,,6,748.3988,SecB WT apo,30.0,749.053994,0.007423,0.247085,0.016017,5.403757,0.00849,VQQGGIF,4.5,0.16674348625041924,0.011125687813479014,0.7503456881268866,1.481827,0,0.023424,0,36,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,SecB his dimer apo,30.0,777.590331,0.008782,2.788665,0.01428,5.491248,0.008892,NLAPVNF,3.6,1.0292282038714555,0.009149556867131611,3.70522153393724,2.709472,0.0,0.019689,0.0,46.0,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,dimer_deltaC,60.0,2589.757392,0.068358,7.845219,0.069479,5.316283,0.007468,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.7281478894371013,0.006603010178675963,11.14066270838765,10.774211,0.0,0.021003,0.0,9.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaN,60.0,1000.07765,0.031792,1.938045,0.039135,6.4038,0.007327,GAYCPNILF,5.4,0.5806984279558152,0.0125524870373971,3.135771510961402,3.337438,0.0,0.025744,0.0,21.0 -162,78,85,Accession,80,85,xxQGGIF,,,6,748.3988,SecB WT apo,60.0,749.059012,0.011359,0.252103,0.018179,5.411002,0.013625,VQQGGIF,4.5,0.17012984646655785,0.012559276679969946,0.7655843090995104,1.481827,0,0.023424,0,36,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,300.0,1806.414117,0.04941,4.541642,0.0505,4.959151,0.012972,TKDISFEAPNAPHVFQ,10.8,0.7188530999224426,0.008981623494929912,7.763613479162381,6.3179,0.0,0.036001,0.0,3.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaC,300.0,1242.321333,0.069607,4.014101,0.069765,5.9515,0.014447,VTASLGEETAFL,9.0,0.6781184258250191,0.01673108300018766,6.103065832425172,5.919469,0.0,0.103664,0.0,27.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaN,600.0,1761.641615,0.04907,5.864894,0.051972,5.597144,0.005828,LDLDTASSQLADDVYE,12.6,0.6666660604234298,0.0062458492507967475,8.399992361335215,8.797349,0.0,0.026752,0.0,6.0 -225,78,85,Accession,80,85,xxQGGIF,,,6,748.3988,SecB WT apo,300.0,749.045026,0.012396,0.238117,0.018844,5.398332,0.004651,VQQGGIF,4.5,0.16069149772544297,0.012967945202209358,0.7231117397644934,1.481827,0,0.023424,0,36,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,600.0,2242.690432,0.099259,8.212544,0.102365,5.02829,0.010021,EAPNAPHVFQKDWQPEVKL,12.6,0.9131283526363277,0.014038426944675709,11.50541724321773,8.993855,0.0,0.080943,0.0,13.0,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,dimer_deltaC,6000.00048,1205.453262,0.017184,5.051354,0.024612,5.515089,0.007345,MTFQIQRIY,6.3,0.9956545906098474,0.006245348967848931,6.2726239208420385,5.0734,0.0,0.020042,0.0,0.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaN,6000.00048,993.255781,0.016682,4.18052,0.02551,5.212518,0.006313,VARGTFPQL,5.4,1.0756834436114795,0.007114740279078214,5.808690595501989,3.886385,0.0,0.009917,0.0,30.0 -288,78,85,Accession,80,85,xxQGGIF,,,6,748.3988,SecB WT apo,600.0,749.114195,0.00755,0.307286,0.016076,5.41209,0.005881,VQQGGIF,4.5,0.20736968620493484,0.011333185077022407,0.9331635879222068,1.481827,0,0.023424,0,36,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,SecB his dimer apo,6000.00048,850.462452,0.004315,3.507286,0.019123,4.623359,0.006072,RVTVTASL,5.4,0.928636884397975,0.008894081335994508,5.014639175749065,3.776811,0.0,0.029739,0.0,23.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -351,78,85,Accession,80,85,xxQGGIF,,,6,748.3988,SecB WT apo,6000.00048,749.356596,0.001912,0.549687,0.014321,5.412461,0.002927,VQQGGIF,4.5,0.37095220967089954,0.011304227488656449,1.669284943519048,1.481827,0,0.023424,0,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -37,85,94,Accession,87,94,xxAGIEGTQ,,,8,875.4469,SecB WT apo,10.020000000000001,879.372107,0.011399,3.471194,0.013723,4.541664,0.009117,SIAGIEGTQ,6.3,0.7356186745574721,0.005766974288586313,4.634397649712074,4.718741,0,0.031945,0,37,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,10.020000000000001,1627.146432,0.026245,1.048553,0.028839,5.857665,0.003402,GAYCPNILFPAAREC,9.9,0.20073805075496476,0.006646151734613056,1.987306702474151,5.223489,0.0,0.096278,0.0,37.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaC,10.020000000000001,1627.146432,0.026245,1.048553,0.028839,5.857665,0.003402,GAYCPNILFPAAREC,9.9,0.20073805075496476,0.006646151734613056,1.987306702474151,5.223489,0.0,0.096278,0.0,37.0,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,dimer_deltaN,10.020000000000001,1812.230887,0.055673,7.460493,0.057106,3.832096,0.002619,YLQQQAGEGTEEHQDA,12.6,1.0056901314886655,0.008652866402712291,12.671695656757185,7.418282,0.0,0.029146,0.0,37.0 -100,85,94,Accession,87,94,xxAGIEGTQ,,,8,875.4469,SecB WT apo,30.0,879.691196,0.056331,3.790283,0.056847,4.539846,0.007409,SIAGIEGTQ,6.3,0.8032403134649688,0.013217466274977168,5.060413974829303,4.718741,0,0.031945,0,37,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,30.0,2206.743701,0.056221,9.48155,0.057079,4.996644,0.004153,FMNYLQQQAGEGTEEHQDA,15.3,1.0037732740992185,0.009201895723395508,15.357731093718042,9.445908,0.0,0.065306,0.0,47.0,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,dimer_deltaC,60.0,984.833836,0.009414,2.817975,0.016174,4.856428,0.00604,EAPNAPHVF,4.5,0.9513931043982571,0.00799792839900318,4.281268969792157,2.961946,0.0,0.018193,0.0,10.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaN,60.0,1525.563637,0.062083,2.844067,0.062173,5.733006,0.007317,GAYCPNILFPAARE,9.0,0.5577508579335739,0.01250158471916358,5.019757721402165,5.099171,0.0,0.025247,0.0,22.0 -163,85,94,Accession,87,94,xxAGIEGTQ,,,8,875.4469,SecB WT apo,60.0,879.95144,0.065367,4.050528,0.065812,4.543664,0.00983,SIAGIEGTQ,6.3,0.85839167693247,0.01510915746720219,5.407867564674561,4.718741,0,0.031945,0,37,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,300.0,1935.144736,0.030958,5.021697,0.03449,4.631088,0.012872,TKDISFEAPNAPHVFQK,11.700000000000001,0.7371606738777328,0.006391395576354009,8.624779884369474,6.812215,0.0,0.036048,0.0,4.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaC,300.0,928.455214,0.010532,3.508854,0.031116,5.310432,0.014147,ASLGEETAF,6.3,0.7775653855767918,0.009382052098482786,4.898661929133788,4.512616,0.0,0.036923,0.0,28.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaN,600.0,952.793782,0.005115,2.859737,0.013236,4.822143,0.004704,DLDTASSQL,6.3,0.6280134240332534,0.004089001102506556,3.9564845714094967,4.553624,0.0,0.020853,0.0,7.0 -226,85,94,Accession,87,94,xxAGIEGTQ,,,8,875.4469,SecB WT apo,300.0,880.261913,0.03558,4.361,0.036391,4.536374,0.004998,SIAGIEGTQ,6.3,0.9241871931517327,0.009930755727923705,5.8223793168559155,4.718741,0,0.031945,0,37,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,600.0,1390.396595,0.018467,3.830065,0.022289,4.687205,0.003208,QKDWQPEVKLD,7.2,0.8434395718835052,0.01673779542828841,6.072764917561237,4.541007,0.0,0.086153,0.0,14.0,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,dimer_deltaC,6000.00048,971.745853,0.020362,3.687148,0.023641,5.142194,0.005969,FQIQRIY,4.5,1.012255848034293,0.007668933997575466,4.555151316154318,3.642506,0.0,0.0147,0.0,1.0,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,dimer_deltaN,6000.00048,1752.763773,0.070387,7.754741,0.070759,5.875567,0.007624,VARGTFPQLNLAPVNF,10.8,0.939088026064287,0.00900392420856064,10.1421506814943,8.257736,0.0,0.024315,0.0,31.0 -289,85,94,Accession,87,94,xxAGIEGTQ,,,8,875.4469,SecB WT apo,600.0,880.446989,0.025712,4.546077,0.026823,4.548367,0.005692,SIAGIEGTQ,6.3,0.9634088838527057,0.0086515704853404,6.069475968272046,4.718741,0,0.031945,0,37,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,6000.00048,1487.933006,0.064456,6.318883,0.073614,5.259236,0.005269,RVTVTASLGEETAF,10.8,0.8742569923176304,0.011112134927917969,9.441975517030409,7.227718,0.0,0.036737,0.0,24.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -352,85,94,Accession,87,94,xxAGIEGTQ,,,8,875.4469,SecB WT apo,6000.00048,880.632918,0.014608,4.732005,0.016486,4.551498,0.00085,SIAGIEGTQ,6.3,1.0028109192685084,0.007635085912690447,6.317708791391603,4.718741,0,0.031945,0,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -38,85,95,Accession,87,95,xxAGIEGTQM,,,9,1006.4874,SecB WT apo,10.020000000000001,1011.505917,0.045264,4.386399,0.050338,5.069829,0.010062,SIAGIEGTQM,7.2,0.7603854418675281,0.00926217890390323,5.474775181446202,5.768652,0,0.023558,0,38,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,SecB his dimer apo,10.020000000000001,870.146654,0.001867,0.133646,0.013965,6.432921,0.009821,YCPNILF,3.6,0.07105991170548359,0.007542440068950751,0.25581568213974093,1.880751,0.0,0.035057,0.0,38.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaC,10.020000000000001,870.146654,0.001867,0.133646,0.013965,6.432921,0.009821,YCPNILF,3.6,0.07105991170548359,0.007542440068950751,0.25581568213974093,1.880751,0.0,0.035057,0.0,38.0,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,dimer_deltaN,10.020000000000001,1648.599192,0.061463,7.022481,0.06239,3.464242,0.00217,LQQQAGEGTEEHQDA,11.700000000000001,0.9871699192170207,0.009839877947883198,11.549888054839142,7.113751,0.0,0.03215,0.0,38.0 -101,85,95,Accession,87,95,xxAGIEGTQM,,,9,1006.4874,SecB WT apo,30.0,1011.92494,0.077368,4.805422,0.080442,5.06676,0.008077,SIAGIEGTQM,7.2,0.8330233822390395,0.014353639937346237,5.997768352121084,5.768652,0,0.023558,0,38,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,30.0,1606.681284,0.040609,8.042048,0.040856,4.733813,0.005079,MNYLQQQAGEGTEE,10.8,1.0121861857674028,0.010855349375444053,10.931610806287951,7.945226,0.0,0.075043,0.0,48.0,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,dimer_deltaC,60.0,1242.388758,0.025718,4.050813,0.031709,4.066545,0.007012,EAPNAPHVFQK,6.3,0.9373050276206532,0.008142505406364043,5.905021674010115,4.321766,0.0,0.016281,0.0,11.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaN,60.0,1628.574736,0.086476,2.476857,0.087298,5.870132,0.006165,GAYCPNILFPAAREC,9.9,0.4741767427862871,0.018859914661400273,4.694349753584242,5.223489,0.0,0.096278,0.0,23.0 -164,85,95,Accession,87,95,xxAGIEGTQM,,,9,1006.4874,SecB WT apo,60.0,1012.076448,0.044605,4.956929,0.049746,5.073003,0.009464,SIAGIEGTQM,7.2,0.8592872303616165,0.009310155883922911,6.186868058603639,5.768652,0,0.023558,0,38,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,300.0,1333.109516,0.010917,3.690748,0.01456,5.498262,0.015238,ISFEAPNAPHVF,7.2,0.7996264832881603,0.003216804694101966,5.757310679674754,4.61559,0.0,0.003636,0.0,5.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaC,300.0,1041.630761,0.013582,3.517451,0.02666,5.915555,0.015116,ASLGEETAFL,7.2,0.7293152531127215,0.0070543818214231155,5.251069822411595,4.82295,0.0,0.028983,0.0,29.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaN,600.0,723.681705,0.043556,1.985412,0.046189,4.209094,0.006576,DTASSQL,4.5,0.6202115779000589,0.01448470706953156,2.790952100550265,3.201185,0.0,0.006567,0.0,8.0 -227,85,95,Accession,87,95,xxAGIEGTQM,,,9,1006.4874,SecB WT apo,300.0,1012.745771,0.009847,5.626253,0.024126,5.0623,0.001465,SIAGIEGTQM,7.2,0.9753150302705034,0.005775421039409497,7.022268217947625,5.768652,0,0.023558,0,38,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,SecB his dimer apo,600.0,904.399197,0.018624,2.477038,0.020616,4.509881,0.00312,DWQPEVK,3.6,0.8930755796429481,0.010777632875053003,3.2150720867146134,2.773604,0.0,0.024238,0.0,15.0,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,dimer_deltaC,6000.00048,1679.123991,0.093524,5.277954,0.095515,5.131612,0.00531,TKDISFEAPNAPHVF,9.9,1.002547419595585,0.02162250631957592,9.925219453996291,5.264543,0.0,0.061768,0.0,2.0,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,dimer_deltaN,6000.00048,777.574016,0.005834,2.772351,0.012682,5.496285,0.006924,NLAPVNF,3.6,1.0232071045576407,0.008785948346238368,3.6835455764075067,2.709472,0.0,0.019689,0.0,32.0 -290,85,95,Accession,87,95,xxAGIEGTQM,,,9,1006.4874,SecB WT apo,600.0,1012.719366,0.101544,5.599848,0.103906,5.074473,0.006025,SIAGIEGTQM,7.2,0.970737704406506,0.018443271817286923,6.989311471726843,5.768652,0,0.023558,0,38,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,6000.00048,1601.255344,0.106428,6.534417,0.123446,5.720146,0.009178,RVTVTASLGEETAFL,11.700000000000001,0.8507008525733426,0.016865846854616878,9.95319997510811,7.681216,0.0,0.046195,0.0,25.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -353,85,95,Accession,87,95,xxAGIEGTQM,,,9,1006.4874,SecB WT apo,6000.00048,1012.825544,0.01789,5.706026,0.028376,5.074358,0.001995,SIAGIEGTQM,7.2,0.9891437375664192,0.006365046135512538,7.121834910478218,5.768652,0,0.023558,0,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -39,99,107,Accession,101,107,xxYCpNIL,,,6,850.4128,SecB WT apo,10.020000000000001,851.255406,0.021287,0.332853,0.036994,5.702665,0.012379,GAYCPNIL,4.5,0.10149752090308653,0.011304235600954114,0.45673884406388937,3.27942,0,0.02358,0,39,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,10.020000000000001,1393.19596,0.040502,1.629393,0.042358,5.501969,0.002071,IASMVARGTFPQL,9.0,0.2602075696869495,0.007287243916587095,2.3418681271825457,6.261897,0.0,0.065228,0.0,39.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaC,10.020000000000001,1393.19596,0.040502,1.629393,0.042358,5.501969,0.002071,IASMVARGTFPQL,9.0,0.2602075696869495,0.007287243916587095,2.3418681271825457,6.261897,0.0,0.065228,0.0,39.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaN,30.0,1389.664316,0.017528,3.097785,0.021518,4.684426,0.004887,QKDWQPEVKLD,7.2,0.6821801860248179,0.013782668687165142,4.911697339378689,4.541007,0.0,0.086153,0.0,0.0 -102,99,107,Accession,101,107,xxYCpNIL,,,6,850.4128,SecB WT apo,30.0,851.47814,0.018036,0.555587,0.035224,5.69673,0.008156,GAYCPNIL,4.5,0.16941623823724927,0.010809779755003393,0.7623730720676217,3.27942,0,0.02358,0,39,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,30.0,2059.273265,0.03131,9.230564,0.032315,4.487322,0.005599,MNYLQQQAGEGTEEHQDA,14.4,0.9743642793491095,0.0034201537212170375,14.030845622627178,9.473422,0.0,0.002415,0.0,49.0,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,dimer_deltaC,60.0,2127.707913,0.072255,6.376827,0.075489,4.598918,0.007554,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.7736895936715157,0.009738572449282142,9.052168245956734,8.2421,0.0,0.035257,0.0,12.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaN,60.0,870.434764,0.017032,0.421757,0.021946,6.448149,0.006792,YCPNILF,3.6,0.22424924936900206,0.012394830156437686,0.8072972977284074,1.880751,0.0,0.035057,0.0,24.0 -165,99,107,Accession,101,107,xxYCpNIL,,,6,850.4128,SecB WT apo,60.0,851.6191,0.028474,0.696547,0.041547,5.703541,0.012326,GAYCPNIL,4.5,0.21239944868299884,0.012760727360233879,0.9557975190734948,3.27942,0,0.02358,0,39,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,300.0,1462.00462,0.019813,4.413773,0.022806,5.268622,0.016436,ISFEAPNAPHVFQ,8.1,0.7937171556562268,0.006184161041774409,6.429108960815437,5.560889,0.0,0.032429,0.0,6.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaC,300.0,1094.933602,0.030699,0.712526,0.033478,5.74714,0.014603,LCEVQQGGIF,7.2,0.29048937826126126,0.01398012384769905,2.091523523481081,2.452847,0.0,0.025554,0.0,30.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaN,600.0,849.157436,0.032877,2.202269,0.037788,4.619745,0.002409,RVTVTASL,5.4,0.5831027816853954,0.011008470132326111,3.1487550211011355,3.776811,0.0,0.029739,0.0,9.0 -228,99,107,Accession,101,107,xxYCpNIL,,,6,850.4128,SecB WT apo,300.0,851.920688,0.006377,0.998134,0.030921,5.692719,0.000276,GAYCPNIL,4.5,0.30436296662214657,0.009679444853552262,1.3696333497996596,3.27942,0,0.02358,0,39,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,600.0,1161.563616,0.029365,3.324001,0.034263,4.102315,0.00316,QPEVKLDLDT,7.2,0.9601927433253047,0.009901144120709669,6.913387751942194,3.461806,0.0,0.000977,0.0,16.0,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,dimer_deltaC,6000.00048,1807.891174,0.084855,6.018699,0.085494,4.950451,0.006183,TKDISFEAPNAPHVFQ,10.8,0.9526423336868263,0.014580236264161389,10.288537203817725,6.3179,0.0,0.036001,0.0,3.0,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,dimer_deltaN,6000.00048,2206.567213,0.048656,9.305062,0.049645,5.002259,0.006026,FMNYLQQQAGEGTEEHQDA,15.3,0.9850892047646452,0.008602715721281724,15.071864832899072,9.445908,0.0,0.065306,0.0,33.0 -291,99,107,Accession,101,107,xxYCpNIL,,,6,850.4128,SecB WT apo,600.0,851.945159,0.027948,1.022606,0.041189,5.708686,0.010156,GAYCPNIL,4.5,0.3118252617840959,0.012758398696029622,1.4032136780284317,3.27942,0,0.02358,0,39,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,SecB his dimer apo,6000.00048,693.821561,0.021133,3.057496,0.031542,4.956211,0.005902,VTVTASL,4.5,0.9340505955172234,0.011741029294906648,4.2032276798275054,3.273373,0.0,0.023509,0.0,26.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -354,99,107,Accession,101,107,xxYCpNIL,,,6,850.4128,SecB WT apo,6000.00048,852.853345,0.009748,1.930792,0.031788,5.70505,0.002937,GAYCPNIL,4.5,0.588760207597685,0.010577288245932157,2.6494209341895827,3.27942,0,0.02358,0,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -40,99,108,Accession,101,108,xxYCpNILF,,,7,997.4812,SecB WT apo,10.020000000000001,998.46446,0.033718,0.330716,0.036841,6.385149,0.011452,GAYCPNILF,5.4,0.0990927771542123,0.01106513965185583,0.5351009966327465,3.337438,0,0.025744,0,40,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,10.020000000000001,2152.546904,0.045211,5.057727,0.047997,5.995784,0.006729,IASMVARGTFPQLNLAPVNF,14.4,0.48776561298271076,0.006062404851098697,7.023824826951035,10.369175,0.0,0.083226,0.0,40.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaC,10.020000000000001,2152.546904,0.045211,5.057727,0.047997,5.995784,0.006729,IASMVARGTFPQLNLAPVNF,14.4,0.48776561298271076,0.006062404851098697,7.023824826951035,10.369175,0.0,0.083226,0.0,40.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaN,30.0,903.75515,0.005775,1.832991,0.010561,4.503151,0.005956,DWQPEVK,3.6,0.6608697564612684,0.006917481634283018,2.3791311232605663,2.773604,0.0,0.024238,0.0,1.0 -103,99,108,Accession,101,108,xxYCpNILF,,,7,997.4812,SecB WT apo,30.0,998.649994,0.011167,0.516249,0.018575,6.38147,0.00818,GAYCPNILF,5.4,0.15468422184921485,0.005692110144121771,0.8352947979857602,3.337438,0,0.025744,0,40,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,30.0,1927.560471,0.058198,8.667923,0.058556,4.255107,0.005089,NYLQQQAGEGTEEHQDA,13.5,0.9776302496915554,0.011372162104185818,13.198008370835998,8.866259,0.0,0.083961,0.0,50.0,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,dimer_deltaC,60.0,2241.9129,0.048929,7.435012,0.054956,5.033334,0.004724,EAPNAPHVFQKDWQPEVKL,12.6,0.8266768810482269,0.009627542142676884,10.416128701207658,8.993855,0.0,0.080943,0.0,13.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaN,60.0,1394.167934,0.064031,2.601367,0.065222,5.513103,0.008019,IASMVARGTFPQL,9.0,0.41542794459889715,0.01127886461707913,3.7388515013900743,6.261897,0.0,0.065228,0.0,25.0 -166,99,108,Accession,101,108,xxYCpNILF,,,7,997.4812,SecB WT apo,60.0,998.787098,0.005931,0.653354,0.015985,6.388042,0.011224,GAYCPNILF,5.4,0.19576513481299126,0.005022012640079393,1.0571317279901529,3.337438,0,0.025744,0,40,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,300.0,1590.652594,0.023406,4.955946,0.02894,4.861651,0.013775,ISFEAPNAPHVFQK,9.0,0.7967327172145175,0.009447537524559969,7.170594454930658,6.220337,0.0,0.064196,0.0,7.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaC,300.0,981.705684,0.005094,0.679688,0.014372,5.521484,0.01549,CEVQQGGIF,6.3,0.3026627848673951,0.010106116913212256,1.906775544664589,2.245694,0.0,0.058034,0.0,31.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaN,600.0,1486.312851,0.032861,4.698728,0.048418,5.257246,0.006705,RVTVTASLGEETAF,10.8,0.6500984128047054,0.007469552274151486,7.0210628582908186,7.227718,0.0,0.036737,0.0,10.0 -229,99,108,Accession,101,108,xxYCpNILF,,,7,997.4812,SecB WT apo,300.0,999.12892,0.008806,0.995175,0.017259,6.374323,0.000834,GAYCPNILF,5.4,0.29818531460359715,0.005659787294837245,1.6102006988594246,3.337438,0,0.025744,0,40,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,600.0,1066.797389,0.010572,3.717092,0.012277,5.211716,0.007053,LDLDTASSQL,7.2,0.6596916545835633,0.004543117929630306,4.749779913001656,5.63459,0.0,0.03405,0.0,17.0,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,dimer_deltaC,6000.00048,1936.763294,0.08081,6.640255,0.082228,4.624444,0.008007,TKDISFEAPNAPHVFQK,11.700000000000001,0.9747571091047478,0.01312657644198431,11.40465817652555,6.812215,0.0,0.036048,0.0,4.0,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,dimer_deltaN,6000.00048,1606.570046,0.057233,7.930811,0.057408,4.742026,0.00598,MNYLQQQAGEGTEE,10.8,0.9981857029617535,0.011878251405844262,10.780405591986938,7.945226,0.0,0.075043,0.0,34.0 -292,99,108,Accession,101,108,xxYCpNILF,,,7,997.4812,SecB WT apo,600.0,999.2319,0.004731,1.098155,0.01558,6.390045,0.01121,GAYCPNILF,5.4,0.329041318520374,0.005313629470198967,1.7768231200100197,3.337438,0,0.025744,0,40,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,6000.00048,1243.748017,0.072431,5.440785,0.072583,5.943508,0.007335,VTASLGEETAFL,9.0,0.9191339628605201,0.02023459314135812,8.27220566574468,5.919469,0.0,0.103664,0.0,27.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -355,99,108,Accession,101,108,xxYCpNILF,,,7,997.4812,SecB WT apo,6000.00048,1000.10005,0.014143,1.966305,0.020503,6.389149,0.003739,GAYCPNILF,5.4,0.5891660009863854,0.0076416238441085445,3.1814964053264814,3.337438,0,0.025744,0,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -41,99,113,Accession,101,113,xxYCpNILFpYARE,,,11,1613.7781,SecB WT apo,10.020000000000001,1615.192522,0.029493,0.411113,0.044948,5.982075,0.010407,GAYCPNILFPYARE,9.0,0.08062349742732691,0.008823800171303166,0.7256114768459422,5.099171,0,0.025247,0,41,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,10.020000000000001,1209.207823,0.01653,1.833524,0.020576,5.374034,0.002008,SMVARGTFPQL,7.2,0.34415914115821034,0.004127210706263463,2.4779458163391146,5.327547,0.0,0.022525,0.0,41.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaC,10.020000000000001,1209.207823,0.01653,1.833524,0.020576,5.374034,0.002008,SMVARGTFPQL,7.2,0.34415914115821034,0.004127210706263463,2.4779458163391146,5.327547,0.0,0.022525,0.0,41.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaN,30.0,1160.960552,0.008083,2.720936,0.019416,4.098658,0.005581,QPEVKLDLDT,7.2,0.7859874296826569,0.005613018065634918,5.65910949371513,3.461806,0.0,0.000977,0.0,2.0 -104,99,113,Accession,101,113,xxYCpNILFpYARE,,,11,1613.7781,SecB WT apo,30.0,1615.36873,0.035405,0.587321,0.04903,5.977272,0.009645,GAYCPNILFPYARE,9.0,0.11517970273991596,0.009632185017188212,1.0366173246592436,5.099171,0,0.025247,0,41,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,30.0,1812.256159,0.039697,7.485765,0.041683,3.824846,0.005413,YLQQQAGEGTEEHQDA,12.6,1.0090968501871458,0.0068768726807085815,12.714620312358036,7.418282,0.0,0.029146,0.0,51.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaC,60.0,1389.933731,0.025593,3.3672,0.028474,4.694064,0.007933,QKDWQPEVKLD,7.2,0.741509537421986,0.015402243871596694,5.338868669438299,4.541007,0.0,0.086153,0.0,14.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaN,60.0,2153.615965,0.127164,6.126788,0.128181,6.005685,0.004827,IASMVARGTFPQLNLAPVNF,14.4,0.590865522088305,0.013240219515170727,8.508463518071592,10.369175,0.0,0.083226,0.0,26.0 -167,99,113,Accession,101,113,xxYCpNILFpYARE,,,11,1613.7781,SecB WT apo,60.0,1615.548308,0.058039,0.766899,0.067224,5.980991,0.012074,GAYCPNILFPYARE,9.0,0.15039679979353507,0.013204332831329154,1.3535711981418157,5.099171,0,0.025247,0,41,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,300.0,2476.151989,0.031998,7.406484,0.038902,5.028564,0.013589,ISFEAPNAPHVFQKDWQPEVK,14.4,0.7381591796145041,0.005744761859527318,10.629492186448859,10.033722,0.0,0.057622,0.0,8.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaC,300.0,749.286983,0.021173,0.50251,0.02306,5.418316,0.014865,VQQGGIF,4.5,0.33911515986684004,0.01645926787118219,1.5260182194007803,1.481827,0.0,0.023424,0.0,32.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaN,600.0,1599.321955,0.093639,4.601027,0.112607,5.720269,0.006537,RVTVTASLGEETAFL,11.700000000000001,0.5989972160657896,0.01509616453085083,7.008267427969739,7.681216,0.0,0.046195,0.0,11.0 -230,99,113,Accession,101,113,xxYCpNILFpYARE,,,11,1613.7781,SecB WT apo,300.0,1615.909885,0.081756,1.128477,0.088513,5.973363,0.001324,GAYCPNILFPYARE,9.0,0.2213059730689557,0.017392860910512727,1.9917537576206013,5.099171,0,0.025247,0,41,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,600.0,1369.571277,0.012341,5.244944,0.017086,5.029031,0.008783,LDLDTASSQLADD,9.9,0.7547290141363909,0.008482513261277766,7.471817239950271,6.94944,0.0,0.074753,0.0,18.0,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,dimer_deltaC,6000.00048,1334.150649,0.023075,4.731881,0.025005,5.488748,0.007099,ISFEAPNAPHVF,7.2,1.0251952621441678,0.0054773754194492544,7.381405887438008,4.61559,0.0,0.003636,0.0,5.0,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,dimer_deltaN,6000.00048,2059.123178,0.031586,9.080477,0.032582,4.496112,0.005209,MNYLQQQAGEGTEEHQDA,14.4,0.9585213241846505,0.0034479754473502548,13.802707068258968,9.473422,0.0,0.002415,0.0,35.0 -293,99,113,Accession,101,113,xxYCpNILFpYARE,,,11,1613.7781,SecB WT apo,600.0,1615.992188,0.020457,1.21078,0.03961,5.988351,0.010758,GAYCPNILFPYARE,9.0,0.23744643982325753,0.00785639008720589,2.137017958409318,5.099171,0,0.025247,0,41,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,SecB his dimer apo,6000.00048,929.285959,0.034198,4.339599,0.04502,5.299625,0.006207,ASLGEETAF,6.3,0.961659268149561,0.012706011817733098,6.058453389342234,4.512616,0.0,0.036923,0.0,28.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -356,99,113,Accession,101,113,xxYCpNILFpYARE,,,11,1613.7781,SecB WT apo,6000.00048,1617.44701,0.038564,2.665602,0.051359,5.983828,0.002289,GAYCPNILFPYARE,9.0,0.5227520316537727,0.01039926941985504,4.704768284883954,5.099171,0,0.025247,0,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -42,99,114,Accession,101,114,xxYCpNILFpYAREC,,,12,1716.7873,SecB WT apo,10.020000000000001,1718.229103,0.014471,0.388624,0.066627,6.112173,0.012173,GAYCPNILFPYAREC,9.9,0.07439931432802865,0.01282877000200915,0.7365532118474837,5.223489,0,0.096278,0,42,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,10.020000000000001,1122.099679,0.022132,1.776765,0.02514,5.326252,0.001697,MVARGTFPQL,6.3,0.3713745434540603,0.005788714074231743,2.33965962376058,4.784294,0.0,0.031285,0.0,42.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaC,10.020000000000001,1122.099679,0.022132,1.776765,0.02514,5.326252,0.001697,MVARGTFPQL,6.3,0.3713745434540603,0.005788714074231743,2.33965962376058,4.784294,0.0,0.031285,0.0,42.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaN,30.0,1066.104522,0.033797,3.024226,0.034369,5.208222,0.006077,LDLDTASSQL,7.2,0.5367251210824567,0.006908372900011365,3.8644208717936888,5.63459,0.0,0.03405,0.0,3.0 -105,99,114,Accession,101,114,xxYCpNILFpYAREC,,,12,1716.7873,SecB WT apo,30.0,1718.311619,0.070468,0.47114,0.095893,6.108338,0.004909,GAYCPNILFPYAREC,9.9,0.09019641852409377,0.018433158224204934,0.8929445433885284,5.223489,0,0.096278,0,42,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,30.0,1648.594296,0.030587,7.017586,0.032411,3.457159,0.005123,LQQQAGEGTEEHQDA,11.700000000000001,0.986481815289852,0.0063745375928128,11.54183723889127,7.113751,0.0,0.03215,0.0,52.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaC,60.0,903.891642,0.013706,1.969483,0.016311,4.514095,0.007818,DWQPEVK,3.6,0.7100808190354498,0.008549212728251807,2.5562909485276193,2.773604,0.0,0.024238,0.0,15.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaN,60.0,1210.212087,0.062831,2.837788,0.064015,5.383108,0.008435,SMVARGTFPQL,7.2,0.5326631562330656,0.012225082356144607,3.8351747248780725,5.327547,0.0,0.022525,0.0,27.0 -168,99,114,Accession,101,114,xxYCpNILFpYAREC,,,12,1716.7873,SecB WT apo,60.0,1718.497086,0.05163,0.656607,0.083038,6.111782,0.010779,GAYCPNILFPYAREC,9.9,0.1257027630382681,0.016064990520219292,1.2444573540788544,5.223489,0,0.096278,0,42,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,300.0,2590.602891,0.056307,8.690718,0.057662,5.321832,0.014752,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.8066222204113137,0.005578065343188851,12.3413199722931,10.774211,0.0,0.021003,0.0,9.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaC,300.0,880.539878,0.043976,4.636357,0.048294,4.551191,0.014343,SIAGIEGTQ,6.3,0.9825411057737647,0.012206115077486734,6.190008966374718,4.718741,0.0,0.031945,0.0,33.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaN,600.0,692.938152,0.024059,2.174087,0.033572,4.95305,0.004021,VTVTASL,4.5,0.6641733160260075,0.011311074660229369,2.9887799221170335,3.273373,0.0,0.023509,0.0,12.0 -231,99,114,Accession,101,114,xxYCpNILFpYAREC,,,12,1716.7873,SecB WT apo,300.0,1718.763571,0.029971,0.923092,0.07161,6.100486,0.000803,GAYCPNILFPYAREC,9.9,0.1767194302505471,0.014090868708854344,1.7495223594804163,5.223489,0,0.096278,0,42,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,600.0,1632.363102,0.029001,5.73126,0.046532,5.654105,0.004907,LDLDTASSQLADDVY,11.700000000000001,0.6809904628825942,0.0066793574160039434,7.967588415726353,8.416065,0.0,0.046315,0.0,19.0,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,dimer_deltaC,6000.00048,1462.977325,0.02746,5.386478,0.029692,5.256948,0.006284,ISFEAPNAPHVFQ,8.1,0.9686361299425326,0.007772874991843501,7.845952652534513,5.560889,0.0,0.032429,0.0,6.0,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,dimer_deltaN,6000.00048,1927.350524,0.07605,8.457976,0.076324,4.264724,0.004865,NYLQQQAGEGTEEHQDA,13.5,0.953950927894166,0.012478412512879261,12.878337526571242,8.866259,0.0,0.083961,0.0,36.0 -294,99,114,Accession,101,114,xxYCpNILFpYAREC,,,12,1716.7873,SecB WT apo,600.0,1718.774765,0.027074,0.934286,0.070446,6.116979,0.010202,GAYCPNILFPYAREC,9.9,0.17886244232542656,0.013883486628212337,1.770738179021723,5.223489,0,0.096278,0,42,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,SecB his dimer apo,6000.00048,1042.770864,0.028208,4.657553,0.036359,5.905697,0.007416,ASLGEETAFL,7.2,0.9657062586176511,0.009513731706464853,6.953085062047088,4.82295,0.0,0.028983,0.0,29.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -357,99,114,Accession,101,114,xxYCpNILFpYAREC,,,12,1716.7873,SecB WT apo,6000.00048,1719.800686,0.103378,1.960208,0.122134,6.114223,0.002676,GAYCPNILFPYAREC,9.9,0.3752679483004559,0.02438331651688056,3.7151526881745136,5.223489,0,0.096278,0,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -43,101,108,Accession,104,108,xxxNILF,,,5,869.4226,SecB WT apo,10.020000000000001,870.10802,0.003041,0.082416,0.008975,6.426963,0.011327,YCPNILF,3.6,0.04382079286412715,0.004841431193098424,0.15775485431085773,1.880751,0,0.035057,0,43,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,SecB his dimer apo,10.020000000000001,877.117366,0.019744,1.147822,0.02289,4.107321,0.002195,VARGTFPQ,4.5,0.40036582647728425,0.008372425192022968,1.8016462191477791,2.866933,0.0,0.018046,0.0,43.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaC,10.020000000000001,877.117366,0.019744,1.147822,0.02289,4.107321,0.002195,VARGTFPQ,4.5,0.40036582647728425,0.008372425192022968,1.8016462191477791,2.866933,0.0,0.018046,0.0,43.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaN,30.0,1368.735764,0.012319,4.409431,0.01707,5.024053,0.00515,LDLDTASSQLADD,9.9,0.6345016289082285,0.007253689296927418,6.281566126191462,6.94944,0.0,0.074753,0.0,4.0 -106,101,108,Accession,104,108,xxxNILF,,,5,869.4226,SecB WT apo,30.0,870.104795,0.005186,0.079191,0.009909,6.423144,0.008016,YCPNILF,3.6,0.04210605231633533,0.0053267777292638225,0.1515817883388072,1.880751,0,0.035057,0,43,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,60.0,1203.878867,0.032912,3.476958,0.037332,5.521878,0.007885,MTFQIQRIY,6.3,0.6853309417747467,0.007840625882583663,4.317584933180904,5.0734,0.0,0.020042,0.0,0.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaC,60.0,1161.094798,0.011801,2.855183,0.021235,4.111295,0.007444,QPEVKLDLDT,7.2,0.8247668991272185,0.006138496252056717,5.938321673715973,3.461806,0.0,0.000977,0.0,16.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaN,60.0,1123.091029,0.045822,2.768115,0.047348,5.335575,0.005857,MVARGTFPQL,6.3,0.5785837994069762,0.010595090838876603,3.64507793626395,4.784294,0.0,0.031285,0.0,28.0 -169,101,108,Accession,104,108,xxxNILF,,,5,869.4226,SecB WT apo,60.0,870.122683,0.006534,0.097079,0.010677,6.43107,0.011184,YCPNILF,3.6,0.051617146554753926,0.005757942116040185,0.18582172759711413,1.880751,0,0.035057,0,43,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,SecB his dimer apo,300.0,985.028726,0.016392,3.012865,0.021016,4.862589,0.013638,EAPNAPHVF,4.5,1.0171910629025647,0.009454060249215432,4.577359783061541,2.961946,0.0,0.018193,0.0,10.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaC,300.0,853.593196,0.026004,2.630851,0.033751,5.716614,0.014708,GAYCPNIL,4.5,0.8022305773581914,0.01179802102331986,3.610037598111861,3.27942,0.0,0.02358,0.0,34.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaN,600.0,1242.610821,0.02524,4.303589,0.025675,5.943988,0.007666,VTASLGEETAFL,9.0,0.7270228123502293,0.01345043442458058,6.543205311152064,5.919469,0.0,0.103664,0.0,13.0 -232,101,108,Accession,104,108,xxxNILF,,,5,869.4226,SecB WT apo,300.0,870.167054,0.012642,0.14145,0.015203,6.415133,0.001271,YCPNILF,3.6,0.07520931797989207,0.008204135690457857,0.27075354472761143,1.880751,0,0.035057,0,43,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,600.0,1761.641615,0.04907,5.864894,0.051972,5.597144,0.005828,LDLDTASSQLADDVYE,12.6,0.6666660604234298,0.0062458492507967475,8.399992361335215,8.797349,0.0,0.026752,0.0,20.0,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,dimer_deltaC,6000.00048,1591.693402,0.020659,5.996754,0.026768,4.855132,0.006333,ISFEAPNAPHVFQK,9.0,0.964056127505632,0.010840145207582596,8.676505147550687,6.220337,0.0,0.064196,0.0,7.0,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,dimer_deltaN,6000.00048,1812.072351,0.047874,7.301958,0.049533,3.834821,0.005386,YLQQQAGEGTEEHQDA,12.6,0.9843192803940319,0.007716257691937763,12.402422932964802,7.418282,0.0,0.029146,0.0,37.0 -295,101,108,Accession,104,108,xxxNILF,,,5,869.4226,SecB WT apo,600.0,870.183332,0.003843,0.157728,0.009278,6.431774,0.010191,YCPNILF,3.6,0.08386437120065336,0.0051748907785410456,0.30191173632235213,1.880751,0,0.035057,0,43,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,6000.00048,1097.19072,0.080499,2.969645,0.0816,5.738393,0.008548,LCEVQQGGIF,7.2,1.2106931251725035,0.03557829341325947,8.716990501242025,2.452847,0.0,0.025554,0.0,30.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -358,101,108,Accession,104,108,xxxNILF,,,5,869.4226,SecB WT apo,6000.00048,870.728927,0.014618,0.703323,0.016882,6.431169,0.002964,YCPNILF,3.6,0.37395859419987015,0.011364890806404593,1.3462509391195325,1.880751,0,0.035057,0,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -44,101,113,Accession,104,113,xxxNILFpYARE,,,9,1485.7195,SecB WT apo,10.020000000000001,1486.959253,0.007476,0.288947,0.012206,6.002628,0.011095,YCPNILFPYARE,7.2,0.07099816918895636,0.0030253765552078486,0.5111868181604858,4.069781,0,0.022773,0,44,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,SecB his dimer apo,10.020000000000001,990.928025,0.025471,1.852764,0.031957,5.208857,0.001806,VARGTFPQL,5.4,0.476731975859314,0.008312305983511964,2.574352669640296,3.886385,0.0,0.009917,0.0,44.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaC,10.020000000000001,990.928025,0.025471,1.852764,0.031957,5.208857,0.001806,VARGTFPQL,5.4,0.476731975859314,0.008312305983511964,2.574352669640296,3.886385,0.0,0.009917,0.0,44.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaN,30.0,1631.388739,0.01795,4.756897,0.040575,5.651652,0.008225,LDLDTASSQLADDVY,11.700000000000001,0.5652162857582493,0.005737459194328165,6.613030543371518,8.416065,0.0,0.046315,0.0,5.0 -107,101,113,Accession,104,113,xxxNILFpYARE,,,9,1485.7195,SecB WT apo,30.0,1486.975036,0.014645,0.304729,0.017538,5.999333,0.008757,YCPNILFPYARE,7.2,0.07487601912731914,0.004329642714706814,0.5391073377166978,4.069781,0,0.022773,0,44,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,SecB his dimer apo,60.0,970.466165,0.015722,2.407461,0.019786,5.146227,0.006042,FQIQRIY,4.5,0.6609353560433394,0.0060515265871750505,2.974209102195027,3.642506,0.0,0.0147,0.0,1.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaC,60.0,1066.176227,0.054235,3.09593,0.054593,5.216576,0.005834,LDLDTASSQL,7.2,0.5494508029865527,0.010242048932574372,3.9560457815031795,5.63459,0.0,0.03405,0.0,17.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaN,60.0,877.995969,0.042582,2.026425,0.044129,4.109217,0.006813,VARGTFPQ,4.5,0.7068267727219297,0.016022517732488632,3.1807204772486837,2.866933,0.0,0.018046,0.0,29.0 -170,101,113,Accession,104,113,xxxNILFpYARE,,,9,1485.7195,SecB WT apo,60.0,1486.979227,0.012868,0.30892,0.016084,6.004096,0.011377,YCPNILFPYARE,7.2,0.07590580426809206,0.003974814064929608,0.5465217907302629,4.069781,0,0.022773,0,44,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,300.0,1242.586029,0.018601,4.248083,0.026268,4.063967,0.006089,EAPNAPHVFQK,6.3,0.9829507196826482,0.007117233965785428,6.192589534000684,4.321766,0.0,0.016281,0.0,11.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaC,300.0,1001.047588,0.02175,2.907983,0.031526,6.407952,0.015301,GAYCPNILF,5.4,0.871321954145665,0.011593252687102913,4.705138552386591,3.337438,0.0,0.025744,0.0,35.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaN,600.0,928.642287,0.009768,3.695927,0.030866,5.298644,0.006123,ASLGEETAF,6.3,0.8190209404035265,0.009575649972317895,5.159831924542217,4.512616,0.0,0.036923,0.0,14.0 -233,101,113,Accession,104,113,xxxNILFpYARE,,,9,1485.7195,SecB WT apo,300.0,1487.067997,0.017356,0.39769,0.019858,5.992764,0.001837,YCPNILFPYARE,7.2,0.09771778874588093,0.004909919795503435,0.7035680789703427,4.069781,0,0.022773,0,44,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,SecB his dimer apo,600.0,952.793782,0.005115,2.859737,0.013236,4.822143,0.004704,DLDTASSQL,6.3,0.6280134240332534,0.004089001102506556,3.9564845714094967,4.553624,0.0,0.020853,0.0,21.0,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,dimer_deltaC,6000.00048,2477.61005,0.101573,8.864546,0.103955,5.01684,0.005578,ISFEAPNAPHVFQKDWQPEVK,14.4,0.8834753444434679,0.011536168971421425,12.722044959985938,10.033722,0.0,0.057622,0.0,8.0,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,dimer_deltaN,6000.00048,1648.500701,0.041845,6.92399,0.043196,3.469153,0.005756,LQQQAGEGTEEHQDA,11.700000000000001,0.9733247621402549,0.0074980914112633655,11.387899717040984,7.113751,0.0,0.03215,0.0,38.0 -296,101,113,Accession,104,113,xxxNILFpYARE,,,9,1485.7195,SecB WT apo,600.0,1487.164057,0.020416,0.493751,0.022582,6.007914,0.009834,YCPNILFPYARE,7.2,0.12132127011256871,0.005590076206674552,0.8735131448104948,4.069781,0,0.022773,0,44,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,SecB his dimer apo,6000.00048,983.748652,0.060591,2.722656,0.062063,5.511573,0.007287,CEVQQGGIF,6.3,1.2123895775648865,0.0417780333641294,7.638054338658785,2.245694,0.0,0.058034,0.0,31.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -359,101,113,Accession,104,113,xxxNILFpYARE,,,9,1485.7195,SecB WT apo,6000.00048,1488.241936,0.024325,1.571629,0.026169,6.005402,0.001473,YCPNILFPYARE,7.2,0.3861704106437177,0.0067834521802700165,2.7804269566347677,4.069781,0,0.022773,0,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -45,114,127,Accession,116,127,xxSMVSRGTFpQL,,,11,1436.7566,SecB WT apo,10.020000000000001,1439.18483,0.060618,1.383869,0.061544,5.457618,0.009634,ITSMVSRGTFPQL,9.0,0.22099836519188992,0.010094334825476881,1.9889852867270092,6.261897,0,0.065228,0,45,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,10.020000000000001,1750.712047,0.024146,5.703015,0.025209,5.87031,0.005067,VARGTFPQLNLAPVNF,10.8,0.6906269466594718,0.0036680772097907187,7.458771023922296,8.257736,0.0,0.024315,0.0,45.0,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,dimer_deltaC,30.0,1203.550331,0.019781,3.148423,0.026491,5.512973,0.008577,MTFQIQRIY,6.3,0.6205745653802184,0.005768407396420361,3.909619761895376,5.0734,0.0,0.020042,0.0,0.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaN,30.0,1760.626563,0.015604,4.849842,0.023166,5.595273,0.009081,LDLDTASSQLADDVYE,12.6,0.5512844835415759,0.00312163154076726,6.946184492623856,8.797349,0.0,0.026752,0.0,6.0 -108,114,127,Accession,116,127,xxSMVSRGTFpQL,,,11,1436.7566,SecB WT apo,30.0,1439.310089,0.011036,1.509128,0.015328,5.453279,0.008894,ITSMVSRGTFPQL,9.0,0.2410017283899751,0.003506292834453767,2.169015555509776,6.261897,0,0.065228,0,45,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,60.0,1677.076644,0.028483,3.230607,0.034464,5.134156,0.005724,TKDISFEAPNAPHVF,9.9,0.6136538347203166,0.009731102912850242,6.075172963731135,5.264543,0.0,0.061768,0.0,2.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaC,60.0,1368.900658,0.050715,4.574325,0.052074,5.033532,0.004584,LDLDTASSQLADD,9.9,0.6582292961735046,0.010309252437862116,6.516470032117695,6.94944,0.0,0.074753,0.0,18.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaN,60.0,991.790218,0.036403,2.714957,0.041202,5.216537,0.006248,VARGTFPQL,5.4,0.6985815867444939,0.010750446589311468,3.772340568420267,3.886385,0.0,0.009917,0.0,30.0 -171,114,127,Accession,116,127,xxSMVSRGTFpQL,,,11,1436.7566,SecB WT apo,60.0,1439.350225,0.074141,1.549264,0.0749,5.458974,0.012299,ITSMVSRGTFPQL,9.0,0.24741128766570256,0.012235726615236609,2.226701588991323,6.261897,0,0.065228,0,45,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,300.0,2128.199698,0.045843,6.868613,0.050788,4.603805,0.013559,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.8333571541233422,0.007118884410952662,9.750278703243104,8.2421,0.0,0.035257,0.0,12.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaC,300.0,1526.980564,0.040125,4.260994,0.040265,5.735929,0.014756,GAYCPNILFPAARE,9.0,0.8356248496079068,0.0089146200777252,7.5206236464711615,5.099171,0.0,0.025247,0.0,36.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaN,600.0,1041.814198,0.004128,3.700888,0.023309,5.905831,0.006975,ASLGEETAFL,7.2,0.76734944380514,0.006679923513153524,5.524915995397008,4.82295,0.0,0.028983,0.0,15.0 -234,114,127,Accession,116,127,xxSMVSRGTFpQL,,,11,1436.7566,SecB WT apo,300.0,1439.843244,0.073563,2.042283,0.074328,5.447831,0.003763,ITSMVSRGTFPQL,9.0,0.3261444575022553,0.012346499635011643,2.9353001175202977,6.261897,0,0.065228,0,45,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,SecB his dimer apo,600.0,723.681705,0.043556,1.985412,0.046189,4.209094,0.006576,DTASSQL,4.5,0.6202115779000589,0.01448470706953156,2.790952100550265,3.201185,0.0,0.006567,0.0,22.0,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,dimer_deltaC,6000.00048,2592.365775,0.070006,10.453601,0.071101,5.309954,0.005508,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.9702428326306215,0.0068648747740300275,14.84471533924851,10.774211,0.0,0.021003,0.0,9.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -297,114,127,Accession,116,127,xxSMVSRGTFpQL,,,11,1436.7566,SecB WT apo,600.0,1440.313904,0.042697,2.512943,0.044002,5.46279,0.007961,ITSMVSRGTFPQL,9.0,0.40130698412956967,0.00817634653731194,3.611762857166127,6.261897,0,0.065228,0,45,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,SecB his dimer apo,6000.00048,750.638671,0.003243,1.854198,0.009694,5.407504,0.007121,VQQGGIF,4.5,1.2512918174658716,0.020833572359649697,5.630813178596422,1.481827,0.0,0.023424,0.0,32.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -360,114,127,Accession,116,127,xxSMVSRGTFpQL,,,11,1436.7566,SecB WT apo,6000.00048,1441.982813,0.037618,4.181852,0.039093,5.458117,0.002261,ITSMVSRGTFPQL,9.0,0.6678251015626734,0.009347080613001954,6.010425914064061,6.261897,0,0.065228,0,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -46,114,134,Accession,116,134,xxSMVSRGTFpQLNLApVNF,,,17,2192.1532,SecB WT apo,10.020000000000001,2197.682725,0.039031,4.183438,0.040879,5.962301,0.010479,ITSMVSRGTFPQLNLAPVNF,14.4,0.4034494547541149,0.005101778069225432,5.809672148459255,10.369175,0,0.083226,0,46,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,SecB his dimer apo,10.020000000000001,777.583545,0.006802,2.781879,0.013156,5.489735,0.002514,NLAPVNF,3.6,1.026723656860082,0.00890178755762424,3.6962051646962952,2.709472,0.0,0.019689,0.0,46.0,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,dimer_deltaC,30.0,970.253111,0.012771,2.194407,0.017532,5.135921,0.004862,FQIQRIY,4.5,0.602444306200182,0.005392374122366405,2.710999377900819,3.642506,0.0,0.0147,0.0,1.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaN,30.0,952.111411,0.001459,2.177366,0.012295,4.817572,0.005181,DLDTASSQL,6.3,0.47816113056326126,0.0034763578601376102,3.012415122548546,4.553624,0.0,0.020853,0.0,7.0 -109,114,134,Accession,116,134,xxSMVSRGTFpQLNLApVNF,,,17,2192.1532,SecB WT apo,30.0,2198.143131,0.133458,4.643844,0.13401,5.958803,0.011004,ITSMVSRGTFPQLNLAPVNF,14.4,0.4478508656667478,0.013414460512645623,6.449052465601168,10.369175,0,0.083226,0,46,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,60.0,1805.930059,0.081511,4.057584,0.082176,4.953817,0.002463,TKDISFEAPNAPHVFQ,10.8,0.6422361860744868,0.013511887151808304,6.936150809604459,6.3179,0.0,0.036001,0.0,3.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaC,60.0,1631.636446,0.04744,5.004605,0.059789,5.6604,0.006344,LDLDTASSQLADDVY,11.700000000000001,0.5946490432286348,0.007821630942826962,6.957393805775028,8.416065,0.0,0.046315,0.0,19.0,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,dimer_deltaN,60.0,1751.622409,0.102475,6.613377,0.102731,5.880211,0.005925,VARGTFPQLNLAPVNF,10.8,0.8008704807225613,0.01266210613781291,8.649401191803662,8.257736,0.0,0.024315,0.0,31.0 -172,114,134,Accession,116,134,xxSMVSRGTFpQLNLApVNF,,,17,2192.1532,SecB WT apo,60.0,2198.296574,0.053363,4.797287,0.05473,5.961176,0.012799,ITSMVSRGTFPQLNLAPVNF,14.4,0.46264886068563793,0.006453510734547713,6.6621435938731866,10.369175,0,0.083226,0,46,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,300.0,2242.540628,0.042785,8.06274,0.049566,5.041427,0.013143,EAPNAPHVFQKDWQPEVKL,12.6,0.8964720912222846,0.009770675205732438,11.295548349400786,8.993855,0.0,0.080943,0.0,13.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaC,300.0,1630.682116,0.029709,4.584237,0.032023,5.87402,0.01419,GAYCPNILFPAAREC,9.9,0.877619728882362,0.017298811888593994,8.688435315935383,5.223489,0.0,0.096278,0.0,37.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaN,600.0,1095.180335,0.01381,0.95926,0.019211,5.738497,0.005882,LCEVQQGGIF,7.2,0.3910802426731059,0.008828486541262169,2.8157777472463628,2.452847,0.0,0.025554,0.0,16.0 -235,114,134,Accession,116,134,xxSMVSRGTFpQLNLApVNF,,,17,2192.1532,SecB WT apo,300.0,2198.649596,0.027648,5.150309,0.030201,5.953067,0.000387,ITSMVSRGTFPQLNLAPVNF,14.4,0.49669419216089994,0.004937222227823568,7.1523963671169595,10.369175,0,0.083226,0,46,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,SecB his dimer apo,600.0,849.157436,0.032877,2.202269,0.037788,4.619745,0.002409,RVTVTASL,5.4,0.5831027816853954,0.011008470132326111,3.1487550211011355,3.776811,0.0,0.029739,0.0,23.0,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,dimer_deltaC,6000.00048,985.043664,0.017466,3.027803,0.021864,4.854696,0.006634,EAPNAPHVF,4.5,1.0222343688912627,0.009690821800494732,4.600054660010683,2.961946,0.0,0.018193,0.0,10.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -298,114,134,Accession,116,134,xxSMVSRGTFpQLNLApVNF,,,17,2192.1532,SecB WT apo,600.0,2199.16056,0.073318,5.661273,0.074319,5.968148,0.011132,ITSMVSRGTFPQLNLAPVNF,14.4,0.5459714008105756,0.008400786929602251,7.861988171672289,10.369175,0,0.083226,0,46,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,6000.00048,880.464822,0.013623,4.5613,0.024168,4.543502,0.004216,SIAGIEGTQ,6.3,0.96663495623091,0.008309933950204575,6.089800224254732,4.718741,0.0,0.031945,0.0,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -361,114,134,Accession,116,134,xxSMVSRGTFpQLNLApVNF,,,17,2192.1532,SecB WT apo,6000.00048,2200.990964,0.118328,7.491677,0.11895,5.964279,0.003936,ITSMVSRGTFPQLNLAPVNF,14.4,0.7224949911637136,0.012853917645515803,10.403927872757476,10.369175,0,0.083226,0,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -47,116,127,Accession,118,127,xxVSRGTFpQL,,,9,1222.6249,SecB WT apo,10.020000000000001,1224.936085,0.0085,1.523209,0.018907,5.376767,0.011169,SMVSRGTFPQL,7.2,0.28591188402467405,0.0037491442457999167,2.0585655649776533,5.327547,0,0.022525,0,47,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,10.020000000000001,2206.780704,0.045304,9.518553,0.046365,5.002314,0.002671,FMNYLQQQAGEGTEEHQDA,15.3,1.0076906317529242,0.008522332557256913,15.417666665819741,9.445908,0.0,0.065306,0.0,47.0,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,dimer_deltaC,30.0,1676.412802,0.009313,2.566765,0.021522,5.125878,0.004267,TKDISFEAPNAPHVF,9.9,0.48755703961388486,0.007031063733403459,4.82681469217746,5.264543,0.0,0.061768,0.0,2.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaN,30.0,723.116935,0.032336,1.420643,0.035804,4.202202,0.005829,DTASSQL,4.5,0.44378659777551127,0.011221598895993952,1.9970396899898006,3.201185,0.0,0.006567,0.0,8.0 -110,116,127,Accession,118,127,xxVSRGTFpQL,,,9,1222.6249,SecB WT apo,30.0,1225.162539,0.022783,1.749663,0.02836,5.372587,0.00902,SMVSRGTFPQL,7.2,0.32841812564018674,0.005501396175836328,2.3646105046093444,5.327547,0,0.022525,0,47,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,60.0,1934.692446,0.04175,4.569407,0.044432,4.62511,0.007523,TKDISFEAPNAPHVFQK,11.700000000000001,0.670766703634574,0.007425665176848061,7.847970432524517,6.812215,0.0,0.036048,0.0,4.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaC,60.0,1760.878145,0.060327,5.101423,0.06271,5.603714,0.007175,LDLDTASSQLADDVYE,12.6,0.5798818484977689,0.007343153973957629,7.306511291071888,8.797349,0.0,0.026752,0.0,20.0,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,dimer_deltaN,60.0,777.636083,0.023822,2.834417,0.026349,5.501877,0.008633,NLAPVNF,3.6,1.0461141506537068,0.012343379019079403,3.7660109423533448,2.709472,0.0,0.019689,0.0,32.0 -173,116,127,Accession,118,127,xxVSRGTFpQL,,,9,1222.6249,SecB WT apo,60.0,1225.260256,0.003606,1.84738,0.017269,5.377611,0.012804,SMVSRGTFPQL,7.2,0.346759962887235,0.0035575979786627862,2.496671732788092,5.327547,0,0.022525,0,47,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,300.0,1390.304679,0.013328,3.738148,0.018259,4.698442,0.011592,QKDWQPEVKLD,7.2,0.8231980263408535,0.016127196231005836,5.927025789654145,4.541007,0.0,0.086153,0.0,14.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaC,300.0,871.00935,0.031083,0.996342,0.034025,6.451586,0.014704,YCPNILF,3.6,0.5297575277110048,0.020610650313167753,1.9071270997596175,1.880751,0.0,0.035057,0.0,38.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaN,600.0,981.943695,0.023211,0.917699,0.02682,5.511461,0.005397,CEVQQGGIF,6.3,0.4086482842275039,0.015942223584056243,2.5744841906332745,2.245694,0.0,0.058034,0.0,17.0 -236,116,127,Accession,118,127,xxVSRGTFpQL,,,9,1222.6249,SecB WT apo,300.0,1225.764224,0.009286,2.351348,0.019273,5.365241,0.002959,SMVSRGTFPQL,7.2,0.44135659432005014,0.0040705434220596115,3.1777674791043613,5.327547,0,0.022525,0,47,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,600.0,1486.312851,0.032861,4.698728,0.048418,5.257246,0.006705,RVTVTASLGEETAF,10.8,0.6500984128047054,0.007469552274151486,7.0210628582908186,7.227718,0.0,0.036737,0.0,24.0,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,dimer_deltaC,6000.00048,1242.589282,0.012208,4.251336,0.022205,4.06532,0.001628,EAPNAPHVFQK,6.3,0.9837034212402985,0.0063349483421744094,6.19733155381388,4.321766,0.0,0.016281,0.0,11.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -299,116,127,Accession,118,127,xxVSRGTFpQL,,,9,1222.6249,SecB WT apo,600.0,1226.165982,0.044355,2.753105,0.047461,5.381367,0.006693,SMVSRGTFPQL,7.2,0.5167678483174339,0.009172623556129618,3.7207285078855246,5.327547,0,0.022525,0,47,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,SecB his dimer apo,6000.00048,854.29539,0.010918,3.333045,0.024127,5.708006,0.008663,GAYCPNIL,4.5,1.0163519768739593,0.010369754628821191,4.573583895932817,3.27942,0.0,0.02358,0.0,34.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -362,116,127,Accession,118,127,xxVSRGTFpQL,,,9,1222.6249,SecB WT apo,6000.00048,1227.983013,0.015344,4.570137,0.022818,5.378024,0.002633,SMVSRGTFPQL,7.2,0.8578313809338519,0.005612389254585193,6.1763859427237335,5.327547,0,0.022525,0,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -48,117,127,Accession,119,127,xxSRGTFpQL,,,8,1135.5928,SecB WT apo,10.020000000000001,1137.860891,0.016724,1.547433,0.018763,5.311235,0.01171,MVSRGTFPQL,6.3,0.323440198282129,0.004455749921746452,2.0376732491774128,4.784294,0,0.031285,0,48,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,10.020000000000001,1606.625142,0.01586,7.985907,0.016481,4.736944,0.001115,MNYLQQQAGEGTEE,10.8,1.005120181603393,0.009717383296866148,10.855297961316646,7.945226,0.0,0.075043,0.0,48.0,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,dimer_deltaC,30.0,1805.299301,0.059403,3.426827,0.060313,4.94444,0.005038,TKDISFEAPNAPHVFQ,10.8,0.542399689770335,0.010034229755508037,5.857916649519619,6.3179,0.0,0.036001,0.0,3.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaN,30.0,847.853642,0.028138,0.898476,0.033747,4.614405,0.00587,RVTVTASL,5.4,0.2378927619094522,0.009129552131803555,1.2846209143110419,3.776811,0.0,0.029739,0.0,9.0 -111,117,127,Accession,119,127,xxSRGTFpQL,,,8,1135.5928,SecB WT apo,30.0,1138.083937,0.022857,1.770479,0.024388,5.304475,0.008961,MVSRGTFPQL,6.3,0.37006066098780716,0.005642728575164287,2.331382164223185,4.784294,0,0.031285,0,48,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,60.0,1332.686148,0.035435,3.26738,0.036722,5.494535,0.008577,ISFEAPNAPHVF,7.2,0.7079008317463207,0.00797559914404571,5.096885988573509,4.61559,0.0,0.003636,0.0,5.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaC,60.0,952.207407,0.029056,2.273362,0.031517,4.824815,0.005833,DLDTASSQL,6.3,0.4992423616881851,0.0072891232308535114,3.145226878635566,4.553624,0.0,0.020853,0.0,21.0,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,dimer_deltaN,60.0,2206.810833,0.111991,9.548682,0.112424,5.006161,0.004162,FMNYLQQQAGEGTEEHQDA,15.3,1.0108802668838188,0.013802150931040046,15.466468083322429,9.445908,0.0,0.065306,0.0,33.0 -174,117,127,Accession,119,127,xxSRGTFpQL,,,8,1135.5928,SecB WT apo,60.0,1138.163279,0.042509,1.84982,0.043352,5.311445,0.013264,MVSRGTFPQL,6.3,0.3866442990334624,0.00940743258573374,2.435859083910813,4.784294,0,0.031285,0,48,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,SecB his dimer apo,300.0,904.248311,0.014894,2.326152,0.017321,4.519526,0.013875,DWQPEVK,3.6,0.838674879326681,0.009628803958145613,3.019229565576052,2.773604,0.0,0.024238,0.0,15.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaC,300.0,1395.27829,0.045726,3.711723,0.047378,5.515759,0.015884,IASMVARGTFPQL,9.0,0.5927473735195581,0.009765719589796372,5.334726361676022,6.261897,0.0,0.065228,0.0,39.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaN,600.0,749.460617,0.031251,0.676144,0.032559,5.406991,0.006707,VQQGGIF,4.5,0.4562907815824654,0.023125795252825536,2.0533085171210943,1.481827,0.0,0.023424,0.0,18.0 -237,117,127,Accession,119,127,xxSRGTFpQL,,,8,1135.5928,SecB WT apo,300.0,1138.606265,0.021744,2.292806,0.023349,5.299011,0.003661,MVSRGTFPQL,6.3,0.47923601685013506,0.005799853398745577,3.0191869061558507,4.784294,0,0.031285,0,48,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,600.0,1599.321955,0.093639,4.601027,0.112607,5.720269,0.006537,RVTVTASLGEETAFL,11.700000000000001,0.5989972160657896,0.01509616453085083,7.008267427969739,7.681216,0.0,0.046195,0.0,25.0,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,dimer_deltaC,6000.00048,2128.879933,0.165705,7.548848,0.16714,4.597945,0.00825,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.9158889118064569,0.020653812174848355,10.715900268135547,8.2421,0.0,0.035257,0.0,12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -300,117,127,Accession,119,127,xxSRGTFpQL,,,8,1135.5928,SecB WT apo,600.0,1139.033949,0.019927,2.720491,0.021667,5.312047,0.006965,MVSRGTFPQL,6.3,0.568629561644832,0.0058596745102735695,3.5823662383624417,4.784294,0,0.031285,0,48,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,SecB his dimer apo,6000.00048,1001.981061,0.028408,3.841455,0.03644,6.396779,0.007292,GAYCPNILF,5.4,1.1510191350371153,0.014072835389883931,6.215503329200423,3.337438,0.0,0.025744,0.0,35.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -363,117,127,Accession,119,127,xxSRGTFpQL,,,8,1135.5928,SecB WT apo,6000.00048,1140.629908,0.011486,4.31645,0.014293,5.312387,0.002337,MVSRGTFPQL,6.3,0.902212531253305,0.006612947445998672,5.683938946895822,4.784294,0,0.031285,0,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -49,118,126,Accession,120,126,xxRGTFpQ,,,6,891.4683,SecB WT apo,10.020000000000001,893.056228,0.017536,1.000356,0.01939,4.104942,0.01393,VSRGTFPQ,4.5,0.3489289774124474,0.00711101228005108,1.5701803983560132,2.866933,0,0.018046,0,49,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,10.020000000000001,2059.205767,0.071835,9.163066,0.072278,4.490754,0.002809,MNYLQQQAGEGTEEHQDA,14.4,0.9672392932564391,0.0076335389388488386,13.928245822892723,9.473422,0.0,0.002415,0.0,49.0,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,dimer_deltaC,30.0,1934.103277,0.039376,3.980239,0.04221,4.616682,0.005151,TKDISFEAPNAPHVFQK,11.700000000000001,0.5842797093162797,0.006924774319008842,6.836072599000473,6.812215,0.0,0.036048,0.0,4.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaN,30.0,1484.444146,0.043051,2.830022,0.055838,5.253455,0.00815,RVTVTASLGEETAF,10.8,0.3915512475721936,0.007977763432616441,4.228753473779691,7.227718,0.0,0.036737,0.0,10.0 -112,118,126,Accession,120,126,xxRGTFpQ,,,6,891.4683,SecB WT apo,30.0,893.14628,0.012194,1.090408,0.014736,4.104652,0.005207,VSRGTFPQ,4.5,0.3803395475234336,0.005670184475037608,1.711527963855451,2.866933,0,0.018046,0,49,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,60.0,1461.526187,0.043461,3.93534,0.044904,5.260326,0.006187,ISFEAPNAPHVFQ,8.1,0.7076818113075085,0.00906844406862051,5.732222671590819,5.560889,0.0,0.032429,0.0,6.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaC,60.0,723.214429,0.009316,1.518136,0.017976,4.211864,0.003438,DTASSQL,4.5,0.47424188230295966,0.00569907270547799,2.1340884703633183,3.201185,0.0,0.006567,0.0,22.0,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,dimer_deltaN,60.0,1606.631311,0.085918,7.992075,0.086035,4.741973,0.006163,MNYLQQQAGEGTEE,10.8,1.0058964968397375,0.01440557931245952,10.863682165869166,7.945226,0.0,0.075043,0.0,34.0 -175,118,126,Accession,120,126,xxRGTFpQ,,,6,891.4683,SecB WT apo,60.0,893.237543,0.023803,1.18167,0.0252,4.117452,0.014168,VSRGTFPQ,4.5,0.41217217144593193,0.009164773824960632,1.8547747715066938,2.866933,0,0.018046,0,49,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,300.0,1161.448646,0.026355,3.209031,0.031721,4.117228,0.009645,QPEVKLDLDT,7.2,0.9269817546101659,0.009166870142261207,6.674268633193194,3.461806,0.0,0.000977,0.0,16.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaC,300.0,2154.462401,0.078271,6.973223,0.079913,6.009157,0.014863,IASMVARGTFPQLNLAPVNF,14.4,0.6724954492522307,0.009408989475899724,9.683934469232122,10.369175,0.0,0.083226,0.0,40.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaN,600.0,880.552586,0.01281,4.649065,0.023719,4.540886,0.003883,SIAGIEGTQ,6.3,0.9852341970029719,0.008351835945265751,6.206975441118723,4.718741,0.0,0.031945,0.0,19.0 -238,118,126,Accession,120,126,xxRGTFpQ,,,6,891.4683,SecB WT apo,300.0,893.56629,0.01262,1.510418,0.015091,4.103663,0.003357,VSRGTFPQ,4.5,0.5268410527905605,0.0062213366204567815,2.370784737557522,2.866933,0,0.018046,0,49,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,SecB his dimer apo,600.0,692.938152,0.024059,2.174087,0.033572,4.95305,0.004021,VTVTASL,4.5,0.6641733160260075,0.011311074660229369,2.9887799221170335,3.273373,0.0,0.023509,0.0,26.0,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,dimer_deltaC,6000.00048,2243.208436,0.02688,8.730548,0.036725,5.028354,0.005808,EAPNAPHVFQKDWQPEVKL,12.6,0.9707236774442106,0.00964350347426768,12.231118335797053,8.993855,0.0,0.080943,0.0,13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -301,118,126,Accession,120,126,xxRGTFpQ,,,6,891.4683,SecB WT apo,600.0,893.838597,0.028281,1.782724,0.029466,4.114652,0.00423,VSRGTFPQ,4.5,0.6218226934497597,0.01099795012550876,2.7982021205239187,2.866933,0,0.018046,0,49,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,6000.00048,1528.899493,0.049359,6.179923,0.049473,5.726907,0.009257,GAYCPNILFPAARE,9.0,1.2119466085761783,0.01140785030584682,10.907519477185605,5.099171,0.0,0.025247,0.0,36.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -364,118,126,Accession,120,126,xxRGTFpQ,,,6,891.4683,SecB WT apo,6000.00048,894.902035,0.037287,2.846163,0.038194,4.115173,0.002812,VSRGTFPQ,4.5,0.9927553242437128,0.014715008791565936,4.467398959096708,2.866933,0,0.018046,0,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -50,118,127,Accession,120,127,xxRGTFpQL,,,7,1004.5524,SecB WT apo,10.020000000000001,1006.585167,0.027651,1.515538,0.028917,5.198678,0.009844,VSRGTFPQL,5.4,0.38996085050760537,0.00750683438284959,2.105788592741069,3.886385,0,0.009917,0,50,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,10.020000000000001,1927.524429,0.098311,8.631881,0.098523,4.260606,0.003175,NYLQQQAGEGTEEHQDA,13.5,0.9735651755717942,0.014438716742947104,13.143129870219223,8.866259,0.0,0.083961,0.0,50.0,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,dimer_deltaC,30.0,1332.217612,0.018595,2.798844,0.020943,5.483529,0.008605,ISFEAPNAPHVF,7.2,0.6063892156799022,0.004562523963469962,4.366002352895296,4.61559,0.0,0.003636,0.0,5.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaN,30.0,1597.440825,0.054545,2.719897,0.082989,5.715338,0.009221,RVTVTASLGEETAFL,11.700000000000001,0.3540971898199452,0.011012020933810622,4.142937120893359,7.681216,0.0,0.046195,0.0,11.0 -113,118,127,Accession,120,127,xxRGTFpQL,,,7,1004.5524,SecB WT apo,30.0,1006.793359,0.025586,1.723729,0.026949,5.196603,0.008788,VSRGTFPQL,5.4,0.44353017006807094,0.007025961419780195,2.395062918367583,3.886385,0,0.009917,0,50,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,60.0,1590.236601,0.034226,4.539953,0.038225,4.854696,0.005213,ISFEAPNAPHVFQK,9.0,0.7298564370387006,0.009721091373548806,6.568707933348305,6.220337,0.0,0.064196,0.0,7.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaC,60.0,848.320349,0.045398,1.365183,0.049072,4.623688,0.00708,RVTVTASL,5.4,0.36146447359955264,0.013301061152326474,1.9519081574375843,3.776811,0.0,0.029739,0.0,23.0,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,dimer_deltaN,60.0,2059.356722,0.094375,9.314021,0.094713,4.496623,0.007513,MNYLQQQAGEGTEEHQDA,14.4,0.98317387317909,0.010000901138087995,14.157703773778897,9.473422,0.0,0.002415,0.0,35.0 -176,118,127,Accession,120,127,xxRGTFpQL,,,7,1004.5524,SecB WT apo,60.0,1006.892962,0.00827,1.823333,0.011833,5.203604,0.01106,VSRGTFPQL,5.4,0.4691591285989422,0.003271635688259964,2.533459294434288,3.886385,0,0.009917,0,50,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,300.0,1066.516829,0.050236,3.436532,0.050622,5.223983,0.014424,LDLDTASSQL,7.2,0.6098992118326267,0.009710761302631614,4.391274325194913,5.63459,0.0,0.03405,0.0,17.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaC,300.0,1211.035206,0.031874,3.660907,0.034148,5.388234,0.01531,SMVARGTFPQL,7.2,0.6871655942218811,0.007037427331806367,4.9475922783975435,5.327547,0.0,0.022525,0.0,41.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaN,600.0,853.771781,0.009799,2.809437,0.023642,5.707141,0.006801,GAYCPNIL,4.5,0.8566871580950289,0.009482412372595925,3.85509221142763,3.27942,0.0,0.02358,0.0,20.0 -239,118,127,Accession,120,127,xxRGTFpQL,,,7,1004.5524,SecB WT apo,300.0,1007.280205,0.038228,2.210576,0.039153,5.19107,0.004145,VSRGTFPQL,5.4,0.5688000545494077,0.010178417390695462,3.071520294566802,3.886385,0,0.009917,0,50,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,600.0,1242.610821,0.02524,4.303589,0.025675,5.943988,0.007666,VTASLGEETAFL,9.0,0.7270228123502293,0.01345043442458058,6.543205311152064,5.919469,0.0,0.103664,0.0,27.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaC,6000.00048,1390.991503,0.046441,4.424972,0.048089,4.690126,0.006126,QKDWQPEVKLD,7.2,0.9744472977029106,0.02130568021256627,7.016020543460956,4.541007,0.0,0.086153,0.0,14.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -302,118,127,Accession,120,127,xxRGTFpQL,,,7,1004.5524,SecB WT apo,600.0,1007.600084,0.014221,2.530454,0.016548,5.204578,0.007815,VSRGTFPQL,5.4,0.651107391573403,0.004570610457810469,3.5159799144963766,3.886385,0,0.009917,0,50,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,6000.00048,1632.887898,0.057036,6.79002,0.058275,5.863025,0.008071,GAYCPNILFPAAREC,9.9,1.2999012728848478,0.026429506621438302,12.869022601559994,5.223489,0.0,0.096278,0.0,37.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -365,118,127,Accession,120,127,xxRGTFpQL,,,7,1004.5524,SecB WT apo,6000.00048,1008.806928,0.043533,3.737299,0.044348,5.204482,0.00315,VSRGTFPQL,5.4,0.9616389009323575,0.011671973487796493,5.1928500650347305,3.886385,0,0.009917,0,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -51,118,129,Accession,120,129,xxRGTFpQLNL,,,9,1231.6793,SecB WT apo,10.020000000000001,1235.244653,0.007879,2.842809,0.058435,5.527923,0.009807,VSRGTFPQLNL,7.2,0.5402528735763247,0.012574464106736778,3.8898206897495378,5.261997,0,0.057452,0,51,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,10.020000000000001,1812.230887,0.055673,7.460493,0.057106,3.832096,0.002619,YLQQQAGEGTEEHQDA,12.6,1.0056901314886655,0.008652866402712291,12.671695656757185,7.418282,0.0,0.029146,0.0,51.0,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,dimer_deltaC,30.0,1461.056196,0.022596,3.465349,0.025261,5.25148,0.007499,ISFEAPNAPHVFQ,8.1,0.6231645695499406,0.0058173687199572,5.047633013354519,5.560889,0.0,0.032429,0.0,6.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaN,30.0,691.806803,0.029898,1.042738,0.037976,4.945487,0.004496,VTVTASL,4.5,0.3185515369009276,0.0118249134148051,1.433481916054174,3.273373,0.0,0.023509,0.0,12.0 -114,118,129,Accession,120,129,xxRGTFpQLNL,,,9,1231.6793,SecB WT apo,30.0,1235.523284,0.074112,3.121441,0.094049,5.524751,0.007594,VSRGTFPQLNL,7.2,0.593204633145933,0.019010571174096335,4.2710733586507175,5.261997,0,0.057452,0,51,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,60.0,2475.393268,0.078326,6.647763,0.081391,5.020757,0.005666,ISFEAPNAPHVFQKDWQPEVK,14.4,0.6625420756126192,0.008959768166971515,9.540605888821718,10.033722,0.0,0.057622,0.0,8.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaC,60.0,1485.09655,0.044359,3.482426,0.056852,5.262732,0.002888,RVTVTASLGEETAF,10.8,0.4818154222397719,0.008238247725924297,5.203606560189537,7.227718,0.0,0.036737,0.0,24.0,139.0,156.0,Accession,141.0,156.0,xxLQQQAGEGTEEHQDA,,,16.0,1917.8209,dimer_deltaN,60.0,1927.529033,0.104622,8.636485,0.104822,4.265528,0.004858,NYLQQQAGEGTEEHQDA,13.5,0.9740844475668938,0.01499536950897467,13.150140042153067,8.866259,0.0,0.083961,0.0,36.0 -177,118,129,Accession,120,129,xxRGTFpQLNL,,,9,1231.6793,SecB WT apo,60.0,1235.63355,0.031543,3.231707,0.065936,5.530151,0.012008,VSRGTFPQLNL,7.2,0.614159795226033,0.014211993237250914,4.421950525627438,5.261997,0,0.057452,0,51,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,300.0,1369.283965,0.091715,4.957632,0.092473,5.040007,0.013148,LDLDTASSQLADD,9.9,0.7133858267716535,0.015360639971027611,7.06251968503937,6.94944,0.0,0.074753,0.0,18.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaC,300.0,1123.990663,0.045767,3.667749,0.047295,5.342578,0.016008,MVARGTFPQL,6.3,0.7666228287810072,0.011083906292403366,4.8297238213203455,4.784294,0.0,0.031285,0.0,42.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaN,600.0,1001.297866,0.022472,3.158261,0.032029,6.397075,0.008168,GAYCPNILF,5.4,0.9463130101592898,0.012057527139390244,5.110090254860165,3.337438,0.0,0.025744,0.0,21.0 -240,118,129,Accession,120,129,xxRGTFpQLNL,,,9,1231.6793,SecB WT apo,300.0,1235.98488,0.03664,3.583036,0.068521,5.519437,0.003369,VSRGTFPQLNL,7.2,0.6809270320754649,0.014994717165334194,4.9026746309433475,5.261997,0,0.057452,0,51,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,SecB his dimer apo,600.0,928.642287,0.009768,3.695927,0.030866,5.298644,0.006123,ASLGEETAF,6.3,0.8190209404035265,0.009575649972317895,5.159831924542217,4.512616,0.0,0.036923,0.0,28.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaC,6000.00048,904.792772,0.002837,2.870613,0.009286,4.512609,0.005075,DWQPEVK,3.6,1.0349757932278725,0.009644234069064178,3.725912855620341,2.773604,0.0,0.024238,0.0,15.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -303,118,129,Accession,120,129,xxRGTFpQLNL,,,9,1231.6793,SecB WT apo,600.0,1236.249407,0.077958,3.847563,0.097108,5.535043,0.010732,VSRGTFPQLNL,7.2,0.7311982503980903,0.02010738964326104,5.2646274028662505,5.261997,0,0.057452,0,51,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,SecB his dimer apo,6000.00048,872.180259,0.01905,2.167251,0.023547,6.442795,0.007063,YCPNILF,3.6,1.1523327649433657,0.02486188481993193,4.148397953796117,1.880751,0.0,0.035057,0.0,38.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -366,118,129,Accession,120,129,xxRGTFpQLNL,,,9,1231.6793,SecB WT apo,6000.00048,1237.465209,0.019766,5.063366,0.061182,5.532381,0.000978,VSRGTFPQLNL,7.2,0.9622517838759695,0.015670657881891155,6.928212843906981,5.261997,0,0.057452,0,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -52,118,134,Accession,120,134,xxRGTFpQLNLApVNF,,,13,1759.949,SecB WT apo,10.020000000000001,1766.118431,0.046366,5.106977,0.046467,5.859868,0.011736,VSRGTFPQLNLAPVNF,10.8,0.6184475987122863,0.005914410023331319,6.679234066092692,8.257736,0,0.024315,0,52,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,10.020000000000001,1648.599192,0.061463,7.022481,0.06239,3.464242,0.00217,LQQQAGEGTEEHQDA,11.700000000000001,0.9871699192170207,0.009839877947883198,11.549888054839142,7.113751,0.0,0.03215,0.0,52.0,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,dimer_deltaC,30.0,1589.741446,0.019936,4.044798,0.026214,4.849809,0.002599,ISFEAPNAPHVFQK,9.0,0.6502538367294248,0.007924343574093436,5.852284530564823,6.220337,0.0,0.064196,0.0,7.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaN,30.0,1241.227102,0.05074,2.919869,0.050958,5.942935,0.007361,VTASLGEETAFL,9.0,0.49326535876782185,0.012195342811855782,4.4393882289103965,5.919469,0.0,0.103664,0.0,13.0 -115,118,134,Accession,120,134,xxRGTFpQLNLApVNF,,,13,1759.949,SecB WT apo,30.0,1766.596573,0.04802,5.585119,0.048118,5.858159,0.009745,VSRGTFPQLNLAPVNF,10.8,0.6763499099511052,0.0061579481092232735,7.304579027471937,8.257736,0,0.024315,0,52,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,60.0,2589.757392,0.068358,7.845219,0.069479,5.316283,0.007468,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.7281478894371013,0.006603010178675963,11.14066270838765,10.774211,0.0,0.021003,0.0,9.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaC,60.0,1598.083426,0.016181,3.362499,0.064606,5.72512,0.007586,RVTVTASLGEETAFL,11.700000000000001,0.4377560792457861,0.008813305077712554,5.121746127175697,7.681216,0.0,0.046195,0.0,25.0,140.0,156.0,Accession,142.0,156.0,xxQQQAGEGTEEHQDA,,,15.0,1803.778,dimer_deltaN,60.0,1812.246517,0.100283,7.476124,0.101085,3.835197,0.003862,YLQQQAGEGTEEHQDA,12.6,1.0077972231306387,0.014190100220224102,12.698245011446048,7.418282,0.0,0.029146,0.0,37.0 -178,118,134,Accession,120,134,xxRGTFpQLNLApVNF,,,13,1759.949,SecB WT apo,60.0,1766.79279,0.046617,5.781336,0.046718,5.861506,0.013244,VSRGTFPQLNLAPVNF,10.8,0.7001115075609101,0.006021365216699785,7.5612042816578295,8.257736,0,0.024315,0,52,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,300.0,1632.050435,0.041469,5.418593,0.055171,5.664441,0.01412,LDLDTASSQLADDVY,11.700000000000001,0.643839252667369,0.007451692434450311,7.532919256208218,8.416065,0.0,0.046315,0.0,19.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaC,300.0,878.775513,0.015811,2.80597,0.019599,4.112467,0.006727,VARGTFPQ,4.5,0.9787358128006479,0.009202608134119142,4.4043111576029155,2.866933,0.0,0.018046,0.0,43.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaN,600.0,1527.411841,0.026202,4.69227,0.026415,5.727736,0.006975,GAYCPNILFPAARE,9.0,0.9202025191938061,0.006898776159640071,8.281822672744255,5.099171,0.0,0.025247,0.0,22.0 -241,118,134,Accession,120,134,xxRGTFpQLNLApVNF,,,13,1759.949,SecB WT apo,300.0,1767.131414,0.039606,6.11996,0.039724,5.849938,0.002055,VSRGTFPQLNLAPVNF,10.8,0.7411183888659071,0.005282351103220655,8.004078599751796,8.257736,0,0.024315,0,52,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,SecB his dimer apo,600.0,1041.814198,0.004128,3.700888,0.023309,5.905831,0.006975,ASLGEETAFL,7.2,0.76734944380514,0.006679923513153524,5.524915995397008,4.82295,0.0,0.028983,0.0,29.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaC,6000.00048,1161.972993,0.017672,3.733378,0.024979,4.111714,0.002711,QPEVKLDLDT,7.2,1.0784480701691546,0.0072220142013354515,7.764826105217913,3.461806,0.0,0.000977,0.0,16.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -304,118,134,Accession,120,134,xxRGTFpQLNLApVNF,,,13,1759.949,SecB WT apo,600.0,1767.402952,0.081859,6.391497,0.081916,5.864668,0.009691,VSRGTFPQLNLAPVNF,10.8,0.7740011305762258,0.010178345284430707,8.35921221022324,8.257736,0,0.024315,0,52,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,6000.00048,1396.861197,0.078851,5.294629,0.079821,5.506114,0.007206,IASMVARGTFPQL,9.0,0.8455311545367161,0.015493944865262222,7.609780390830445,6.261897,0.0,0.065228,0.0,39.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -367,118,134,Accession,120,134,xxRGTFpQLNLApVNF,,,13,1759.949,SecB WT apo,6000.00048,1768.613806,0.020445,7.602352,0.020673,5.863158,0.002888,VSRGTFPQLNLAPVNF,10.8,0.9206339364687852,0.003689972394266175,9.94284651386288,8.257736,0,0.024315,0,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -53,127,134,Accession,129,134,xxApVNF,,,5,774.4145,SecB WT apo,10.020000000000001,777.256827,0.00609,2.454506,0.018228,5.491457,0.012291,NLAPVNF,3.6,0.9058982709546362,0.009412448976792496,3.2612337754366902,2.709472,0,0.019689,0,53,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,30.0,1203.550331,0.019781,3.148423,0.026491,5.512973,0.008577,MTFQIQRIY,6.3,0.6205745653802184,0.005768407396420361,3.909619761895376,5.0734,0.0,0.020042,0.0,0.0,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,dimer_deltaC,30.0,2474.519918,0.069555,5.774413,0.072989,5.013088,0.005685,ISFEAPNAPHVFQKDWQPEVK,14.4,0.5755005968871771,0.007989962694651529,8.28720859517535,10.033722,0.0,0.057622,0.0,8.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaN,30.0,927.740531,0.006406,2.794171,0.029972,5.293148,0.00709,ASLGEETAF,6.3,0.619190952653627,0.008353531587280036,3.90090300171785,4.512616,0.0,0.036923,0.0,14.0 -116,127,134,Accession,129,134,xxApVNF,,,5,774.4145,SecB WT apo,30.0,777.470913,0.035105,2.668592,0.039084,5.486562,0.008553,NLAPVNF,3.6,0.9849121895336065,0.016102892465644152,3.5456838823209833,2.709472,0,0.019689,0,53,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,SecB his dimer apo,60.0,984.833836,0.009414,2.817975,0.016174,4.856428,0.00604,EAPNAPHVF,4.5,0.9513931043982571,0.00799792839900318,4.281268969792157,2.961946,0.0,0.018193,0.0,10.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaC,60.0,692.249863,0.031299,1.485798,0.039089,4.95476,0.004384,VTVTASL,4.5,0.45390427549808715,0.012378466122614262,2.0425692397413924,3.273373,0.0,0.023509,0.0,26.0,141.0,156.0,Accession,143.0,156.0,xxQQAGEGTEEHQDA,,,14.0,1640.7147,dimer_deltaN,60.0,1648.629587,0.062091,7.052877,0.06301,3.468627,0.00441,LQQQAGEGTEEHQDA,11.700000000000001,0.9914427704877496,0.009926340446165532,11.599880414706671,7.113751,0.0,0.03215,0.0,38.0 -179,127,134,Accession,129,134,xxApVNF,,,5,774.4145,SecB WT apo,60.0,777.522947,0.019757,2.720626,0.026182,5.491567,0.011226,NLAPVNF,3.6,1.004116669225591,0.01210856057314698,3.6148200092121274,2.709472,0,0.019689,0,53,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,300.0,1761.327218,0.059999,5.550497,0.062394,5.607937,0.015669,LDLDTASSQLADDVYE,12.6,0.6309283626237858,0.007347288729393858,7.9496973690597015,8.797349,0.0,0.026752,0.0,20.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaC,300.0,992.590874,0.023869,3.515613,0.030695,5.222932,0.014465,VARGTFPQL,5.4,0.9045972027990021,0.008228483305811126,4.884824895114612,3.886385,0.0,0.009917,0.0,44.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaN,600.0,1631.277587,0.046465,5.179708,0.047978,5.864261,0.007469,GAYCPNILFPAAREC,9.9,0.9916184374084065,0.020455394478980173,9.817022530343225,5.223489,0.0,0.096278,0.0,23.0 -242,127,134,Accession,129,134,xxApVNF,,,5,774.4145,SecB WT apo,300.0,777.53449,0.018496,2.732169,0.025245,5.481115,0.003304,NLAPVNF,3.6,1.0083769088589953,0.011853526243279212,3.630156871892383,2.709472,0,0.019689,0,53,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,600.0,1095.180335,0.01381,0.95926,0.019211,5.738497,0.005882,LCEVQQGGIF,7.2,0.3910802426731059,0.008828486541262169,2.8157777472463628,2.452847,0.0,0.025554,0.0,30.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaC,6000.00048,1067.991769,0.026987,4.911472,0.027699,5.212586,0.00585,LDLDTASSQL,7.2,0.8716644866795986,0.0072050286032986745,6.27598430409311,5.63459,0.0,0.03405,0.0,17.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -305,127,134,Accession,129,134,xxApVNF,,,5,774.4145,SecB WT apo,600.0,777.525221,0.024697,2.7229,0.030085,5.494679,0.006653,NLAPVNF,3.6,1.0049559471365639,0.013289878201554852,3.6178414096916303,2.709472,0,0.019689,0,53,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,6000.00048,2156.006888,0.120873,8.51771,0.121943,5.999033,0.00705,IASMVARGTFPQLNLAPVNF,14.4,0.8214452933815852,0.013482237774121872,11.828812224694827,10.369175,0.0,0.083226,0.0,40.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -368,127,134,Accession,129,134,xxApVNF,,,5,774.4145,SecB WT apo,6000.00048,777.535974,0.009639,2.733653,0.0197,5.4944,0.003097,NLAPVNF,3.6,1.008924617047159,0.010325525409984099,3.6321286213697728,2.709472,0,0.019689,0,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -54,137,152,Accession,139,152,xxNYLQQQAGEGTEE,,,14,1744.7483,SecB WT apo,10.020000000000001,1754.026105,0.0086,8.210642,0.024208,5.306373,0.01019,FMNYLQQQAGEGTEE,11.700000000000001,0.9836521646622377,0.013766112517184322,11.508730326548182,8.347099,0,0.114195,0,54,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,SecB his dimer apo,30.0,970.253111,0.012771,2.194407,0.017532,5.135921,0.004862,FQIQRIY,4.5,0.602444306200182,0.005392374122366405,2.710999377900819,3.642506,0.0,0.0147,0.0,1.0,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,dimer_deltaC,30.0,2588.894478,0.035723,6.982305,0.037823,5.307579,0.009264,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.6480571988055552,0.0037309038020305,9.915275141724996,10.774211,0.0,0.021003,0.0,9.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaN,30.0,1040.896505,0.030778,2.783195,0.038387,5.904494,0.009086,ASLGEETAFL,7.2,0.5770731606174645,0.008681906126721574,4.154926756445745,4.82295,0.0,0.028983,0.0,15.0 -117,137,152,Accession,139,152,xxNYLQQQAGEGTEE,,,14,1744.7483,SecB WT apo,30.0,1754.131643,0.135033,8.31618,0.136916,5.299233,0.008886,FMNYLQQQAGEGTEE,11.700000000000001,0.9962958388297538,0.021326813193472006,11.65666131430812,8.347099,0,0.114195,0,54,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,60.0,1242.388758,0.025718,4.050813,0.031709,4.066545,0.007012,EAPNAPHVFQK,6.3,0.9373050276206532,0.008142505406364043,5.905021674010115,4.321766,0.0,0.016281,0.0,11.0,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,dimer_deltaC,60.0,1241.721293,0.050466,3.414061,0.050685,5.948404,0.006859,VTASLGEETAFL,9.0,0.576751225489989,0.01324125762166352,5.190761029409901,5.919469,0.0,0.103664,0.0,27.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaN,300.0,1390.304679,0.013328,3.738148,0.018259,4.698442,0.011592,QKDWQPEVKLD,7.2,0.8231980263408535,0.016127196231005836,5.927025789654145,4.541007,0.0,0.086153,0.0,0.0 -180,137,152,Accession,139,152,xxNYLQQQAGEGTEE,,,14,1744.7483,SecB WT apo,60.0,1754.042228,0.084073,8.226765,0.087065,5.305216,0.01136,FMNYLQQQAGEGTEE,11.700000000000001,0.9855837339415766,0.017047098913081725,11.531329687116447,8.347099,0,0.114195,0,54,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,SecB his dimer apo,300.0,952.547893,0.005895,2.613848,0.013557,4.83126,0.014278,DLDTASSQL,6.3,0.5740148945103943,0.0039715881610718285,3.616293835415484,4.553624,0.0,0.020853,0.0,21.0,9.0,18.0,Accession,11.0,18.0,xxFQIQRIY,,,8.0,1199.6241,dimer_deltaC,600.0,1205.018429,0.044812,4.61652,0.048152,5.516628,0.004647,MTFQIQRIY,6.3,0.9099459928253243,0.01014898989457023,5.732659754799543,5.0734,0.0,0.020042,0.0,0.0,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,dimer_deltaN,600.0,871.259333,0.002913,1.246326,0.014143,6.44182,0.008279,YCPNILF,3.6,0.6626746443309083,0.014461151555769741,2.3856287195912698,1.880751,0.0,0.035057,0.0,24.0 -243,137,152,Accession,139,152,xxNYLQQQAGEGTEE,,,14,1744.7483,SecB WT apo,300.0,1754.115822,0.042148,8.300359,0.047838,5.294384,0.003252,FMNYLQQQAGEGTEE,11.700000000000001,0.9944004497850092,0.014762098005385249,11.634485262484608,8.347099,0,0.114195,0,54,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,SecB his dimer apo,600.0,981.943695,0.023211,0.917699,0.02682,5.511461,0.005397,CEVQQGGIF,6.3,0.4086482842275039,0.015942223584056243,2.5744841906332745,2.245694,0.0,0.058034,0.0,31.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaC,6000.00048,1370.624211,0.022885,6.297878,0.025755,5.027095,0.006761,LDLDTASSQLADD,9.9,0.9062425173826956,0.010428888871061638,8.971800922088686,6.94944,0.0,0.074753,0.0,18.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -306,137,152,Accession,139,152,xxNYLQQQAGEGTEE,,,14,1744.7483,SecB WT apo,600.0,1754.032903,0.082885,8.21744,0.085918,5.306447,0.007209,FMNYLQQQAGEGTEE,11.700000000000001,0.9844665793469084,0.016951222697300244,11.51825897835883,8.347099,0,0.114195,0,54,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,6000.00048,1212.84935,0.04893,5.475051,0.050441,5.375302,0.007304,SMVARGTFPQL,7.2,1.0276870387065566,0.010417390904532154,7.399346678687208,5.327547,0.0,0.022525,0.0,41.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -369,137,152,Accession,139,152,xxNYLQQQAGEGTEE,,,14,1744.7483,SecB WT apo,6000.00048,1754.177853,0.037663,8.36239,0.043939,5.307309,0.002611,FMNYLQQQAGEGTEE,11.700000000000001,1.001831893931053,0.014681968751776133,11.721433158993323,8.347099,0,0.114195,0,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -55,137,155,Accession,139,155,xxNYLQQQAGEGTEEHQD,,,17,2124.8927,SecB WT apo,10.020000000000001,2134.930233,0.160697,8.776319,0.165468,4.993293,0.01082,FMNYLQQQAGEGTEEHQD,14.4,1.0174079876839681,0.026580534241384676,14.650675022649141,8.626155,0,0.156008,0,55,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,30.0,1676.412802,0.009313,2.566765,0.021522,5.125878,0.004267,TKDISFEAPNAPHVF,9.9,0.48755703961388486,0.007031063733403459,4.82681469217746,5.264543,0.0,0.061768,0.0,2.0,24.0,33.0,Accession,27.0,33.0,xxxNApHVF,,,6.0,981.4789,dimer_deltaC,30.0,984.39394,0.029642,2.378079,0.032429,4.848829,0.003946,EAPNAPHVF,4.5,0.8028772300372795,0.012007915426510297,3.612947535167758,2.961946,0.0,0.018193,0.0,10.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaN,30.0,1094.441856,0.021246,0.22078,0.025094,5.734349,0.008993,LCEVQQGGIF,7.2,0.09000969077973472,0.010273446760192834,0.64806977361409,2.452847,0.0,0.025554,0.0,16.0 -118,137,155,Accession,139,155,xxNYLQQQAGEGTEEHQD,,,17,2124.8927,SecB WT apo,30.0,2135.074866,0.102164,8.920952,0.109516,4.991807,0.007173,FMNYLQQQAGEGTEEHQD,14.4,1.0341747858692545,0.022605431081625167,14.892116916517265,8.626155,0,0.156008,0,55,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,60.0,2127.707913,0.072255,6.376827,0.075489,4.598918,0.007554,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.7736895936715157,0.009738572449282142,9.052168245956734,8.2421,0.0,0.035257,0.0,12.0,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,dimer_deltaC,60.0,928.048919,0.035058,3.102559,0.045677,5.303145,0.005427,ASLGEETAF,6.3,0.6875300269289476,0.011580257290562987,4.33143916965237,4.512616,0.0,0.036923,0.0,28.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaN,300.0,904.248311,0.014894,2.326152,0.017321,4.519526,0.013875,DWQPEVK,3.6,0.838674879326681,0.009628803958145613,3.019229565576052,2.773604,0.0,0.024238,0.0,1.0 -181,137,155,Accession,139,155,xxNYLQQQAGEGTEEHQD,,,17,2124.8927,SecB WT apo,60.0,2135.013841,0.106327,8.859927,0.113409,4.994849,0.0107,FMNYLQQQAGEGTEEHQD,14.4,1.0271003709068525,0.022757390662424017,14.790245341058675,8.626155,0,0.156008,0,55,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,SecB his dimer apo,300.0,723.461794,0.013413,1.765501,0.020402,4.220186,0.015203,DTASSQL,4.5,0.5515148296646398,0.006472909339510744,2.4818167334908794,3.201185,0.0,0.006567,0.0,22.0,11.0,18.0,Accession,13.0,18.0,xxIQRIY,,,6.0,967.536,dimer_deltaC,600.0,971.389913,0.018832,3.331209,0.022337,5.140458,0.007629,FQIQRIY,4.5,0.914537683671626,0.007157317624986935,4.115419576522317,3.642506,0.0,0.0147,0.0,1.0,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,dimer_deltaN,600.0,1395.732933,0.053717,4.166366,0.05513,5.506715,0.005173,IASMVARGTFPQL,9.0,0.6653520490675588,0.01120474490253714,5.98816844160803,6.261897,0.0,0.065228,0.0,25.0 -244,137,155,Accession,139,155,xxNYLQQQAGEGTEEHQD,,,17,2124.8927,SecB WT apo,300.0,2134.627488,0.032687,8.473573,0.05123,4.988096,0.003635,FMNYLQQQAGEGTEEHQD,14.4,0.9823117020271488,0.018731947896246718,14.145288509190943,8.626155,0,0.156008,0,55,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,SecB his dimer apo,600.0,749.460617,0.031251,0.676144,0.032559,5.406991,0.006707,VQQGGIF,4.5,0.4562907815824654,0.023125795252825536,2.0533085171210943,1.481827,0.0,0.023424,0.0,32.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaC,6000.00048,1634.003149,0.031416,7.371307,0.048074,5.652991,0.008021,LDLDTASSQLADDVY,11.700000000000001,0.8758614625718789,0.007474048281591363,10.247579112090984,8.416065,0.0,0.046315,0.0,19.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -307,137,155,Accession,139,155,xxNYLQQQAGEGTEEHQD,,,17,2124.8927,SecB WT apo,600.0,2134.927734,0.091263,8.77382,0.099423,4.998559,0.005024,FMNYLQQQAGEGTEEHQD,14.4,1.017118287348187,0.0217076297095953,14.646503337813893,8.626155,0,0.156008,0,55,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,6000.00048,1124.874182,0.012636,4.551268,0.017373,5.330215,0.006189,MVARGTFPQL,6.3,0.9512935450873212,0.007202915543404848,5.993149334050123,4.784294,0.0,0.031285,0.0,42.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -370,137,155,Accession,139,155,xxNYLQQQAGEGTEEHQD,,,17,2124.8927,SecB WT apo,6000.00048,2135.21708,0.092512,9.063166,0.100571,4.999164,0.001701,FMNYLQQQAGEGTEEHQD,14.4,1.0506611578391531,0.022293339332271116,15.129520672883805,8.626155,0,0.156008,0,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -56,137,156,Accession,139,156,xxNYLQQQAGEGTEEHQDA,,,18,2195.9298,SecB WT apo,10.020000000000001,2206.604978,0.040643,9.350346,0.041481,5.003905,0.012907,FMNYLQQQAGEGTEEHQDA,15.3,0.9898832383292322,0.008131504145078279,15.145213546437253,9.445908,0,0.065306,0,56,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,30.0,1805.299301,0.059403,3.426827,0.060313,4.94444,0.005038,TKDISFEAPNAPHVFQ,10.8,0.542399689770335,0.010034229755508037,5.857916649519619,6.3179,0.0,0.036001,0.0,3.0,24.0,35.0,Accession,27.0,35.0,xxxNApHVFQK,,,8.0,1237.6324,dimer_deltaC,30.0,1241.927729,0.020753,3.589783,0.027834,4.052444,0.007796,EAPNAPHVFQK,6.3,0.8306287290889881,0.007160352119518361,5.232960993260625,4.321766,0.0,0.016281,0.0,11.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaN,30.0,981.268149,0.007113,0.242153,0.015205,5.50693,0.008415,CEVQQGGIF,6.3,0.10782991805651172,0.007321739926735047,0.6793284837560238,2.245694,0.0,0.058034,0.0,17.0 -119,137,156,Accession,139,156,xxNYLQQQAGEGTEEHQDA,,,18,2195.9298,SecB WT apo,30.0,2206.686084,0.12446,9.431452,0.124737,5.000335,0.007029,FMNYLQQQAGEGTEEHQDA,15.3,0.9984696018635796,0.014900852629061111,15.276584908512769,9.445908,0,0.065306,0,56,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,60.0,2241.9129,0.048929,7.435012,0.054956,5.033334,0.004724,EAPNAPHVFQKDWQPEVKL,12.6,0.8266768810482269,0.009627542142676884,10.416128701207658,8.993855,0.0,0.080943,0.0,13.0,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,dimer_deltaC,60.0,1041.15985,0.058317,3.046539,0.062667,5.910941,0.006834,ASLGEETAFL,7.2,0.6316754268653003,0.013536637127146553,4.548063073430162,4.82295,0.0,0.028983,0.0,29.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaN,300.0,1161.448646,0.026355,3.209031,0.031721,4.117228,0.009645,QPEVKLDLDT,7.2,0.9269817546101659,0.009166870142261207,6.674268633193194,3.461806,0.0,0.000977,0.0,2.0 -182,137,156,Accession,139,156,xxNYLQQQAGEGTEEHQDA,,,18,2195.9298,SecB WT apo,60.0,2206.699794,0.056932,9.445162,0.057533,5.004496,0.011209,FMNYLQQQAGEGTEEHQDA,15.3,0.999921024003198,0.00921352873792341,15.298791667248931,9.445908,0,0.065306,0,56,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,SecB his dimer apo,300.0,848.932887,0.016516,1.977721,0.024896,4.629619,0.012764,RVTVTASL,5.4,0.5236483901365464,0.0077751638592490945,2.827701306737351,3.776811,0.0,0.029739,0.0,23.0,18.0,33.0,Accession,20.0,33.0,xxDISFEApNApHVF,,,12.0,1672.8329,dimer_deltaC,600.0,1677.739026,0.007954,3.892989,0.02097,5.128364,0.007207,TKDISFEAPNAPHVF,9.9,0.7394733028108993,0.009546794601826303,7.320785697827903,5.264543,0.0,0.061768,0.0,2.0,114.0,134.0,Accession,116.0,134.0,xxSMVARGTFpQLNLApVNF,,,17.0,2146.1478,dimer_deltaN,600.0,2154.946697,0.091167,7.457519,0.09258,5.999662,0.008303,IASMVARGTFPQLNLAPVNF,14.4,0.7192008043069964,0.010631932931958807,10.356491582020748,10.369175,0.0,0.083226,0.0,26.0 -245,137,156,Accession,139,156,xxNYLQQQAGEGTEEHQDA,,,18,2195.9298,SecB WT apo,300.0,2206.724542,0.029179,9.469909,0.030335,4.997132,0.003468,FMNYLQQQAGEGTEEHQDA,15.3,1.0025408886048859,0.007639082056162737,15.338875595654756,9.445908,0,0.065306,0,56,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,600.0,880.552586,0.01281,4.649065,0.023719,4.540886,0.003883,SIAGIEGTQ,6.3,0.9852341970029719,0.008351835945265751,6.206975441118723,4.718741,0.0,0.031945,0.0,33.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaC,6000.00048,1763.716546,0.036301,7.939825,0.040136,5.594438,0.007921,LDLDTASSQLADDVYE,12.6,0.9025247264829438,0.005324163924318604,11.371811553685092,8.797349,0.0,0.026752,0.0,20.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -308,137,156,Accession,139,156,xxNYLQQQAGEGTEEHQDA,,,18,2195.9298,SecB WT apo,600.0,2206.63468,0.064941,9.380047,0.065469,5.007309,0.005737,FMNYLQQQAGEGTEEHQDA,15.3,0.9930275628346158,0.009755647757373151,15.193321711369622,9.445908,0,0.065306,0,56,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,SecB his dimer apo,6000.00048,879.465196,0.026076,3.495653,0.028533,4.108567,0.002091,VARGTFPQ,4.5,1.2193005556809315,0.012568042605108487,5.486852500564192,2.866933,0.0,0.018046,0.0,43.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -371,137,156,Accession,139,156,xxNYLQQQAGEGTEEHQDA,,,18,2195.9298,SecB WT apo,6000.00048,2206.822495,0.059387,9.567863,0.059964,5.008865,0.002592,FMNYLQQQAGEGTEEHQDA,15.3,1.0129108816219679,0.009451992816055617,15.49753648881611,9.445908,0,0.065306,0,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -57,138,152,Accession,140,152,xxYLQQQAGEGTEE,,,13,1597.6799,SecB WT apo,10.020000000000001,1606.508477,0.027874,7.920892,0.035781,4.74694,0.009317,MNYLQQQAGEGTEE,10.8,0.9969372803240588,0.010437642040725545,10.766922627499836,7.945226,0,0.075043,0,57,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,30.0,1934.103277,0.039376,3.980239,0.04221,4.616682,0.005151,TKDISFEAPNAPHVFQK,11.700000000000001,0.5842797093162797,0.006924774319008842,6.836072599000473,6.812215,0.0,0.036048,0.0,4.0,24.0,42.0,Accession,27.0,42.0,xxxNApHVFQKDWQpEVK,,,14.0,2120.056,dimer_deltaC,30.0,2126.760951,0.042787,5.429866,0.048047,4.591731,0.005279,EAPNAPHVFQKDWQPEVK,11.700000000000001,0.6587964232416494,0.006474904391904315,7.7079181519272995,8.2421,0.0,0.035257,0.0,12.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaN,30.0,748.969183,0.003546,0.18471,0.0098,5.403124,0.008354,VQQGGIF,4.5,0.12465017846212818,0.006900748809555226,0.5609258030795768,1.481827,0.0,0.023424,0.0,18.0 -120,138,152,Accession,140,152,xxYLQQQAGEGTEE,,,13,1597.6799,SecB WT apo,30.0,1606.545317,0.147639,7.957732,0.149334,4.744398,0.007592,MNYLQQQAGEGTEE,10.8,1.001574026969151,0.0210418242213791,10.816999491266833,7.945226,0,0.075043,0,57,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,60.0,1389.933731,0.025593,3.3672,0.028474,4.694064,0.007933,QKDWQPEVKLD,7.2,0.741509537421986,0.015402243871596694,5.338868669438299,4.541007,0.0,0.086153,0.0,14.0,75.0,85.0,Accession,77.0,85.0,xxEVQQGGIF,,,9.0,1093.5347,dimer_deltaC,60.0,1094.523658,0.045139,0.302582,0.047073,5.743076,0.007396,LCEVQQGGIF,7.2,0.12335950835906194,0.019234152248297737,0.888188460185246,2.452847,0.0,0.025554,0.0,30.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaN,300.0,1066.516829,0.050236,3.436532,0.050622,5.223983,0.014424,LDLDTASSQL,7.2,0.6098992118326267,0.009710761302631614,4.391274325194913,5.63459,0.0,0.03405,0.0,3.0 -183,138,152,Accession,140,152,xxYLQQQAGEGTEE,,,13,1597.6799,SecB WT apo,60.0,1606.470276,0.05743,7.882691,0.061657,4.748784,0.011063,MNYLQQQAGEGTEE,10.8,0.9921292358455254,0.012166826805807876,10.714995747131674,7.945226,0,0.075043,0,57,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,300.0,1485.8572,0.0696,4.243076,0.078158,5.269738,0.016869,RVTVTASLGEETAF,10.8,0.5870561081658139,0.011217778684874502,6.340205968190791,7.227718,0.0,0.036737,0.0,24.0,18.0,34.0,Accession,20.0,34.0,xxDISFEApNApHVFQ,,,13.0,1800.8915,dimer_deltaC,600.0,1806.695266,0.00899,4.822792,0.013774,4.94812,0.006167,TKDISFEAPNAPHVFQ,10.8,0.763353645989965,0.004865561417643871,8.244219376691623,6.3179,0.0,0.036001,0.0,3.0,116.0,127.0,Accession,118.0,127.0,xxVARGTFpQL,,,9.0,1206.63,dimer_deltaN,600.0,1211.498285,0.027981,4.123986,0.030546,5.375842,0.007318,SMVARGTFPQL,7.2,0.7740872112437488,0.0066019489336817255,5.573427920954991,5.327547,0.0,0.022525,0.0,27.0 -246,138,152,Accession,140,152,xxYLQQQAGEGTEE,,,13,1597.6799,SecB WT apo,300.0,1606.527124,0.086421,7.939539,0.089286,4.739633,0.004904,MNYLQQQAGEGTEE,10.8,0.9992842242624691,0.014675383709361306,10.792269622034667,7.945226,0,0.075043,0,57,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,SecB his dimer apo,600.0,853.771781,0.009799,2.809437,0.023642,5.707141,0.006801,GAYCPNIL,4.5,0.8566871580950289,0.009482412372595925,3.85509221142763,3.27942,0.0,0.02358,0.0,34.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaC,6000.00048,954.063903,0.009972,4.129858,0.015763,4.823119,0.007136,DLDTASSQL,6.3,0.9069387371465012,0.005406711204380036,5.713714044022957,4.553624,0.0,0.020853,0.0,21.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -309,138,152,Accession,140,152,xxYLQQQAGEGTEE,,,13,1597.6799,SecB WT apo,600.0,1606.462513,0.120672,7.874928,0.12274,4.750338,0.006805,MNYLQQQAGEGTEE,10.8,0.9911521711276683,0.018063395826272095,10.704443448178818,7.945226,0,0.075043,0,57,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,SecB his dimer apo,6000.00048,993.255781,0.016682,4.18052,0.02551,5.212518,0.006313,VARGTFPQL,5.4,1.0756834436114795,0.007114740279078214,5.808690595501989,3.886385,0.0,0.009917,0.0,44.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -372,138,152,Accession,140,152,xxYLQQQAGEGTEE,,,13,1597.6799,SecB WT apo,6000.00048,1606.547018,0.014326,7.959433,0.02662,4.752809,0.001736,MNYLQQQAGEGTEE,10.8,1.0017881177955164,0.010037609132134681,10.819311672191578,7.945226,0,0.075043,0,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -58,138,156,Accession,140,156,xxYLQQQAGEGTEEHQDA,,,17,2048.8614,SecB WT apo,10.020000000000001,2059.318928,0.049281,9.248142,0.049678,4.499821,0.012428,MNYLQQQAGEGTEEHQDA,14.4,0.976219786260973,0.0052498358251329156,14.057564922158011,9.473422,0,0.002415,0,58,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,30.0,1332.217612,0.018595,2.798844,0.020943,5.483529,0.008605,ISFEAPNAPHVF,7.2,0.6063892156799022,0.004562523963469962,4.366002352895296,4.61559,0.0,0.003636,0.0,5.0,24.0,43.0,Accession,27.0,43.0,xxxNApHVFQKDWQpEVKL,,,15.0,2233.14,dimer_deltaC,30.0,2241.19136,0.101299,6.713472,0.104344,5.02668,0.006039,EAPNAPHVFQKDWQPEVKL,12.6,0.7464509934838843,0.0134063361587104,9.405282517896943,8.993855,0.0,0.080943,0.0,13.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaN,30.0,880.001234,0.03778,4.097712,0.042729,4.534247,0.006589,SIAGIEGTQ,6.3,0.868390954282085,0.010796153020734674,5.470863011977135,4.718741,0.0,0.031945,0.0,19.0 -121,138,156,Accession,140,156,xxYLQQQAGEGTEEHQDA,,,17,2048.8614,SecB WT apo,30.0,2059.332071,0.012174,9.261285,0.013694,4.493994,0.006996,MNYLQQQAGEGTEEHQDA,14.4,0.9776071413265451,0.001466843520169163,14.07754283510225,9.473422,0,0.002415,0,58,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,SecB his dimer apo,60.0,903.891642,0.013706,1.969483,0.016311,4.514095,0.007818,DWQPEVK,3.6,0.7100808190354498,0.008549212728251807,2.5562909485276193,2.773604,0.0,0.024238,0.0,15.0,76.0,85.0,Accession,78.0,85.0,xxVQQGGIF,,,8.0,980.4506,dimer_deltaC,60.0,981.329524,0.028662,0.303528,0.031656,5.517115,0.00801,CEVQQGGIF,6.3,0.1351599995368915,0.014522602441074254,0.8515079970824164,2.245694,0.0,0.058034,0.0,31.0,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,dimer_deltaN,300.0,1369.283965,0.091715,4.957632,0.092473,5.040007,0.013148,LDLDTASSQLADD,9.9,0.7133858267716535,0.015360639971027611,7.06251968503937,6.94944,0.0,0.074753,0.0,4.0 -184,138,156,Accession,140,156,xxYLQQQAGEGTEEHQDA,,,17,2048.8614,SecB WT apo,60.0,2059.400891,0.052369,9.330105,0.052743,4.505449,0.013405,MNYLQQQAGEGTEEHQDA,14.4,0.9848716757260471,0.005573128869861988,14.182152130455078,9.473422,0,0.002415,0,58,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,300.0,1598.892891,0.041146,4.171964,0.074867,5.726139,0.015627,RVTVTASLGEETAFL,11.700000000000001,0.5431384822403119,0.0102795468368335,6.35472024221165,7.681216,0.0,0.046195,0.0,25.0,18.0,35.0,Accession,20.0,35.0,xxDISFEApNApHVFQK,,,14.0,1928.9865,dimer_deltaC,600.0,1935.412389,0.019512,5.289351,0.024736,4.620187,0.003628,TKDISFEAPNAPHVFQK,11.700000000000001,0.7764509781326632,0.005483308260535212,9.08447644415216,6.812215,0.0,0.036048,0.0,4.0,117.0,127.0,Accession,119.0,127.0,xxARGTFpQL,,,8.0,1119.5979,dimer_deltaN,600.0,1124.310082,0.016821,3.987167,0.020618,5.329775,0.007063,MVARGTFPQL,6.3,0.8333867024058303,0.006947669851284191,5.250336225156731,4.784294,0.0,0.031285,0.0,28.0 -247,138,156,Accession,140,156,xxYLQQQAGEGTEEHQDA,,,17,2048.8614,SecB WT apo,300.0,2059.453168,0.044368,9.382382,0.044809,4.494857,0.003322,MNYLQQQAGEGTEEHQDA,14.4,0.9903899562375665,0.004736703222019129,14.261615369820959,9.473422,0,0.002415,0,58,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,SecB his dimer apo,600.0,1001.297866,0.022472,3.158261,0.032029,6.397075,0.008168,GAYCPNILF,5.4,0.9463130101592898,0.012057527139390244,5.110090254860165,3.337438,0.0,0.025744,0.0,35.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaC,6000.00048,724.601407,0.036096,2.905114,0.039233,4.210498,0.006245,DTASSQL,4.5,0.907512061939563,0.012396366697591227,4.083804278728033,3.201185,0.0,0.006567,0.0,22.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -310,138,156,Accession,140,156,xxYLQQQAGEGTEEHQDA,,,17,2048.8614,SecB WT apo,600.0,2059.371961,0.096332,9.301176,0.096536,4.505981,0.006502,MNYLQQQAGEGTEEHQDA,14.4,0.9818179745397176,0.010193266450232705,14.138178833371935,9.473422,0,0.002415,0,58,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,6000.00048,1752.763773,0.070387,7.754741,0.070759,5.875567,0.007624,VARGTFPQLNLAPVNF,10.8,0.939088026064287,0.00900392420856064,10.1421506814943,8.257736,0.0,0.024315,0.0,45.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -373,138,156,Accession,140,156,xxYLQQQAGEGTEEHQDA,,,17,2048.8614,SecB WT apo,6000.00048,2059.537254,0.036017,9.466468,0.036559,4.508276,0.001766,MNYLQQQAGEGTEEHQDA,14.4,0.999265946349693,0.0038675106975201786,14.389429627435579,9.473422,0,0.002415,0,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -59,139,156,Accession,141,156,xxLQQQAGEGTEEHQDA,,,16,1917.8209,SecB WT apo,10.020000000000001,1927.437428,0.077018,8.642402,0.079108,4.271159,0.010796,NYLQQQAGEGTEEHQDA,13.5,0.9747518090775378,0.012837954995975212,13.15914942254676,8.866259,0,0.083961,0,59,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,30.0,1461.056196,0.022596,3.465349,0.025261,5.25148,0.007499,ISFEAPNAPHVFQ,8.1,0.6231645695499406,0.0058173687199572,5.047633013354519,5.560889,0.0,0.032429,0.0,6.0,33.0,44.0,Accession,35.0,44.0,xxDWQpEVKLD,,,9.0,1385.706,dimer_deltaC,30.0,1389.664316,0.017528,3.097785,0.021518,4.684426,0.004887,QKDWQPEVKLD,7.2,0.6821801860248179,0.013782668687165142,4.911697339378689,4.541007,0.0,0.086153,0.0,14.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaN,30.0,852.177643,0.018513,1.215299,0.028384,5.70213,0.009518,GAYCPNIL,4.5,0.37058351781717497,0.009056070758833312,1.6676258301772873,3.27942,0.0,0.02358,0.0,20.0 -122,139,156,Accession,141,156,xxLQQQAGEGTEEHQDA,,,16,1917.8209,SecB WT apo,30.0,1927.484189,0.195154,8.689163,0.195989,4.267643,0.007772,NYLQQQAGEGTEEHQDA,13.5,0.9800258485568718,0.023974189267080132,13.23034895551777,8.866259,0,0.083961,0,59,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,60.0,1161.094798,0.011801,2.855183,0.021235,4.111295,0.007444,QPEVKLDLDT,7.2,0.8247668991272185,0.006138496252056717,5.938321673715973,3.461806,0.0,0.000977,0.0,16.0,78.0,85.0,Accession,80.0,85.0,xxQGGIF,,,6.0,748.3988,dimer_deltaC,60.0,749.024668,0.027826,0.240195,0.029287,5.412087,0.007516,VQQGGIF,4.5,0.16209382066867453,0.01992951691585831,0.7294221930090354,1.481827,0.0,0.023424,0.0,32.0,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,dimer_deltaN,300.0,1632.050435,0.041469,5.418593,0.055171,5.664441,0.01412,LDLDTASSQLADDVY,11.700000000000001,0.643839252667369,0.007451692434450311,7.532919256208218,8.416065,0.0,0.046315,0.0,5.0 -185,139,156,Accession,141,156,xxLQQQAGEGTEEHQDA,,,16,1917.8209,SecB WT apo,60.0,1927.455438,0.081287,8.660413,0.08327,4.277442,0.009444,NYLQQQAGEGTEEHQDA,13.5,0.9767832182660129,0.013182019016449711,13.186573446591174,8.866259,0,0.083961,0,59,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,SecB his dimer apo,300.0,692.775434,0.017349,2.011368,0.029142,4.960855,0.013688,VTVTASL,4.5,0.6144634296183172,0.0099364721651371,2.7650854332824277,3.273373,0.0,0.023509,0.0,26.0,21.0,33.0,Accession,23.0,33.0,xxFEApNApHVF,,,9.0,1328.6634,dimer_deltaC,600.0,1333.271095,0.011371,3.852327,0.014904,5.488159,0.005204,ISFEAPNAPHVF,7.2,0.8346337087999584,0.0032953155451119426,6.009362703359701,4.61559,0.0,0.003636,0.0,5.0,118.0,126.0,Accession,120.0,126.0,xxRGTFpQ,,,6.0,875.4734,dimer_deltaN,600.0,879.053956,0.020518,3.084413,0.023561,4.099621,0.001878,VARGTFPQ,4.5,1.0758580685352606,0.010648893586375564,4.841361308408673,2.866933,0.0,0.018046,0.0,29.0 -248,139,156,Accession,141,156,xxLQQQAGEGTEEHQDA,,,16,1917.8209,SecB WT apo,300.0,1927.545799,0.042305,8.750773,0.046001,4.264992,0.004394,NYLQQQAGEGTEEHQDA,13.5,0.9869746642862566,0.010689873691150908,13.324157967864464,8.866259,0,0.083961,0,59,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,600.0,1527.411841,0.026202,4.69227,0.026415,5.727736,0.006975,GAYCPNILFPAARE,9.0,0.9202025191938061,0.006898776159640071,8.281822672744255,5.099171,0.0,0.025247,0.0,36.0,61.0,69.0,Accession,63.0,69.0,xxTVTASL,,,7.0,846.5043,dimer_deltaC,6000.00048,850.462452,0.004315,3.507286,0.019123,4.623359,0.006072,RVTVTASL,5.4,0.928636884397975,0.008894081335994508,5.014639175749065,3.776811,0.0,0.029739,0.0,23.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -311,139,156,Accession,141,156,xxLQQQAGEGTEEHQDA,,,16,1917.8209,SecB WT apo,600.0,1927.405188,0.125318,8.610162,0.126613,4.274139,0.005429,NYLQQQAGEGTEEHQDA,13.5,0.9711155516661538,0.016985213051350007,13.110059947493077,8.866259,0,0.083961,0,59,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,SecB his dimer apo,6000.00048,777.574016,0.005834,2.772351,0.012682,5.496285,0.006924,NLAPVNF,3.6,1.0232071045576407,0.008785948346238368,3.6835455764075067,2.709472,0.0,0.019689,0.0,46.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -374,139,156,Accession,141,156,xxLQQQAGEGTEEHQDA,,,16,1917.8209,SecB WT apo,6000.00048,1927.683588,0.053678,8.888562,0.056636,4.2767,0.00184,NYLQQQAGEGTEEHQDA,13.5,1.0025154915957226,0.0114425298891216,13.533959136542256,8.866259,0,0.083961,0,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -60,140,156,Accession,142,156,xxQQQAGEGTEEHQDA,,,15,1803.778,SecB WT apo,10.020000000000001,1812.068416,0.055737,7.292953,0.05827,3.83373,0.009017,YLQQQAGEGTEEHQDA,12.6,0.9831053874738114,0.008753236250024289,12.387127882170024,7.418282,0,0.029146,0,60,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,30.0,1589.741446,0.019936,4.044798,0.026214,4.849809,0.002599,ISFEAPNAPHVFQK,9.0,0.6502538367294248,0.007924343574093436,5.852284530564823,6.220337,0.0,0.064196,0.0,7.0,35.0,42.0,Accession,37.0,42.0,xxQpEVK,,,5.0,901.4414,dimer_deltaC,30.0,903.75515,0.005775,1.832991,0.010561,4.503151,0.005956,DWQPEVK,3.6,0.6608697564612684,0.006917481634283018,2.3791311232605663,2.773604,0.0,0.024238,0.0,15.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaN,30.0,999.448019,0.030864,1.308414,0.038385,6.396407,0.010771,GAYCPNILF,5.4,0.3920414401705739,0.011892261453738482,2.117023776921099,3.337438,0.0,0.025744,0.0,21.0 -123,140,156,Accession,142,156,xxQQQAGEGTEEHQDA,,,15,1803.778,SecB WT apo,30.0,1812.104184,0.121737,7.32872,0.122917,3.832639,0.006398,YLQQQAGEGTEEHQDA,12.6,0.9879268542231207,0.017018032514987985,12.44787836321132,7.418282,0,0.029146,0,60,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,60.0,1066.176227,0.054235,3.09593,0.054593,5.216576,0.005834,LDLDTASSQL,7.2,0.5494508029865527,0.010242048932574372,3.9560457815031795,5.63459,0.0,0.03405,0.0,17.0,85.0,94.0,Accession,87.0,94.0,xxAGIEGTQ,,,8.0,875.4469,dimer_deltaC,60.0,880.392415,0.047309,4.488893,0.051348,4.544339,0.007431,SIAGIEGTQ,6.3,0.9512903971631417,0.012644607907667258,5.993129502127792,4.718741,0.0,0.031945,0.0,33.0,42.0,58.0,Accession,44.0,58.0,xxLDTASSQLADDVYE,,,15.0,1754.7967,dimer_deltaN,300.0,1761.327218,0.059999,5.550497,0.062394,5.607937,0.015669,LDLDTASSQLADDVYE,12.6,0.6309283626237858,0.007347288729393858,7.9496973690597015,8.797349,0.0,0.026752,0.0,6.0 -186,140,156,Accession,142,156,xxQQQAGEGTEEHQDA,,,15,1803.778,SecB WT apo,60.0,1812.043754,0.039272,7.26829,0.04279,3.837177,0.010003,YLQQQAGEGTEEHQDA,12.6,0.9797807632548885,0.006934737689457636,12.345237617011595,7.418282,0,0.029146,0,60,64.0,76.0,Accession,66.0,76.0,xxASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,300.0,1242.321333,0.069607,4.014101,0.069765,5.9515,0.014447,VTASLGEETAFL,9.0,0.6781184258250191,0.01673108300018766,6.103065832425172,5.919469,0.0,0.103664,0.0,27.0,21.0,34.0,Accession,23.0,34.0,xxFEApNApHVFQ,,,10.0,1456.7219,dimer_deltaC,600.0,1462.179174,0.014611,4.588327,0.018466,5.25551,0.007266,ISFEAPNAPHVFQ,8.1,0.8251067410264796,0.00584632800848946,6.683364602314485,5.560889,0.0,0.032429,0.0,6.0,118.0,127.0,Accession,120.0,127.0,xxRGTFpQL,,,7.0,988.5574,dimer_deltaN,600.0,992.87587,0.001707,3.800609,0.019374,5.210611,0.007256,VARGTFPQL,5.4,0.9779291037815347,0.0055747866215560314,5.280817160420288,3.886385,0.0,0.009917,0.0,30.0 -249,140,156,Accession,142,156,xxQQQAGEGTEEHQDA,,,15,1803.778,SecB WT apo,300.0,1812.118126,0.033945,7.342662,0.03796,3.833035,0.005478,YLQQQAGEGTEEHQDA,12.6,0.9898062651163706,0.00642713495891581,12.471558940466268,7.418282,0,0.029146,0,60,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,600.0,1631.277587,0.046465,5.179708,0.047978,5.864261,0.007469,GAYCPNILFPAAREC,9.9,0.9916184374084065,0.020455394478980173,9.817022530343225,5.223489,0.0,0.096278,0.0,37.0,61.0,75.0,Accession,63.0,75.0,xxTVTASLGEETAF,,,13.0,1480.7642,dimer_deltaC,6000.00048,1487.933006,0.064456,6.318883,0.073614,5.259236,0.005269,RVTVTASLGEETAF,10.8,0.8742569923176304,0.011112134927917969,9.441975517030409,7.227718,0.0,0.036737,0.0,24.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -312,140,156,Accession,142,156,xxQQQAGEGTEEHQDA,,,15,1803.778,SecB WT apo,600.0,1811.991844,0.079525,7.21638,0.08132,3.83929,0.005313,YLQQQAGEGTEEHQDA,12.6,0.9727831861878532,0.011609286701686749,12.25706814596695,7.418282,0,0.029146,0,60,137.0,156.0,Accession,139.0,156.0,xxNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,6000.00048,2206.567213,0.048656,9.305062,0.049645,5.002259,0.006026,FMNYLQQQAGEGTEEHQDA,15.3,0.9850892047646452,0.008602715721281724,15.071864832899072,9.445908,0.0,0.065306,0.0,47.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -375,140,156,Accession,142,156,xxQQQAGEGTEEHQDA,,,15,1803.778,SecB WT apo,6000.00048,1812.15813,0.063684,7.382666,0.065913,3.841292,0.003363,YLQQQAGEGTEEHQDA,12.6,0.9951988883679538,0.009707506804201004,12.539505993436217,7.418282,0,0.029146,0,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -61,141,155,Accession,143,155,xxQQAGEGTEEHQD,,,13,1569.6776,SecB WT apo,10.020000000000001,1576.558486,0.228938,6.088787,0.229663,3.367584,0.008575,LQQQAGEGTEEHQD,10.8,0.9913962551948767,0.04327240592888121,10.70707955610467,6.141628,0,0.134895,0,61,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,30.0,2474.519918,0.069555,5.774413,0.072989,5.013088,0.005685,ISFEAPNAPHVFQKDWQPEVK,14.4,0.5755005968871771,0.007989962694651529,8.28720859517535,10.033722,0.0,0.057622,0.0,8.0,37.0,47.0,Accession,39.0,47.0,xxEVKLDLDT,,,8.0,1157.6048,dimer_deltaC,30.0,1160.960552,0.008083,2.720936,0.019416,4.098658,0.005581,QPEVKLDLDT,7.2,0.7859874296826569,0.005613018065634918,5.65910949371513,3.461806,0.0,0.000977,0.0,16.0,99.0,113.0,Accession,101.0,113.0,xxYCpNILFpAARE,,,11.0,1521.7519,dimer_deltaN,30.0,1524.811256,0.040411,2.091686,0.04055,5.724791,0.008379,GAYCPNILFPAARE,9.0,0.4102011876048087,0.00820753032154762,3.6918106884432786,5.099171,0.0,0.025247,0.0,22.0 -124,141,155,Accession,143,155,xxQQAGEGTEEHQD,,,13,1569.6776,SecB WT apo,30.0,1576.527168,0.035433,6.057469,0.03985,3.371576,0.007227,LQQQAGEGTEEHQD,10.8,0.9862969557908751,0.022613920654919975,10.652007122541452,6.141628,0,0.134895,0,61,42.0,55.0,Accession,44.0,55.0,xxLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,60.0,1368.900658,0.050715,4.574325,0.052074,5.033532,0.004584,LDLDTASSQLADD,9.9,0.6582292961735046,0.010309252437862116,6.516470032117695,6.94944,0.0,0.074753,0.0,18.0,99.0,107.0,Accession,101.0,107.0,xxYCpNIL,,,6.0,850.4128,dimer_deltaC,60.0,852.72019,0.014496,1.757846,0.025943,5.711674,0.007546,GAYCPNIL,4.5,0.5360234431698289,0.008799781443320158,2.41210549426423,3.27942,0.0,0.02358,0.0,34.0,43.0,52.0,Accession,45.0,52.0,xxDTASSQL,,,8.0,949.4473,dimer_deltaN,300.0,952.547893,0.005895,2.613848,0.013557,4.83126,0.014278,DLDTASSQL,6.3,0.5740148945103943,0.0039715881610718285,3.616293835415484,4.553624,0.0,0.020853,0.0,7.0 -187,141,155,Accession,143,155,xxQQAGEGTEEHQD,,,13,1569.6776,SecB WT apo,60.0,1576.710295,0.04523,6.240596,0.048767,3.369587,0.012041,LQQQAGEGTEEHQD,10.8,1.016114294125271,0.02368844184713517,10.974034376552927,6.141628,0,0.134895,0,61,66.0,75.0,Accession,68.0,75.0,xxLGEETAF,,,8.0,924.4309,SecB his dimer apo,300.0,928.455214,0.010532,3.508854,0.031116,5.310432,0.014147,ASLGEETAF,6.3,0.7775653855767918,0.009382052098482786,4.898661929133788,4.512616,0.0,0.036923,0.0,28.0,21.0,35.0,Accession,23.0,35.0,xxFEApNApHVFQK,,,11.0,1584.8169,dimer_deltaC,600.0,1590.826511,0.004038,5.129863,0.017493,4.851965,0.005186,ISFEAPNAPHVFQK,9.0,0.8246921348473564,0.008963677565475421,7.422229213626207,6.220337,0.0,0.064196,0.0,7.0,118.0,134.0,Accession,120.0,134.0,xxRGTFpQLNLApVNF,,,13.0,1743.9541,dimer_deltaN,600.0,1752.430269,0.00433,7.421238,0.008439,5.875002,0.008275,VARGTFPQLNLAPVNF,10.8,0.8987012905232137,0.002836714778197892,9.70597393765071,8.257736,0.0,0.024315,0.0,31.0 -250,141,155,Accession,143,155,xxQQAGEGTEEHQD,,,13,1569.6776,SecB WT apo,300.0,1576.292083,0.091511,5.822384,0.09331,3.370008,0.00333,LQQQAGEGTEEHQD,10.8,0.9480196456053671,0.0257759307232145,10.238612172537966,6.141628,0,0.134895,0,61,101.0,108.0,Accession,104.0,108.0,xxxNILF,,,5.0,869.4226,SecB his dimer apo,600.0,871.259333,0.002913,1.246326,0.014143,6.44182,0.008279,YCPNILF,3.6,0.6626746443309083,0.014461151555769741,2.3856287195912698,1.880751,0.0,0.035057,0.0,38.0,61.0,76.0,Accession,63.0,76.0,xxTVTASLGEETAFL,,,14.0,1593.8483,dimer_deltaC,6000.00048,1601.255344,0.106428,6.534417,0.123446,5.720146,0.009178,RVTVTASLGEETAFL,11.700000000000001,0.8507008525733426,0.016865846854616878,9.95319997510811,7.681216,0.0,0.046195,0.0,25.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -313,141,155,Accession,143,155,xxQQAGEGTEEHQD,,,13,1569.6776,SecB WT apo,600.0,1576.316454,0.032069,5.846755,0.036891,3.377674,0.006033,LQQQAGEGTEEHQD,10.8,0.9519878117007412,0.021755182582970187,10.281468366368006,6.141628,0,0.134895,0,61,138.0,152.0,Accession,140.0,152.0,xxYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,6000.00048,1606.570046,0.057233,7.930811,0.057408,4.742026,0.00598,MNYLQQQAGEGTEE,10.8,0.9981857029617535,0.011878251405844262,10.780405591986938,7.945226,0.0,0.075043,0.0,48.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -376,141,155,Accession,143,155,xxQQAGEGTEEHQD,,,13,1569.6776,SecB WT apo,6000.00048,1576.385722,0.068756,5.916023,0.071133,3.378041,0.003482,LQQQAGEGTEEHQD,10.8,0.9632662544849672,0.024119978689546507,10.403275548437646,6.141628,0,0.134895,0,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -62,141,156,Accession,143,156,xxQQAGEGTEEHQDA,,,14,1640.7147,SecB WT apo,10.020000000000001,1648.509782,0.034078,6.928303,0.034379,3.462908,0.008822,LQQQAGEGTEEHQDA,11.700000000000001,0.9739310526893618,0.0065367865435158245,11.394993316465534,7.113751,0,0.03215,0,62,21.0,43.0,Accession,23.0,43.0,xxFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,30.0,2588.894478,0.035723,6.982305,0.037823,5.307579,0.009264,ISFEAPNAPHVFQKDWQPEVKL,15.3,0.6480571988055552,0.0037309038020305,9.915275141724996,10.774211,0.0,0.021003,0.0,9.0,42.0,52.0,Accession,44.0,52.0,xxLDTASSQL,,,9.0,1062.5313,dimer_deltaC,30.0,1066.104522,0.033797,3.024226,0.034369,5.208222,0.006077,LDLDTASSQL,7.2,0.5367251210824567,0.006908372900011365,3.8644208717936888,5.63459,0.0,0.03405,0.0,17.0,99.0,114.0,Accession,101.0,114.0,xxYCpNILFpAAREC,,,12.0,1624.761,dimer_deltaN,30.0,1627.934422,0.041966,1.836543,0.043635,5.861287,0.00743,GAYCPNILFPAAREC,9.9,0.35159315928491475,0.010572576756279808,3.480772276920656,5.223489,0.0,0.096278,0.0,23.0 -125,141,156,Accession,143,156,xxQQAGEGTEEHQDA,,,14,1640.7147,SecB WT apo,30.0,1648.548338,0.153534,6.966859,0.153601,3.46424,0.00676,LQQQAGEGTEEHQDA,11.700000000000001,0.9793509781267296,0.022041101817548276,11.458406444082737,7.113751,0,0.03215,0,62,42.0,57.0,Accession,44.0,57.0,xxLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,60.0,1631.636446,0.04744,5.004605,0.059789,5.6604,0.006344,LDLDTASSQLADDVY,11.700000000000001,0.5946490432286348,0.007821630942826962,6.957393805775028,8.416065,0.0,0.046315,0.0,19.0,99.0,108.0,Accession,101.0,108.0,xxYCpNILF,,,7.0,997.4812,dimer_deltaC,60.0,1000.07765,0.031792,1.938045,0.039135,6.4038,0.007327,GAYCPNILF,5.4,0.5806984279558152,0.0125524870373971,3.135771510961402,3.337438,0.0,0.025744,0.0,35.0,45.0,52.0,Accession,47.0,52.0,xxASSQL,,,6.0,721.3363,dimer_deltaN,300.0,723.461794,0.013413,1.765501,0.020402,4.220186,0.015203,DTASSQL,4.5,0.5515148296646398,0.006472909339510744,2.4818167334908794,3.201185,0.0,0.006567,0.0,8.0 -188,141,156,Accession,143,156,xxQQAGEGTEEHQDA,,,14,1640.7147,SecB WT apo,60.0,1648.491856,0.051102,6.910376,0.051303,3.465896,0.009322,LQQQAGEGTEEHQDA,11.700000000000001,0.9714110038431203,0.00844299172399377,11.365508744964508,7.113751,0,0.03215,0,62,66.0,76.0,Accession,68.0,76.0,xxLGEETAFL,,,9.0,1037.515,SecB his dimer apo,300.0,1041.630761,0.013582,3.517451,0.02666,5.915555,0.015116,ASLGEETAFL,7.2,0.7293152531127215,0.0070543818214231155,5.251069822411595,4.82295,0.0,0.028983,0.0,29.0,21.0,42.0,Accession,23.0,42.0,xxFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,dimer_deltaC,600.0,2476.461423,0.055982,7.715918,0.060196,5.016296,0.009472,ISFEAPNAPHVFQKDWQPEVK,14.4,0.7689985829784801,0.007449531913029506,11.073579594890115,10.033722,0.0,0.057622,0.0,8.0,127.0,134.0,Accession,129.0,134.0,xxApVNF,,,5.0,774.4145,dimer_deltaN,600.0,777.600993,0.006027,2.799327,0.012772,5.495598,0.006081,NLAPVNF,3.6,1.0331632879025876,0.008864877762684327,3.7193878364493154,2.709472,0.0,0.019689,0.0,32.0 -251,141,156,Accession,143,156,xxQQAGEGTEEHQDA,,,14,1640.7147,SecB WT apo,300.0,1648.542443,0.039877,6.960964,0.040134,3.460678,0.003292,LQQQAGEGTEEHQDA,11.700000000000001,0.9785223013850217,0.007168438408981766,11.448710926204756,7.113751,0,0.03215,0,62,114.0,127.0,Accession,116.0,127.0,xxSMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,600.0,1395.732933,0.053717,4.166366,0.05513,5.506715,0.005173,IASMVARGTFPQL,9.0,0.6653520490675588,0.01120474490253714,5.98816844160803,6.261897,0.0,0.065228,0.0,39.0,62.0,69.0,Accession,64.0,69.0,xxVTASL,,,6.0,690.4032,dimer_deltaC,6000.00048,693.821561,0.021133,3.057496,0.031542,4.956211,0.005902,VTVTASL,4.5,0.9340505955172234,0.011741029294906648,4.2032276798275054,3.273373,0.0,0.023509,0.0,26.0,,,,,,,,,,,,,,,,,,,,,,,,,,,, -314,141,156,Accession,143,156,xxQQAGEGTEEHQDA,,,14,1640.7147,SecB WT apo,600.0,1648.461691,0.103871,6.880211,0.10397,3.470521,0.004631,LQQQAGEGTEEHQDA,11.700000000000001,0.9671706248925497,0.015254988157851722,11.315896311242833,7.113751,0,0.03215,0,62,138.0,156.0,Accession,140.0,156.0,xxYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,6000.00048,2059.123178,0.031586,9.080477,0.032582,4.496112,0.005209,MNYLQQQAGEGTEEHQDA,14.4,0.9585213241846505,0.0034479754473502548,13.802707068258968,9.473422,0.0,0.002415,0.0,49.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -377,141,156,Accession,143,156,xxQQAGEGTEEHQDA,,,14,1640.7147,SecB WT apo,6000.00048,1648.633493,0.059054,7.052013,0.059228,3.471071,0.003026,LQQQAGEGTEEHQDA,11.700000000000001,0.9913213155759879,0.009454726623218127,11.598459392239059,7.113751,0,0.03215,0,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN +,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id +peptide_index,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +0,9,18,17,xxFQIQRIY,SecB WT apo,0.0,0.0,8,5.0734,0.020042,0,0,0.0,Accession,,,1199.6241,1200.411174,0.023301,0.0,5.513296,0.010889,0.0,MTFQIQRIY,11,18,7.0,0.0,0,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,0.0,0.0,8.0,5.0734,0.020042,0.0,0.0,0.0,Accession,,,1199.6241,1200.401908,0.017621,0.0,5.509285,0.007544,0.0,MTFQIQRIY,11.0,18.0,7.0,0.0,0.0,9.0,18.0,17.0,xxFQIQRIY,dimer_deltaC,0.0,0.0,8.0,5.0734,0.020042,0.0,0.0,0.0,Accession,,,1199.6241,1200.401908,0.017621,0.0,5.509285,0.007544,0.0,MTFQIQRIY,11.0,18.0,7.0,0.0,0.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaN,0.0,0.0,9.0,4.541007,0.086153,0.0,0.0,0.0,Accession,,,1385.706,1386.56653,0.012481,0.0,4.684064,0.008874,0.0,QKDWQPEVKLD,35.0,44.0,8.0,0.0,0.0 +63,9,18,17,xxFQIQRIY,SecB WT apo,10.020000000000001,2.486444,8,5.0734,0.020042,0,0,0.49009421689596716,Accession,,,1199.6241,1202.897618,0.016323,0.02845,5.5139,0.010976,0.005932490373486041,MTFQIQRIY,11,18,7.0,3.4306595182717703,0,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,10.020000000000001,1.675231,6.0,2.961946,0.018193,0.0,0.0,0.565584585269279,Accession,,,981.4789,983.691092,0.014171,0.019334,4.848966,0.001437,0.007394335589893929,EAPNAPHVF,27.0,33.0,5.0,2.827922926346395,10.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaC,10.020000000000001,3.975057,12.0,6.94944,0.074753,0.0,0.0,0.5719967364276833,Accession,,,1363.6223,1368.30139,0.027224,0.029678,5.029944,0.002264,0.007489629823142912,LDLDTASSQLADD,44.0,55.0,11.0,6.291964100704517,18.0,101.0,108.0,107.0,xxxNILF,dimer_deltaN,10.020000000000001,0.133646,5.0,1.880751,0.035057,0.0,0.0,0.07105991170548359,Accession,,,869.4226,870.146654,0.001867,0.013965,6.432921,0.009821,0.007542440068950751,YCPNILF,104.0,108.0,4.0,0.28423964682193437,24.0 +126,9,18,17,xxFQIQRIY,SecB WT apo,30.0,2.857141,8,5.0734,0.020042,0,0,0.5631609965703472,Accession,,,1199.6241,1203.268315,0.029992,0.037979,5.510626,0.008419,0.007809491783628619,MTFQIQRIY,11,18,7.0,3.942126975992431,0,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,30.0,4.849842,15.0,8.797349,0.026752,0.0,0.0,0.5512844835415759,Accession,,,1754.7967,1760.626563,0.015604,0.023166,5.595273,0.009081,0.00312163154076726,LDLDTASSQLADDVYE,44.0,58.0,14.0,7.717982769582062,20.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaC,30.0,2.091686,11.0,5.099171,0.025247,0.0,0.0,0.4102011876048087,Accession,,,1521.7519,1524.811256,0.040411,0.04055,5.724791,0.008379,0.00820753032154762,GAYCPNILFPAARE,101.0,113.0,10.0,4.1020118760480875,36.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaN,60.0,1.365183,7.0,3.776811,0.029739,0.0,0.0,0.36146447359955264,Accession,,,846.5043,848.320349,0.045398,0.049072,4.623688,0.00708,0.013301061152326474,RVTVTASL,63.0,69.0,6.0,2.1687868415973157,9.0 +189,9,18,17,xxFQIQRIY,SecB WT apo,60.0,3.145738,8,5.0734,0.020042,0,0,0.6200453344896913,Accession,,,1199.6241,1203.556913,0.040432,0.046666,5.516562,0.012371,0.009518721784908741,MTFQIQRIY,11,18,7.0,4.3403173414278395,0,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,60.0,0.302582,9.0,2.452847,0.025554,0.0,0.0,0.12335950835906194,Accession,,,1093.5347,1094.523658,0.045139,0.047073,5.743076,0.007396,0.019234152248297737,LCEVQQGGIF,77.0,85.0,8.0,0.9868760668724955,30.0,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,dimer_deltaC,300.0,8.690718,18.0,10.774211,0.021003,0.0,0.0,0.8066222204113137,Accession,,,2580.3245,2590.602891,0.056307,0.057662,5.321832,0.014752,0.005578065343188851,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,13.712577746992332,9.0,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,dimer_deltaN,300.0,9.418702,18.0,9.445908,0.065306,0.0,0.0,0.9971198110335184,Accession,,,2195.9298,2206.680854,0.021779,0.023908,5.012948,0.011722,0.007343720314656853,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.951036787569812,33.0 +252,9,18,17,xxFQIQRIY,SecB WT apo,300.0,3.785886,8,5.0734,0.020042,0,0,0.7462226514763275,Accession,,,1199.6241,1204.197061,0.008898,0.024942,5.505509,0.004363,0.005732306224521108,MTFQIQRIY,11,18,7.0,5.2235585603342924,0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,300.0,6.973223,17.0,10.369175,0.083226,0.0,0.0,0.6724954492522307,Accession,,,2146.1478,2154.462401,0.078271,0.079913,6.009157,0.014863,0.009408989475899724,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,10.759927188035691,40.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaC,600.0,4.303589,11.0,5.919469,0.103664,0.0,0.0,0.7270228123502293,Accession,,,1237.6311,1242.610821,0.02524,0.025675,5.943988,0.007666,0.01345043442458058,VTASLGEETAFL,66.0,76.0,10.0,7.270228123502292,27.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaN,6000.00048,1.854198,6.0,1.481827,0.023424,0.0,0.0,1.2512918174658716,Accession,,,748.3988,750.638671,0.003243,0.009694,5.407504,0.007121,0.020833572359649697,VQQGGIF,80.0,85.0,5.0,6.2564590873293575,18.0 +315,9,18,17,xxFQIQRIY,SecB WT apo,600.0,4.08295,8,5.0734,0.020042,0,0,0.8047758899357433,Accession,,,1199.6241,1204.494124,0.02749,0.036037,5.522181,0.011556,0.0077821378441005834,MTFQIQRIY,11,18,7.0,5.633431229550204,0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,600.0,8.416265,16.0,8.866259,0.083961,0.0,0.0,0.9492464634746176,Accession,,,1917.8209,1927.308813,0.076397,0.07667,4.263257,0.005255,0.012473221743880339,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.238696952119264,50.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +378,9,18,17,xxFQIQRIY,SecB WT apo,6000.00048,4.790625,8,5.0734,0.020042,0,0,0.9442632159892774,Accession,,,1199.6241,1205.201799,0.034025,0.041239,5.516917,0.001234,0.008943526594142657,MTFQIQRIY,11,18,7.0,6.609842511924942,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1,11,18,17,xxIQRIY,SecB WT apo,0.0,0.0,6,3.642506,0.0147,0,0,0.0,Accession,,,967.536,968.049857,0.006725,0.0,5.130576,0.01012,0.0,FQIQRIY,13,18,5.0,0.0,1,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,0.0,0.0,6.0,3.642506,0.0147,0.0,0.0,0.0,Accession,,,967.536,968.058704,0.012012,0.0,5.118043,0.009857,0.0,FQIQRIY,13.0,18.0,5.0,0.0,1.0,11.0,18.0,17.0,xxIQRIY,dimer_deltaC,0.0,0.0,6.0,3.642506,0.0147,0.0,0.0,0.0,Accession,,,967.536,968.058704,0.012012,0.0,5.118043,0.009857,0.0,FQIQRIY,13.0,18.0,5.0,0.0,1.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaN,0.0,0.0,5.0,2.773604,0.024238,0.0,0.0,0.0,Accession,,,901.4414,901.922159,0.008842,0.0,4.497327,0.00847,0.0,DWQPEVK,37.0,42.0,4.0,0.0,1.0 +64,11,18,17,xxIQRIY,SecB WT apo,10.020000000000001,1.651437,6,3.642506,0.0147,0,0,0.45337934927217693,Accession,,,967.536,969.701294,0.017663,0.0189,5.142292,0.008648,0.005501887018339277,FQIQRIY,13,18,5.0,2.2668967463608847,1,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,10.020000000000001,2.826411,8.0,4.321766,0.016281,0.0,0.0,0.6539944550445349,Accession,,,1237.6324,1241.164357,0.017233,0.025318,4.065151,0.001969,0.0063552434484352984,EAPNAPHVFQK,27.0,35.0,7.0,4.577961185311745,11.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaC,10.020000000000001,4.293703,14.0,8.416065,0.046315,0.0,0.0,0.5101794009433149,Accession,,,1625.7541,1630.925545,0.040807,0.054675,5.652373,0.002254,0.007077230531408868,LDLDTASSQLADDVY,44.0,57.0,13.0,6.632332212263094,19.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaN,10.020000000000001,1.629393,11.0,6.261897,0.065228,0.0,0.0,0.2602075696869495,Accession,,,1390.7511,1393.19596,0.040502,0.042358,5.501969,0.002071,0.007287243916587095,IASMVARGTFPQL,116.0,127.0,10.0,2.602075696869495,25.0 +127,11,18,17,xxIQRIY,SecB WT apo,30.0,1.860919,6,3.642506,0.0147,0,0,0.51088975556938,Accession,,,967.536,969.910775,0.034889,0.035531,5.136834,0.008938,0.009970064357764806,FQIQRIY,13,18,5.0,2.5544487778469,1,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,30.0,2.177366,8.0,4.553624,0.020853,0.0,0.0,0.47816113056326126,Accession,,,949.4473,952.111411,0.001459,0.012295,4.817572,0.005181,0.0034763578601376102,DLDTASSQL,45.0,52.0,7.0,3.347127913942829,21.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaC,30.0,1.836543,12.0,5.223489,0.096278,0.0,0.0,0.35159315928491475,Accession,,,1624.761,1627.934422,0.041966,0.043635,5.861287,0.00743,0.010572576756279808,GAYCPNILFPAAREC,101.0,114.0,11.0,3.867524752134062,37.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaN,60.0,3.482426,13.0,7.227718,0.036737,0.0,0.0,0.4818154222397719,Accession,,,1480.7642,1485.09655,0.044359,0.056852,5.262732,0.002888,0.008238247725924297,RVTVTASLGEETAF,63.0,75.0,12.0,5.781785066877263,10.0 +190,11,18,17,xxIQRIY,SecB WT apo,60.0,2.107151,6,3.642506,0.0147,0,0,0.578489369681203,Accession,,,967.536,970.157007,0.028162,0.028954,5.144618,0.009571,0.008284668626216747,FQIQRIY,13,18,5.0,2.8924468484060153,1,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,60.0,0.303528,8.0,2.245694,0.058034,0.0,0.0,0.1351599995368915,Accession,,,980.4506,981.329524,0.028662,0.031656,5.517115,0.00801,0.014522602441074254,CEVQQGGIF,78.0,85.0,7.0,0.9461199967582405,31.0,24.0,33.0,32.0,xxxNApHVF,dimer_deltaC,300.0,3.012865,6.0,2.961946,0.018193,0.0,0.0,1.0171910629025647,Accession,,,981.4789,985.028726,0.016392,0.021016,4.862589,0.013638,0.009454060249215432,EAPNAPHVF,27.0,33.0,5.0,5.085955314512823,10.0,138.0,152.0,151.0,xxYLQQQAGEGTEE,dimer_deltaN,300.0,7.961578,13.0,7.945226,0.075043,0.0,0.0,1.0020580912361714,Accession,,,1597.6799,1606.600814,0.012075,0.01288,4.747882,0.012285,0.00960231091482004,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.024697094834057,34.0 +253,11,18,17,xxIQRIY,SecB WT apo,300.0,2.698036,6,3.642506,0.0147,0,0,0.740708731845603,Accession,,,967.536,970.747892,0.036991,0.037598,5.131163,0.003636,0.010746147885206624,FQIQRIY,13,18,5.0,3.703543659228015,1,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,300.0,3.660907,9.0,5.327547,0.022525,0.0,0.0,0.6871655942218811,Accession,,,1206.63,1211.035206,0.031874,0.034148,5.388234,0.01531,0.007037427331806367,SMVARGTFPQL,118.0,127.0,8.0,5.4973247537750485,41.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaC,600.0,3.695927,8.0,4.512616,0.036923,0.0,0.0,0.8190209404035265,Accession,,,924.4309,928.642287,0.009768,0.030866,5.298644,0.006123,0.009575649972317895,ASLGEETAF,68.0,75.0,7.0,5.733146582824685,28.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaN,6000.00048,4.5613,8.0,4.718741,0.031945,0.0,0.0,0.96663495623091,Accession,,,875.4469,880.464822,0.013623,0.024168,4.543502,0.004216,0.008309933950204575,SIAGIEGTQ,87.0,94.0,7.0,6.76644469361637,19.0 +316,11,18,17,xxIQRIY,SecB WT apo,600.0,2.874801,6,3.642506,0.0147,0,0,0.7892371350932572,Accession,,,967.536,970.924658,0.015747,0.017123,5.145348,0.005831,0.005678313754943448,FQIQRIY,13,18,5.0,3.9461856754662863,1,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,600.0,7.383988,15.0,7.418282,0.029146,0.0,0.0,0.9953770967455808,Accession,,,1803.778,1812.154382,0.019541,0.023312,3.831084,0.002322,0.005016925289650081,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.935279354438132,51.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +379,11,18,17,xxIQRIY,SecB WT apo,6000.00048,3.449561,6,3.642506,0.0147,0,0,0.9470295999512424,Accession,,,967.536,971.499418,0.031698,0.032404,5.145425,0.002705,0.00968230989542069,FQIQRIY,13,18,5.0,4.735147999756212,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,18,33,32,xxDISFEApNApHVF,SecB WT apo,0.0,0.0,12,5.264543,0.061768,0,0,0.0,Accession,,,1672.8329,1673.844013,0.015068,0.0,5.125306,0.009901,0.0,TKDISFEAPNAPHVF,20,33,11.0,0.0,2,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,0.0,0.0,12.0,5.264543,0.061768,0.0,0.0,0.0,Accession,,,1672.8329,1673.846037,0.019403,0.0,5.110186,0.008878,0.0,TKDISFEAPNAPHVF,20.0,33.0,11.0,0.0,2.0,18.0,33.0,32.0,xxDISFEApNApHVF,dimer_deltaC,0.0,0.0,12.0,5.264543,0.061768,0.0,0.0,0.0,Accession,,,1672.8329,1673.846037,0.019403,0.0,5.110186,0.008878,0.0,TKDISFEAPNAPHVF,20.0,33.0,11.0,0.0,2.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaN,0.0,0.0,8.0,3.461806,0.000977,0.0,0.0,0.0,Accession,,,1157.6048,1158.239615,0.017654,0.0,4.095565,0.010252,0.0,QPEVKLDLDT,39.0,47.0,8.0,0.0,2.0 +65,18,33,32,xxDISFEApNApHVF,SecB WT apo,10.020000000000001,1.839924,12,5.264543,0.061768,0,0,0.3494935837735583,Accession,,,1672.8329,1675.683936,0.022388,0.026986,5.13041,0.007817,0.006564319512775974,TKDISFEAPNAPHVF,20,33,11.0,3.8444294215091417,2,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,10.020000000000001,4.534499,14.0,8.2421,0.035257,0.0,0.0,0.5501630652382281,Accession,,,2120.056,2125.865584,0.286267,0.2871,4.594361,0.003032,0.03491276604415234,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,7.152119848096966,12.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaC,10.020000000000001,4.361438,15.0,8.797349,0.026752,0.0,0.0,0.4957673044459188,Accession,,,1754.7967,1760.138159,0.020293,0.026552,5.595306,0.002199,0.003373757573996273,LDLDTASSQLADDVYE,44.0,58.0,14.0,6.940742262242863,20.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaN,10.020000000000001,5.057727,17.0,10.369175,0.083226,0.0,0.0,0.48776561298271076,Accession,,,2146.1478,2152.546904,0.045211,0.047997,5.995784,0.006729,0.006062404851098697,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,7.804249807723372,26.0 +128,18,33,32,xxDISFEApNApHVF,SecB WT apo,30.0,2.508343,12,5.264543,0.061768,0,0,0.47645978007967643,Accession,,,1672.8329,1676.352355,0.102157,0.103262,5.127204,0.008738,0.020395681644847792,TKDISFEAPNAPHVF,20,33,11.0,5.241057580876441,2,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,30.0,1.420643,6.0,3.201185,0.006567,0.0,0.0,0.44378659777551127,Accession,,,721.3363,723.116935,0.032336,0.035804,4.202202,0.005829,0.011221598895993952,DTASSQL,47.0,52.0,5.0,2.2189329888775564,22.0,101.0,108.0,107.0,xxxNILF,dimer_deltaC,30.0,0.280512,5.0,1.880751,0.035057,0.0,0.0,0.14914893040067503,Accession,,,869.4226,870.293519,0.014671,0.020169,6.441058,0.010736,0.01107841431819654,YCPNILF,104.0,108.0,4.0,0.5965957216027001,38.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaN,60.0,3.362499,14.0,7.681216,0.046195,0.0,0.0,0.4377560792457861,Accession,,,1593.8483,1598.083426,0.016181,0.064606,5.72512,0.007586,0.008813305077712554,RVTVTASLGEETAFL,63.0,76.0,13.0,5.690829030195219,11.0 +191,18,33,32,xxDISFEApNApHVF,SecB WT apo,60.0,2.969332,12,5.264543,0.061768,0,0,0.5640246456340086,Accession,,,1672.8329,1676.813345,0.030799,0.034288,5.132133,0.011324,0.009285039764356188,TKDISFEAPNAPHVF,20,33,11.0,6.204271101974094,2,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,60.0,0.240195,6.0,1.481827,0.023424,0.0,0.0,0.16209382066867453,Accession,,,748.3988,749.024668,0.027826,0.029287,5.412087,0.007516,0.01992951691585831,VQQGGIF,80.0,85.0,5.0,0.8104691033433726,32.0,24.0,35.0,34.0,xxxNApHVFQK,dimer_deltaC,300.0,4.248083,8.0,4.321766,0.016281,0.0,0.0,0.9829507196826482,Accession,,,1237.6324,1242.586029,0.018601,0.026268,4.063967,0.006089,0.007117233965785428,EAPNAPHVFQK,27.0,35.0,7.0,6.880655037778538,11.0,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,dimer_deltaN,300.0,9.190988,17.0,9.473422,0.002415,0.0,0.0,0.9701866970562487,Accession,,,2048.8614,2059.233689,0.008747,0.01185,4.502125,0.01365,0.0012750841560457314,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.52298715289998,35.0 +254,18,33,32,xxDISFEApNApHVF,SecB WT apo,300.0,3.399092,12,5.264543,0.061768,0,0,0.6456575622993297,Accession,,,1672.8329,1677.243105,0.032691,0.035997,5.119915,0.005196,0.010204888710217387,TKDISFEAPNAPHVF,20,33,11.0,7.102233185292627,2,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,300.0,3.667749,8.0,4.784294,0.031285,0.0,0.0,0.7666228287810072,Accession,,,1119.5979,1123.990663,0.045767,0.047295,5.342578,0.016008,0.011083906292403366,MVARGTFPQL,119.0,127.0,7.0,5.36635980146705,42.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaC,600.0,3.700888,9.0,4.82295,0.028983,0.0,0.0,0.76734944380514,Accession,,,1037.515,1041.814198,0.004128,0.023309,5.905831,0.006975,0.006679923513153524,ASLGEETAFL,68.0,76.0,8.0,6.13879555044112,29.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaN,6000.00048,3.333045,6.0,3.27942,0.02358,0.0,0.0,1.0163519768739593,Accession,,,850.4128,854.29539,0.010918,0.024127,5.708006,0.008663,0.010369754628821191,GAYCPNIL,101.0,107.0,5.0,5.081759884369797,20.0 +317,18,33,32,xxDISFEApNApHVF,SecB WT apo,600.0,3.485568,12,5.264543,0.061768,0,0,0.6620836794380823,Accession,,,1672.8329,1677.329581,0.052881,0.054986,5.132995,0.006448,0.013016648007645622,TKDISFEAPNAPHVF,20,33,11.0,7.282920473818906,2,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,600.0,6.995511,14.0,7.113751,0.03215,0.0,0.0,0.9833786704089024,Accession,,,1640.7147,1648.572221,0.015208,0.018606,3.46432,0.003736,0.005156802015845375,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.78392271531573,52.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +380,18,33,32,xxDISFEApNApHVF,SecB WT apo,6000.00048,4.318144,12,5.264543,0.061768,0,0,0.8202314996762303,Accession,,,1672.8329,1678.162157,0.072211,0.073767,5.132658,0.003266,0.01699858093235136,TKDISFEAPNAPHVF,20,33,11.0,9.022546496438533,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,0.0,0.0,13,6.3179,0.036001,0,0,0.0,Accession,,,1800.8915,1801.955252,0.007749,0.0,4.938514,0.007847,0.0,TKDISFEAPNAPHVFQ,20,34,12.0,0.0,3,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,0.0,0.0,13.0,6.3179,0.036001,0.0,0.0,0.0,Accession,,,1800.8915,1801.872474,0.010435,0.0,4.936668,0.009815,0.0,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,0.0,3.0,18.0,34.0,33.0,xxDISFEApNApHVFQ,dimer_deltaC,0.0,0.0,13.0,6.3179,0.036001,0.0,0.0,0.0,Accession,,,1800.8915,1801.872474,0.010435,0.0,4.936668,0.009815,0.0,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,0.0,3.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaN,0.0,0.0,9.0,5.63459,0.03405,0.0,0.0,0.0,Accession,,,1062.5313,1063.080297,0.006243,0.0,5.208649,0.008619,0.0,LDLDTASSQL,44.0,52.0,8.0,0.0,3.0 +66,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,10.020000000000001,2.532099,13,6.3179,0.036001,0,0,0.4007817470995109,Accession,,,1800.8915,1804.487351,0.032707,0.033613,4.947923,0.013231,0.0057897259838011125,TKDISFEAPNAPHVFQ,20,34,12.0,4.809380965194131,3,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,10.020000000000001,5.837579,15.0,8.993855,0.080943,0.0,0.0,0.6490630547190276,Accession,,,2233.14,2240.315467,0.023169,0.034102,5.033298,0.006806,0.006964156125940612,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,9.086882766066386,13.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaC,10.020000000000001,2.159795,8.0,4.553624,0.020853,0.0,0.0,0.4743024457003916,Accession,,,949.4473,952.09384,0.040725,0.042515,4.818418,0.00173,0.009585840269907178,DLDTASSQL,45.0,52.0,7.0,3.3201171199027413,21.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaN,10.020000000000001,1.833524,9.0,5.327547,0.022525,0.0,0.0,0.34415914115821034,Accession,,,1206.63,1209.207823,0.01653,0.020576,5.374034,0.002008,0.004127210706263463,SMVARGTFPQL,118.0,127.0,8.0,2.7532731292656827,27.0 +129,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,30.0,3.306167,13,6.3179,0.036001,0,0,0.523301571724782,Accession,,,1800.8915,1805.261419,0.066145,0.066597,4.939749,0.008337,0.010954656284373207,TKDISFEAPNAPHVFQ,20,34,12.0,6.279618860697384,3,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,30.0,0.898476,7.0,3.776811,0.029739,0.0,0.0,0.2378927619094522,Accession,,,846.5043,847.853642,0.028138,0.033747,4.614405,0.00587,0.009129552131803555,RVTVTASL,63.0,69.0,6.0,1.4273565714567131,23.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaC,30.0,2.096154,11.0,6.261897,0.065228,0.0,0.0,0.3347474415500606,Accession,,,1390.7511,1393.662721,0.033826,0.036029,5.503299,0.008571,0.006727832155455805,IASMVARGTFPQL,116.0,127.0,10.0,3.347474415500606,39.0,62.0,69.0,68.0,xxVTASL,dimer_deltaN,60.0,1.485798,6.0,3.273373,0.023509,0.0,0.0,0.45390427549808715,Accession,,,690.4032,692.249863,0.031299,0.039089,4.95476,0.004384,0.012378466122614262,VTVTASL,64.0,69.0,5.0,2.269521377490436,12.0 +192,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,60.0,3.996718,13,6.3179,0.036001,0,0,0.632602288735181,Accession,,,1800.8915,1805.95197,0.038868,0.039633,4.944612,0.015703,0.007235068246796721,TKDISFEAPNAPHVFQ,20,34,12.0,7.591227464822172,3,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,60.0,4.488893,8.0,4.718741,0.031945,0.0,0.0,0.9512903971631417,Accession,,,875.4469,880.392415,0.047309,0.051348,4.544339,0.007431,0.012644607907667258,SIAGIEGTQ,87.0,94.0,7.0,6.659032780141992,33.0,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,dimer_deltaC,300.0,6.868613,14.0,8.2421,0.035257,0.0,0.0,0.8333571541233422,Accession,,,2120.056,2128.199698,0.045843,0.050788,4.603805,0.013559,0.007118884410952662,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,10.833643003603449,12.0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,dimer_deltaN,300.0,8.502415,16.0,8.866259,0.083961,0.0,0.0,0.958963075633139,Accession,,,1917.8209,1927.394963,0.0145,0.015876,4.274182,0.017134,0.009255965127122474,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.384446134497084,36.0 +255,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,300.0,4.38941,13,6.3179,0.036001,0,0,0.694757751784612,Accession,,,1800.8915,1806.344661,0.080389,0.080762,4.935798,0.003678,0.013382046860534546,TKDISFEAPNAPHVFQ,20,34,12.0,8.337093021415344,3,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,300.0,2.80597,6.0,2.866933,0.018046,0.0,0.0,0.9787358128006479,Accession,,,875.4734,878.775513,0.015811,0.019599,4.112467,0.006727,0.009202608134119142,VARGTFPQ,120.0,126.0,5.0,4.89367906400324,43.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaC,600.0,0.95926,9.0,2.452847,0.025554,0.0,0.0,0.3910802426731059,Accession,,,1093.5347,1095.180335,0.01381,0.019211,5.738497,0.005882,0.008828486541262169,LCEVQQGGIF,77.0,85.0,8.0,3.1286419413848474,30.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaN,6000.00048,3.841455,7.0,3.337438,0.025744,0.0,0.0,1.1510191350371153,Accession,,,997.4812,1001.981061,0.028408,0.03644,6.396779,0.007292,0.014072835389883931,GAYCPNILF,101.0,108.0,6.0,6.906114810222691,21.0 +318,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,600.0,4.379495,13,6.3179,0.036001,0,0,0.6931884012092626,Accession,,,1800.8915,1806.334747,0.033809,0.034686,4.947334,0.008232,0.006763400043793134,TKDISFEAPNAPHVFQ,20,34,12.0,8.318260814511152,3,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,6000.00048,5.051354,8.0,5.0734,0.020042,0.0,0.0,0.9956545906098474,Accession,,,1199.6241,1205.453262,0.017184,0.024612,5.515089,0.007345,0.006245348967848931,MTFQIQRIY,11.0,18.0,7.0,6.969582134268932,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +381,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,6000.00048,5.283969,13,6.3179,0.036001,0,0,0.8363489450608589,Accession,,,1800.8915,1807.239221,0.064263,0.064728,4.946768,0.002933,0.011299372155867833,TKDISFEAPNAPHVFQ,20,34,12.0,10.036187340730306,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,0.0,0.0,14,6.812215,0.036048,0,0,0.0,Accession,,,1928.9865,1930.109485,0.016551,0.0,4.615109,0.00988,0.0,TKDISFEAPNAPHVFQK,20,35,13.0,0.0,4,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,0.0,0.0,14.0,6.812215,0.036048,0.0,0.0,0.0,Accession,,,1928.9865,1930.123039,0.015204,0.0,4.613889,0.009373,0.0,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,0.0,4.0,18.0,35.0,34.0,xxDISFEApNApHVFQK,dimer_deltaC,0.0,0.0,14.0,6.812215,0.036048,0.0,0.0,0.0,Accession,,,1928.9865,1930.123039,0.015204,0.0,4.613889,0.009373,0.0,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,0.0,4.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaN,0.0,0.0,12.0,6.94944,0.074753,0.0,0.0,0.0,Accession,,,1363.6223,1364.326333,0.011817,0.0,5.02277,0.008688,0.0,LDLDTASSQLADD,44.0,55.0,11.0,0.0,4.0 +67,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,10.020000000000001,3.11985,14,6.812215,0.036048,0,0,0.45797879250728285,Accession,,,1928.9865,1933.229335,0.031139,0.035264,4.618202,0.010243,0.005715788549695883,TKDISFEAPNAPHVFQK,20,35,13.0,5.953724302594677,4,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,10.020000000000001,2.959429,9.0,4.541007,0.086153,0.0,0.0,0.6517120541765297,Accession,,,1385.706,1389.52596,0.058514,0.05983,4.68914,0.002814,0.01806855365422939,QKDWQPEVKLD,35.0,44.0,8.0,5.213696433412237,14.0,45.0,52.0,51.0,xxASSQL,dimer_deltaC,10.020000000000001,1.396783,6.0,3.201185,0.006567,0.0,0.0,0.4363331078959823,Accession,,,721.3363,723.093076,0.014228,0.020947,4.205576,0.001614,0.006604452638193359,DTASSQL,47.0,52.0,5.0,2.1816655394799116,22.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaN,10.020000000000001,1.776765,8.0,4.784294,0.031285,0.0,0.0,0.3713745434540603,Accession,,,1119.5979,1122.099679,0.022132,0.02514,5.326252,0.001697,0.005788714074231743,MVARGTFPQL,119.0,127.0,7.0,2.599621804178422,28.0 +130,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,30.0,3.874881,14,6.812215,0.036048,0,0,0.5688136678011484,Accession,,,1928.9865,1933.984366,0.122007,0.123125,4.616431,0.007427,0.018323069305440053,TKDISFEAPNAPHVFQK,20,35,13.0,7.394577681414929,4,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,30.0,2.830022,13.0,7.227718,0.036737,0.0,0.0,0.3915512475721936,Accession,,,1480.7642,1484.444146,0.043051,0.055838,5.253455,0.00815,0.007977763432616441,RVTVTASLGEETAF,63.0,75.0,12.0,4.698614970866323,24.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaC,30.0,5.568475,17.0,10.369175,0.083226,0.0,0.0,0.5370219906598163,Accession,,,2146.1478,2153.057653,0.064908,0.066879,6.000536,0.009708,0.0077574753235794104,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,8.59235185055706,40.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaN,60.0,3.414061,11.0,5.919469,0.103664,0.0,0.0,0.576751225489989,Accession,,,1237.6311,1241.721293,0.050466,0.050685,5.948404,0.006859,0.01324125762166352,VTASLGEETAFL,66.0,76.0,10.0,5.7675122548998905,13.0 +193,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,60.0,4.342807,14,6.812215,0.036048,0,0,0.6375029267279437,Accession,,,1928.9865,1934.452292,0.031863,0.035905,4.623861,0.011855,0.006257816129886118,TKDISFEAPNAPHVFQK,20,35,13.0,8.287538047463268,4,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,60.0,1.757846,6.0,3.27942,0.02358,0.0,0.0,0.5360234431698289,Accession,,,850.4128,852.72019,0.014496,0.025943,5.711674,0.007546,0.008799781443320158,GAYCPNIL,101.0,107.0,5.0,2.6801172158491444,34.0,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,dimer_deltaC,300.0,8.06274,15.0,8.993855,0.080943,0.0,0.0,0.8964720912222846,Accession,,,2233.14,2242.540628,0.042785,0.049566,5.041427,0.013143,0.009770675205732438,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,12.550609277111985,13.0,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,dimer_deltaN,300.0,7.36271,15.0,7.418282,0.029146,0.0,0.0,0.9925087776388118,Accession,,,1803.778,1812.133103,0.02242,0.025772,3.839687,0.011073,0.005222612569981196,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.895122886943366,37.0 +256,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,300.0,4.854057,14,6.812215,0.036048,0,0,0.7125519379526336,Accession,,,1928.9865,1934.963542,0.03572,0.039368,4.612601,0.004573,0.006900329571449979,TKDISFEAPNAPHVFQK,20,35,13.0,9.263175193384237,4,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,300.0,3.515613,7.0,3.886385,0.009917,0.0,0.0,0.9045972027990021,Accession,,,988.5574,992.590874,0.023869,0.030695,5.222932,0.014465,0.008228483305811126,VARGTFPQL,120.0,127.0,6.0,5.427583216794012,44.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaC,600.0,0.917699,8.0,2.245694,0.058034,0.0,0.0,0.4086482842275039,Accession,,,980.4506,981.943695,0.023211,0.02682,5.511461,0.005397,0.015942223584056243,CEVQQGGIF,78.0,85.0,7.0,2.860537989592527,31.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaN,6000.00048,6.179923,11.0,5.099171,0.025247,0.0,0.0,1.2119466085761783,Accession,,,1521.7519,1528.899493,0.049359,0.049473,5.726907,0.009257,0.01140785030584682,GAYCPNILFPAARE,101.0,113.0,10.0,12.119466085761783,22.0 +319,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,600.0,4.835639,14,6.812215,0.036048,0,0,0.709848265211829,Accession,,,1928.9865,1934.945124,0.063272,0.0654,4.624496,0.005835,0.01030909193984361,TKDISFEAPNAPHVFQK,20,35,13.0,9.228027447753776,4,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,6000.00048,3.687148,6.0,3.642506,0.0147,0.0,0.0,1.012255848034293,Accession,,,967.536,971.745853,0.020362,0.023641,5.142194,0.005969,0.007668933997575466,FQIQRIY,13.0,18.0,5.0,5.061279240171465,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +382,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,6000.00048,5.780219,14,6.812215,0.036048,0,0,0.84850801097734,Accession,,,1928.9865,1935.889704,0.071981,0.07386,4.625127,0.003427,0.011735226660488979,TKDISFEAPNAPHVFQK,20,35,13.0,11.03060414270542,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,20,10.8151,0.088827,0,0,0.0,Accession,,,2811.4101,2813.121773,0.009662,0.0,4.83855,0.010736,0.0,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,0.0,5,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,0.0,0.0,9.0,4.61559,0.003636,0.0,0.0,0.0,Accession,,,1328.6634,1329.418768,0.009634,0.0,5.474514,0.008654,0.0,ISFEAPNAPHVF,23.0,33.0,8.0,0.0,5.0,21.0,33.0,32.0,xxFEApNApHVF,dimer_deltaC,0.0,0.0,9.0,4.61559,0.003636,0.0,0.0,0.0,Accession,,,1328.6634,1329.418768,0.009634,0.0,5.474514,0.008654,0.0,ISFEAPNAPHVF,23.0,33.0,8.0,0.0,5.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaN,0.0,0.0,14.0,8.416065,0.046315,0.0,0.0,0.0,Accession,,,1625.7541,1626.631842,0.036389,0.0,5.658374,0.009636,0.0,LDLDTASSQLADDVY,44.0,57.0,13.0,0.0,5.0 +68,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.432395,20,10.8151,0.088827,0,0,0.5022972510656397,Accession,,,2811.4101,2818.554169,0.057966,0.058766,4.845051,0.01303,0.006822369999426167,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,9.543647770247155,5,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,10.020000000000001,1.704185,5.0,2.773604,0.024238,0.0,0.0,0.6144298176668335,Accession,,,901.4414,903.626344,0.011579,0.014569,4.507092,0.001959,0.007511424832969615,DWQPEVK,37.0,42.0,4.0,2.457719270667334,15.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaC,10.020000000000001,0.424221,7.0,3.776811,0.029739,0.0,0.0,0.11232253877676167,Accession,,,846.5043,847.379387,0.039829,0.043971,4.617826,0.001994,0.011675907691502353,RVTVTASL,63.0,69.0,6.0,0.67393523266057,23.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaN,10.020000000000001,1.147822,6.0,2.866933,0.018046,0.0,0.0,0.40036582647728425,Accession,,,875.4734,877.117366,0.019744,0.02289,4.107321,0.002195,0.008372425192022968,VARGTFPQ,120.0,126.0,5.0,2.0018291323864212,29.0 +131,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,30.0,6.1318,20,10.8151,0.088827,0,0,0.5669665560188996,Accession,,,2811.4101,2819.253573,0.095618,0.096105,4.838986,0.009611,0.010032374453322527,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,10.772364564359092,5,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,30.0,2.719897,14.0,7.681216,0.046195,0.0,0.0,0.3540971898199452,Accession,,,1593.8483,1597.440825,0.054545,0.082989,5.715338,0.009221,0.011012020933810622,RVTVTASLGEETAFL,63.0,76.0,13.0,4.603263467659287,25.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaC,30.0,2.346507,9.0,5.327547,0.022525,0.0,0.0,0.4404479209662533,Accession,,,1206.63,1209.720806,0.032203,0.034456,5.373567,0.009172,0.006730278963230283,SMVARGTFPQL,118.0,127.0,8.0,3.5235833677300263,41.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaN,60.0,3.102559,8.0,4.512616,0.036923,0.0,0.0,0.6875300269289476,Accession,,,924.4309,928.048919,0.035058,0.045677,5.303145,0.005427,0.011580257290562987,ASLGEETAF,68.0,75.0,7.0,4.812710188502633,14.0 +194,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,60.0,7.02932,20,10.8151,0.088827,0,0,0.6499542306589862,Accession,,,2811.4101,2820.151094,0.032949,0.034337,4.838653,0.013948,0.006211019595876655,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,12.349130382520737,5,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,60.0,1.938045,7.0,3.337438,0.025744,0.0,0.0,0.5806984279558152,Accession,,,997.4812,1000.07765,0.031792,0.039135,6.4038,0.007327,0.0125524870373971,GAYCPNILF,101.0,108.0,6.0,3.484190567734891,35.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaC,300.0,3.738148,9.0,4.541007,0.086153,0.0,0.0,0.8231980263408535,Accession,,,1385.706,1390.304679,0.013328,0.018259,4.698442,0.011592,0.016127196231005836,QKDWQPEVKLD,35.0,44.0,8.0,6.585584210726828,14.0,141.0,156.0,155.0,xxQQAGEGTEEHQDA,dimer_deltaN,300.0,6.969403,14.0,7.113751,0.03215,0.0,0.0,0.9797085953669168,Accession,,,1640.7147,1648.546113,0.016543,0.019712,3.474339,0.011919,0.005223303935456145,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.736211739769919,38.0 +257,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,300.0,7.532226,20,10.8151,0.088827,0,0,0.6964545866427495,Accession,,,2811.4101,2820.653999,0.075776,0.076389,4.835655,0.005261,0.00908892767681441,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,13.232637146212241,5,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,300.0,7.245414,13.0,8.257736,0.024315,0.0,0.0,0.8774092559994653,Accession,,,1743.9541,1752.254446,0.061364,0.06179,5.884507,0.014661,0.007916135130076293,VARGTFPQLNLAPVNF,120.0,134.0,12.0,10.528911071993583,45.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaC,600.0,0.676144,6.0,1.481827,0.023424,0.0,0.0,0.4562907815824654,Accession,,,748.3988,749.460617,0.031251,0.032559,5.406991,0.006707,0.023125795252825536,VQQGGIF,80.0,85.0,5.0,2.281453907912327,32.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaN,6000.00048,6.79002,12.0,5.223489,0.096278,0.0,0.0,1.2999012728848478,Accession,,,1624.761,1632.887898,0.057036,0.058275,5.863025,0.008071,0.026429506621438302,GAYCPNILFPAAREC,101.0,114.0,11.0,14.298914001733326,23.0 +320,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,600.0,7.931792,20,10.8151,0.088827,0,0,0.7333997836358425,Accession,,,2811.4101,2821.053566,0.046225,0.047224,4.842347,0.008342,0.00743974608887674,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,13.934595889081006,5,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,6000.00048,5.277954,12.0,5.264543,0.061768,0.0,0.0,1.002547419595585,Accession,,,1672.8329,1679.123991,0.093524,0.095515,5.131612,0.00531,0.02162250631957592,TKDISFEAPNAPHVF,20.0,33.0,11.0,11.028021615551435,2.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +383,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,6000.00048,9.509351,20,10.8151,0.088827,0,0,0.8792661186674188,Accession,,,2811.4101,2822.631124,0.038142,0.039347,4.842894,0.002517,0.00808628463609248,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,16.706056254680956,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6,21,33,32,xxFEApNApHVF,SecB WT apo,0.0,0.0,9,4.61559,0.003636,0,0,0.0,Accession,,,1328.6634,1329.421551,0.010684,0.0,5.48315,0.006718,0.0,ISFEAPNAPHVF,23,33,8.0,0.0,6,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,0.0,0.0,10.0,5.560889,0.032429,0.0,0.0,0.0,Accession,,,1456.7219,1457.590847,0.011293,0.0,5.248685,0.008689,0.0,ISFEAPNAPHVFQ,23.0,34.0,9.0,0.0,6.0,21.0,34.0,33.0,xxFEApNApHVFQ,dimer_deltaC,0.0,0.0,10.0,5.560889,0.032429,0.0,0.0,0.0,Accession,,,1456.7219,1457.590847,0.011293,0.0,5.248685,0.008689,0.0,ISFEAPNAPHVFQ,23.0,34.0,9.0,0.0,6.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaN,0.0,0.0,15.0,8.797349,0.026752,0.0,0.0,0.0,Accession,,,1754.7967,1755.776721,0.017122,0.0,5.606008,0.007932,0.0,LDLDTASSQLADDVYE,44.0,58.0,14.0,0.0,6.0 +69,21,33,32,xxFEApNApHVF,SecB WT apo,10.020000000000001,1.86147,9,4.61559,0.003636,0,0,0.40330055312538593,Accession,,,1328.6634,1331.283021,0.015799,0.019072,5.489802,0.011635,0.004144278622568917,ISFEAPNAPHVF,23,33,8.0,3.2264044250030874,6,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,10.020000000000001,2.521824,8.0,3.461806,0.000977,0.0,0.0,0.7284706306477023,Accession,,,1157.6048,1160.761439,0.035197,0.039376,4.110071,0.002039,0.011376267635331313,QPEVKLDLDT,39.0,47.0,8.0,5.827765045181619,16.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaC,10.020000000000001,2.272383,13.0,7.227718,0.036737,0.0,0.0,0.31439840347949377,Accession,,,1480.7642,1483.886507,0.045501,0.057747,5.255959,0.001222,0.008147902873753821,RVTVTASLGEETAF,63.0,75.0,12.0,3.7727808417539253,24.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaN,10.020000000000001,1.852764,7.0,3.886385,0.009917,0.0,0.0,0.476731975859314,Accession,,,988.5574,990.928025,0.025471,0.031957,5.208857,0.001806,0.008312305983511964,VARGTFPQL,120.0,127.0,6.0,2.860391855155884,30.0 +132,21,33,32,xxFEApNApHVF,SecB WT apo,30.0,2.473014,9,4.61559,0.003636,0,0,0.5357958570843597,Accession,,,1328.6634,1331.894565,0.040517,0.041902,5.48333,0.008868,0.009088169313730101,ISFEAPNAPHVF,23,33,8.0,4.286366856674878,6,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,30.0,1.042738,6.0,3.273373,0.023509,0.0,0.0,0.3185515369009276,Accession,,,690.4032,691.806803,0.029898,0.037976,4.945487,0.004496,0.0118249134148051,VTVTASL,64.0,69.0,5.0,1.5927576845046378,26.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaC,30.0,2.199164,8.0,4.784294,0.031285,0.0,0.0,0.4596632230377147,Accession,,,1119.5979,1122.522078,0.020916,0.024076,5.325414,0.006975,0.005861636896420754,MVARGTFPQL,119.0,127.0,7.0,3.217642561264003,42.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaN,60.0,3.046539,9.0,4.82295,0.028983,0.0,0.0,0.6316754268653003,Accession,,,1037.515,1041.15985,0.058317,0.062667,5.910941,0.006834,0.013536637127146553,ASLGEETAFL,68.0,76.0,8.0,5.0534034149224025,15.0 +195,21,33,32,xxFEApNApHVF,SecB WT apo,60.0,2.937475,9,4.61559,0.003636,0,0,0.6364245957721548,Accession,,,1328.6634,1332.359026,0.03688,0.038397,5.489686,0.012171,0.008334073422975355,ISFEAPNAPHVF,23,33,8.0,5.091396766177239,6,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,60.0,2.844067,11.0,5.099171,0.025247,0.0,0.0,0.5577508579335739,Accession,,,1521.7519,1525.563637,0.062083,0.062173,5.733006,0.007317,0.01250158471916358,GAYCPNILFPAARE,101.0,113.0,10.0,5.577508579335739,36.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaC,300.0,2.326152,5.0,2.773604,0.024238,0.0,0.0,0.838674879326681,Accession,,,901.4414,904.248311,0.014894,0.017321,4.519526,0.013875,0.009628803958145613,DWQPEVK,37.0,42.0,4.0,3.354699517306724,15.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaN,600.0,3.830065,9.0,4.541007,0.086153,0.0,0.0,0.8434395718835052,Accession,,,1385.706,1390.396595,0.018467,0.022289,4.687205,0.003208,0.01673779542828841,QKDWQPEVKLD,35.0,44.0,8.0,6.747516575068041,0.0 +258,21,33,32,xxFEApNApHVF,SecB WT apo,300.0,3.344293,9,4.61559,0.003636,0,0,0.724564573543144,Accession,,,1328.6634,1332.765843,0.029486,0.031362,5.479832,0.003512,0.006818729512364097,ISFEAPNAPHVF,23,33,8.0,5.796516588345152,6,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,300.0,2.809136,5.0,2.709472,0.019689,0.0,0.0,1.0367835504482055,Accession,,,774.4145,777.610802,0.007798,0.013697,5.506675,0.015468,0.009072864827306485,NLAPVNF,129.0,134.0,4.0,4.147134201792822,46.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaC,600.0,4.649065,8.0,4.718741,0.031945,0.0,0.0,0.9852341970029719,Accession,,,875.4469,880.552586,0.01281,0.023719,4.540886,0.003883,0.008351835945265751,SIAGIEGTQ,87.0,94.0,7.0,6.896639379020803,33.0,101.0,108.0,107.0,xxxNILF,dimer_deltaN,6000.00048,2.167251,5.0,1.880751,0.035057,0.0,0.0,1.1523327649433657,Accession,,,869.4226,872.180259,0.01905,0.023547,6.442795,0.007063,0.02486188481993193,YCPNILF,104.0,108.0,4.0,4.609331059773463,24.0 +321,21,33,32,xxFEApNApHVF,SecB WT apo,600.0,3.400699,9,4.61559,0.003636,0,0,0.7367853297194941,Accession,,,1328.6634,1332.82225,0.043755,0.04504,5.493785,0.007907,0.009775478508839872,ISFEAPNAPHVF,23,33,8.0,5.8942826377559525,6,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,6000.00048,6.018699,13.0,6.3179,0.036001,0.0,0.0,0.9526423336868263,Accession,,,1800.8915,1807.891174,0.084855,0.085494,4.950451,0.006183,0.014580236264161389,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,11.431708004241916,3.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +384,21,33,32,xxFEApNApHVF,SecB WT apo,6000.00048,4.011707,9,4.61559,0.003636,0,0,0.8691645055128381,Accession,,,1328.6634,1333.433258,0.030477,0.032295,5.491594,0.002625,0.007030359927536579,ISFEAPNAPHVF,23,33,8.0,6.953316044102705,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,21,34,33,xxFEApNApHVFQ,SecB WT apo,0.0,0.0,10,5.560889,0.032429,0,0,0.0,Accession,,,1456.7219,1457.599798,0.021035,0.0,5.249913,0.0069,0.0,ISFEAPNAPHVFQ,23,34,9.0,0.0,7,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,0.0,0.0,11.0,6.220337,0.064196,0.0,0.0,0.0,Accession,,,1584.8169,1585.696648,0.01702,0.0,4.8385,0.008751,0.0,ISFEAPNAPHVFQK,23.0,35.0,10.0,0.0,7.0,21.0,35.0,34.0,xxFEApNApHVFQK,dimer_deltaC,0.0,0.0,11.0,6.220337,0.064196,0.0,0.0,0.0,Accession,,,1584.8169,1585.696648,0.01702,0.0,4.8385,0.008751,0.0,ISFEAPNAPHVFQK,23.0,35.0,10.0,0.0,7.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaN,0.0,0.0,8.0,4.553624,0.020853,0.0,0.0,0.0,Accession,,,949.4473,949.934045,0.012208,0.0,4.814564,0.007569,0.0,DLDTASSQL,45.0,52.0,7.0,0.0,7.0 +70,21,34,33,xxFEApNApHVFQ,SecB WT apo,10.020000000000001,2.582201,10,5.560889,0.032429,0,0,0.46435039433443104,Accession,,,1456.7219,1460.181999,0.035201,0.041007,5.257374,0.012036,0.00785565705954532,ISFEAPNAPHVFQ,23,34,9.0,4.17915354900988,7,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,10.020000000000001,2.87659,9.0,5.63459,0.03405,0.0,0.0,0.5105233921190362,Accession,,,1062.5313,1065.956886,0.025176,0.025938,5.209874,0.001885,0.005541546915725592,LDLDTASSQL,44.0,52.0,8.0,4.0841871369522895,17.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaC,10.020000000000001,2.247373,14.0,7.681216,0.046195,0.0,0.0,0.29258036748348176,Accession,,,1593.8483,1596.9683,0.044797,0.076934,5.713102,0.003167,0.010169249299931843,RVTVTASLGEETAFL,63.0,76.0,13.0,3.803544777285263,25.0,118.0,134.0,133.0,xxRGTFpQLNLApVNF,dimer_deltaN,10.020000000000001,5.703015,13.0,8.257736,0.024315,0.0,0.0,0.6906269466594718,Accession,,,1743.9541,1750.712047,0.024146,0.025209,5.87031,0.005067,0.0036680772097907187,VARGTFPQLNLAPVNF,120.0,134.0,12.0,8.287523359913662,31.0 +133,21,34,33,xxFEApNApHVFQ,SecB WT apo,30.0,3.225543,10,5.560889,0.032429,0,0,0.5800408891456024,Accession,,,1456.7219,1460.825341,0.096207,0.09848,5.247113,0.008593,0.018029549075004675,ISFEAPNAPHVFQ,23,34,9.0,5.220368002310421,7,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,30.0,2.919869,11.0,5.919469,0.103664,0.0,0.0,0.49326535876782185,Accession,,,1237.6311,1241.227102,0.05074,0.050958,5.942935,0.007361,0.012195342811855782,VTASLGEETAFL,66.0,76.0,10.0,4.932653587678218,27.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaC,30.0,1.641127,6.0,2.866933,0.018046,0.0,0.0,0.5724329797731583,Accession,,,875.4734,877.610671,0.007673,0.013892,4.094517,0.007257,0.0060384464286953685,VARGTFPQ,120.0,126.0,5.0,2.8621648988657915,43.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaN,60.0,0.302582,9.0,2.452847,0.025554,0.0,0.0,0.12335950835906194,Accession,,,1093.5347,1094.523658,0.045139,0.047073,5.743076,0.007396,0.019234152248297737,LCEVQQGGIF,77.0,85.0,8.0,0.9868760668724955,16.0 +196,21,34,33,xxFEApNApHVFQ,SecB WT apo,60.0,3.717494,10,5.560889,0.032429,0,0,0.6685071397756724,Accession,,,1456.7219,1461.317292,0.040815,0.045917,5.258162,0.017958,0.009131177162215912,ISFEAPNAPHVFQ,23,34,9.0,6.016564257981052,7,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,60.0,2.476857,12.0,5.223489,0.096278,0.0,0.0,0.4741767427862871,Accession,,,1624.761,1628.574736,0.086476,0.087298,5.870132,0.006165,0.018859914661400273,GAYCPNILFPAAREC,101.0,114.0,11.0,5.215944170649157,37.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaC,300.0,3.209031,8.0,3.461806,0.000977,0.0,0.0,0.9269817546101659,Accession,,,1157.6048,1161.448646,0.026355,0.031721,4.117228,0.009645,0.009166870142261207,QPEVKLDLDT,39.0,47.0,8.0,7.415854036881327,16.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaN,600.0,2.477038,5.0,2.773604,0.024238,0.0,0.0,0.8930755796429481,Accession,,,901.4414,904.399197,0.018624,0.020616,4.509881,0.00312,0.010777632875053003,DWQPEVK,37.0,42.0,4.0,3.5723023185717926,1.0 +259,21,34,33,xxFEApNApHVFQ,SecB WT apo,300.0,4.144946,10,5.560889,0.032429,0,0,0.7453747053753456,Accession,,,1456.7219,1461.744744,0.020327,0.029252,5.244169,0.001948,0.0068238579642483236,ISFEAPNAPHVFQ,23,34,9.0,6.70837234837811,7,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,300.0,9.418702,18.0,9.445908,0.065306,0.0,0.0,0.9971198110335184,Accession,,,2195.9298,2206.680854,0.021779,0.023908,5.012948,0.011722,0.007343720314656853,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.951036787569812,47.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaC,600.0,2.809437,6.0,3.27942,0.02358,0.0,0.0,0.8566871580950289,Accession,,,850.4128,853.771781,0.009799,0.023642,5.707141,0.006801,0.009482412372595925,GAYCPNIL,101.0,107.0,5.0,4.283435790475145,34.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaN,6000.00048,5.294629,11.0,6.261897,0.065228,0.0,0.0,0.8455311545367161,Accession,,,1390.7511,1396.861197,0.078851,0.079821,5.506114,0.007206,0.015493944865262222,IASMVARGTFPQL,116.0,127.0,10.0,8.455311545367161,25.0 +322,21,34,33,xxFEApNApHVFQ,SecB WT apo,600.0,4.187741,10,5.560889,0.032429,0,0,0.7530704173379471,Accession,,,1456.7219,1461.787539,0.070712,0.073774,5.257535,0.007465,0.01397456929126847,ISFEAPNAPHVFQ,23,34,9.0,6.777633756041524,7,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,6000.00048,6.640255,14.0,6.812215,0.036048,0.0,0.0,0.9747571091047478,Accession,,,1928.9865,1936.763294,0.08081,0.082228,4.624444,0.008007,0.01312657644198431,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,12.67184241836172,4.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +385,21,34,33,xxFEApNApHVFQ,SecB WT apo,6000.00048,4.817025,10,5.560889,0.032429,0,0,0.8662328990922135,Accession,,,1456.7219,1462.416824,0.030985,0.03745,5.256486,0.001527,0.008418553238115786,ISFEAPNAPHVFQ,23,34,9.0,7.796096091829921,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8,21,35,34,xxFEApNApHVFQK,SecB WT apo,0.0,0.0,11,6.220337,0.064196,0,0,0.0,Accession,,,1584.8169,1585.702777,0.025082,0.0,4.843765,0.009622,0.0,ISFEAPNAPHVFQK,23,35,10.0,0.0,8,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,0.0,0.0,17.0,10.033722,0.057622,0.0,0.0,0.0,Accession,,,2467.2405,2468.745505,0.022124,0.0,5.006537,0.007542,0.0,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,0.0,8.0,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,dimer_deltaC,0.0,0.0,17.0,10.033722,0.057622,0.0,0.0,0.0,Accession,,,2467.2405,2468.745505,0.022124,0.0,5.006537,0.007542,0.0,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,0.0,8.0,45.0,52.0,51.0,xxASSQL,dimer_deltaN,0.0,0.0,6.0,3.201185,0.006567,0.0,0.0,0.0,Accession,,,721.3363,721.696293,0.015373,0.0,4.196823,0.005702,0.0,DTASSQL,47.0,52.0,5.0,0.0,8.0 +71,21,35,34,xxFEApNApHVFQK,SecB WT apo,10.020000000000001,3.145305,11,6.220337,0.064196,0,0,0.50564864893976,Accession,,,1584.8169,1588.848082,0.027998,0.03759,4.855414,0.012739,0.00798443614926695,ISFEAPNAPHVFQK,23,35,10.0,5.0564864893976,8,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,10.020000000000001,3.975057,12.0,6.94944,0.074753,0.0,0.0,0.5719967364276833,Accession,,,1363.6223,1368.30139,0.027224,0.029678,5.029944,0.002264,0.007489629823142912,LDLDTASSQLADD,44.0,55.0,11.0,6.291964100704517,18.0,62.0,69.0,68.0,xxVTASL,dimer_deltaC,10.020000000000001,0.465607,6.0,3.273373,0.023509,0.0,0.0,0.14224074066719558,Accession,,,690.4032,691.229673,0.032522,0.040075,4.945785,0.001083,0.01228526978015151,VTVTASL,64.0,69.0,5.0,0.7112037033359779,26.0,127.0,134.0,133.0,xxApVNF,dimer_deltaN,10.020000000000001,2.781879,5.0,2.709472,0.019689,0.0,0.0,1.026723656860082,Accession,,,774.4145,777.583545,0.006802,0.013156,5.489735,0.002514,0.00890178755762424,NLAPVNF,129.0,134.0,4.0,4.106894627440328,32.0 +134,21,35,34,xxFEApNApHVFQK,SecB WT apo,30.0,3.814868,11,6.220337,0.064196,0,0,0.6132896015119439,Accession,,,1584.8169,1589.517645,0.062793,0.067617,4.846944,0.009863,0.01257872970170332,ISFEAPNAPHVFQK,23,35,10.0,6.132896015119439,8,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,30.0,2.794171,8.0,4.512616,0.036923,0.0,0.0,0.619190952653627,Accession,,,924.4309,927.740531,0.006406,0.029972,5.293148,0.00709,0.008353531587280036,ASLGEETAF,68.0,75.0,7.0,4.334336668575389,28.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaC,30.0,2.297117,7.0,3.886385,0.009917,0.0,0.0,0.591067791791086,Accession,,,988.5574,991.372379,0.012677,0.02309,5.207153,0.005483,0.006129706325735941,VARGTFPQL,120.0,127.0,6.0,3.5464067507465162,44.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaN,60.0,0.303528,8.0,2.245694,0.058034,0.0,0.0,0.1351599995368915,Accession,,,980.4506,981.329524,0.028662,0.031656,5.517115,0.00801,0.014522602441074254,CEVQQGGIF,78.0,85.0,7.0,0.9461199967582405,17.0 +197,21,35,34,xxFEApNApHVFQK,SecB WT apo,60.0,4.295369,11,6.220337,0.064196,0,0,0.6905363809066937,Accession,,,1584.8169,1589.998147,0.026135,0.036223,4.85012,0.012387,0.009203208489488262,ISFEAPNAPHVFQK,23,35,10.0,6.9053638090669365,8,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,60.0,0.421757,5.0,1.880751,0.035057,0.0,0.0,0.22424924936900206,Accession,,,869.4226,870.434764,0.017032,0.021946,6.448149,0.006792,0.012394830156437686,YCPNILF,104.0,108.0,4.0,0.8969969974760083,38.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaC,300.0,3.436532,9.0,5.63459,0.03405,0.0,0.0,0.6098992118326267,Accession,,,1062.5313,1066.516829,0.050236,0.050622,5.223983,0.014424,0.009710761302631614,LDLDTASSQL,44.0,52.0,8.0,4.879193694661014,17.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaN,600.0,3.324001,8.0,3.461806,0.000977,0.0,0.0,0.9601927433253047,Accession,,,1157.6048,1161.563616,0.029365,0.034263,4.102315,0.00316,0.009901144120709669,QPEVKLDLDT,39.0,47.0,8.0,7.6815419466024375,2.0 +260,21,35,34,xxFEApNApHVFQK,SecB WT apo,300.0,4.722663,11,6.220337,0.064196,0,0,0.7592294436780516,Accession,,,1584.8169,1590.42544,0.035983,0.043862,4.843775,0.003856,0.010541215246312921,ISFEAPNAPHVFQK,23,35,10.0,7.592294436780516,8,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,300.0,7.961578,13.0,7.945226,0.075043,0.0,0.0,1.0020580912361714,Accession,,,1597.6799,1606.600814,0.012075,0.01288,4.747882,0.012285,0.00960231091482004,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.024697094834057,48.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaC,600.0,3.158261,7.0,3.337438,0.025744,0.0,0.0,0.9463130101592898,Accession,,,997.4812,1001.297866,0.022472,0.032029,6.397075,0.008168,0.012057527139390244,GAYCPNILF,101.0,108.0,6.0,5.677878060955739,35.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaN,6000.00048,8.51771,17.0,10.369175,0.083226,0.0,0.0,0.8214452933815852,Accession,,,2146.1478,2156.006888,0.120873,0.121943,5.999033,0.00705,0.013482237774121872,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,13.143124694105364,26.0 +323,21,35,34,xxFEApNApHVFQK,SecB WT apo,600.0,4.758548,11,6.220337,0.064196,0,0,0.7649984237188436,Accession,,,1584.8169,1590.461325,0.055357,0.060774,4.854465,0.006093,0.012561398748548672,ISFEAPNAPHVFQK,23,35,10.0,7.649984237188436,8,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,6000.00048,4.731881,9.0,4.61559,0.003636,0.0,0.0,1.0251952621441678,Accession,,,1328.6634,1334.150649,0.023075,0.025005,5.488748,0.007099,0.0054773754194492544,ISFEAPNAPHVF,23.0,33.0,8.0,8.201562097153342,5.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +386,21,35,34,xxFEApNApHVFQK,SecB WT apo,6000.00048,5.422302,11,6.220337,0.064196,0,0,0.871705504058703,Accession,,,1584.8169,1591.125079,0.030307,0.03934,4.854367,0.001976,0.010996891439613498,ISFEAPNAPHVFQK,23,35,10.0,8.717055040587029,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +9,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,17,10.033722,0.057622,0,0,0.0,Accession,,,2467.2405,2468.739363,0.021532,0.0,5.011544,0.008843,0.0,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,0.0,9,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,0.0,0.0,18.0,10.774211,0.021003,0.0,0.0,0.0,Accession,,,2580.3245,2581.912173,0.012427,0.0,5.302643,0.008123,0.0,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,0.0,9.0,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,dimer_deltaC,0.0,0.0,18.0,10.774211,0.021003,0.0,0.0,0.0,Accession,,,2580.3245,2581.912173,0.012427,0.0,5.302643,0.008123,0.0,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,0.0,9.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaN,0.0,0.0,7.0,3.776811,0.029739,0.0,0.0,0.0,Accession,,,846.5043,846.955166,0.01863,0.0,4.613347,0.009715,0.0,RVTVTASL,63.0,69.0,6.0,0.0,9.0 +72,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.30033,17,10.033722,0.057622,0,0,0.528251629853807,Accession,,,2467.2405,2474.039693,0.104375,0.106573,5.02021,0.014512,0.011046220466124678,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,8.452026077660912,9,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,10.020000000000001,4.293703,14.0,8.416065,0.046315,0.0,0.0,0.5101794009433149,Accession,,,1625.7541,1630.925545,0.040807,0.054675,5.652373,0.002254,0.007077230531408868,LDLDTASSQLADDVY,44.0,57.0,13.0,6.632332212263094,19.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaC,10.020000000000001,2.396959,11.0,5.919469,0.103664,0.0,0.0,0.40492804337686367,Accession,,,1237.6311,1240.704191,0.044873,0.045119,5.93702,0.005226,0.010410708532729088,VTASLGEETAFL,66.0,76.0,10.0,4.0492804337686366,27.0,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,dimer_deltaN,10.020000000000001,9.518553,18.0,9.445908,0.065306,0.0,0.0,1.0076906317529242,Accession,,,2195.9298,2206.780704,0.045304,0.046365,5.002314,0.002671,0.008522332557256913,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.130740739799712,33.0 +135,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,30.0,6.27288,17,10.033722,0.057622,0,0,0.6251797687837076,Accession,,,2467.2405,2475.012243,0.13622,0.137911,5.014503,0.007904,0.014205929450181311,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,10.002876300539322,9,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,30.0,2.783195,9.0,4.82295,0.028983,0.0,0.0,0.5770731606174645,Accession,,,1037.515,1040.896505,0.030778,0.038387,5.904494,0.009086,0.008681906126721574,ASLGEETAFL,68.0,76.0,8.0,4.616585284939716,29.0,9.0,18.0,17.0,xxFQIQRIY,dimer_deltaC,60.0,3.476958,8.0,5.0734,0.020042,0.0,0.0,0.6853309417747467,Accession,,,1199.6241,1203.878867,0.032912,0.037332,5.521878,0.007885,0.007840625882583663,MTFQIQRIY,11.0,18.0,7.0,4.797316592423227,0.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaN,60.0,0.240195,6.0,1.481827,0.023424,0.0,0.0,0.16209382066867453,Accession,,,748.3988,749.024668,0.027826,0.029287,5.412087,0.007516,0.01992951691585831,VQQGGIF,80.0,85.0,5.0,0.8104691033433726,18.0 +198,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,60.0,6.91113,17,10.033722,0.057622,0,0,0.6887902614802364,Accession,,,2467.2405,2475.650493,0.117358,0.119317,5.019005,0.01554,0.012532237075204782,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,11.020644183683782,9,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,60.0,2.601367,11.0,6.261897,0.065228,0.0,0.0,0.41542794459889715,Accession,,,1390.7511,1394.167934,0.064031,0.065222,5.513103,0.008019,0.01127886461707913,IASMVARGTFPQL,116.0,127.0,10.0,4.154279445988972,39.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaC,300.0,4.957632,12.0,6.94944,0.074753,0.0,0.0,0.7133858267716535,Accession,,,1363.6223,1369.283965,0.091715,0.092473,5.040007,0.013148,0.015360639971027611,LDLDTASSQLADD,44.0,55.0,11.0,7.847244094488189,18.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaN,600.0,3.717092,9.0,5.63459,0.03405,0.0,0.0,0.6596916545835633,Accession,,,1062.5313,1066.797389,0.010572,0.012277,5.211716,0.007053,0.004543117929630306,LDLDTASSQL,44.0,52.0,8.0,5.277533236668506,3.0 +261,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,300.0,7.50253,17,10.033722,0.057622,0,0,0.7477314998362523,Accession,,,2467.2405,2476.241893,0.050521,0.054918,5.008733,0.004263,0.006956777848669795,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,11.963703997380037,9,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,300.0,9.190988,17.0,9.473422,0.002415,0.0,0.0,0.9701866970562487,Accession,,,2048.8614,2059.233689,0.008747,0.01185,4.502125,0.01365,0.0012750841560457314,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.52298715289998,49.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaC,600.0,4.69227,11.0,5.099171,0.025247,0.0,0.0,0.9202025191938061,Accession,,,1521.7519,1527.411841,0.026202,0.026415,5.727736,0.006975,0.006898776159640071,GAYCPNILFPAARE,101.0,113.0,10.0,9.202025191938061,36.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaN,6000.00048,5.475051,9.0,5.327547,0.022525,0.0,0.0,1.0276870387065566,Accession,,,1206.63,1212.84935,0.04893,0.050441,5.375302,0.007304,0.010417390904532154,SMVARGTFPQL,118.0,127.0,8.0,8.221496309652453,27.0 +324,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,600.0,7.7187,17,10.033722,0.057622,0,0,0.7692758479854236,Accession,,,2467.2405,2476.458062,0.093455,0.095904,5.019772,0.006629,0.010529754936486335,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,12.308413567766777,9,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,6000.00048,5.386478,10.0,5.560889,0.032429,0.0,0.0,0.9686361299425326,Accession,,,1456.7219,1462.977325,0.02746,0.029692,5.256948,0.006284,0.007772874991843501,ISFEAPNAPHVFQ,23.0,34.0,9.0,8.717725169482794,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +387,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,6000.00048,9.218607,17,10.033722,0.057622,0,0,0.9187624492685766,Accession,,,2467.2405,2477.957969,0.047345,0.052011,5.020389,0.003114,0.0073965707245786895,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,14.700199188297226,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +10,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,0.0,0.0,18,10.774211,0.021003,0,0,0.0,Accession,,,2580.3245,2581.915918,0.003449,0.0,5.312037,0.008026,0.0,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,0.0,10,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,0.0,0.0,6.0,2.961946,0.018193,0.0,0.0,0.0,Accession,,,981.4789,982.015861,0.013152,0.0,4.839308,0.008458,0.0,EAPNAPHVF,27.0,33.0,5.0,0.0,10.0,24.0,33.0,32.0,xxxNApHVF,dimer_deltaC,0.0,0.0,6.0,2.961946,0.018193,0.0,0.0,0.0,Accession,,,981.4789,982.015861,0.013152,0.0,4.839308,0.008458,0.0,EAPNAPHVF,27.0,33.0,5.0,0.0,10.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaN,0.0,0.0,13.0,7.227718,0.036737,0.0,0.0,0.0,Accession,,,1480.7642,1481.614124,0.035559,0.0,5.296122,0.110574,0.0,RVTVTASLGEETAF,63.0,75.0,12.0,0.0,10.0 +73,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,10.020000000000001,6.278614,18,10.774211,0.021003,0,0,0.5827446668716624,Accession,,,2580.3245,2588.194532,0.014566,0.014969,5.315993,0.013299,0.0017946381125419151,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,9.90665933681826,10,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,10.020000000000001,4.361438,15.0,8.797349,0.026752,0.0,0.0,0.4957673044459188,Accession,,,1754.7967,1760.138159,0.020293,0.026552,5.595306,0.002199,0.003373757573996273,LDLDTASSQLADDVYE,44.0,58.0,14.0,6.940742262242863,20.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaC,10.020000000000001,2.463839,8.0,4.512616,0.036923,0.0,0.0,0.5459890670954497,Accession,,,924.4309,927.410199,0.014838,0.032825,5.295548,0.001576,0.0085363501283089,ASLGEETAF,68.0,75.0,7.0,3.821923469668148,28.0,138.0,152.0,151.0,xxYLQQQAGEGTEE,dimer_deltaN,10.020000000000001,7.985907,13.0,7.945226,0.075043,0.0,0.0,1.005120181603393,Accession,,,1597.6799,1606.625142,0.01586,0.016481,4.736944,0.001115,0.009717383296866148,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.061442179240716,34.0 +136,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,30.0,7.183405,18,10.774211,0.021003,0,0,0.6667221386327036,Accession,,,2580.3245,2589.099322,0.147813,0.147853,5.310132,0.00889,0.01378427059031124,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,11.33427635675596,10,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,30.0,0.22078,9.0,2.452847,0.025554,0.0,0.0,0.09000969077973472,Accession,,,1093.5347,1094.441856,0.021246,0.025094,5.734349,0.008993,0.010273446760192834,LCEVQQGGIF,77.0,85.0,8.0,0.7200775262378778,30.0,11.0,18.0,17.0,xxIQRIY,dimer_deltaC,60.0,2.407461,6.0,3.642506,0.0147,0.0,0.0,0.6609353560433394,Accession,,,967.536,970.466165,0.015722,0.019786,5.146227,0.006042,0.0060515265871750505,FQIQRIY,13.0,18.0,5.0,3.304676780216697,1.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaN,60.0,4.488893,8.0,4.718741,0.031945,0.0,0.0,0.9512903971631417,Accession,,,875.4469,880.392415,0.047309,0.051348,4.544339,0.007431,0.012644607907667258,SIAGIEGTQ,87.0,94.0,7.0,6.659032780141992,19.0 +199,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,60.0,7.812505,18,10.774211,0.021003,0,0,0.7251115650139022,Accession,,,2580.3245,2589.728423,0.02518,0.025415,5.312279,0.013698,0.0027499656251026502,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,12.326896605236337,10,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,60.0,6.126788,17.0,10.369175,0.083226,0.0,0.0,0.590865522088305,Accession,,,2146.1478,2153.615965,0.127164,0.128181,6.005685,0.004827,0.013240219515170727,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,9.45384835341288,40.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaC,300.0,5.418593,14.0,8.416065,0.046315,0.0,0.0,0.643839252667369,Accession,,,1625.7541,1632.050435,0.041469,0.055171,5.664441,0.01412,0.007451692434450311,LDLDTASSQLADDVY,44.0,57.0,13.0,8.369910284675797,19.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaN,600.0,5.244944,12.0,6.94944,0.074753,0.0,0.0,0.7547290141363909,Accession,,,1363.6223,1369.571277,0.012341,0.017086,5.029031,0.008783,0.008482513261277766,LDLDTASSQLADD,44.0,55.0,11.0,8.3020191555003,4.0 +262,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,300.0,8.603494,18,10.774211,0.021003,0,0,0.7985265928057285,Accession,,,2580.3245,2590.519412,0.037506,0.037664,5.302852,0.005167,0.0038266691718023124,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,13.574952077697384,10,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,300.0,8.502415,16.0,8.866259,0.083961,0.0,0.0,0.958963075633139,Accession,,,1917.8209,1927.394963,0.0145,0.015876,4.274182,0.017134,0.009255965127122474,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.384446134497084,50.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaC,600.0,5.179708,12.0,5.223489,0.096278,0.0,0.0,0.9916184374084065,Accession,,,1624.761,1631.277587,0.046465,0.047978,5.864261,0.007469,0.020455394478980173,GAYCPNILFPAAREC,101.0,114.0,11.0,10.907802811492472,37.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaN,6000.00048,4.551268,8.0,4.784294,0.031285,0.0,0.0,0.9512935450873212,Accession,,,1119.5979,1124.874182,0.012636,0.017373,5.330215,0.006189,0.007202915543404848,MVARGTFPQL,119.0,127.0,7.0,6.659054815611249,28.0 +325,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,600.0,8.761063,18,10.774211,0.021003,0,0,0.8131512367819788,Accession,,,2580.3245,2590.676981,0.088996,0.089063,5.315297,0.00533,0.008416923049275724,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,13.823571025293639,10,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,6000.00048,5.996754,11.0,6.220337,0.064196,0.0,0.0,0.964056127505632,Accession,,,1584.8169,1591.693402,0.020659,0.026768,4.855132,0.006333,0.010840145207582596,ISFEAPNAPHVFQK,23.0,35.0,10.0,9.640561275056319,7.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +388,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,6000.00048,10.047206,18,10.774211,0.021003,0,0,0.9325235973195624,Accession,,,2580.3245,2591.963123,0.045973,0.046102,5.313531,0.002109,0.004649054686795187,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,15.85290115443256,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +11,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,0.0,0.0,19,11.082561,0.064045,0,0,0.0,Accession,,,2695.3515,2696.953592,0.010096,0.0,5.226836,0.00798,0.0,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,0.0,11,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,0.0,0.0,8.0,4.321766,0.016281,0.0,0.0,0.0,Accession,,,1237.6324,1238.337946,0.018548,0.0,4.050134,0.011269,0.0,EAPNAPHVFQK,27.0,35.0,7.0,0.0,11.0,24.0,35.0,34.0,xxxNApHVFQK,dimer_deltaC,0.0,0.0,8.0,4.321766,0.016281,0.0,0.0,0.0,Accession,,,1237.6324,1238.337946,0.018548,0.0,4.050134,0.011269,0.0,EAPNAPHVFQK,27.0,35.0,7.0,0.0,11.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaN,0.0,0.0,14.0,7.681216,0.046195,0.0,0.0,0.0,Accession,,,1593.8483,1594.720927,0.062546,0.0,5.71214,0.011372,0.0,RVTVTASLGEETAFL,63.0,76.0,13.0,0.0,11.0 +74,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,10.020000000000001,5.891685,19,11.082561,0.064045,0,0,0.5316176468597826,Accession,,,2695.3515,2702.845277,0.153107,0.15344,5.23015,0.00883,0.014181927767802858,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,9.569117643476087,11,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,10.020000000000001,2.159795,8.0,4.553624,0.020853,0.0,0.0,0.4743024457003916,Accession,,,949.4473,952.09384,0.040725,0.042515,4.818418,0.00173,0.009585840269907178,DLDTASSQL,45.0,52.0,7.0,3.3201171199027413,21.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaC,10.020000000000001,2.42588,9.0,4.82295,0.028983,0.0,0.0,0.5029867612146093,Accession,,,1037.515,1040.539191,0.026254,0.034865,5.900452,0.004939,0.00783546468816537,ASLGEETAFL,68.0,76.0,8.0,4.023894089716874,29.0,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,dimer_deltaN,10.020000000000001,9.163066,17.0,9.473422,0.002415,0.0,0.0,0.9672392932564391,Accession,,,2048.8614,2059.205767,0.071835,0.072278,4.490754,0.002809,0.0076335389388488386,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.475828692103025,35.0 +137,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,30.0,6.718327,19,11.082561,0.064045,0,0,0.6062070851674085,Accession,,,2695.3515,2703.67192,0.073484,0.074174,5.22055,0.008342,0.007554258160930573,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,10.911727533013353,11,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,30.0,0.242153,8.0,2.245694,0.058034,0.0,0.0,0.10782991805651172,Accession,,,980.4506,981.268149,0.007113,0.015205,5.50693,0.008415,0.007321739926735047,CEVQQGGIF,78.0,85.0,7.0,0.754809426395582,31.0,18.0,33.0,32.0,xxDISFEApNApHVF,dimer_deltaC,60.0,3.230607,12.0,5.264543,0.061768,0.0,0.0,0.6136538347203166,Accession,,,1672.8329,1677.076644,0.028483,0.034464,5.134156,0.005724,0.009731102912850242,TKDISFEAPNAPHVF,20.0,33.0,11.0,6.750192181923483,2.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaN,60.0,1.757846,6.0,3.27942,0.02358,0.0,0.0,0.5360234431698289,Accession,,,850.4128,852.72019,0.014496,0.025943,5.711674,0.007546,0.008799781443320158,GAYCPNIL,101.0,107.0,5.0,2.6801172158491444,20.0 +200,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,60.0,7.34634,19,11.082561,0.064045,0,0,0.6628738610146157,Accession,,,2695.3515,2704.299932,0.0147,0.017833,5.226105,0.013311,0.0041549169628500564,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,11.931729498263081,11,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,60.0,2.837788,9.0,5.327547,0.022525,0.0,0.0,0.5326631562330656,Accession,,,1206.63,1210.212087,0.062831,0.064015,5.383108,0.008435,0.012225082356144607,SMVARGTFPQL,118.0,127.0,8.0,4.261305249864525,41.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaC,300.0,5.550497,15.0,8.797349,0.026752,0.0,0.0,0.6309283626237858,Accession,,,1754.7967,1761.327218,0.059999,0.062394,5.607937,0.015669,0.007347288729393858,LDLDTASSQLADDVYE,44.0,58.0,14.0,8.832997076733001,20.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaN,600.0,5.73126,14.0,8.416065,0.046315,0.0,0.0,0.6809904628825942,Accession,,,1625.7541,1632.363102,0.029001,0.046532,5.654105,0.004907,0.0066793574160039434,LDLDTASSQLADDVY,44.0,57.0,13.0,8.852876017473726,5.0 +263,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,300.0,7.976603,19,11.082561,0.064045,0,0,0.7197436585280244,Accession,,,2695.3515,2704.930195,0.041068,0.042291,5.215243,0.005024,0.005644626763713075,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,12.955385853504438,11,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,300.0,7.36271,15.0,7.418282,0.029146,0.0,0.0,0.9925087776388118,Accession,,,1803.778,1812.133103,0.02242,0.025772,3.839687,0.011073,0.005222612569981196,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.895122886943366,51.0,101.0,108.0,107.0,xxxNILF,dimer_deltaC,600.0,1.246326,5.0,1.880751,0.035057,0.0,0.0,0.6626746443309083,Accession,,,869.4226,871.259333,0.002913,0.014143,6.44182,0.008279,0.014461151555769741,YCPNILF,104.0,108.0,4.0,2.650698577323633,38.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaN,6000.00048,3.495653,6.0,2.866933,0.018046,0.0,0.0,1.2193005556809315,Accession,,,875.4734,879.465196,0.026076,0.028533,4.108567,0.002091,0.012568042605108487,VARGTFPQ,120.0,126.0,5.0,6.096502778404657,29.0 +326,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,600.0,8.269436,19,11.082561,0.064045,0,0,0.74616652234082,Accession,,,2695.3515,2705.223028,0.07322,0.073913,5.227257,0.006423,0.007941862395996178,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,13.43099740213476,11,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,6000.00048,8.864546,17.0,10.033722,0.057622,0.0,0.0,0.8834753444434679,Accession,,,2467.2405,2477.61005,0.101573,0.103955,5.01684,0.005578,0.011536168971421425,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,14.135605511095486,8.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +389,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,6000.00048,9.837627,19,11.082561,0.064045,0,0,0.8876673000040333,Accession,,,2695.3515,2706.791219,0.107418,0.107892,5.224442,0.002162,0.01100409905765525,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,15.9780114000726,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +12,24,33,32,xxxNApHVF,SecB WT apo,0.0,0.0,6,2.961946,0.018193,0,0,0.0,Accession,,,981.4789,982.043067,0.022384,0.0,4.843671,0.00981,0.0,EAPNAPHVF,27,33,5.0,0.0,12,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,0.0,0.0,14.0,8.2421,0.035257,0.0,0.0,0.0,Accession,,,2120.056,2121.331085,0.021859,0.0,4.590439,0.008887,0.0,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,0.0,12.0,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,dimer_deltaC,0.0,0.0,14.0,8.2421,0.035257,0.0,0.0,0.0,Accession,,,2120.056,2121.331085,0.021859,0.0,4.590439,0.008887,0.0,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,0.0,12.0,62.0,69.0,68.0,xxVTASL,dimer_deltaN,0.0,0.0,6.0,3.273373,0.023509,0.0,0.0,0.0,Accession,,,690.4032,690.764065,0.023415,0.0,4.939754,0.009046,0.0,VTVTASL,64.0,69.0,5.0,0.0,12.0 +75,24,33,32,xxxNApHVF,SecB WT apo,10.020000000000001,1.513814,6,2.961946,0.018193,0,0,0.511087643056288,Accession,,,981.4789,983.556881,0.01248,0.025628,4.855928,0.011337,0.009204298243290816,EAPNAPHVF,27,33,5.0,2.55543821528144,12,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,10.020000000000001,1.396783,6.0,3.201185,0.006567,0.0,0.0,0.4363331078959823,Accession,,,721.3363,723.093076,0.014228,0.020947,4.205576,0.001614,0.006604452638193359,DTASSQL,47.0,52.0,5.0,2.1816655394799116,22.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaC,10.020000000000001,0.170328,9.0,2.452847,0.025554,0.0,0.0,0.06944093944709963,Accession,,,1093.5347,1094.391404,0.017863,0.022304,5.731843,0.003278,0.009121839852346644,LCEVQQGGIF,77.0,85.0,8.0,0.555527515576797,30.0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,dimer_deltaN,10.020000000000001,8.631881,16.0,8.866259,0.083961,0.0,0.0,0.9735651755717942,Accession,,,1917.8209,1927.524429,0.098311,0.098523,4.260606,0.003175,0.014438716742947104,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.603477633576913,36.0 +138,24,33,32,xxxNApHVF,SecB WT apo,30.0,2.110052,6,2.961946,0.018193,0,0,0.7123870590483419,Accession,,,981.4789,984.153119,0.040554,0.046321,4.850685,0.009714,0.016239318500369762,EAPNAPHVF,27,33,5.0,3.5619352952417094,12,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,30.0,0.18471,6.0,1.481827,0.023424,0.0,0.0,0.12465017846212818,Accession,,,748.3988,748.969183,0.003546,0.0098,5.403124,0.008354,0.006900748809555226,VQQGGIF,80.0,85.0,5.0,0.6232508923106409,32.0,18.0,34.0,33.0,xxDISFEApNApHVFQ,dimer_deltaC,60.0,4.057584,13.0,6.3179,0.036001,0.0,0.0,0.6422361860744868,Accession,,,1800.8915,1805.930059,0.081511,0.082176,4.953817,0.002463,0.013511887151808304,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,7.706834232893842,3.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaN,60.0,1.938045,7.0,3.337438,0.025744,0.0,0.0,0.5806984279558152,Accession,,,997.4812,1000.07765,0.031792,0.039135,6.4038,0.007327,0.0125524870373971,GAYCPNILF,101.0,108.0,6.0,3.484190567734891,21.0 +201,24,33,32,xxxNApHVF,SecB WT apo,60.0,2.534297,6,2.961946,0.018193,0,0,0.8556189072994578,Accession,,,981.4789,984.577364,0.021429,0.030988,4.853134,0.011057,0.011707850096175539,EAPNAPHVF,27,33,5.0,4.278094536497289,12,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,60.0,2.768115,8.0,4.784294,0.031285,0.0,0.0,0.5785837994069762,Accession,,,1119.5979,1123.091029,0.045822,0.047348,5.335575,0.005857,0.010595090838876603,MVARGTFPQL,119.0,127.0,7.0,4.050086595848834,42.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaC,300.0,2.613848,8.0,4.553624,0.020853,0.0,0.0,0.5740148945103943,Accession,,,949.4473,952.547893,0.005895,0.013557,4.83126,0.014278,0.0039715881610718285,DLDTASSQL,45.0,52.0,7.0,4.01810426157276,21.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaN,600.0,5.864894,15.0,8.797349,0.026752,0.0,0.0,0.6666660604234298,Accession,,,1754.7967,1761.641615,0.04907,0.051972,5.597144,0.005828,0.0062458492507967475,LDLDTASSQLADDVYE,44.0,58.0,14.0,9.333324845928017,6.0 +264,24,33,32,xxxNApHVF,SecB WT apo,300.0,2.91008,6,2.961946,0.018193,0,0,0.9824892148607705,Accession,,,981.4789,984.953147,0.030334,0.037699,4.844159,0.002923,0.014085946682340637,EAPNAPHVF,27,33,5.0,4.912446074303852,12,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,300.0,6.969403,14.0,7.113751,0.03215,0.0,0.0,0.9797085953669168,Accession,,,1640.7147,1648.546113,0.016543,0.019712,3.474339,0.011919,0.005223303935456145,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.736211739769919,52.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaC,600.0,4.166366,11.0,6.261897,0.065228,0.0,0.0,0.6653520490675588,Accession,,,1390.7511,1395.732933,0.053717,0.05513,5.506715,0.005173,0.01120474490253714,IASMVARGTFPQL,116.0,127.0,10.0,6.6535204906755885,39.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaN,6000.00048,4.18052,7.0,3.886385,0.009917,0.0,0.0,1.0756834436114795,Accession,,,988.5574,993.255781,0.016682,0.02551,5.212518,0.006313,0.007114740279078214,VARGTFPQL,120.0,127.0,6.0,6.4541006616688765,30.0 +327,24,33,32,xxxNApHVF,SecB WT apo,600.0,2.843235,6,2.961946,0.018193,0,0,0.9599212814818365,Accession,,,981.4789,984.886302,0.054118,0.058565,4.855408,0.006017,0.020632847438467977,EAPNAPHVF,27,33,5.0,4.799606407409183,12,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,6000.00048,10.453601,18.0,10.774211,0.021003,0.0,0.0,0.9702428326306215,Accession,,,2580.3245,2592.365775,0.070006,0.071101,5.309954,0.005508,0.0068648747740300275,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,16.494128154720567,9.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +390,24,33,32,xxxNApHVF,SecB WT apo,6000.00048,2.990798,6,2.961946,0.018193,0,0,1.009740893318109,Accession,,,981.4789,985.033865,0.029936,0.037379,4.856934,0.002004,0.014061425637000137,EAPNAPHVF,27,33,5.0,5.048704466590545,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +13,24,35,34,xxxNApHVFQK,SecB WT apo,0.0,0.0,8,4.321766,0.016281,0,0,0.0,Accession,,,1237.6324,1238.349509,0.002106,0.0,4.043797,0.018325,0.0,EAPNAPHVFQK,27,35,7.0,0.0,13,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,0.0,0.0,15.0,8.993855,0.080943,0.0,0.0,0.0,Accession,,,2233.14,2234.477888,0.025023,0.0,5.018235,0.006875,0.0,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,0.0,13.0,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,dimer_deltaC,0.0,0.0,15.0,8.993855,0.080943,0.0,0.0,0.0,Accession,,,2233.14,2234.477888,0.025023,0.0,5.018235,0.006875,0.0,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,0.0,13.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaN,0.0,0.0,11.0,5.919469,0.103664,0.0,0.0,0.0,Accession,,,1237.6311,1238.307232,0.004706,0.0,5.936013,0.008034,0.0,VTASLGEETAFL,66.0,76.0,10.0,0.0,13.0 +76,24,35,34,xxxNApHVFQK,SecB WT apo,10.020000000000001,2.737222,8,4.321766,0.016281,0,0,0.6333572895894872,Accession,,,1237.6324,1241.086731,0.018532,0.018651,4.063379,0.013265,0.004931259931096214,EAPNAPHVFQK,27,35,7.0,4.433501027126411,13,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,10.020000000000001,0.424221,7.0,3.776811,0.029739,0.0,0.0,0.11232253877676167,Accession,,,846.5043,847.379387,0.039829,0.043971,4.617826,0.001994,0.011675907691502353,RVTVTASL,63.0,69.0,6.0,0.67393523266057,23.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaC,10.020000000000001,0.186187,8.0,2.245694,0.058034,0.0,0.0,0.08290844611955146,Accession,,,980.4506,981.212183,0.021051,0.024975,5.505962,0.002151,0.011325787624033462,CEVQQGGIF,78.0,85.0,7.0,0.5803591228368602,31.0,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,dimer_deltaN,10.020000000000001,7.460493,15.0,7.418282,0.029146,0.0,0.0,1.0056901314886655,Accession,,,1803.778,1812.230887,0.055673,0.057106,3.832096,0.002619,0.008652866402712291,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.079661840841316,37.0 +139,24,35,34,xxxNApHVFQK,SecB WT apo,30.0,3.325432,8,4.321766,0.016281,0,0,0.7694613729665142,Accession,,,1237.6324,1241.674941,0.006483,0.006816,4.062224,0.005645,0.003299991084206046,EAPNAPHVFQK,27,35,7.0,5.386229610765599,13,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,30.0,4.097712,8.0,4.718741,0.031945,0.0,0.0,0.868390954282085,Accession,,,875.4469,880.001234,0.03778,0.042729,4.534247,0.006589,0.010796153020734674,SIAGIEGTQ,87.0,94.0,7.0,6.078736679974595,33.0,18.0,35.0,34.0,xxDISFEApNApHVFQK,dimer_deltaC,60.0,4.569407,14.0,6.812215,0.036048,0.0,0.0,0.670766703634574,Accession,,,1928.9865,1934.692446,0.04175,0.044432,4.62511,0.007523,0.007425665176848061,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,8.719967147249463,4.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaN,60.0,2.844067,11.0,5.099171,0.025247,0.0,0.0,0.5577508579335739,Accession,,,1521.7519,1525.563637,0.062083,0.062173,5.733006,0.007317,0.01250158471916358,GAYCPNILFPAARE,101.0,113.0,10.0,5.577508579335739,22.0 +202,24,35,34,xxxNApHVFQK,SecB WT apo,60.0,3.848745,8,4.321766,0.016281,0,0,0.89054914125383,Accession,,,1237.6324,1242.198254,0.018024,0.018147,4.071184,0.01117,0.005374632361305815,EAPNAPHVFQK,27,35,7.0,6.23384398877681,13,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,60.0,2.026425,6.0,2.866933,0.018046,0.0,0.0,0.7068267727219297,Accession,,,875.4734,877.995969,0.042582,0.044129,4.109217,0.006813,0.016022517732488632,VARGTFPQ,120.0,126.0,5.0,3.5341338636096484,43.0,45.0,52.0,51.0,xxASSQL,dimer_deltaC,300.0,1.765501,6.0,3.201185,0.006567,0.0,0.0,0.5515148296646398,Accession,,,721.3363,723.461794,0.013413,0.020402,4.220186,0.015203,0.006472909339510744,DTASSQL,47.0,52.0,5.0,2.757574148323199,22.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaN,600.0,2.859737,8.0,4.553624,0.020853,0.0,0.0,0.6280134240332534,Accession,,,949.4473,952.793782,0.005115,0.013236,4.822143,0.004704,0.004089001102506556,DLDTASSQL,45.0,52.0,7.0,4.396093968232774,7.0 +265,24,35,34,xxxNApHVFQK,SecB WT apo,300.0,4.219532,8,4.321766,0.016281,0,0,0.9763443925469356,Accession,,,1237.6324,1242.569041,0.02944,0.029515,4.060225,0.004092,0.007756859231119821,EAPNAPHVFQK,27,35,7.0,6.834410747828549,13,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,600.0,4.61652,8.0,5.0734,0.020042,0.0,0.0,0.9099459928253243,Accession,,,1199.6241,1205.018429,0.044812,0.048152,5.516628,0.004647,0.01014898989457023,MTFQIQRIY,11.0,18.0,7.0,6.36962194977727,0.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaC,600.0,7.457519,17.0,10.369175,0.083226,0.0,0.0,0.7192008043069964,Accession,,,2146.1478,2154.946697,0.091167,0.09258,5.999662,0.008303,0.010631932931958807,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,11.507212868911942,40.0,118.0,134.0,133.0,xxRGTFpQLNLApVNF,dimer_deltaN,6000.00048,7.754741,13.0,8.257736,0.024315,0.0,0.0,0.939088026064287,Accession,,,1743.9541,1752.763773,0.070387,0.070759,5.875567,0.007624,0.00900392420856064,VARGTFPQLNLAPVNF,120.0,134.0,12.0,11.269056312771443,31.0 +328,24,35,34,xxxNApHVFQK,SecB WT apo,600.0,4.200098,8,4.321766,0.016281,0,0,0.9718476196999096,Accession,,,1237.6324,1242.549607,0.068745,0.068777,4.069896,0.005124,0.01632980427757334,EAPNAPHVFQK,27,35,7.0,6.8029333378993675,13,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,6000.00048,3.027803,6.0,2.961946,0.018193,0.0,0.0,1.0222343688912627,Accession,,,981.4789,985.043664,0.017466,0.021864,4.854696,0.006634,0.009690821800494732,EAPNAPHVF,27.0,33.0,5.0,5.1111718444563135,10.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +391,24,35,34,xxxNApHVFQK,SecB WT apo,6000.00048,4.347501,8,4.321766,0.016281,0,0,1.0059547416495942,Accession,,,1237.6324,1242.69701,0.027652,0.027732,4.071529,0.002716,0.007452314226773316,EAPNAPHVFQK,27,35,7.0,7.041683191547159,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,14,8.2421,0.035257,0,0,0.0,Accession,,,2120.056,2121.326433,0.019168,0.0,4.591402,0.008566,0.0,EAPNAPHVFQKDWQPEVK,27,42,13.0,0.0,14,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,0.0,0.0,9.0,4.541007,0.086153,0.0,0.0,0.0,Accession,,,1385.706,1386.56653,0.012481,0.0,4.684064,0.008874,0.0,QKDWQPEVKLD,35.0,44.0,8.0,0.0,14.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaC,0.0,0.0,9.0,4.541007,0.086153,0.0,0.0,0.0,Accession,,,1385.706,1386.56653,0.012481,0.0,4.684064,0.008874,0.0,QKDWQPEVKLD,35.0,44.0,8.0,0.0,14.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaN,0.0,0.0,8.0,4.512616,0.036923,0.0,0.0,0.0,Accession,,,924.4309,924.94636,0.02928,0.0,5.282049,0.008984,0.0,ASLGEETAF,68.0,75.0,7.0,0.0,14.0 +77,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.100789,14,8.2421,0.035257,0,0,0.6188700695211171,Accession,,,2120.056,2126.427223,0.065831,0.068565,4.592665,0.01184,0.008729948556425463,EAPNAPHVFQKDWQPEVK,27,42,13.0,8.045310903774523,14,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,10.020000000000001,2.272383,13.0,7.227718,0.036737,0.0,0.0,0.31439840347949377,Accession,,,1480.7642,1483.886507,0.045501,0.057747,5.255959,0.001222,0.008147902873753821,RVTVTASLGEETAF,63.0,75.0,12.0,3.7727808417539253,24.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaC,10.020000000000001,0.163171,6.0,1.481827,0.023424,0.0,0.0,0.1101147434889498,Accession,,,748.3988,748.947644,0.019919,0.021914,5.402646,0.002178,0.014890587260341141,VQQGGIF,80.0,85.0,5.0,0.550573717444749,32.0,141.0,156.0,155.0,xxQQAGEGTEEHQDA,dimer_deltaN,10.020000000000001,7.022481,14.0,7.113751,0.03215,0.0,0.0,0.9871699192170207,Accession,,,1640.7147,1648.599192,0.061463,0.06239,3.464242,0.00217,0.009839877947883198,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.83320894982127,38.0 +140,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,30.0,5.94407,14,8.2421,0.035257,0,0,0.7211839215733854,Accession,,,2120.056,2127.270503,0.135278,0.13663,4.592855,0.007013,0.016861700108849558,EAPNAPHVFQKDWQPEVK,27,42,13.0,9.37539098045401,14,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,30.0,1.215299,6.0,3.27942,0.02358,0.0,0.0,0.37058351781717497,Accession,,,850.4128,852.177643,0.018513,0.028384,5.70213,0.009518,0.009056070758833312,GAYCPNIL,101.0,107.0,5.0,1.852917589085875,34.0,21.0,33.0,32.0,xxFEApNApHVF,dimer_deltaC,60.0,3.26738,9.0,4.61559,0.003636,0.0,0.0,0.7079008317463207,Accession,,,1328.6634,1332.686148,0.035435,0.036722,5.494535,0.008577,0.00797559914404571,ISFEAPNAPHVF,23.0,33.0,8.0,5.663206653970565,5.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaN,60.0,2.476857,12.0,5.223489,0.096278,0.0,0.0,0.4741767427862871,Accession,,,1624.761,1628.574736,0.086476,0.087298,5.870132,0.006165,0.018859914661400273,GAYCPNILFPAAREC,101.0,114.0,11.0,5.215944170649157,23.0 +203,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,60.0,6.54027,14,8.2421,0.035257,0,0,0.7935198553766636,Accession,,,2120.056,2127.866704,0.075323,0.077724,4.596004,0.011346,0.010022437450170257,EAPNAPHVFQKDWQPEVK,27,42,13.0,10.315758119896627,14,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,60.0,2.714957,7.0,3.886385,0.009917,0.0,0.0,0.6985815867444939,Accession,,,988.5574,991.790218,0.036403,0.041202,5.216537,0.006248,0.010750446589311468,VARGTFPQL,120.0,127.0,6.0,4.1914895204669635,44.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaC,300.0,1.977721,7.0,3.776811,0.029739,0.0,0.0,0.5236483901365464,Accession,,,846.5043,848.932887,0.016516,0.024896,4.629619,0.012764,0.0077751638592490945,RVTVTASL,63.0,69.0,6.0,3.1418903408192786,23.0,45.0,52.0,51.0,xxASSQL,dimer_deltaN,600.0,1.985412,6.0,3.201185,0.006567,0.0,0.0,0.6202115779000589,Accession,,,721.3363,723.681705,0.043556,0.046189,4.209094,0.006576,0.01448470706953156,DTASSQL,47.0,52.0,5.0,3.1010578895002943,8.0 +266,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,300.0,7.232498,14,8.2421,0.035257,0,0,0.8775067033886994,Accession,,,2120.056,2128.558931,0.057689,0.06079,4.588467,0.004618,0.008275799539639682,EAPNAPHVFQKDWQPEVK,27,42,13.0,11.407587144053092,14,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,600.0,3.331209,6.0,3.642506,0.0147,0.0,0.0,0.914537683671626,Accession,,,967.536,971.389913,0.018832,0.022337,5.140458,0.007629,0.007157317624986935,FQIQRIY,13.0,18.0,5.0,4.57268841835813,1.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaC,600.0,4.123986,9.0,5.327547,0.022525,0.0,0.0,0.7740872112437488,Accession,,,1206.63,1211.498285,0.027981,0.030546,5.375842,0.007318,0.0066019489336817255,SMVARGTFPQL,118.0,127.0,8.0,6.19269768994999,41.0,127.0,134.0,133.0,xxApVNF,dimer_deltaN,6000.00048,2.772351,5.0,2.709472,0.019689,0.0,0.0,1.0232071045576407,Accession,,,774.4145,777.574016,0.005834,0.012682,5.496285,0.006924,0.008785948346238368,NLAPVNF,129.0,134.0,4.0,4.092828418230563,32.0 +329,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,600.0,7.329766,14,8.2421,0.035257,0,0,0.8893080646922508,Accession,,,2120.056,2128.656199,0.011615,0.022413,4.597915,0.005839,0.0046761584463658684,EAPNAPHVFQKDWQPEVK,27,42,13.0,11.56100484099926,14,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,6000.00048,4.251336,8.0,4.321766,0.016281,0.0,0.0,0.9837034212402985,Accession,,,1237.6324,1242.589282,0.012208,0.022205,4.06532,0.001628,0.0063349483421744094,EAPNAPHVFQK,27.0,35.0,7.0,6.885923948682089,11.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +392,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,6000.00048,8.219027,14,8.2421,0.035257,0,0,0.997200592082115,Accession,,,2120.056,2129.545461,0.053668,0.056988,4.601485,0.004145,0.008124230719516835,EAPNAPHVFQKDWQPEVK,27,42,13.0,12.963607697067495,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +15,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,0.0,0.0,15,8.993855,0.080943,0,0,0.0,Accession,,,2233.14,2234.433663,0.108512,0.0,5.035648,0.011565,0.0,EAPNAPHVFQKDWQPEVKL,27,43,14.0,0.0,15,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,0.0,0.0,5.0,2.773604,0.024238,0.0,0.0,0.0,Accession,,,901.4414,901.922159,0.008842,0.0,4.497327,0.00847,0.0,DWQPEVK,37.0,42.0,4.0,0.0,15.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaC,0.0,0.0,5.0,2.773604,0.024238,0.0,0.0,0.0,Accession,,,901.4414,901.922159,0.008842,0.0,4.497327,0.00847,0.0,DWQPEVK,37.0,42.0,4.0,0.0,15.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaN,0.0,0.0,9.0,4.82295,0.028983,0.0,0.0,0.0,Accession,,,1037.515,1038.113311,0.022941,0.0,5.898502,0.007399,0.0,ASLGEETAFL,68.0,76.0,8.0,0.0,15.0 +78,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,10.020000000000001,5.944415,15,8.993855,0.080943,0,0,0.6609418319508154,Accession,,,2233.14,2240.378078,0.067002,0.127531,5.036118,0.011679,0.015376911695760507,EAPNAPHVFQKDWQPEVKL,27,43,14.0,9.253185647311415,15,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,10.020000000000001,2.247373,14.0,7.681216,0.046195,0.0,0.0,0.29258036748348176,Accession,,,1593.8483,1596.9683,0.044797,0.076934,5.713102,0.003167,0.010169249299931843,RVTVTASLGEETAFL,63.0,76.0,13.0,3.803544777285263,25.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaC,10.020000000000001,3.523403,8.0,4.718741,0.031945,0.0,0.0,0.7466828546004115,Accession,,,875.4469,879.426924,0.021415,0.029276,4.537827,0.001392,0.00800275704687903,SIAGIEGTQ,87.0,94.0,7.0,5.22677998220288,33.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaN,30.0,3.097785,9.0,4.541007,0.086153,0.0,0.0,0.6821801860248179,Accession,,,1385.706,1389.664316,0.017528,0.021518,4.684426,0.004887,0.013782668687165142,QKDWQPEVKLD,35.0,44.0,8.0,5.457441488198543,0.0 +141,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,30.0,6.843973,15,8.993855,0.080943,0,0,0.7609610117129973,Accession,,,2233.14,2241.277636,0.128703,0.168343,5.028293,0.00815,0.01993110626296192,EAPNAPHVFQKDWQPEVKL,27,43,14.0,10.653454163981962,15,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,30.0,1.308414,7.0,3.337438,0.025744,0.0,0.0,0.3920414401705739,Accession,,,997.4812,999.448019,0.030864,0.038385,6.396407,0.010771,0.011892261453738482,GAYCPNILF,101.0,108.0,6.0,2.3522486410234436,35.0,21.0,34.0,33.0,xxFEApNApHVFQ,dimer_deltaC,60.0,3.93534,10.0,5.560889,0.032429,0.0,0.0,0.7076818113075085,Accession,,,1456.7219,1461.526187,0.043461,0.044904,5.260326,0.006187,0.00906844406862051,ISFEAPNAPHVFQ,23.0,34.0,9.0,6.369136301767576,6.0,101.0,108.0,107.0,xxxNILF,dimer_deltaN,60.0,0.421757,5.0,1.880751,0.035057,0.0,0.0,0.22424924936900206,Accession,,,869.4226,870.434764,0.017032,0.021946,6.448149,0.006792,0.012394830156437686,YCPNILF,104.0,108.0,4.0,0.8969969974760083,24.0 +204,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,60.0,7.534191,15,8.993855,0.080943,0,0,0.837704299213185,Accession,,,2233.14,2241.967855,0.045139,0.117526,5.033178,0.015487,0.015086262492792931,EAPNAPHVFQKDWQPEVKL,27,43,14.0,11.72786018898459,15,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,60.0,6.613377,13.0,8.257736,0.024315,0.0,0.0,0.8008704807225613,Accession,,,1743.9541,1751.622409,0.102475,0.102731,5.880211,0.005925,0.01266210613781291,VARGTFPQLNLAPVNF,120.0,134.0,12.0,9.610445768670736,45.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaC,300.0,4.243076,13.0,7.227718,0.036737,0.0,0.0,0.5870561081658139,Accession,,,1480.7642,1485.8572,0.0696,0.078158,5.269738,0.016869,0.011217778684874502,RVTVTASLGEETAF,63.0,75.0,12.0,7.044673297989767,24.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaN,600.0,2.202269,7.0,3.776811,0.029739,0.0,0.0,0.5831027816853954,Accession,,,846.5043,849.157436,0.032877,0.037788,4.619745,0.002409,0.011008470132326111,RVTVTASL,63.0,69.0,6.0,3.4986166901123728,9.0 +267,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,300.0,8.270841,15,8.993855,0.080943,0,0,0.9196102227576496,Accession,,,2233.14,2242.704505,0.057745,0.12292,5.021996,0.004326,0.01597771353532392,EAPNAPHVFQKDWQPEVKL,27,43,14.0,12.874543118607095,15,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,600.0,3.892989,12.0,5.264543,0.061768,0.0,0.0,0.7394733028108993,Accession,,,1672.8329,1677.739026,0.007954,0.02097,5.128364,0.007207,0.009546794601826303,TKDISFEAPNAPHVF,20.0,33.0,11.0,8.134206330919891,2.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaC,600.0,3.987167,8.0,4.784294,0.031285,0.0,0.0,0.8333867024058303,Accession,,,1119.5979,1124.310082,0.016821,0.020618,5.329775,0.007063,0.006947669851284191,MVARGTFPQL,119.0,127.0,7.0,5.833706916840812,42.0,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,dimer_deltaN,6000.00048,9.305062,18.0,9.445908,0.065306,0.0,0.0,0.9850892047646452,Accession,,,2195.9298,2206.567213,0.048656,0.049645,5.002259,0.006026,0.008602715721281724,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.74651648099897,33.0 +330,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,600.0,8.328111,15,8.993855,0.080943,0,0,0.925977903802096,Accession,,,2233.14,2242.761774,0.073101,0.130839,5.032951,0.007636,0.016765499762180766,EAPNAPHVFQKDWQPEVKL,27,43,14.0,12.963690653229344,15,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,6000.00048,7.548848,14.0,8.2421,0.035257,0.0,0.0,0.9158889118064569,Accession,,,2120.056,2128.879933,0.165705,0.16714,4.597945,0.00825,0.020653812174848355,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,11.90655585348394,12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +393,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,6000.00048,9.021415,15,8.993855,0.080943,0,0,1.0030643144680451,Accession,,,2233.14,2243.455079,0.04576,0.117766,5.034074,0.003512,0.015904337443163885,EAPNAPHVFQKDWQPEVKL,27,43,14.0,14.042900402552632,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +16,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,13,7.98918,0.03342,0,0,0.0,Accession,,,1991.0134,1992.265126,0.011793,0.0,4.554136,0.007778,0.0,APNAPHVFQKDWQPEVK,27,42,13.0,0.0,16,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,0.0,0.0,8.0,3.461806,0.000977,0.0,0.0,0.0,Accession,,,1157.6048,1158.239615,0.017654,0.0,4.095565,0.010252,0.0,QPEVKLDLDT,39.0,47.0,8.0,0.0,16.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaC,0.0,0.0,8.0,3.461806,0.000977,0.0,0.0,0.0,Accession,,,1157.6048,1158.239615,0.017654,0.0,4.095565,0.010252,0.0,QPEVKLDLDT,39.0,47.0,8.0,0.0,16.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaN,0.0,0.0,9.0,2.452847,0.025554,0.0,0.0,0.0,Accession,,,1093.5347,1094.221076,0.013355,0.0,5.728561,0.008793,0.0,LCEVQQGGIF,77.0,85.0,8.0,0.0,16.0 +79,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.05386,13,7.98918,0.03342,0,0,0.6325880753719406,Accession,,,1991.0134,1997.318986,0.038793,0.040546,4.557487,0.012559,0.0057235688631563355,APNAPHVFQKDWQPEVK,27,42,13.0,8.223644979835228,16,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,10.020000000000001,0.465607,6.0,3.273373,0.023509,0.0,0.0,0.14224074066719558,Accession,,,690.4032,691.229673,0.032522,0.040075,4.945785,0.001083,0.01228526978015151,VTVTASL,64.0,69.0,5.0,0.7112037033359779,26.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaC,10.020000000000001,0.566388,6.0,3.27942,0.02358,0.0,0.0,0.17270980844173664,Accession,,,850.4128,851.528733,0.02009,0.029437,5.69938,0.00338,0.00906177680086335,GAYCPNIL,101.0,107.0,5.0,0.8635490422086832,34.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaN,30.0,1.832991,5.0,2.773604,0.024238,0.0,0.0,0.6608697564612684,Accession,,,901.4414,903.75515,0.005775,0.010561,4.503151,0.005956,0.006917481634283018,DWQPEVK,37.0,42.0,4.0,2.6434790258450738,1.0 +142,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,30.0,5.804013,13,7.98918,0.03342,0,0,0.7264841948735665,Accession,,,1991.0134,1998.069139,0.035454,0.037364,4.555642,0.007773,0.00557747295252882,APNAPHVFQKDWQPEVK,27,42,13.0,9.444294533356365,16,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,30.0,2.091686,11.0,5.099171,0.025247,0.0,0.0,0.4102011876048087,Accession,,,1521.7519,1524.811256,0.040411,0.04055,5.724791,0.008379,0.00820753032154762,GAYCPNILFPAARE,101.0,113.0,10.0,4.1020118760480875,36.0,21.0,35.0,34.0,xxFEApNApHVFQK,dimer_deltaC,60.0,4.539953,11.0,6.220337,0.064196,0.0,0.0,0.7298564370387006,Accession,,,1584.8169,1590.236601,0.034226,0.038225,4.854696,0.005213,0.009721091373548806,ISFEAPNAPHVFQK,23.0,35.0,10.0,7.298564370387006,7.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaN,60.0,2.601367,11.0,6.261897,0.065228,0.0,0.0,0.41542794459889715,Accession,,,1390.7511,1394.167934,0.064031,0.065222,5.513103,0.008019,0.01127886461707913,IASMVARGTFPQL,116.0,127.0,10.0,4.154279445988972,25.0 +205,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,60.0,6.289422,13,7.98918,0.03342,0,0,0.7872424954751301,Accession,,,1991.0134,1998.554548,0.016349,0.020159,4.561654,0.011823,0.004148720368635602,APNAPHVFQKDWQPEVK,27,42,13.0,10.234152441176692,16,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,60.0,2.834417,5.0,2.709472,0.019689,0.0,0.0,1.0461141506537068,Accession,,,774.4145,777.636083,0.023822,0.026349,5.501877,0.008633,0.012343379019079403,NLAPVNF,129.0,134.0,4.0,4.184456602614827,46.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaC,300.0,4.171964,14.0,7.681216,0.046195,0.0,0.0,0.5431384822403119,Accession,,,1593.8483,1598.892891,0.041146,0.074867,5.726139,0.015627,0.0102795468368335,RVTVTASLGEETAFL,63.0,76.0,13.0,7.060800269124055,25.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaN,600.0,4.698728,13.0,7.227718,0.036737,0.0,0.0,0.6500984128047054,Accession,,,1480.7642,1486.312851,0.032861,0.048418,5.257246,0.006705,0.007469552274151486,RVTVTASLGEETAF,63.0,75.0,12.0,7.8011809536564645,10.0 +268,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,300.0,6.82974,13,7.98918,0.03342,0,0,0.8548737167018392,Accession,,,1991.0134,1999.094866,0.060482,0.061621,4.55161,0.004154,0.008501737169172742,APNAPHVFQKDWQPEVK,27,42,13.0,11.11335831712391,16,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,600.0,4.822792,13.0,6.3179,0.036001,0.0,0.0,0.763353645989965,Accession,,,1800.8915,1806.695266,0.00899,0.013774,4.94812,0.006167,0.004865561417643871,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,9.16024375187958,3.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaC,600.0,3.084413,6.0,2.866933,0.018046,0.0,0.0,1.0758580685352606,Accession,,,875.4734,879.053956,0.020518,0.023561,4.099621,0.001878,0.010648893586375564,VARGTFPQ,120.0,126.0,5.0,5.379290342676303,43.0,138.0,152.0,151.0,xxYLQQQAGEGTEE,dimer_deltaN,6000.00048,7.930811,13.0,7.945226,0.075043,0.0,0.0,0.9981857029617535,Accession,,,1597.6799,1606.570046,0.057233,0.057408,4.742026,0.00598,0.011878251405844262,MNYLQQQAGEGTEE,140.0,152.0,12.0,11.978228435541041,34.0 +331,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,600.0,6.990096,13,7.98918,0.03342,0,0,0.8749453636042748,Accession,,,1991.0134,1999.255222,0.073883,0.074818,4.563171,0.005357,0.010054725496081154,APNAPHVFQKDWQPEVK,27,42,13.0,11.374289726855572,16,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,6000.00048,8.730548,15.0,8.993855,0.080943,0.0,0.0,0.9707236774442106,Accession,,,2233.14,2243.208436,0.02688,0.036725,5.028354,0.005808,0.00964350347426768,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,13.590131484218949,13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +394,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,6000.00048,7.442045,13,7.98918,0.03342,0,0,0.9315154997133623,Accession,,,1991.0134,1999.707171,0.085639,0.086447,4.566844,0.005535,0.011500761577164375,APNAPHVFQKDWQPEVK,27,42,13.0,12.109701496273711,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +17,33,44,43,xxDWQpEVKLD,SecB WT apo,0.0,0.0,9,4.541007,0.086153,0,0,0.0,Accession,,,1385.706,1386.582642,0.019394,0.0,4.688373,0.009154,0.0,QKDWQPEVKLD,35,44,8.0,0.0,17,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,0.0,0.0,9.0,5.63459,0.03405,0.0,0.0,0.0,Accession,,,1062.5313,1063.080297,0.006243,0.0,5.208649,0.008619,0.0,LDLDTASSQL,44.0,52.0,8.0,0.0,17.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaC,0.0,0.0,9.0,5.63459,0.03405,0.0,0.0,0.0,Accession,,,1062.5313,1063.080297,0.006243,0.0,5.208649,0.008619,0.0,LDLDTASSQL,44.0,52.0,8.0,0.0,17.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaN,0.0,0.0,8.0,2.245694,0.058034,0.0,0.0,0.0,Accession,,,980.4506,981.025996,0.013438,0.0,5.493834,0.00909,0.0,CEVQQGGIF,78.0,85.0,7.0,0.0,17.0 +80,33,44,43,xxDWQpEVKLD,SecB WT apo,10.020000000000001,3.104521,9,4.541007,0.086153,0,0,0.6836635574444172,Accession,,,1385.706,1389.687163,0.064457,0.067311,4.693705,0.01204,0.01969659850483884,QKDWQPEVKLD,35,44,8.0,5.469308459555338,17,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,10.020000000000001,2.396959,11.0,5.919469,0.103664,0.0,0.0,0.40492804337686367,Accession,,,1237.6311,1240.704191,0.044873,0.045119,5.93702,0.005226,0.010410708532729088,VTASLGEETAFL,66.0,76.0,10.0,4.0492804337686366,27.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaC,10.020000000000001,0.584612,7.0,3.337438,0.025744,0.0,0.0,0.17516789825009482,Accession,,,997.4812,998.724217,0.035334,0.042063,6.38912,0.009469,0.01267560312299054,GAYCPNILF,101.0,108.0,6.0,1.051007389500569,35.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaN,30.0,2.720936,8.0,3.461806,0.000977,0.0,0.0,0.7859874296826569,Accession,,,1157.6048,1160.960552,0.008083,0.019416,4.098658,0.005581,0.005613018065634918,QPEVKLDLDT,39.0,47.0,8.0,6.287899437461255,2.0 +143,33,44,43,xxDWQpEVKLD,SecB WT apo,30.0,3.27576,9,4.541007,0.086153,0,0,0.721373034659493,Accession,,,1385.706,1389.858402,0.023914,0.030789,4.691793,0.008008,0.015273482970443453,QKDWQPEVKLD,35,44,8.0,5.770984277275944,17,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,30.0,1.836543,12.0,5.223489,0.096278,0.0,0.0,0.35159315928491475,Accession,,,1624.761,1627.934422,0.041966,0.043635,5.861287,0.00743,0.010572576756279808,GAYCPNILFPAAREC,101.0,114.0,11.0,3.867524752134062,37.0,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,dimer_deltaC,60.0,6.647763,17.0,10.033722,0.057622,0.0,0.0,0.6625420756126192,Accession,,,2467.2405,2475.393268,0.078326,0.081391,5.020757,0.005666,0.008959768166971515,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,10.600673209801908,8.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaN,60.0,6.126788,17.0,10.369175,0.083226,0.0,0.0,0.590865522088305,Accession,,,2146.1478,2153.615965,0.127164,0.128181,6.005685,0.004827,0.013240219515170727,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,9.45384835341288,26.0 +206,33,44,43,xxDWQpEVKLD,SecB WT apo,60.0,3.385728,9,4.541007,0.086153,0,0,0.745589689687772,Accession,,,1385.706,1389.96837,0.026575,0.032899,4.70088,0.012517,0.015892864200986276,QKDWQPEVKLD,35,44,8.0,5.964717517502176,17,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,60.0,9.548682,18.0,9.445908,0.065306,0.0,0.0,1.0108802668838188,Accession,,,2195.9298,2206.810833,0.111991,0.112424,5.006161,0.004162,0.013802150931040046,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.18496453702492,47.0,62.0,69.0,68.0,xxVTASL,dimer_deltaC,300.0,2.011368,6.0,3.273373,0.023509,0.0,0.0,0.6144634296183172,Accession,,,690.4032,692.775434,0.017349,0.029142,4.960855,0.013688,0.0099364721651371,VTVTASL,64.0,69.0,5.0,3.072317148091586,26.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaN,600.0,4.601027,14.0,7.681216,0.046195,0.0,0.0,0.5989972160657896,Accession,,,1593.8483,1599.321955,0.093639,0.112607,5.720269,0.006537,0.01509616453085083,RVTVTASLGEETAFL,63.0,76.0,13.0,7.786963808855265,11.0 +269,33,44,43,xxDWQpEVKLD,SecB WT apo,300.0,3.646931,9,4.541007,0.086153,0,0,0.8031106316286234,Accession,,,1385.706,1390.229573,0.032004,0.037421,4.688273,0.004196,0.017322493016600722,QKDWQPEVKLD,35,44,8.0,6.424885053028987,17,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,600.0,5.289351,14.0,6.812215,0.036048,0.0,0.0,0.7764509781326632,Accession,,,1928.9865,1935.412389,0.019512,0.024736,4.620187,0.003628,0.005483308260535212,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,10.09386271572462,4.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaC,600.0,3.800609,7.0,3.886385,0.009917,0.0,0.0,0.9779291037815347,Accession,,,988.5574,992.87587,0.001707,0.019374,5.210611,0.007256,0.0055747866215560314,VARGTFPQL,120.0,127.0,6.0,5.867574622689208,44.0,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,dimer_deltaN,6000.00048,9.080477,17.0,9.473422,0.002415,0.0,0.0,0.9585213241846505,Accession,,,2048.8614,2059.123178,0.031586,0.032582,4.496112,0.005209,0.0034479754473502548,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.336341186954408,35.0 +332,33,44,43,xxDWQpEVKLD,SecB WT apo,600.0,3.681341,9,4.541007,0.086153,0,0,0.810688246021202,Accession,,,1385.706,1390.263983,0.040104,0.044547,4.701467,0.005041,0.018242710328501218,QKDWQPEVKLD,35,44,8.0,6.485505968169616,17,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,6000.00048,4.424972,9.0,4.541007,0.086153,0.0,0.0,0.9744472977029106,Accession,,,1385.706,1390.991503,0.046441,0.048089,4.690126,0.006126,0.02130568021256627,QKDWQPEVKLD,35.0,44.0,8.0,7.795578381623285,14.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +395,33,44,43,xxDWQpEVKLD,SecB WT apo,6000.00048,4.08338,9,4.541007,0.086153,0,0,0.899223454180978,Accession,,,1385.706,1390.666023,0.033761,0.038935,4.699588,0.001831,0.01909365777275713,QKDWQPEVKLD,35,44,8.0,7.193787633447824,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +18,35,42,41,xxQpEVK,SecB WT apo,0.0,0.0,5,2.773604,0.024238,0,0,0.0,Accession,,,901.4414,901.923476,0.006347,0.0,4.508263,0.006866,0.0,DWQPEVK,37,42,4.0,0.0,18,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,0.0,0.0,12.0,6.94944,0.074753,0.0,0.0,0.0,Accession,,,1363.6223,1364.326333,0.011817,0.0,5.02277,0.008688,0.0,LDLDTASSQLADD,44.0,55.0,11.0,0.0,18.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaC,0.0,0.0,12.0,6.94944,0.074753,0.0,0.0,0.0,Accession,,,1363.6223,1364.326333,0.011817,0.0,5.02277,0.008688,0.0,LDLDTASSQLADD,44.0,55.0,11.0,0.0,18.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaN,0.0,0.0,6.0,1.481827,0.023424,0.0,0.0,0.0,Accession,,,748.3988,748.784473,0.009136,0.0,5.388898,0.009697,0.0,VQQGGIF,80.0,85.0,5.0,0.0,18.0 +81,35,42,41,xxQpEVK,SecB WT apo,10.020000000000001,1.725866,5,2.773604,0.024238,0,0,0.6222467230361651,Accession,,,901.4414,903.649343,0.009407,0.011348,4.51478,0.010775,0.00680502170844235,DWQPEVK,37,42,4.0,2.4889868921446605,18,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,10.020000000000001,2.463839,8.0,4.512616,0.036923,0.0,0.0,0.5459890670954497,Accession,,,924.4309,927.410199,0.014838,0.032825,5.295548,0.001576,0.0085363501283089,ASLGEETAF,68.0,75.0,7.0,3.821923469668148,28.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaC,10.020000000000001,1.233494,11.0,5.099171,0.025247,0.0,0.0,0.24190088937986196,Accession,,,1521.7519,1523.953064,0.022672,0.022918,5.722816,0.003713,0.0046513028333424146,GAYCPNILFPAARE,101.0,113.0,10.0,2.4190088937986194,36.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaN,30.0,3.024226,9.0,5.63459,0.03405,0.0,0.0,0.5367251210824567,Accession,,,1062.5313,1066.104522,0.033797,0.034369,5.208222,0.006077,0.006908372900011365,LDLDTASSQL,44.0,52.0,8.0,4.293800968659654,3.0 +144,35,42,41,xxQpEVK,SecB WT apo,30.0,1.853122,5,2.773604,0.024238,0,0,0.6681278221404353,Accession,,,901.4414,903.776598,0.021266,0.022193,4.512842,0.00779,0.009905240640280423,DWQPEVK,37,42,4.0,2.6725112885617412,18,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,30.0,0.280512,5.0,1.880751,0.035057,0.0,0.0,0.14914893040067503,Accession,,,869.4226,870.293519,0.014671,0.020169,6.441058,0.010736,0.01107841431819654,YCPNILF,104.0,108.0,4.0,0.5965957216027001,38.0,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,dimer_deltaC,60.0,7.845219,18.0,10.774211,0.021003,0.0,0.0,0.7281478894371013,Accession,,,2580.3245,2589.757392,0.068358,0.069479,5.316283,0.007468,0.006603010178675963,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,12.378514120430722,9.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaN,60.0,2.837788,9.0,5.327547,0.022525,0.0,0.0,0.5326631562330656,Accession,,,1206.63,1210.212087,0.062831,0.064015,5.383108,0.008435,0.012225082356144607,SMVARGTFPQL,118.0,127.0,8.0,4.261305249864525,27.0 +207,35,42,41,xxQpEVK,SecB WT apo,60.0,1.970325,5,2.773604,0.024238,0,0,0.7103843951768168,Accession,,,901.4414,903.893802,0.008488,0.010599,4.519171,0.011407,0.007289798617255046,DWQPEVK,37,42,4.0,2.8415375807072674,18,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,60.0,7.992075,13.0,7.945226,0.075043,0.0,0.0,1.0058964968397375,Accession,,,1597.6799,1606.631311,0.085918,0.086035,4.741973,0.006163,0.01440557931245952,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.07075796207685,48.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaC,300.0,4.014101,11.0,5.919469,0.103664,0.0,0.0,0.6781184258250191,Accession,,,1237.6311,1242.321333,0.069607,0.069765,5.9515,0.014447,0.01673108300018766,VTASLGEETAFL,66.0,76.0,10.0,6.7811842582501916,27.0,62.0,69.0,68.0,xxVTASL,dimer_deltaN,600.0,2.174087,6.0,3.273373,0.023509,0.0,0.0,0.6641733160260075,Accession,,,690.4032,692.938152,0.024059,0.033572,4.95305,0.004021,0.011311074660229369,VTVTASL,64.0,69.0,5.0,3.3208665801300374,12.0 +270,35,42,41,xxQpEVK,SecB WT apo,300.0,2.263941,5,2.773604,0.024238,0,0,0.8162452174138773,Accession,,,901.4414,904.187418,0.009782,0.011661,4.509167,0.004085,0.00827984370312452,DWQPEVK,37,42,4.0,3.2649808696555094,18,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,600.0,3.852327,9.0,4.61559,0.003636,0.0,0.0,0.8346337087999584,Accession,,,1328.6634,1333.271095,0.011371,0.014904,5.488159,0.005204,0.0032953155451119426,ISFEAPNAPHVF,23.0,33.0,8.0,6.677069670399667,5.0,9.0,18.0,17.0,xxFQIQRIY,dimer_deltaC,6000.00048,5.051354,8.0,5.0734,0.020042,0.0,0.0,0.9956545906098474,Accession,,,1199.6241,1205.453262,0.017184,0.024612,5.515089,0.007345,0.006245348967848931,MTFQIQRIY,11.0,18.0,7.0,6.969582134268932,0.0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,dimer_deltaN,6000.00048,8.457976,16.0,8.866259,0.083961,0.0,0.0,0.953950927894166,Accession,,,1917.8209,1927.350524,0.07605,0.076324,4.264724,0.004865,0.012478412512879261,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.30926391841249,36.0 +333,35,42,41,xxQpEVK,SecB WT apo,600.0,2.341189,5,2.773604,0.024238,0,0,0.8440963454047513,Accession,,,901.4414,904.264666,0.020951,0.021891,4.522256,0.007506,0.010802994280477462,DWQPEVK,37,42,4.0,3.3763853816190053,18,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,6000.00048,2.870613,5.0,2.773604,0.024238,0.0,0.0,1.0349757932278725,Accession,,,901.4414,904.792772,0.002837,0.009286,4.512609,0.005075,0.009644234069064178,DWQPEVK,37.0,42.0,4.0,4.13990317291149,15.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +396,35,42,41,xxQpEVK,SecB WT apo,6000.00048,2.796684,5,2.773604,0.024238,0,0,1.0083213032574223,Accession,,,901.4414,904.72016,0.009338,0.011291,4.523787,0.000994,0.00970644520983395,DWQPEVK,37,42,4.0,4.033285213029689,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +19,37,47,46,xxEVKLDLDT,SecB WT apo,0.0,0.0,8,3.461806,0.000977,0,0,0.0,Accession,,,1157.6048,1158.286365,0.006939,0.0,4.098042,0.008218,0.0,QPEVKLDLDT,39,47,8.0,0.0,19,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,0.0,0.0,14.0,8.416065,0.046315,0.0,0.0,0.0,Accession,,,1625.7541,1626.631842,0.036389,0.0,5.658374,0.009636,0.0,LDLDTASSQLADDVY,44.0,57.0,13.0,0.0,19.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaC,0.0,0.0,14.0,8.416065,0.046315,0.0,0.0,0.0,Accession,,,1625.7541,1626.631842,0.036389,0.0,5.658374,0.009636,0.0,LDLDTASSQLADDVY,44.0,57.0,13.0,0.0,19.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaN,0.0,0.0,8.0,4.718741,0.031945,0.0,0.0,0.0,Accession,,,875.4469,875.903522,0.019962,0.0,4.536653,0.006829,0.0,SIAGIEGTQ,87.0,94.0,7.0,0.0,19.0 +82,37,47,46,xxEVKLDLDT,SecB WT apo,10.020000000000001,2.522283,8,3.461806,0.000977,0,0,0.7286032203999877,Accession,,,1157.6048,1160.808648,0.021748,0.022828,4.111478,0.013113,0.006597451167747178,QPEVKLDLDT,39,47,8.0,5.828825763199902,19,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,10.020000000000001,2.42588,9.0,4.82295,0.028983,0.0,0.0,0.5029867612146093,Accession,,,1037.515,1040.539191,0.026254,0.034865,5.900452,0.004939,0.00783546468816537,ASLGEETAFL,68.0,76.0,8.0,4.023894089716874,29.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaC,10.020000000000001,1.048553,12.0,5.223489,0.096278,0.0,0.0,0.20073805075496476,Accession,,,1624.761,1627.146432,0.026245,0.028839,5.857665,0.003402,0.006646151734613056,GAYCPNILFPAAREC,101.0,114.0,11.0,2.208118558304612,37.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaN,30.0,4.409431,12.0,6.94944,0.074753,0.0,0.0,0.6345016289082285,Accession,,,1363.6223,1368.735764,0.012319,0.01707,5.024053,0.00515,0.007253689296927418,LDLDTASSQLADD,44.0,55.0,11.0,6.979517917990513,4.0 +145,37,47,46,xxEVKLDLDT,SecB WT apo,30.0,2.639573,8,3.461806,0.000977,0,0,0.7624843795406212,Accession,,,1157.6048,1160.925938,0.029707,0.030507,4.109585,0.005936,0.00881507919243917,QPEVKLDLDT,39,47,8.0,6.09987503632497,19,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,30.0,2.096154,11.0,6.261897,0.065228,0.0,0.0,0.3347474415500606,Accession,,,1390.7511,1393.662721,0.033826,0.036029,5.503299,0.008571,0.006727832155455805,IASMVARGTFPQL,116.0,127.0,10.0,3.347474415500606,39.0,24.0,33.0,32.0,xxxNApHVF,dimer_deltaC,60.0,2.817975,6.0,2.961946,0.018193,0.0,0.0,0.9513931043982571,Accession,,,981.4789,984.833836,0.009414,0.016174,4.856428,0.00604,0.00799792839900318,EAPNAPHVF,27.0,33.0,5.0,4.756965521991285,10.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaN,60.0,2.768115,8.0,4.784294,0.031285,0.0,0.0,0.5785837994069762,Accession,,,1119.5979,1123.091029,0.045822,0.047348,5.335575,0.005857,0.010595090838876603,MVARGTFPQL,119.0,127.0,7.0,4.050086595848834,28.0 +208,37,47,46,xxEVKLDLDT,SecB WT apo,60.0,2.773916,8,3.461806,0.000977,0,0,0.8012915801752033,Accession,,,1157.6048,1161.060281,0.010413,0.012513,4.122692,0.014252,0.0036216545704544417,QPEVKLDLDT,39,47,8.0,6.410332641401626,19,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,60.0,9.314021,17.0,9.473422,0.002415,0.0,0.0,0.98317387317909,Accession,,,2048.8614,2059.356722,0.094375,0.094713,4.496623,0.007513,0.010000901138087995,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.73078197086544,49.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaC,300.0,3.508854,8.0,4.512616,0.036923,0.0,0.0,0.7775653855767918,Accession,,,924.4309,928.455214,0.010532,0.031116,5.310432,0.014147,0.009382052098482786,ASLGEETAF,68.0,75.0,7.0,5.442957699037542,28.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaN,600.0,4.303589,11.0,5.919469,0.103664,0.0,0.0,0.7270228123502293,Accession,,,1237.6311,1242.610821,0.02524,0.025675,5.943988,0.007666,0.01345043442458058,VTASLGEETAFL,66.0,76.0,10.0,7.270228123502292,13.0 +271,37,47,46,xxEVKLDLDT,SecB WT apo,300.0,3.087716,8,3.461806,0.000977,0,0,0.8919379075546116,Accession,,,1157.6048,1161.374081,0.034019,0.03472,4.108852,0.00318,0.010032605533206071,QPEVKLDLDT,39,47,8.0,7.135503260436892,19,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,600.0,4.588327,10.0,5.560889,0.032429,0.0,0.0,0.8251067410264796,Accession,,,1456.7219,1462.179174,0.014611,0.018466,5.25551,0.007266,0.00584632800848946,ISFEAPNAPHVFQ,23.0,34.0,9.0,7.425960669238316,6.0,11.0,18.0,17.0,xxIQRIY,dimer_deltaC,6000.00048,3.687148,6.0,3.642506,0.0147,0.0,0.0,1.012255848034293,Accession,,,967.536,971.745853,0.020362,0.023641,5.142194,0.005969,0.007668933997575466,FQIQRIY,13.0,18.0,5.0,5.061279240171465,1.0,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,dimer_deltaN,6000.00048,7.301958,15.0,7.418282,0.029146,0.0,0.0,0.9843192803940319,Accession,,,1803.778,1812.072351,0.047874,0.049533,3.834821,0.005386,0.007716257691937763,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.780469925516448,37.0 +334,37,47,46,xxEVKLDLDT,SecB WT apo,600.0,3.102448,8,3.461806,0.000977,0,0,0.8961934897565027,Accession,,,1157.6048,1161.388813,0.036616,0.037267,4.119398,0.005366,0.010768161007719754,QPEVKLDLDT,39,47,8.0,7.169547918052022,19,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,6000.00048,3.733378,8.0,3.461806,0.000977,0.0,0.0,1.0784480701691546,Accession,,,1157.6048,1161.972993,0.017672,0.024979,4.111714,0.002711,0.0072220142013354515,QPEVKLDLDT,39.0,47.0,8.0,8.627584561353236,16.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +397,37,47,46,xxEVKLDLDT,SecB WT apo,6000.00048,3.537634,8,3.461806,0.000977,0,0,1.021904173717418,Accession,,,1157.6048,1161.823999,0.035894,0.036558,4.120225,0.002624,0.010564321234394816,QPEVKLDLDT,39,47,8.0,8.175233389739343,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20,42,52,51,xxLDTASSQL,SecB WT apo,0.0,0.0,9,5.63459,0.03405,0,0,0.0,Accession,,,1062.5313,1063.116166,0.012458,0.0,5.218036,0.009076,0.0,LDLDTASSQL,44,52,8.0,0.0,20,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,0.0,0.0,15.0,8.797349,0.026752,0.0,0.0,0.0,Accession,,,1754.7967,1755.776721,0.017122,0.0,5.606008,0.007932,0.0,LDLDTASSQLADDVYE,44.0,58.0,14.0,0.0,20.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaC,0.0,0.0,15.0,8.797349,0.026752,0.0,0.0,0.0,Accession,,,1754.7967,1755.776721,0.017122,0.0,5.606008,0.007932,0.0,LDLDTASSQLADDVYE,44.0,58.0,14.0,0.0,20.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaN,0.0,0.0,6.0,3.27942,0.02358,0.0,0.0,0.0,Accession,,,850.4128,850.962345,0.021516,0.0,5.695944,0.010031,0.0,GAYCPNIL,101.0,107.0,5.0,0.0,20.0 +83,42,52,51,xxLDTASSQL,SecB WT apo,10.020000000000001,2.961821,9,5.63459,0.03405,0,0,0.525649781084338,Accession,,,1062.5313,1066.077987,0.009859,0.015887,5.21257,0.007265,0.004247366108694396,LDLDTASSQL,44,52,8.0,4.205198248674704,20,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,10.020000000000001,0.170328,9.0,2.452847,0.025554,0.0,0.0,0.06944093944709963,Accession,,,1093.5347,1094.391404,0.017863,0.022304,5.731843,0.003278,0.009121839852346644,LCEVQQGGIF,77.0,85.0,8.0,0.555527515576797,30.0,101.0,108.0,107.0,xxxNILF,dimer_deltaC,10.020000000000001,0.133646,5.0,1.880751,0.035057,0.0,0.0,0.07105991170548359,Accession,,,869.4226,870.146654,0.001867,0.013965,6.432921,0.009821,0.007542440068950751,YCPNILF,104.0,108.0,4.0,0.28423964682193437,38.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaN,30.0,4.756897,14.0,8.416065,0.046315,0.0,0.0,0.5652162857582493,Accession,,,1625.7541,1631.388739,0.01795,0.040575,5.651652,0.008225,0.005737459194328165,LDLDTASSQLADDVY,44.0,57.0,13.0,7.347811714857241,5.0 +146,42,52,51,xxLDTASSQL,SecB WT apo,30.0,3.047375,9,5.63459,0.03405,0,0,0.5408334945399754,Accession,,,1062.5313,1066.16354,0.032771,0.03506,5.207577,0.009309,0.007028398582359234,LDLDTASSQL,44,52,8.0,4.326667956319803,20,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,30.0,5.568475,17.0,10.369175,0.083226,0.0,0.0,0.5370219906598163,Accession,,,2146.1478,2153.057653,0.064908,0.066879,6.000536,0.009708,0.0077574753235794104,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,8.59235185055706,40.0,24.0,35.0,34.0,xxxNApHVFQK,dimer_deltaC,60.0,4.050813,8.0,4.321766,0.016281,0.0,0.0,0.9373050276206532,Accession,,,1237.6324,1242.388758,0.025718,0.031709,4.066545,0.007012,0.008142505406364043,EAPNAPHVFQK,27.0,35.0,7.0,6.5611351933445725,11.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaN,60.0,2.026425,6.0,2.866933,0.018046,0.0,0.0,0.7068267727219297,Accession,,,875.4734,877.995969,0.042582,0.044129,4.109217,0.006813,0.016022517732488632,VARGTFPQ,120.0,126.0,5.0,3.5341338636096484,29.0 +209,42,52,51,xxLDTASSQL,SecB WT apo,60.0,3.057755,9,5.63459,0.03405,0,0,0.5426756871396143,Accession,,,1062.5313,1066.173921,0.028608,0.031203,5.214842,0.009775,0.006435936159594422,LDLDTASSQL,44,52,8.0,4.341405497116915,20,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,60.0,8.636485,16.0,8.866259,0.083961,0.0,0.0,0.9740844475668938,Accession,,,1917.8209,1927.529033,0.104622,0.104822,4.265528,0.004858,0.01499536950897467,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.611266713503408,50.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaC,300.0,3.517451,9.0,4.82295,0.028983,0.0,0.0,0.7293152531127215,Accession,,,1037.515,1041.630761,0.013582,0.02666,5.915555,0.015116,0.0070543818214231155,ASLGEETAFL,68.0,76.0,8.0,5.834522024901772,29.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaN,600.0,3.695927,8.0,4.512616,0.036923,0.0,0.0,0.8190209404035265,Accession,,,924.4309,928.642287,0.009768,0.030866,5.298644,0.006123,0.009575649972317895,ASLGEETAF,68.0,75.0,7.0,5.733146582824685,14.0 +272,42,52,51,xxLDTASSQL,SecB WT apo,300.0,3.221018,9,5.63459,0.03405,0,0,0.5716508210890233,Accession,,,1062.5313,1066.337183,0.02389,0.026943,5.202938,0.004466,0.005899015704562852,LDLDTASSQL,44,52,8.0,4.573206568712187,20,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,600.0,5.129863,11.0,6.220337,0.064196,0.0,0.0,0.8246921348473564,Accession,,,1584.8169,1590.826511,0.004038,0.017493,4.851965,0.005186,0.008963677565475421,ISFEAPNAPHVFQK,23.0,35.0,10.0,8.246921348473563,7.0,18.0,33.0,32.0,xxDISFEApNApHVF,dimer_deltaC,6000.00048,5.277954,12.0,5.264543,0.061768,0.0,0.0,1.002547419595585,Accession,,,1672.8329,1679.123991,0.093524,0.095515,5.131612,0.00531,0.02162250631957592,TKDISFEAPNAPHVF,20.0,33.0,11.0,11.028021615551435,2.0,141.0,156.0,155.0,xxQQAGEGTEEHQDA,dimer_deltaN,6000.00048,6.92399,14.0,7.113751,0.03215,0.0,0.0,0.9733247621402549,Accession,,,1640.7147,1648.500701,0.041845,0.043196,3.469153,0.005756,0.0074980914112633655,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.653221907823314,38.0 +335,42,52,51,xxLDTASSQL,SecB WT apo,600.0,3.324394,9,5.63459,0.03405,0,0,0.5899974975996478,Accession,,,1062.5313,1066.44056,0.016024,0.020297,5.215755,0.006877,0.00506831641718362,LDLDTASSQL,44,52,8.0,4.7199799807971825,20,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,6000.00048,4.911472,9.0,5.63459,0.03405,0.0,0.0,0.8716644866795986,Accession,,,1062.5313,1067.991769,0.026987,0.027699,5.212586,0.00585,0.0072050286032986745,LDLDTASSQL,44.0,52.0,8.0,6.973315893436789,17.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +398,42,52,51,xxLDTASSQL,SecB WT apo,6000.00048,4.195187,9,5.63459,0.03405,0,0,0.7445416614163586,Accession,,,1062.5313,1067.311353,0.068297,0.069424,5.214623,0.00292,0.013116843425769572,LDLDTASSQL,44,52,8.0,5.956333291330869,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +21,42,55,54,xxLDTASSQLADD,SecB WT apo,0.0,0.0,12,6.94944,0.074753,0,0,0.0,Accession,,,1363.6223,1364.365681,0.042452,0.0,5.033154,0.010791,0.0,LDLDTASSQLADD,44,55,11.0,0.0,21,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,0.0,0.0,8.0,4.553624,0.020853,0.0,0.0,0.0,Accession,,,949.4473,949.934045,0.012208,0.0,4.814564,0.007569,0.0,DLDTASSQL,45.0,52.0,7.0,0.0,21.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaC,0.0,0.0,8.0,4.553624,0.020853,0.0,0.0,0.0,Accession,,,949.4473,949.934045,0.012208,0.0,4.814564,0.007569,0.0,DLDTASSQL,45.0,52.0,7.0,0.0,21.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaN,0.0,0.0,7.0,3.337438,0.025744,0.0,0.0,0.0,Accession,,,997.4812,998.139606,0.022822,0.0,6.384698,0.009706,0.0,GAYCPNILF,101.0,108.0,6.0,0.0,21.0 +84,42,55,54,xxLDTASSQLADD,SecB WT apo,10.020000000000001,3.957912,12,6.94944,0.074753,0,0,0.5695296311645255,Accession,,,1363.6223,1368.323593,0.022521,0.048056,5.033525,0.012803,0.009238478026981618,LDLDTASSQLADD,44,55,11.0,6.264825942809781,21,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,10.020000000000001,0.186187,8.0,2.245694,0.058034,0.0,0.0,0.08290844611955146,Accession,,,980.4506,981.212183,0.021051,0.024975,5.505962,0.002151,0.011325787624033462,CEVQQGGIF,78.0,85.0,7.0,0.5803591228368602,31.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaC,10.020000000000001,1.629393,11.0,6.261897,0.065228,0.0,0.0,0.2602075696869495,Accession,,,1390.7511,1393.19596,0.040502,0.042358,5.501969,0.002071,0.007287243916587095,IASMVARGTFPQL,116.0,127.0,10.0,2.602075696869495,39.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaN,30.0,4.849842,15.0,8.797349,0.026752,0.0,0.0,0.5512844835415759,Accession,,,1754.7967,1760.626563,0.015604,0.023166,5.595273,0.009081,0.00312163154076726,LDLDTASSQLADDVYE,44.0,58.0,14.0,7.717982769582062,6.0 +147,42,55,54,xxLDTASSQLADD,SecB WT apo,30.0,4.404772,12,6.94944,0.074753,0,0,0.6338312151770503,Accession,,,1363.6223,1368.770453,0.083923,0.094049,5.023578,0.008151,0.015153709677638344,LDLDTASSQLADD,44,55,11.0,6.972143366947553,21,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,30.0,2.346507,9.0,5.327547,0.022525,0.0,0.0,0.4404479209662533,Accession,,,1206.63,1209.720806,0.032203,0.034456,5.373567,0.009172,0.006730278963230283,SMVARGTFPQL,118.0,127.0,8.0,3.5235833677300263,41.0,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,dimer_deltaC,60.0,6.376827,14.0,8.2421,0.035257,0.0,0.0,0.7736895936715157,Accession,,,2120.056,2127.707913,0.072255,0.075489,4.598918,0.007554,0.009738572449282142,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,10.057964717729703,12.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaN,60.0,2.714957,7.0,3.886385,0.009917,0.0,0.0,0.6985815867444939,Accession,,,988.5574,991.790218,0.036403,0.041202,5.216537,0.006248,0.010750446589311468,VARGTFPQL,120.0,127.0,6.0,4.1914895204669635,30.0 +210,42,55,54,xxLDTASSQLADD,SecB WT apo,60.0,4.524499,12,6.94944,0.074753,0,0,0.6510595098310079,Accession,,,1363.6223,1368.89018,0.097967,0.106769,5.032588,0.014944,0.016884557071672895,LDLDTASSQLADD,44,55,11.0,7.161654608141087,21,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,60.0,7.476124,15.0,7.418282,0.029146,0.0,0.0,1.0077972231306387,Accession,,,1803.778,1812.246517,0.100283,0.101085,3.835197,0.003862,0.014190100220224102,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.109161123828942,51.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaC,300.0,0.712526,9.0,2.452847,0.025554,0.0,0.0,0.29048937826126126,Accession,,,1093.5347,1094.933602,0.030699,0.033478,5.74714,0.014603,0.01398012384769905,LCEVQQGGIF,77.0,85.0,8.0,2.32391502609009,30.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaN,600.0,3.700888,9.0,4.82295,0.028983,0.0,0.0,0.76734944380514,Accession,,,1037.515,1041.814198,0.004128,0.023309,5.905831,0.006975,0.006679923513153524,ASLGEETAFL,68.0,76.0,8.0,6.13879555044112,15.0 +273,42,55,54,xxLDTASSQLADD,SecB WT apo,300.0,4.593927,12,6.94944,0.074753,0,0,0.6610499551042961,Accession,,,1363.6223,1368.959608,0.022372,0.047986,5.019813,0.003934,0.009911684220156692,LDLDTASSQLADD,44,55,11.0,7.271549506147257,21,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,600.0,7.715918,17.0,10.033722,0.057622,0.0,0.0,0.7689985829784801,Accession,,,2467.2405,2476.461423,0.055982,0.060196,5.016296,0.009472,0.007449531913029506,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,12.303977327655682,8.0,18.0,34.0,33.0,xxDISFEApNApHVFQ,dimer_deltaC,6000.00048,6.018699,13.0,6.3179,0.036001,0.0,0.0,0.9526423336868263,Accession,,,1800.8915,1807.891174,0.084855,0.085494,4.950451,0.006183,0.014580236264161389,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,11.431708004241916,3.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +336,42,55,54,xxLDTASSQLADD,SecB WT apo,600.0,4.769993,12,6.94944,0.074753,0,0,0.6863852339181287,Accession,,,1363.6223,1369.135674,0.099414,0.108099,5.032359,0.007519,0.017218369877673372,LDLDTASSQLADD,44,55,11.0,7.550237573099415,21,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,6000.00048,6.297878,12.0,6.94944,0.074753,0.0,0.0,0.9062425173826956,Accession,,,1363.6223,1370.624211,0.022885,0.025755,5.027095,0.006761,0.010428888871061638,LDLDTASSQLADD,44.0,55.0,11.0,9.968667691209651,18.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +399,42,55,54,xxLDTASSQLADD,SecB WT apo,6000.00048,5.677163,12,6.94944,0.074753,0,0,0.8169238096882627,Accession,,,1363.6223,1370.042844,0.044327,0.061377,5.032093,0.003424,0.012458790459423344,LDLDTASSQLADD,44,55,11.0,8.98616190657089,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22,42,57,56,xxLDTASSQLADDVY,SecB WT apo,0.0,0.0,14,8.416065,0.046315,0,0,0.0,Accession,,,1625.7541,1626.688467,0.017652,0.0,5.67001,0.009194,0.0,LDLDTASSQLADDVY,44,57,13.0,0.0,22,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,0.0,0.0,6.0,3.201185,0.006567,0.0,0.0,0.0,Accession,,,721.3363,721.696293,0.015373,0.0,4.196823,0.005702,0.0,DTASSQL,47.0,52.0,5.0,0.0,22.0,45.0,52.0,51.0,xxASSQL,dimer_deltaC,0.0,0.0,6.0,3.201185,0.006567,0.0,0.0,0.0,Accession,,,721.3363,721.696293,0.015373,0.0,4.196823,0.005702,0.0,DTASSQL,47.0,52.0,5.0,0.0,22.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaN,0.0,0.0,11.0,5.099171,0.025247,0.0,0.0,0.0,Accession,,,1521.7519,1522.71957,0.00335,0.0,5.719765,0.009554,0.0,GAYCPNILFPAARE,101.0,113.0,10.0,0.0,22.0 +85,42,57,56,xxLDTASSQLADDVY,SecB WT apo,10.020000000000001,4.32331,14,8.416065,0.046315,0,0,0.5136973157883168,Accession,,,1625.7541,1631.011776,0.070045,0.072235,5.660149,0.014381,0.009036560449182114,LDLDTASSQLADDVY,44,57,13.0,6.678065105248118,22,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,10.020000000000001,0.163171,6.0,1.481827,0.023424,0.0,0.0,0.1101147434889498,Accession,,,748.3988,748.947644,0.019919,0.021914,5.402646,0.002178,0.014890587260341141,VQQGGIF,80.0,85.0,5.0,0.550573717444749,32.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaC,10.020000000000001,5.057727,17.0,10.369175,0.083226,0.0,0.0,0.48776561298271076,Accession,,,2146.1478,2152.546904,0.045211,0.047997,5.995784,0.006729,0.006062404851098697,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,7.804249807723372,40.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaN,30.0,2.177366,8.0,4.553624,0.020853,0.0,0.0,0.47816113056326126,Accession,,,949.4473,952.111411,0.001459,0.012295,4.817572,0.005181,0.0034763578601376102,DLDTASSQL,45.0,52.0,7.0,3.347127913942829,7.0 +148,42,57,56,xxLDTASSQLADDVY,SecB WT apo,30.0,4.702209,14,8.416065,0.046315,0,0,0.558718237085859,Accession,,,1625.7541,1631.390676,0.029708,0.034556,5.65375,0.006545,0.005129598325268401,LDLDTASSQLADDVY,44,57,13.0,7.263337082116167,22,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,30.0,2.199164,8.0,4.784294,0.031285,0.0,0.0,0.4596632230377147,Accession,,,1119.5979,1122.522078,0.020916,0.024076,5.325414,0.006975,0.005861636896420754,MVARGTFPQL,119.0,127.0,7.0,3.217642561264003,42.0,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,dimer_deltaC,60.0,7.435012,15.0,8.993855,0.080943,0.0,0.0,0.8266768810482269,Accession,,,2233.14,2241.9129,0.048929,0.054956,5.033334,0.004724,0.009627542142676884,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,11.573476334675176,13.0,118.0,134.0,133.0,xxRGTFpQLNLApVNF,dimer_deltaN,60.0,6.613377,13.0,8.257736,0.024315,0.0,0.0,0.8008704807225613,Accession,,,1743.9541,1751.622409,0.102475,0.102731,5.880211,0.005925,0.01266210613781291,VARGTFPQLNLAPVNF,120.0,134.0,12.0,9.610445768670736,31.0 +211,42,57,56,xxLDTASSQLADDVY,SecB WT apo,60.0,4.864884,14,8.416065,0.046315,0,0,0.5780473416020433,Accession,,,1625.7541,1631.553351,0.058154,0.060774,5.661449,0.011221,0.007890811925891129,LDLDTASSQLADDVY,44,57,13.0,7.514615440826563,22,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,60.0,7.052877,14.0,7.113751,0.03215,0.0,0.0,0.9914427704877496,Accession,,,1640.7147,1648.629587,0.062091,0.06301,3.468627,0.00441,0.009926340446165532,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.888756016340745,52.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaC,300.0,0.679688,8.0,2.245694,0.058034,0.0,0.0,0.3026627848673951,Accession,,,980.4506,981.705684,0.005094,0.014372,5.521484,0.01549,0.010106116913212256,CEVQQGGIF,78.0,85.0,7.0,2.1186394940717657,31.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaN,600.0,0.95926,9.0,2.452847,0.025554,0.0,0.0,0.3910802426731059,Accession,,,1093.5347,1095.180335,0.01381,0.019211,5.738497,0.005882,0.008828486541262169,LCEVQQGGIF,77.0,85.0,8.0,3.1286419413848474,16.0 +274,42,57,56,xxLDTASSQLADDVY,SecB WT apo,300.0,5.005428,14,8.416065,0.046315,0,0,0.5947468323973258,Accession,,,1625.7541,1631.693894,0.048511,0.051623,5.64932,0.001886,0.006952464034016343,LDLDTASSQLADDVY,44,57,13.0,7.731708821165236,22,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,600.0,8.9228,18.0,10.774211,0.021003,0.0,0.0,0.8281627304310265,Accession,,,2580.3245,2590.834973,0.038334,0.040298,5.310351,0.006322,0.004073768966676516,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,14.07876641732745,9.0,18.0,35.0,34.0,xxDISFEApNApHVFQK,dimer_deltaC,6000.00048,6.640255,14.0,6.812215,0.036048,0.0,0.0,0.9747571091047478,Accession,,,1928.9865,1936.763294,0.08081,0.082228,4.624444,0.008007,0.01312657644198431,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,12.67184241836172,4.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +337,42,57,56,xxLDTASSQLADDVY,SecB WT apo,600.0,5.187988,14,8.416065,0.046315,0,0,0.6164386800719814,Accession,,,1625.7541,1631.876455,0.036602,0.040636,5.659367,0.007816,0.005900968916839332,LDLDTASSQLADDVY,44,57,13.0,8.013702840935759,22,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,6000.00048,7.371307,14.0,8.416065,0.046315,0.0,0.0,0.8758614625718789,Accession,,,1625.7541,1634.003149,0.031416,0.048074,5.652991,0.008021,0.007474048281591363,LDLDTASSQLADDVY,44.0,57.0,13.0,11.386199013434426,19.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +400,42,57,56,xxLDTASSQLADDVY,SecB WT apo,6000.00048,6.146337,14,8.416065,0.046315,0,0,0.7303100677097908,Accession,,,1625.7541,1632.834804,0.006786,0.018912,5.658733,0.003484,0.0046045735356531,LDLDTASSQLADDVY,44,57,13.0,9.49403088022728,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,0.0,0.0,15,8.797349,0.026752,0,0,0.0,Accession,,,1754.7967,1755.796984,0.007371,0.0,5.615135,0.009121,0.0,LDLDTASSQLADDVYE,44,58,14.0,0.0,23,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,0.0,0.0,7.0,3.776811,0.029739,0.0,0.0,0.0,Accession,,,846.5043,846.955166,0.01863,0.0,4.613347,0.009715,0.0,RVTVTASL,63.0,69.0,6.0,0.0,23.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaC,0.0,0.0,7.0,3.776811,0.029739,0.0,0.0,0.0,Accession,,,846.5043,846.955166,0.01863,0.0,4.613347,0.009715,0.0,RVTVTASL,63.0,69.0,6.0,0.0,23.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaN,0.0,0.0,12.0,5.223489,0.096278,0.0,0.0,0.0,Accession,,,1624.761,1626.097879,0.011953,0.0,5.854273,0.007071,0.0,GAYCPNILFPAAREC,101.0,114.0,11.0,0.0,23.0 +86,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,10.020000000000001,4.342345,15,8.797349,0.026752,0,0,0.4935969915482493,Accession,,,1754.7967,1760.139329,0.050428,0.050964,5.600163,0.012454,0.005984402371433364,LDLDTASSQLADDVYE,44,58,14.0,6.91035788167549,23,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,10.020000000000001,3.523403,8.0,4.718741,0.031945,0.0,0.0,0.7466828546004115,Accession,,,875.4469,879.426924,0.021415,0.029276,4.537827,0.001392,0.00800275704687903,SIAGIEGTQ,87.0,94.0,7.0,5.22677998220288,33.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaC,10.020000000000001,1.833524,9.0,5.327547,0.022525,0.0,0.0,0.34415914115821034,Accession,,,1206.63,1209.207823,0.01653,0.020576,5.374034,0.002008,0.004127210706263463,SMVARGTFPQL,118.0,127.0,8.0,2.7532731292656827,41.0,45.0,52.0,51.0,xxASSQL,dimer_deltaN,30.0,1.420643,6.0,3.201185,0.006567,0.0,0.0,0.44378659777551127,Accession,,,721.3363,723.116935,0.032336,0.035804,4.202202,0.005829,0.011221598895993952,DTASSQL,47.0,52.0,5.0,2.2189329888775564,8.0 +149,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,30.0,4.821071,15,8.797349,0.026752,0,0,0.5480140665102634,Accession,,,1754.7967,1760.618055,0.036102,0.036847,5.594058,0.007018,0.004507768197004703,LDLDTASSQLADDVYE,44,58,14.0,7.672196931143688,23,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,30.0,1.641127,6.0,2.866933,0.018046,0.0,0.0,0.5724329797731583,Accession,,,875.4734,877.610671,0.007673,0.013892,4.094517,0.007257,0.0060384464286953685,VARGTFPQ,120.0,126.0,5.0,2.8621648988657915,43.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaC,60.0,3.3672,9.0,4.541007,0.086153,0.0,0.0,0.741509537421986,Accession,,,1385.706,1389.933731,0.025593,0.028474,4.694064,0.007933,0.015402243871596694,QKDWQPEVKLD,35.0,44.0,8.0,5.932076299375888,14.0,127.0,134.0,133.0,xxApVNF,dimer_deltaN,60.0,2.834417,5.0,2.709472,0.019689,0.0,0.0,1.0461141506537068,Accession,,,774.4145,777.636083,0.023822,0.026349,5.501877,0.008633,0.012343379019079403,NLAPVNF,129.0,134.0,4.0,4.184456602614827,32.0 +212,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,60.0,5.074226,15,8.797349,0.026752,0,0,0.5767903490017277,Accession,,,1754.7967,1760.87121,0.058283,0.058748,5.599618,0.012309,0.006904421831786854,LDLDTASSQLADDVYE,44,58,14.0,8.075064886024187,23,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,300.0,4.377735,8.0,5.0734,0.020042,0.0,0.0,0.8628799227342611,Accession,,,1199.6241,1204.779643,0.016999,0.024484,5.52605,0.014663,0.005908406418910734,MTFQIQRIY,11.0,18.0,7.0,6.0401594591398275,0.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaC,300.0,0.50251,6.0,1.481827,0.023424,0.0,0.0,0.33911515986684004,Accession,,,748.3988,749.286983,0.021173,0.02306,5.418316,0.014865,0.01645926787118219,VQQGGIF,80.0,85.0,5.0,1.6955757993342002,32.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaN,600.0,0.917699,8.0,2.245694,0.058034,0.0,0.0,0.4086482842275039,Accession,,,980.4506,981.943695,0.023211,0.02682,5.511461,0.005397,0.015942223584056243,CEVQQGGIF,78.0,85.0,7.0,2.860537989592527,17.0 +275,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,300.0,5.188429,15,8.797349,0.026752,0,0,0.5897718733222929,Accession,,,1754.7967,1760.985413,0.023459,0.02459,5.587117,0.002339,0.003321049833469611,LDLDTASSQLADDVYE,44,58,14.0,8.2568062265121,23,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,600.0,3.012099,6.0,2.961946,0.018193,0.0,0.0,1.016932449139856,Accession,,,981.4789,985.02796,0.01869,0.022854,4.853031,0.004776,0.009927251696057944,EAPNAPHVF,27.0,33.0,5.0,5.084662245699279,10.0,21.0,33.0,32.0,xxFEApNApHVF,dimer_deltaC,6000.00048,4.731881,9.0,4.61559,0.003636,0.0,0.0,1.0251952621441678,Accession,,,1328.6634,1334.150649,0.023075,0.025005,5.488748,0.007099,0.0054773754194492544,ISFEAPNAPHVF,23.0,33.0,8.0,8.201562097153342,5.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +338,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,600.0,5.362813,15,8.797349,0.026752,0,0,0.6095942084371099,Accession,,,1754.7967,1761.159797,0.010641,0.012945,5.604324,0.012718,0.002366750503727558,LDLDTASSQLADDVYE,44,58,14.0,8.534318918119538,23,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,6000.00048,7.939825,15.0,8.797349,0.026752,0.0,0.0,0.9025247264829438,Accession,,,1754.7967,1763.716546,0.036301,0.040136,5.594438,0.007921,0.005324163924318604,LDLDTASSQLADDVYE,44.0,58.0,14.0,12.635346170761213,20.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +401,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,6000.00048,6.522618,15,8.797349,0.026752,0,0,0.7414299466805283,Accession,,,1754.7967,1762.319601,0.05301,0.05352,5.598062,0.002282,0.006488000273595972,LDLDTASSQLADDVYE,44,58,14.0,10.380019253527397,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +24,43,52,51,xxDTASSQL,SecB WT apo,0.0,0.0,8,4.553624,0.020853,0,0,0.0,Accession,,,949.4473,949.954147,0.030088,0.0,4.824319,0.011149,0.0,DLDTASSQL,45,52,7.0,0.0,24,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,0.0,0.0,13.0,7.227718,0.036737,0.0,0.0,0.0,Accession,,,1480.7642,1481.614124,0.035559,0.0,5.296122,0.110574,0.0,RVTVTASLGEETAF,63.0,75.0,12.0,0.0,24.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaC,0.0,0.0,13.0,7.227718,0.036737,0.0,0.0,0.0,Accession,,,1480.7642,1481.614124,0.035559,0.0,5.296122,0.110574,0.0,RVTVTASLGEETAF,63.0,75.0,12.0,0.0,24.0,101.0,108.0,107.0,xxxNILF,dimer_deltaN,0.0,0.0,5.0,1.880751,0.035057,0.0,0.0,0.0,Accession,,,869.4226,870.013007,0.01384,0.0,6.429599,0.009079,0.0,YCPNILF,104.0,108.0,4.0,0.0,24.0 +87,43,52,51,xxDTASSQL,SecB WT apo,10.020000000000001,2.168137,8,4.553624,0.020853,0,0,0.4761343931778294,Accession,,,949.4473,952.122284,0.015018,0.033628,4.820265,0.008635,0.00770005250438552,DLDTASSQL,45,52,7.0,3.332940752244806,24,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,10.020000000000001,0.566388,6.0,3.27942,0.02358,0.0,0.0,0.17270980844173664,Accession,,,850.4128,851.528733,0.02009,0.029437,5.69938,0.00338,0.00906177680086335,GAYCPNIL,101.0,107.0,5.0,0.8635490422086832,34.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaC,10.020000000000001,1.776765,8.0,4.784294,0.031285,0.0,0.0,0.3713745434540603,Accession,,,1119.5979,1122.099679,0.022132,0.02514,5.326252,0.001697,0.005788714074231743,MVARGTFPQL,119.0,127.0,7.0,2.599621804178422,42.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaN,30.0,0.898476,7.0,3.776811,0.029739,0.0,0.0,0.2378927619094522,Accession,,,846.5043,847.853642,0.028138,0.033747,4.614405,0.00587,0.009129552131803555,RVTVTASL,63.0,69.0,6.0,1.4273565714567131,9.0 +150,43,52,51,xxDTASSQL,SecB WT apo,30.0,2.207933,8,4.553624,0.020853,0,0,0.48487380600594165,Accession,,,949.4473,952.16208,0.010534,0.031879,4.820441,0.008237,0.0073444907865317256,DLDTASSQL,45,52,7.0,3.394116642041592,24,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,30.0,2.297117,7.0,3.886385,0.009917,0.0,0.0,0.591067791791086,Accession,,,988.5574,991.372379,0.012677,0.02309,5.207153,0.005483,0.006129706325735941,VARGTFPQL,120.0,127.0,6.0,3.5464067507465162,44.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaC,60.0,1.969483,5.0,2.773604,0.024238,0.0,0.0,0.7100808190354498,Accession,,,901.4414,903.891642,0.013706,0.016311,4.514095,0.007818,0.008549212728251807,DWQPEVK,37.0,42.0,4.0,2.8403232761417994,15.0,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,dimer_deltaN,60.0,9.548682,18.0,9.445908,0.065306,0.0,0.0,1.0108802668838188,Accession,,,2195.9298,2206.810833,0.111991,0.112424,5.006161,0.004162,0.013802150931040046,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.18496453702492,33.0 +213,43,52,51,xxDTASSQL,SecB WT apo,60.0,2.253566,8,4.553624,0.020853,0,0,0.4948950550155217,Accession,,,949.4473,952.207713,0.014622,0.033453,4.825615,0.01296,0.007688088480706702,DLDTASSQL,45,52,7.0,3.4642653851086522,24,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,300.0,3.103335,6.0,3.642506,0.0147,0.0,0.0,0.8519780063505729,Accession,,,967.536,971.16204,0.035894,0.037851,5.153615,0.013983,0.010945533039175146,FQIQRIY,13.0,18.0,5.0,4.259890031752864,1.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaC,300.0,4.636357,8.0,4.718741,0.031945,0.0,0.0,0.9825411057737647,Accession,,,875.4469,880.539878,0.043976,0.048294,4.551191,0.014343,0.012206115077486734,SIAGIEGTQ,87.0,94.0,7.0,6.877787740416354,33.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaN,600.0,0.676144,6.0,1.481827,0.023424,0.0,0.0,0.4562907815824654,Accession,,,748.3988,749.460617,0.031251,0.032559,5.406991,0.006707,0.023125795252825536,VQQGGIF,80.0,85.0,5.0,2.281453907912327,18.0 +276,43,52,51,xxDTASSQL,SecB WT apo,300.0,2.353156,8,4.553624,0.020853,0,0,0.5167655476165797,Accession,,,949.4473,952.307303,0.005031,0.030506,4.81445,0.00389,0.007104972029892408,DLDTASSQL,45,52,7.0,3.617358833316058,24,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,600.0,4.247328,8.0,4.321766,0.016281,0.0,0.0,0.9827760225796585,Accession,,,1237.6324,1242.585274,0.01029,0.021211,4.053595,0.005054,0.006147775821144883,EAPNAPHVFQK,27.0,35.0,7.0,6.879432158057609,11.0,21.0,34.0,33.0,xxFEApNApHVFQ,dimer_deltaC,6000.00048,5.386478,10.0,5.560889,0.032429,0.0,0.0,0.9686361299425326,Accession,,,1456.7219,1462.977325,0.02746,0.029692,5.256948,0.006284,0.007772874991843501,ISFEAPNAPHVFQ,23.0,34.0,9.0,8.717725169482794,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +339,43,52,51,xxDTASSQL,SecB WT apo,600.0,2.490391,8,4.553624,0.020853,0,0,0.5469030820287314,Accession,,,949.4473,952.444537,0.012937,0.032752,4.825095,0.006744,0.0076160872244670046,DLDTASSQL,45,52,7.0,3.82832157420112,24,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,6000.00048,4.129858,8.0,4.553624,0.020853,0.0,0.0,0.9069387371465012,Accession,,,949.4473,954.063903,0.009972,0.015763,4.823119,0.007136,0.005406711204380036,DLDTASSQL,45.0,52.0,7.0,6.348571160025508,21.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +402,43,52,51,xxDTASSQL,SecB WT apo,6000.00048,3.442043,8,4.553624,0.020853,0,0,0.7558909123809958,Accession,,,949.4473,953.39619,0.033976,0.045384,4.826319,0.001683,0.010550582253365975,DLDTASSQL,45,52,7.0,5.291236386666971,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +25,45,52,51,xxASSQL,SecB WT apo,0.0,0.0,6,3.201185,0.006567,0,0,0.0,Accession,,,721.3363,721.711815,0.006524,0.0,4.208891,0.007333,0.0,DTASSQL,47,52,5.0,0.0,25,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,0.0,0.0,14.0,7.681216,0.046195,0.0,0.0,0.0,Accession,,,1593.8483,1594.720927,0.062546,0.0,5.71214,0.011372,0.0,RVTVTASLGEETAFL,63.0,76.0,13.0,0.0,25.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaC,0.0,0.0,14.0,7.681216,0.046195,0.0,0.0,0.0,Accession,,,1593.8483,1594.720927,0.062546,0.0,5.71214,0.011372,0.0,RVTVTASLGEETAFL,63.0,76.0,13.0,0.0,25.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaN,0.0,0.0,11.0,6.261897,0.065228,0.0,0.0,0.0,Accession,,,1390.7511,1391.566567,0.012404,0.0,5.49914,0.008594,0.0,IASMVARGTFPQL,116.0,127.0,10.0,0.0,25.0 +88,45,52,51,xxASSQL,SecB WT apo,10.020000000000001,1.502049,6,3.201185,0.006567,0,0,0.46921655574420096,Accession,,,721.3363,723.213864,0.002184,0.00688,4.20918,0.009412,0.002354911383739563,DTASSQL,47,52,5.0,2.346082778721005,25,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,10.020000000000001,0.584612,7.0,3.337438,0.025744,0.0,0.0,0.17516789825009482,Accession,,,997.4812,998.724217,0.035334,0.042063,6.38912,0.009469,0.01267560312299054,GAYCPNILF,101.0,108.0,6.0,1.051007389500569,35.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaC,10.020000000000001,1.147822,6.0,2.866933,0.018046,0.0,0.0,0.40036582647728425,Accession,,,875.4734,877.117366,0.019744,0.02289,4.107321,0.002195,0.008372425192022968,VARGTFPQ,120.0,126.0,5.0,2.0018291323864212,43.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaN,30.0,2.830022,13.0,7.227718,0.036737,0.0,0.0,0.3915512475721936,Accession,,,1480.7642,1484.444146,0.043051,0.055838,5.253455,0.00815,0.007977763432616441,RVTVTASLGEETAF,63.0,75.0,12.0,4.698614970866323,10.0 +151,45,52,51,xxASSQL,SecB WT apo,30.0,1.430718,6,3.201185,0.006567,0,0,0.44693386980133915,Accession,,,721.3363,723.142532,0.04227,0.042771,4.207158,0.007695,0.013392410760492636,DTASSQL,47,52,5.0,2.234669349006696,25,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,30.0,6.087817,13.0,8.257736,0.024315,0.0,0.0,0.7372259176122851,Accession,,,1743.9541,1751.096849,0.025046,0.026073,5.873639,0.008299,0.0038316363539171623,VARGTFPQLNLAPVNF,120.0,134.0,12.0,8.84671101134742,45.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaC,60.0,2.855183,8.0,3.461806,0.000977,0.0,0.0,0.8247668991272185,Accession,,,1157.6048,1161.094798,0.011801,0.021235,4.111295,0.007444,0.006138496252056717,QPEVKLDLDT,39.0,47.0,8.0,6.598135193017748,16.0,138.0,152.0,151.0,xxYLQQQAGEGTEE,dimer_deltaN,60.0,7.992075,13.0,7.945226,0.075043,0.0,0.0,1.0058964968397375,Accession,,,1597.6799,1606.631311,0.085918,0.086035,4.741973,0.006163,0.01440557931245952,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.07075796207685,34.0 +214,45,52,51,xxASSQL,SecB WT apo,60.0,1.489663,6,3.201185,0.006567,0,0,0.46534736355443374,Accession,,,721.3363,723.201478,0.071277,0.071575,4.209848,0.012624,0.022379277604812536,DTASSQL,47,52,5.0,2.3267368177721686,25,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,300.0,3.691328,12.0,5.264543,0.061768,0.0,0.0,0.7011677936717394,Accession,,,1672.8329,1677.537365,0.018243,0.026632,5.14227,0.015137,0.009657601661627626,TKDISFEAPNAPHVF,20.0,33.0,11.0,7.712845730389134,2.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaC,300.0,2.630851,6.0,3.27942,0.02358,0.0,0.0,0.8022305773581914,Accession,,,850.4128,853.593196,0.026004,0.033751,5.716614,0.014708,0.01179802102331986,GAYCPNIL,101.0,107.0,5.0,4.011152886790957,34.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaN,600.0,4.649065,8.0,4.718741,0.031945,0.0,0.0,0.9852341970029719,Accession,,,875.4469,880.552586,0.01281,0.023719,4.540886,0.003883,0.008351835945265751,SIAGIEGTQ,87.0,94.0,7.0,6.896639379020803,19.0 +277,45,52,51,xxASSQL,SecB WT apo,300.0,1.577079,6,3.201185,0.006567,0,0,0.4926547512874138,Accession,,,721.3363,723.288894,0.005387,0.008461,4.203415,0.003805,0.002829716644038513,DTASSQL,47,52,5.0,2.463273756437069,25,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,600.0,7.054853,14.0,8.2421,0.035257,0.0,0.0,0.8559533371349534,Accession,,,2120.056,2128.385939,0.051916,0.05633,4.594005,0.004503,0.007753440055725116,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,11.127393382754393,12.0,21.0,35.0,34.0,xxFEApNApHVFQK,dimer_deltaC,6000.00048,5.996754,11.0,6.220337,0.064196,0.0,0.0,0.964056127505632,Accession,,,1584.8169,1591.693402,0.020659,0.026768,4.855132,0.006333,0.010840145207582596,ISFEAPNAPHVFQK,23.0,35.0,10.0,9.640561275056319,7.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +340,45,52,51,xxASSQL,SecB WT apo,600.0,1.697731,6,3.201185,0.006567,0,0,0.5303445442859441,Accession,,,721.3363,723.409546,0.031972,0.032631,4.21381,0.00548,0.010251308610750907,DTASSQL,47,52,5.0,2.6517227214297208,25,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,6000.00048,2.905114,6.0,3.201185,0.006567,0.0,0.0,0.907512061939563,Accession,,,721.3363,724.601407,0.036096,0.039233,4.210498,0.006245,0.012396366697591227,DTASSQL,47.0,52.0,5.0,4.537560309697815,22.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +403,45,52,51,xxASSQL,SecB WT apo,6000.00048,2.512378,6,3.201185,0.006567,0,0,0.7848274935687878,Accession,,,721.3363,724.224192,0.005177,0.008329,4.214913,0.002752,0.003059701432007654,DTASSQL,47,52,5.0,3.9241374678439387,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +26,61,69,68,xxTVTASL,SecB WT apo,0.0,0.0,7,3.776811,0.029739,0,0,0.0,Accession,,,846.5043,846.969946,0.011682,0.0,4.60409,0.007427,0.0,RVTVTASL,63,69,6.0,0.0,26,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,0.0,0.0,6.0,3.273373,0.023509,0.0,0.0,0.0,Accession,,,690.4032,690.764065,0.023415,0.0,4.939754,0.009046,0.0,VTVTASL,64.0,69.0,5.0,0.0,26.0,62.0,69.0,68.0,xxVTASL,dimer_deltaC,0.0,0.0,6.0,3.273373,0.023509,0.0,0.0,0.0,Accession,,,690.4032,690.764065,0.023415,0.0,4.939754,0.009046,0.0,VTVTASL,64.0,69.0,5.0,0.0,26.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaN,0.0,0.0,17.0,10.369175,0.083226,0.0,0.0,0.0,Accession,,,2146.1478,2147.489178,0.016115,0.0,5.997727,0.008393,0.0,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,0.0,26.0 +89,61,69,68,xxTVTASL,SecB WT apo,10.020000000000001,0.588076,7,3.776811,0.029739,0,0,0.15570702372980805,Accession,,,846.5043,847.558023,0.025282,0.027851,4.610923,0.010063,0.007475439086196755,RVTVTASL,63,69,6.0,0.9342421423788483,26,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,10.020000000000001,1.233494,11.0,5.099171,0.025247,0.0,0.0,0.24190088937986196,Accession,,,1521.7519,1523.953064,0.022672,0.022918,5.722816,0.003713,0.0046513028333424146,GAYCPNILFPAARE,101.0,113.0,10.0,2.4190088937986194,36.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaC,10.020000000000001,1.852764,7.0,3.886385,0.009917,0.0,0.0,0.476731975859314,Accession,,,988.5574,990.928025,0.025471,0.031957,5.208857,0.001806,0.008312305983511964,VARGTFPQL,120.0,127.0,6.0,2.860391855155884,44.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaN,30.0,2.719897,14.0,7.681216,0.046195,0.0,0.0,0.3540971898199452,Accession,,,1593.8483,1597.440825,0.054545,0.082989,5.715338,0.009221,0.011012020933810622,RVTVTASLGEETAFL,63.0,76.0,13.0,4.603263467659287,11.0 +152,61,69,68,xxTVTASL,SecB WT apo,30.0,1.064051,7,3.776811,0.029739,0,0,0.28173265752509197,Accession,,,846.5043,848.033998,0.051742,0.053045,4.610487,0.007972,0.014219035797009658,RVTVTASL,63,69,6.0,1.6903959451505517,26,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,30.0,2.788665,5.0,2.709472,0.019689,0.0,0.0,1.0292282038714555,Accession,,,774.4145,777.590331,0.008782,0.01428,5.491248,0.008892,0.009149556867131611,NLAPVNF,129.0,134.0,4.0,4.116912815485822,46.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaC,60.0,3.09593,9.0,5.63459,0.03405,0.0,0.0,0.5494508029865527,Accession,,,1062.5313,1066.176227,0.054235,0.054593,5.216576,0.005834,0.010242048932574372,LDLDTASSQL,44.0,52.0,8.0,4.3956064238924215,17.0,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,dimer_deltaN,60.0,9.314021,17.0,9.473422,0.002415,0.0,0.0,0.98317387317909,Accession,,,2048.8614,2059.356722,0.094375,0.094713,4.496623,0.007513,0.010000901138087995,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.73078197086544,35.0 +215,61,69,68,xxTVTASL,SecB WT apo,60.0,1.477353,7,3.776811,0.029739,0,0,0.3911641329153087,Accession,,,846.5043,848.4473,0.03043,0.032595,4.617017,0.011227,0.009163451032577893,RVTVTASL,63,69,6.0,2.346984797491852,26,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,300.0,4.541642,13.0,6.3179,0.036001,0.0,0.0,0.7188530999224426,Accession,,,1800.8915,1806.414117,0.04941,0.0505,4.959151,0.012972,0.008981623494929912,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,8.626237199069312,3.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaC,300.0,2.907983,7.0,3.337438,0.025744,0.0,0.0,0.871321954145665,Accession,,,997.4812,1001.047588,0.02175,0.031526,6.407952,0.015301,0.011593252687102913,GAYCPNILF,101.0,108.0,6.0,5.22793172487399,35.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaN,600.0,2.809437,6.0,3.27942,0.02358,0.0,0.0,0.8566871580950289,Accession,,,850.4128,853.771781,0.009799,0.023642,5.707141,0.006801,0.009482412372595925,GAYCPNIL,101.0,107.0,5.0,4.283435790475145,20.0 +278,61,69,68,xxTVTASL,SecB WT apo,300.0,1.776428,7,3.776811,0.029739,0,0,0.47035130961014465,Accession,,,846.5043,848.746375,0.004775,0.01262,4.607875,0.004035,0.0049881718229791185,RVTVTASL,63,69,6.0,2.822107857660868,26,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,600.0,8.212544,15.0,8.993855,0.080943,0.0,0.0,0.9131283526363277,Accession,,,2233.14,2242.690432,0.099259,0.102365,5.02829,0.010021,0.014038426944675709,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,12.783796936908589,13.0,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,dimer_deltaC,6000.00048,8.864546,17.0,10.033722,0.057622,0.0,0.0,0.8834753444434679,Accession,,,2467.2405,2477.61005,0.101573,0.103955,5.01684,0.005578,0.011536168971421425,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,14.135605511095486,8.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +341,61,69,68,xxTVTASL,SecB WT apo,600.0,1.836983,7,3.776811,0.029739,0,0,0.4863846774434834,Accession,,,846.5043,848.806929,0.005767,0.013028,4.618036,0.007269,0.0051542748353403086,RVTVTASL,63,69,6.0,2.9183080646609003,26,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,6000.00048,3.507286,7.0,3.776811,0.029739,0.0,0.0,0.928636884397975,Accession,,,846.5043,850.462452,0.004315,0.019123,4.623359,0.006072,0.008894081335994508,RVTVTASL,63.0,69.0,6.0,5.57182130638785,23.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +404,61,69,68,xxTVTASL,SecB WT apo,6000.00048,2.337007,7,3.776811,0.029739,0,0,0.6187778525322024,Accession,,,846.5043,849.306954,0.020296,0.023418,4.62259,0.003077,0.007885767353249685,RVTVTASL,63,69,6.0,3.7126671151932147,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +27,61,72,71,xxTVTASLGEE,SecB WT apo,0.0,0.0,10,5.341473,0.037389,0,0,0.0,Accession,,,1161.611,1162.194518,0.018638,0.0,4.456524,0.006027,0.0,RVTVTASLGEE,63,72,9.0,0.0,27,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,0.0,0.0,11.0,5.919469,0.103664,0.0,0.0,0.0,Accession,,,1237.6311,1238.307232,0.004706,0.0,5.936013,0.008034,0.0,VTASLGEETAFL,66.0,76.0,10.0,0.0,27.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaC,0.0,0.0,11.0,5.919469,0.103664,0.0,0.0,0.0,Accession,,,1237.6311,1238.307232,0.004706,0.0,5.936013,0.008034,0.0,VTASLGEETAFL,66.0,76.0,10.0,0.0,27.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaN,0.0,0.0,9.0,5.327547,0.022525,0.0,0.0,0.0,Accession,,,1206.63,1207.374299,0.012254,0.0,5.363644,0.008844,0.0,SMVARGTFPQL,118.0,127.0,8.0,0.0,27.0 +90,61,72,71,xxTVTASLGEE,SecB WT apo,10.020000000000001,1.959602,10,5.341473,0.037389,0,0,0.3668654695062579,Accession,,,1161.611,1164.15412,0.033789,0.038589,4.459736,0.008439,0.007667241043162236,RVTVTASLGEE,63,72,9.0,3.3017892255563215,27,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,10.020000000000001,1.048553,12.0,5.223489,0.096278,0.0,0.0,0.20073805075496476,Accession,,,1624.761,1627.146432,0.026245,0.028839,5.857665,0.003402,0.006646151734613056,GAYCPNILFPAAREC,101.0,114.0,11.0,2.208118558304612,37.0,9.0,18.0,17.0,xxFQIQRIY,dimer_deltaC,30.0,3.148423,8.0,5.0734,0.020042,0.0,0.0,0.6205745653802184,Accession,,,1199.6241,1203.550331,0.019781,0.026491,5.512973,0.008577,0.005768407396420361,MTFQIQRIY,11.0,18.0,7.0,4.344021957661528,0.0,62.0,69.0,68.0,xxVTASL,dimer_deltaN,30.0,1.042738,6.0,3.273373,0.023509,0.0,0.0,0.3185515369009276,Accession,,,690.4032,691.806803,0.029898,0.037976,4.945487,0.004496,0.0118249134148051,VTVTASL,64.0,69.0,5.0,1.5927576845046378,12.0 +153,61,72,71,xxTVTASLGEE,SecB WT apo,30.0,2.396051,10,5.341473,0.037389,0,0,0.4485749530138971,Accession,,,1161.611,1164.590569,0.058988,0.061863,4.459379,0.007265,0.011999723886711862,RVTVTASLGEE,63,72,9.0,4.037174577125074,27,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,30.0,9.48155,18.0,9.445908,0.065306,0.0,0.0,1.0037732740992185,Accession,,,2195.9298,2206.743701,0.056221,0.057079,4.996644,0.004153,0.009201895723395508,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.064145659686712,47.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaC,60.0,4.574325,12.0,6.94944,0.074753,0.0,0.0,0.6582292961735046,Accession,,,1363.6223,1368.900658,0.050715,0.052074,5.033532,0.004584,0.010309252437862116,LDLDTASSQLADD,44.0,55.0,11.0,7.24052225790855,18.0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,dimer_deltaN,60.0,8.636485,16.0,8.866259,0.083961,0.0,0.0,0.9740844475668938,Accession,,,1917.8209,1927.529033,0.104622,0.104822,4.265528,0.004858,0.01499536950897467,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.611266713503408,36.0 +216,61,72,71,xxTVTASLGEE,SecB WT apo,60.0,2.99907,10,5.341473,0.037389,0,0,0.561468718460245,Accession,,,1161.611,1165.193588,0.077624,0.07983,4.461314,0.009722,0.015453429571398877,RVTVTASLGEE,63,72,9.0,5.053218466142205,27,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,300.0,5.021697,14.0,6.812215,0.036048,0.0,0.0,0.7371606738777328,Accession,,,1928.9865,1935.144736,0.030958,0.03449,4.631088,0.012872,0.006391395576354009,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,9.583088760410526,4.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaC,300.0,4.260994,11.0,5.099171,0.025247,0.0,0.0,0.8356248496079068,Accession,,,1521.7519,1526.980564,0.040125,0.040265,5.735929,0.014756,0.0089146200777252,GAYCPNILFPAARE,101.0,113.0,10.0,8.356248496079068,36.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaN,600.0,3.158261,7.0,3.337438,0.025744,0.0,0.0,0.9463130101592898,Accession,,,997.4812,1001.297866,0.022472,0.032029,6.397075,0.008168,0.012057527139390244,GAYCPNILF,101.0,108.0,6.0,5.677878060955739,21.0 +279,61,72,71,xxTVTASLGEE,SecB WT apo,300.0,3.197991,10,5.341473,0.037389,0,0,0.5987095694389919,Accession,,,1161.611,1165.392509,0.038483,0.042759,4.456982,0.00564,0.009035735838827504,RVTVTASLGEE,63,72,9.0,5.388386124950927,27,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,600.0,3.830065,9.0,4.541007,0.086153,0.0,0.0,0.8434395718835052,Accession,,,1385.706,1390.396595,0.018467,0.022289,4.687205,0.003208,0.01673779542828841,QKDWQPEVKLD,35.0,44.0,8.0,6.747516575068041,14.0,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,dimer_deltaC,6000.00048,10.453601,18.0,10.774211,0.021003,0.0,0.0,0.9702428326306215,Accession,,,2580.3245,2592.365775,0.070006,0.071101,5.309954,0.005508,0.0068648747740300275,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,16.494128154720567,9.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +342,61,72,71,xxTVTASLGEE,SecB WT apo,600.0,3.237018,10,5.341473,0.037389,0,0,0.6060159809850204,Accession,,,1161.611,1165.431536,0.031137,0.036289,4.468596,0.006222,0.008009383612931192,RVTVTASLGEE,63,72,9.0,5.454143828865184,27,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,6000.00048,6.318883,13.0,7.227718,0.036737,0.0,0.0,0.8742569923176304,Accession,,,1480.7642,1487.933006,0.064456,0.073614,5.259236,0.005269,0.011112134927917969,RVTVTASLGEETAF,63.0,75.0,12.0,10.491083907811564,24.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +405,61,72,71,xxTVTASLGEE,SecB WT apo,6000.00048,3.855276,10,5.341473,0.037389,0,0,0.7217627047819956,Accession,,,1161.611,1166.049794,0.054646,0.057737,4.467194,0.000397,0.01193159424300004,RVTVTASLGEE,63,72,9.0,6.49586434303796,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +28,61,75,74,xxTVTASLGEETAF,SecB WT apo,0.0,0.0,13,7.227718,0.036737,0,0,0.0,Accession,,,1480.7642,1481.549605,0.04375,0.0,5.240656,0.004867,0.0,RVTVTASLGEETAF,63,75,12.0,0.0,28,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,0.0,0.0,8.0,4.512616,0.036923,0.0,0.0,0.0,Accession,,,924.4309,924.94636,0.02928,0.0,5.282049,0.008984,0.0,ASLGEETAF,68.0,75.0,7.0,0.0,28.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaC,0.0,0.0,8.0,4.512616,0.036923,0.0,0.0,0.0,Accession,,,924.4309,924.94636,0.02928,0.0,5.282049,0.008984,0.0,ASLGEETAF,68.0,75.0,7.0,0.0,28.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaN,0.0,0.0,8.0,4.784294,0.031285,0.0,0.0,0.0,Accession,,,1119.5979,1120.322914,0.011923,0.0,5.318166,0.008159,0.0,MVARGTFPQL,119.0,127.0,7.0,0.0,28.0 +91,61,75,74,xxTVTASLGEETAF,SecB WT apo,10.020000000000001,2.568924,13,7.227718,0.036737,0,0,0.3554267059118798,Accession,,,1480.7642,1484.118528,0.1324,0.139441,5.250404,0.010818,0.019376933576420695,RVTVTASLGEETAF,63,75,12.0,4.265120470942557,28,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,10.020000000000001,0.133646,5.0,1.880751,0.035057,0.0,0.0,0.07105991170548359,Accession,,,869.4226,870.146654,0.001867,0.013965,6.432921,0.009821,0.007542440068950751,YCPNILF,104.0,108.0,4.0,0.28423964682193437,38.0,11.0,18.0,17.0,xxIQRIY,dimer_deltaC,30.0,2.194407,6.0,3.642506,0.0147,0.0,0.0,0.602444306200182,Accession,,,967.536,970.253111,0.012771,0.017532,5.135921,0.004862,0.005392374122366405,FQIQRIY,13.0,18.0,5.0,3.0122215310009097,1.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaN,30.0,2.919869,11.0,5.919469,0.103664,0.0,0.0,0.49326535876782185,Accession,,,1237.6311,1241.227102,0.05074,0.050958,5.942935,0.007361,0.012195342811855782,VTASLGEETAFL,66.0,76.0,10.0,4.932653587678218,13.0 +154,61,75,74,xxTVTASLGEETAF,SecB WT apo,30.0,3.203035,13,7.227718,0.036737,0,0,0.44315992959326855,Accession,,,1480.7642,1484.75264,0.021999,0.048969,5.244905,0.006937,0.007139790477143331,RVTVTASLGEETAF,63,75,12.0,5.317919155119222,28,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,30.0,8.042048,13.0,7.945226,0.075043,0.0,0.0,1.0121861857674028,Accession,,,1597.6799,1606.681284,0.040609,0.040856,4.733813,0.005079,0.010855349375444053,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.146234229208833,48.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaC,60.0,5.004605,14.0,8.416065,0.046315,0.0,0.0,0.5946490432286348,Accession,,,1625.7541,1631.636446,0.04744,0.059789,5.6604,0.006344,0.007821630942826962,LDLDTASSQLADDVY,44.0,57.0,13.0,7.730437561972252,19.0,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,dimer_deltaN,60.0,7.476124,15.0,7.418282,0.029146,0.0,0.0,1.0077972231306387,Accession,,,1803.778,1812.246517,0.100283,0.101085,3.835197,0.003862,0.014190100220224102,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.109161123828942,37.0 +217,61,75,74,xxTVTASLGEETAF,SecB WT apo,60.0,3.628008,13,7.227718,0.036737,0,0,0.5019576026624171,Accession,,,1480.7642,1485.177613,0.118346,0.126174,5.249892,0.01527,0.017642417663953348,RVTVTASLGEETAF,63,75,12.0,6.023491231949005,28,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,300.0,3.690748,9.0,4.61559,0.003636,0.0,0.0,0.7996264832881603,Accession,,,1328.6634,1333.109516,0.010917,0.01456,5.498262,0.015238,0.003216804694101966,ISFEAPNAPHVF,23.0,33.0,8.0,6.397011866305283,5.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaC,300.0,4.584237,12.0,5.223489,0.096278,0.0,0.0,0.877619728882362,Accession,,,1624.761,1630.682116,0.029709,0.032023,5.87402,0.01419,0.017298811888593994,GAYCPNILFPAAREC,101.0,114.0,11.0,9.65381701770598,37.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaN,600.0,4.69227,11.0,5.099171,0.025247,0.0,0.0,0.9202025191938061,Accession,,,1521.7519,1527.411841,0.026202,0.026415,5.727736,0.006975,0.006898776159640071,GAYCPNILFPAARE,101.0,113.0,10.0,9.202025191938061,22.0 +280,61,75,74,xxTVTASLGEETAF,SecB WT apo,300.0,3.972681,13,7.227718,0.036737,0,0,0.549645268395917,Accession,,,1480.7642,1485.522285,0.025372,0.050574,5.239583,0.002607,0.00753433239776091,RVTVTASLGEETAF,63,75,12.0,6.595743220751004,28,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,600.0,2.477038,5.0,2.773604,0.024238,0.0,0.0,0.8930755796429481,Accession,,,901.4414,904.399197,0.018624,0.020616,4.509881,0.00312,0.010777632875053003,DWQPEVK,37.0,42.0,4.0,3.5723023185717926,15.0,24.0,33.0,32.0,xxxNApHVF,dimer_deltaC,6000.00048,3.027803,6.0,2.961946,0.018193,0.0,0.0,1.0222343688912627,Accession,,,981.4789,985.043664,0.017466,0.021864,4.854696,0.006634,0.009690821800494732,EAPNAPHVF,27.0,33.0,5.0,5.1111718444563135,10.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +343,61,75,74,xxTVTASLGEETAF,SecB WT apo,600.0,4.253985,13,7.227718,0.036737,0,0,0.5885654365596444,Accession,,,1480.7642,1485.803589,0.010188,0.04492,5.251195,0.007226,0.0068974761232049285,RVTVTASLGEETAF,63,75,12.0,7.062785238715733,28,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,6000.00048,6.534417,14.0,7.681216,0.046195,0.0,0.0,0.8507008525733426,Accession,,,1593.8483,1601.255344,0.106428,0.123446,5.720146,0.009178,0.016865846854616878,RVTVTASLGEETAFL,63.0,76.0,13.0,11.059111083453454,25.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +406,61,75,74,xxTVTASLGEETAF,SecB WT apo,6000.00048,5.20508,13,7.227718,0.036737,0,0,0.7201553796094423,Accession,,,1480.7642,1486.754685,0.042985,0.061333,5.254047,0.004585,0.009241613007183484,RVTVTASLGEETAF,63,75,12.0,8.641864555313308,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +29,61,76,75,xxTVTASLGEETAFL,SecB WT apo,0.0,0.0,14,7.681216,0.046195,0,0,0.0,Accession,,,1593.8483,1594.754368,0.026162,0.0,5.708366,0.009727,0.0,RVTVTASLGEETAFL,63,76,13.0,0.0,29,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,0.0,0.0,9.0,4.82295,0.028983,0.0,0.0,0.0,Accession,,,1037.515,1038.113311,0.022941,0.0,5.898502,0.007399,0.0,ASLGEETAFL,68.0,76.0,8.0,0.0,29.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaC,0.0,0.0,9.0,4.82295,0.028983,0.0,0.0,0.0,Accession,,,1037.515,1038.113311,0.022941,0.0,5.898502,0.007399,0.0,ASLGEETAFL,68.0,76.0,8.0,0.0,29.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaN,0.0,0.0,6.0,2.866933,0.018046,0.0,0.0,0.0,Accession,,,875.4734,875.969543,0.011581,0.0,4.090913,0.010456,0.0,VARGTFPQ,120.0,126.0,5.0,0.0,29.0 +92,61,76,75,xxTVTASLGEETAFL,SecB WT apo,10.020000000000001,2.427884,14,7.681216,0.046195,0,0,0.3160806830585158,Accession,,,1593.8483,1597.182253,0.028011,0.038328,5.713614,0.012706,0.005339656802794577,RVTVTASLGEETAFL,63,76,13.0,4.109048879760705,29,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,10.020000000000001,1.629393,11.0,6.261897,0.065228,0.0,0.0,0.2602075696869495,Accession,,,1390.7511,1393.19596,0.040502,0.042358,5.501969,0.002071,0.007287243916587095,IASMVARGTFPQL,116.0,127.0,10.0,2.602075696869495,39.0,18.0,33.0,32.0,xxDISFEApNApHVF,dimer_deltaC,30.0,2.566765,12.0,5.264543,0.061768,0.0,0.0,0.48755703961388486,Accession,,,1672.8329,1676.412802,0.009313,0.021522,5.125878,0.004267,0.007031063733403459,TKDISFEAPNAPHVF,20.0,33.0,11.0,5.363127435752734,2.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaN,30.0,2.794171,8.0,4.512616,0.036923,0.0,0.0,0.619190952653627,Accession,,,924.4309,927.740531,0.006406,0.029972,5.293148,0.00709,0.008353531587280036,ASLGEETAF,68.0,75.0,7.0,4.334336668575389,14.0 +155,61,76,75,xxTVTASLGEETAFL,SecB WT apo,30.0,2.986513,14,7.681216,0.046195,0,0,0.38880731904948385,Accession,,,1593.8483,1597.740881,0.061384,0.066726,5.707702,0.007447,0.008996108014935743,RVTVTASLGEETAFL,63,76,13.0,5.05449514764329,29,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,30.0,9.230564,17.0,9.473422,0.002415,0.0,0.0,0.9743642793491095,Accession,,,2048.8614,2059.273265,0.03131,0.032315,4.487322,0.005599,0.0034201537212170375,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.589828469585752,49.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaC,60.0,5.101423,15.0,8.797349,0.026752,0.0,0.0,0.5798818484977689,Accession,,,1754.7967,1760.878145,0.060327,0.06271,5.603714,0.007175,0.007343153973957629,LDLDTASSQLADDVYE,44.0,58.0,14.0,8.118345878968764,20.0,141.0,156.0,155.0,xxQQAGEGTEEHQDA,dimer_deltaN,60.0,7.052877,14.0,7.113751,0.03215,0.0,0.0,0.9914427704877496,Accession,,,1640.7147,1648.629587,0.062091,0.06301,3.468627,0.00441,0.009926340446165532,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.888756016340745,38.0 +218,61,76,75,xxTVTASLGEETAFL,SecB WT apo,60.0,3.481813,14,7.681216,0.046195,0,0,0.45328929690299036,Accession,,,1593.8483,1598.236181,0.024065,0.035547,5.710962,0.010948,0.005371028800760179,RVTVTASLGEETAFL,63,76,13.0,5.892760859738875,29,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,300.0,4.413773,10.0,5.560889,0.032429,0.0,0.0,0.7937171556562268,Accession,,,1456.7219,1462.00462,0.019813,0.022806,5.268622,0.016436,0.006184161041774409,ISFEAPNAPHVFQ,23.0,34.0,9.0,7.143454400906041,6.0,101.0,108.0,107.0,xxxNILF,dimer_deltaC,300.0,0.996342,5.0,1.880751,0.035057,0.0,0.0,0.5297575277110048,Accession,,,869.4226,871.00935,0.031083,0.034025,6.451586,0.014704,0.020610650313167753,YCPNILF,104.0,108.0,4.0,2.1190301108440193,38.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaN,600.0,5.179708,12.0,5.223489,0.096278,0.0,0.0,0.9916184374084065,Accession,,,1624.761,1631.277587,0.046465,0.047978,5.864261,0.007469,0.020455394478980173,GAYCPNILFPAAREC,101.0,114.0,11.0,10.907802811492472,23.0 +281,61,76,75,xxTVTASLGEETAFL,SecB WT apo,300.0,3.832563,14,7.681216,0.046195,0,0,0.4989526397903665,Accession,,,1593.8483,1598.586932,0.055439,0.061302,5.702765,0.001351,0.008526249150634477,RVTVTASLGEETAFL,63,76,13.0,6.486384317274765,29,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,600.0,3.324001,8.0,3.461806,0.000977,0.0,0.0,0.9601927433253047,Accession,,,1157.6048,1161.563616,0.029365,0.034263,4.102315,0.00316,0.009901144120709669,QPEVKLDLDT,39.0,47.0,8.0,7.6815419466024375,16.0,24.0,35.0,34.0,xxxNApHVFQK,dimer_deltaC,6000.00048,4.251336,8.0,4.321766,0.016281,0.0,0.0,0.9837034212402985,Accession,,,1237.6324,1242.589282,0.012208,0.022205,4.06532,0.001628,0.0063349483421744094,EAPNAPHVFQK,27.0,35.0,7.0,6.885923948682089,11.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +344,61,76,75,xxTVTASLGEETAFL,SecB WT apo,600.0,4.121411,14,7.681216,0.046195,0,0,0.5365571024171173,Accession,,,1593.8483,1598.875779,0.060867,0.066251,5.717372,0.011094,0.009208932593196035,RVTVTASLGEETAFL,63,76,13.0,6.975242331422525,29,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,6000.00048,3.057496,6.0,3.273373,0.023509,0.0,0.0,0.9340505955172234,Accession,,,690.4032,693.821561,0.021133,0.031542,4.956211,0.005902,0.011741029294906648,VTVTASL,64.0,69.0,5.0,4.670252977586117,26.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +407,61,76,75,xxTVTASLGEETAFL,SecB WT apo,6000.00048,5.113932,14,7.681216,0.046195,0,0,0.6657711487347837,Accession,,,1593.8483,1599.868301,0.015127,0.03022,5.714458,0.002869,0.005613396146114407,RVTVTASLGEETAFL,63,76,13.0,8.655024933552188,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +30,62,69,68,xxVTASL,SecB WT apo,0.0,0.0,6,3.273373,0.023509,0,0,0.0,Accession,,,690.4032,690.753401,0.008764,0.0,4.931635,0.007075,0.0,VTVTASL,64,69,5.0,0.0,30,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,0.0,0.0,9.0,2.452847,0.025554,0.0,0.0,0.0,Accession,,,1093.5347,1094.221076,0.013355,0.0,5.728561,0.008793,0.0,LCEVQQGGIF,77.0,85.0,8.0,0.0,30.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaC,0.0,0.0,9.0,2.452847,0.025554,0.0,0.0,0.0,Accession,,,1093.5347,1094.221076,0.013355,0.0,5.728561,0.008793,0.0,LCEVQQGGIF,77.0,85.0,8.0,0.0,30.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaN,0.0,0.0,7.0,3.886385,0.009917,0.0,0.0,0.0,Accession,,,988.5574,989.075261,0.019299,0.0,5.189964,0.009813,0.0,VARGTFPQL,120.0,127.0,6.0,0.0,30.0 +93,62,69,68,xxVTASL,SecB WT apo,10.020000000000001,0.612599,6,3.273373,0.023509,0,0,0.1871461028119924,Accession,,,690.4032,691.366,0.033612,0.034736,4.939721,0.012611,0.010696463990269144,VTVTASL,64,69,5.0,0.935730514059962,30,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,10.020000000000001,5.057727,17.0,10.369175,0.083226,0.0,0.0,0.48776561298271076,Accession,,,2146.1478,2152.546904,0.045211,0.047997,5.995784,0.006729,0.006062404851098697,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,7.804249807723372,40.0,18.0,34.0,33.0,xxDISFEApNApHVFQ,dimer_deltaC,30.0,3.426827,13.0,6.3179,0.036001,0.0,0.0,0.542399689770335,Accession,,,1800.8915,1805.299301,0.059403,0.060313,4.94444,0.005038,0.010034229755508037,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,6.50879627724402,3.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaN,30.0,2.783195,9.0,4.82295,0.028983,0.0,0.0,0.5770731606174645,Accession,,,1037.515,1040.896505,0.030778,0.038387,5.904494,0.009086,0.008681906126721574,ASLGEETAFL,68.0,76.0,8.0,4.616585284939716,15.0 +156,62,69,68,xxVTASL,SecB WT apo,30.0,1.097,6,3.273373,0.023509,0,0,0.3351283217647363,Accession,,,690.4032,691.8504,0.031472,0.03267,4.933825,0.008732,0.01026664220409248,VTVTASL,64,69,5.0,1.6756416088236814,30,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,30.0,8.667923,16.0,8.866259,0.083961,0.0,0.0,0.9776302496915554,Accession,,,1917.8209,1927.560471,0.058198,0.058556,4.255107,0.005089,0.011372162104185818,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.664453745373331,50.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaC,60.0,2.273362,8.0,4.553624,0.020853,0.0,0.0,0.4992423616881851,Accession,,,949.4473,952.207407,0.029056,0.031517,4.824815,0.005833,0.0072891232308535114,DLDTASSQL,45.0,52.0,7.0,3.494696531817296,21.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaN,300.0,3.738148,9.0,4.541007,0.086153,0.0,0.0,0.8231980263408535,Accession,,,1385.706,1390.304679,0.013328,0.018259,4.698442,0.011592,0.016127196231005836,QKDWQPEVKLD,35.0,44.0,8.0,6.585584210726828,0.0 +219,62,69,68,xxVTASL,SecB WT apo,60.0,1.431379,6,3.273373,0.023509,0,0,0.43727952787537505,Accession,,,690.4032,692.18478,0.015906,0.018161,4.937261,0.01316,0.006375273035915772,VTVTASL,64,69,5.0,2.1863976393768754,30,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,300.0,4.955946,11.0,6.220337,0.064196,0.0,0.0,0.7967327172145175,Accession,,,1584.8169,1590.652594,0.023406,0.02894,4.861651,0.013775,0.009447537524559969,ISFEAPNAPHVFQK,23.0,35.0,10.0,7.9673271721451755,7.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaC,300.0,3.711723,11.0,6.261897,0.065228,0.0,0.0,0.5927473735195581,Accession,,,1390.7511,1395.27829,0.045726,0.047378,5.515759,0.015884,0.009765719589796372,IASMVARGTFPQL,116.0,127.0,10.0,5.927473735195581,39.0,101.0,108.0,107.0,xxxNILF,dimer_deltaN,600.0,1.246326,5.0,1.880751,0.035057,0.0,0.0,0.6626746443309083,Accession,,,869.4226,871.259333,0.002913,0.014143,6.44182,0.008279,0.014461151555769741,YCPNILF,104.0,108.0,4.0,2.650698577323633,24.0 +282,62,69,68,xxVTASL,SecB WT apo,300.0,1.678634,6,3.273373,0.023509,0,0,0.5128147632426857,Accession,,,690.4032,692.432035,0.033904,0.035019,4.929584,0.002846,0.011314349856351711,VTVTASL,64,69,5.0,2.5640738162134284,30,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,600.0,3.717092,9.0,5.63459,0.03405,0.0,0.0,0.6596916545835633,Accession,,,1062.5313,1066.797389,0.010572,0.012277,5.211716,0.007053,0.004543117929630306,LDLDTASSQL,44.0,52.0,8.0,5.277533236668506,17.0,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,dimer_deltaC,6000.00048,7.548848,14.0,8.2421,0.035257,0.0,0.0,0.9158889118064569,Accession,,,2120.056,2128.879933,0.165705,0.16714,4.597945,0.00825,0.020653812174848355,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,11.90655585348394,12.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +345,62,69,68,xxVTASL,SecB WT apo,600.0,1.715831,6,3.273373,0.023509,0,0,0.5241782711594433,Accession,,,690.4032,692.469232,0.022119,0.023792,4.942131,0.007239,0.008185411245257047,VTVTASL,64,69,5.0,2.6208913557972164,30,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,6000.00048,5.440785,11.0,5.919469,0.103664,0.0,0.0,0.9191339628605201,Accession,,,1237.6311,1243.748017,0.072431,0.072583,5.943508,0.007335,0.02023459314135812,VTASLGEETAFL,66.0,76.0,10.0,9.191339628605201,27.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +408,62,69,68,xxVTASL,SecB WT apo,6000.00048,2.068517,6,3.273373,0.023509,0,0,0.6319221793544457,Accession,,,690.4032,692.821918,0.023284,0.024879,4.942763,0.002542,0.008852308485833751,VTVTASL,64,69,5.0,3.1596108967722287,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +31,64,76,75,xxASLGEETAFL,SecB WT apo,0.0,0.0,11,5.919469,0.103664,0,0,0.0,Accession,,,1237.6311,1238.297721,0.031037,0.0,5.936214,0.011706,0.0,VTASLGEETAFL,66,76,10.0,0.0,31,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,0.0,0.0,8.0,2.245694,0.058034,0.0,0.0,0.0,Accession,,,980.4506,981.025996,0.013438,0.0,5.493834,0.00909,0.0,CEVQQGGIF,78.0,85.0,7.0,0.0,31.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaC,0.0,0.0,8.0,2.245694,0.058034,0.0,0.0,0.0,Accession,,,980.4506,981.025996,0.013438,0.0,5.493834,0.00909,0.0,CEVQQGGIF,78.0,85.0,7.0,0.0,31.0,118.0,134.0,133.0,xxRGTFpQLNLApVNF,dimer_deltaN,0.0,0.0,13.0,8.257736,0.024315,0.0,0.0,0.0,Accession,,,1743.9541,1745.009032,0.007244,0.0,5.870244,0.00823,0.0,VARGTFPQLNLAPVNF,120.0,134.0,12.0,0.0,31.0 +94,64,76,75,xxASLGEETAFL,SecB WT apo,10.020000000000001,2.555359,11,5.919469,0.103664,0,0,0.4316872003215153,Accession,,,1237.6311,1240.85308,0.044321,0.054108,5.933431,0.011427,0.011861861866664925,VTASLGEETAFL,66,76,10.0,4.316872003215153,31,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,10.020000000000001,1.833524,9.0,5.327547,0.022525,0.0,0.0,0.34415914115821034,Accession,,,1206.63,1209.207823,0.01653,0.020576,5.374034,0.002008,0.004127210706263463,SMVARGTFPQL,118.0,127.0,8.0,2.7532731292656827,41.0,18.0,35.0,34.0,xxDISFEApNApHVFQK,dimer_deltaC,30.0,3.980239,14.0,6.812215,0.036048,0.0,0.0,0.5842797093162797,Accession,,,1928.9865,1934.103277,0.039376,0.04221,4.616682,0.005151,0.006924774319008842,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,7.595636221111636,4.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaN,30.0,0.22078,9.0,2.452847,0.025554,0.0,0.0,0.09000969077973472,Accession,,,1093.5347,1094.441856,0.021246,0.025094,5.734349,0.008993,0.010273446760192834,LCEVQQGGIF,77.0,85.0,8.0,0.7200775262378778,16.0 +157,64,76,75,xxASLGEETAFL,SecB WT apo,30.0,2.9421,11,5.919469,0.103664,0,0,0.4970209321140122,Accession,,,1237.6311,1241.239821,0.052534,0.061017,5.929581,0.009534,0.013491172848984836,VTASLGEETAFL,66,76,10.0,4.970209321140122,31,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,30.0,7.485765,15.0,7.418282,0.029146,0.0,0.0,1.0090968501871458,Accession,,,1803.778,1812.256159,0.039697,0.041683,3.824846,0.005413,0.0068768726807085815,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.12735590262004,51.0,45.0,52.0,51.0,xxASSQL,dimer_deltaC,60.0,1.518136,6.0,3.201185,0.006567,0.0,0.0,0.47424188230295966,Accession,,,721.3363,723.214429,0.009316,0.017976,4.211864,0.003438,0.00569907270547799,DTASSQL,47.0,52.0,5.0,2.371209411514798,22.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaN,300.0,2.326152,5.0,2.773604,0.024238,0.0,0.0,0.838674879326681,Accession,,,901.4414,904.248311,0.014894,0.017321,4.519526,0.013875,0.009628803958145613,DWQPEVK,37.0,42.0,4.0,3.354699517306724,1.0 +220,64,76,75,xxASLGEETAFL,SecB WT apo,60.0,3.35551,11,5.919469,0.103664,0,0,0.5668599666625503,Accession,,,1237.6311,1241.653231,0.073917,0.080168,5.934974,0.012111,0.016791736595889877,VTASLGEETAFL,66,76,10.0,5.668599666625504,31,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,300.0,7.406484,17.0,10.033722,0.057622,0.0,0.0,0.7381591796145041,Accession,,,2467.2405,2476.151989,0.031998,0.038902,5.028564,0.013589,0.005744761859527318,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,11.810546873832065,8.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaC,300.0,6.973223,17.0,10.369175,0.083226,0.0,0.0,0.6724954492522307,Accession,,,2146.1478,2154.462401,0.078271,0.079913,6.009157,0.014863,0.009408989475899724,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,10.759927188035691,40.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaN,600.0,4.166366,11.0,6.261897,0.065228,0.0,0.0,0.6653520490675588,Accession,,,1390.7511,1395.732933,0.053717,0.05513,5.506715,0.005173,0.01120474490253714,IASMVARGTFPQL,116.0,127.0,10.0,6.6535204906755885,25.0 +283,64,76,75,xxASLGEETAFL,SecB WT apo,300.0,3.608118,11,5.919469,0.103664,0,0,0.6095340646264048,Accession,,,1237.6311,1241.905839,0.047012,0.056333,5.923419,0.002155,0.014300616814633134,VTASLGEETAFL,66,76,10.0,6.095340646264048,31,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,600.0,5.244944,12.0,6.94944,0.074753,0.0,0.0,0.7547290141363909,Accession,,,1363.6223,1369.571277,0.012341,0.017086,5.029031,0.008783,0.008482513261277766,LDLDTASSQLADD,44.0,55.0,11.0,8.3020191555003,18.0,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,dimer_deltaC,6000.00048,8.730548,15.0,8.993855,0.080943,0.0,0.0,0.9707236774442106,Accession,,,2233.14,2243.208436,0.02688,0.036725,5.028354,0.005808,0.00964350347426768,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,13.590131484218949,13.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +346,64,76,75,xxASLGEETAFL,SecB WT apo,600.0,3.827471,11,5.919469,0.103664,0,0,0.646590260038527,Accession,,,1237.6311,1242.125192,0.100593,0.105272,5.937995,0.010016,0.02108292107855547,VTASLGEETAFL,66,76,10.0,6.46590260038527,31,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,6000.00048,4.339599,8.0,4.512616,0.036923,0.0,0.0,0.961659268149561,Accession,,,924.4309,929.285959,0.034198,0.04502,5.299625,0.006207,0.012706011817733098,ASLGEETAF,68.0,75.0,7.0,6.731614877046927,28.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +409,64,76,75,xxASLGEETAFL,SecB WT apo,6000.00048,4.657349,11,5.919469,0.103664,0,0,0.7867849295266179,Accession,,,1237.6311,1242.95507,0.065291,0.072293,5.938012,0.00348,0.01841189118356526,VTASLGEETAFL,66,76,10.0,7.867849295266179,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32,66,75,74,xxLGEETAF,SecB WT apo,0.0,0.0,8,4.512616,0.036923,0,0,0.0,Accession,,,924.4309,924.969276,0.019006,0.0,5.291991,0.011922,0.0,ASLGEETAF,68,75,7.0,0.0,32,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,0.0,0.0,6.0,1.481827,0.023424,0.0,0.0,0.0,Accession,,,748.3988,748.784473,0.009136,0.0,5.388898,0.009697,0.0,VQQGGIF,80.0,85.0,5.0,0.0,32.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaC,0.0,0.0,6.0,1.481827,0.023424,0.0,0.0,0.0,Accession,,,748.3988,748.784473,0.009136,0.0,5.388898,0.009697,0.0,VQQGGIF,80.0,85.0,5.0,0.0,32.0,127.0,134.0,133.0,xxApVNF,dimer_deltaN,0.0,0.0,5.0,2.709472,0.019689,0.0,0.0,0.0,Accession,,,774.4145,774.801666,0.011261,0.0,5.482912,0.009183,0.0,NLAPVNF,129.0,134.0,4.0,0.0,32.0 +95,66,75,74,xxLGEETAF,SecB WT apo,10.020000000000001,2.505723,8,4.512616,0.036923,0,0,0.5552706013540705,Accession,,,924.4309,927.475,0.021243,0.028504,5.298938,0.010255,0.007780751601905846,ASLGEETAF,68,75,7.0,3.886894209478493,32,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,10.020000000000001,1.776765,8.0,4.784294,0.031285,0.0,0.0,0.3713745434540603,Accession,,,1119.5979,1122.099679,0.022132,0.02514,5.326252,0.001697,0.005788714074231743,MVARGTFPQL,119.0,127.0,7.0,2.599621804178422,42.0,21.0,33.0,32.0,xxFEApNApHVF,dimer_deltaC,30.0,2.798844,9.0,4.61559,0.003636,0.0,0.0,0.6063892156799022,Accession,,,1328.6634,1332.217612,0.018595,0.020943,5.483529,0.008605,0.004562523963469962,ISFEAPNAPHVF,23.0,33.0,8.0,4.851113725439218,5.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaN,30.0,0.242153,8.0,2.245694,0.058034,0.0,0.0,0.10782991805651172,Accession,,,980.4506,981.268149,0.007113,0.015205,5.50693,0.008415,0.007321739926735047,CEVQQGGIF,78.0,85.0,7.0,0.754809426395582,17.0 +158,66,75,74,xxLGEETAF,SecB WT apo,30.0,2.84493,8,4.512616,0.036923,0,0,0.6304391953580806,Accession,,,924.4309,927.814206,0.052246,0.055595,5.293805,0.00883,0.013356225302172273,ASLGEETAF,68,75,7.0,4.413074367506564,32,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,30.0,7.017586,14.0,7.113751,0.03215,0.0,0.0,0.986481815289852,Accession,,,1640.7147,1648.594296,0.030587,0.032411,3.457159,0.005123,0.0063745375928128,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.824263598768077,52.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaC,60.0,1.365183,7.0,3.776811,0.029739,0.0,0.0,0.36146447359955264,Accession,,,846.5043,848.320349,0.045398,0.049072,4.623688,0.00708,0.013301061152326474,RVTVTASL,63.0,69.0,6.0,2.1687868415973157,23.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaN,300.0,3.209031,8.0,3.461806,0.000977,0.0,0.0,0.9269817546101659,Accession,,,1157.6048,1161.448646,0.026355,0.031721,4.117228,0.009645,0.009166870142261207,QPEVKLDLDT,39.0,47.0,8.0,7.415854036881327,2.0 +221,66,75,74,xxLGEETAF,SecB WT apo,60.0,3.117615,8,4.512616,0.036923,0,0,0.6908664508568865,Accession,,,924.4309,928.086892,0.034027,0.038975,5.3006,0.010574,0.010322306162009368,ASLGEETAF,68,75,7.0,4.836065155998205,32,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,300.0,8.690718,18.0,10.774211,0.021003,0.0,0.0,0.8066222204113137,Accession,,,2580.3245,2590.602891,0.056307,0.057662,5.321832,0.014752,0.005578065343188851,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,13.712577746992332,9.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaC,300.0,3.660907,9.0,5.327547,0.022525,0.0,0.0,0.6871655942218811,Accession,,,1206.63,1211.035206,0.031874,0.034148,5.388234,0.01531,0.007037427331806367,SMVARGTFPQL,118.0,127.0,8.0,5.4973247537750485,41.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaN,600.0,7.457519,17.0,10.369175,0.083226,0.0,0.0,0.7192008043069964,Accession,,,2146.1478,2154.946697,0.091167,0.09258,5.999662,0.008303,0.010631932931958807,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,11.507212868911942,26.0 +284,66,75,74,xxLGEETAF,SecB WT apo,300.0,3.355997,8,4.512616,0.036923,0,0,0.7436921289114783,Accession,,,924.4309,928.325273,0.028874,0.034568,5.288507,0.003759,0.00978302879253631,ASLGEETAF,68,75,7.0,5.205844902380348,32,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,600.0,5.73126,14.0,8.416065,0.046315,0.0,0.0,0.6809904628825942,Accession,,,1625.7541,1632.363102,0.029001,0.046532,5.654105,0.004907,0.0066793574160039434,LDLDTASSQLADDVY,44.0,57.0,13.0,8.852876017473726,19.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaC,6000.00048,4.424972,9.0,4.541007,0.086153,0.0,0.0,0.9744472977029106,Accession,,,1385.706,1390.991503,0.046441,0.048089,4.690126,0.006126,0.02130568021256627,QKDWQPEVKLD,35.0,44.0,8.0,7.795578381623285,14.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +347,66,75,74,xxLGEETAF,SecB WT apo,600.0,3.434533,8,4.512616,0.036923,0,0,0.761095781249723,Accession,,,924.4309,928.403809,0.030546,0.035977,5.302058,0.007228,0.010116425751713645,ASLGEETAF,68,75,7.0,5.327670468748061,32,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,6000.00048,4.657553,9.0,4.82295,0.028983,0.0,0.0,0.9657062586176511,Accession,,,1037.515,1042.770864,0.028208,0.036359,5.905697,0.007416,0.009513731706464853,ASLGEETAFL,68.0,76.0,8.0,7.725650068941209,29.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +410,66,75,74,xxLGEETAF,SecB WT apo,6000.00048,4.144044,8,4.512616,0.036923,0,0,0.9183240940509895,Accession,,,924.4309,929.11332,0.063138,0.065936,5.302276,0.00296,0.016430271916061875,ASLGEETAF,68,75,7.0,6.428268658356926,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +33,66,76,75,xxLGEETAFL,SecB WT apo,0.0,0.0,9,4.82295,0.028983,0,0,0.0,Accession,,,1037.515,1038.170153,0.00597,0.0,5.905762,0.010837,0.0,ASLGEETAFL,68,76,8.0,0.0,33,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,0.0,0.0,8.0,4.718741,0.031945,0.0,0.0,0.0,Accession,,,875.4469,875.903522,0.019962,0.0,4.536653,0.006829,0.0,SIAGIEGTQ,87.0,94.0,7.0,0.0,33.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaC,0.0,0.0,8.0,4.718741,0.031945,0.0,0.0,0.0,Accession,,,875.4469,875.903522,0.019962,0.0,4.536653,0.006829,0.0,SIAGIEGTQ,87.0,94.0,7.0,0.0,33.0,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,dimer_deltaN,0.0,0.0,18.0,9.445908,0.065306,0.0,0.0,0.0,Accession,,,2195.9298,2197.262151,0.009862,0.0,4.994012,0.008488,0.0,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,0.0,33.0 +96,66,76,75,xxLGEETAFL,SecB WT apo,10.020000000000001,2.49515,9,4.82295,0.028983,0,0,0.5173493401341503,Accession,,,1037.515,1040.665303,0.022772,0.023542,5.899014,0.011144,0.005787240672182436,ASLGEETAFL,68,76,8.0,4.138794721073203,33,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,10.020000000000001,1.147822,6.0,2.866933,0.018046,0.0,0.0,0.40036582647728425,Accession,,,875.4734,877.117366,0.019744,0.02289,4.107321,0.002195,0.008372425192022968,VARGTFPQ,120.0,126.0,5.0,2.0018291323864212,43.0,21.0,34.0,33.0,xxFEApNApHVFQ,dimer_deltaC,30.0,3.465349,10.0,5.560889,0.032429,0.0,0.0,0.6231645695499406,Accession,,,1456.7219,1461.056196,0.022596,0.025261,5.25148,0.007499,0.0058173687199572,ISFEAPNAPHVFQ,23.0,34.0,9.0,5.608481125949465,6.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaN,30.0,0.18471,6.0,1.481827,0.023424,0.0,0.0,0.12465017846212818,Accession,,,748.3988,748.969183,0.003546,0.0098,5.403124,0.008354,0.006900748809555226,VQQGGIF,80.0,85.0,5.0,0.6232508923106409,18.0 +159,66,76,75,xxLGEETAFL,SecB WT apo,30.0,2.7357,9,4.82295,0.028983,0,0,0.5672254533014027,Accession,,,1037.515,1040.905853,0.041942,0.042365,5.897067,0.009713,0.009422235035593992,ASLGEETAFL,68,76,8.0,4.537803626411222,33,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,60.0,3.476958,8.0,5.0734,0.020042,0.0,0.0,0.6853309417747467,Accession,,,1199.6241,1203.878867,0.032912,0.037332,5.521878,0.007885,0.007840625882583663,MTFQIQRIY,11.0,18.0,7.0,4.797316592423227,0.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaC,60.0,3.482426,13.0,7.227718,0.036737,0.0,0.0,0.4818154222397719,Accession,,,1480.7642,1485.09655,0.044359,0.056852,5.262732,0.002888,0.008238247725924297,RVTVTASLGEETAF,63.0,75.0,12.0,5.781785066877263,24.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaN,300.0,3.436532,9.0,5.63459,0.03405,0.0,0.0,0.6098992118326267,Accession,,,1062.5313,1066.516829,0.050236,0.050622,5.223983,0.014424,0.009710761302631614,LDLDTASSQL,44.0,52.0,8.0,4.879193694661014,3.0 +222,66,76,75,xxLGEETAFL,SecB WT apo,60.0,2.959804,9,4.82295,0.028983,0,0,0.6136916202738988,Accession,,,1037.515,1041.129958,0.01136,0.012833,5.902895,0.012169,0.004547600446981816,ASLGEETAFL,68,76,8.0,4.90953296219119,33,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,300.0,3.012865,6.0,2.961946,0.018193,0.0,0.0,1.0171910629025647,Accession,,,981.4789,985.028726,0.016392,0.021016,4.862589,0.013638,0.009454060249215432,EAPNAPHVF,27.0,33.0,5.0,5.085955314512823,10.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaC,300.0,3.667749,8.0,4.784294,0.031285,0.0,0.0,0.7666228287810072,Accession,,,1119.5979,1123.990663,0.045767,0.047295,5.342578,0.016008,0.011083906292403366,MVARGTFPQL,119.0,127.0,7.0,5.36635980146705,42.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaN,600.0,4.123986,9.0,5.327547,0.022525,0.0,0.0,0.7740872112437488,Accession,,,1206.63,1211.498285,0.027981,0.030546,5.375842,0.007318,0.0066019489336817255,SMVARGTFPQL,118.0,127.0,8.0,6.19269768994999,27.0 +285,66,76,75,xxLGEETAFL,SecB WT apo,300.0,3.194593,9,4.82295,0.028983,0,0,0.662373236297287,Accession,,,1037.515,1041.364746,0.041903,0.042327,5.890946,0.001535,0.009636655140211833,ASLGEETAFL,68,76,8.0,5.298985890378296,33,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,600.0,5.864894,15.0,8.797349,0.026752,0.0,0.0,0.6666660604234298,Accession,,,1754.7967,1761.641615,0.04907,0.051972,5.597144,0.005828,0.0062458492507967475,LDLDTASSQLADDVYE,44.0,58.0,14.0,9.333324845928017,20.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaC,6000.00048,2.870613,5.0,2.773604,0.024238,0.0,0.0,1.0349757932278725,Accession,,,901.4414,904.792772,0.002837,0.009286,4.512609,0.005075,0.009644234069064178,DWQPEVK,37.0,42.0,4.0,4.13990317291149,15.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +348,66,76,75,xxLGEETAFL,SecB WT apo,600.0,3.328224,9,4.82295,0.028983,0,0,0.6900805523590334,Accession,,,1037.515,1041.498377,0.018604,0.019538,5.905404,0.009034,0.005797267027746627,ASLGEETAFL,68,76,8.0,5.520644418872267,33,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,6000.00048,2.969645,9.0,2.452847,0.025554,0.0,0.0,1.2106931251725035,Accession,,,1093.5347,1097.19072,0.080499,0.0816,5.738393,0.008548,0.03557829341325947,LCEVQQGGIF,77.0,85.0,8.0,9.685545001380028,30.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +411,66,76,75,xxLGEETAFL,SecB WT apo,6000.00048,3.930713,9,4.82295,0.028983,0,0,0.8150018142423207,Accession,,,1037.515,1042.100866,0.022963,0.023726,5.906348,0.002697,0.006941727883834274,ASLGEETAFL,68,76,8.0,6.520014513938565,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34,75,85,84,xxEVQQGGIF,SecB WT apo,0.0,0.0,9,2.452847,0.025554,0,0,0.0,Accession,,,1093.5347,1094.233897,0.010189,0.0,5.733692,0.011061,0.0,LCEVQQGGIF,77,85,8.0,0.0,34,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,0.0,0.0,6.0,3.27942,0.02358,0.0,0.0,0.0,Accession,,,850.4128,850.962345,0.021516,0.0,5.695944,0.010031,0.0,GAYCPNIL,101.0,107.0,5.0,0.0,34.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaC,0.0,0.0,6.0,3.27942,0.02358,0.0,0.0,0.0,Accession,,,850.4128,850.962345,0.021516,0.0,5.695944,0.010031,0.0,GAYCPNIL,101.0,107.0,5.0,0.0,34.0,138.0,152.0,151.0,xxYLQQQAGEGTEE,dimer_deltaN,0.0,0.0,13.0,7.945226,0.075043,0.0,0.0,0.0,Accession,,,1597.6799,1598.639236,0.004482,0.0,4.737464,0.008209,0.0,MNYLQQQAGEGTEE,140.0,152.0,12.0,0.0,34.0 +97,75,85,84,xxEVQQGGIF,SecB WT apo,10.020000000000001,0.206786,9,2.452847,0.025554,0,0,0.08430448372849998,Accession,,,1093.5347,1094.440682,0.021012,0.023352,5.73381,0.012388,0.009560792700702135,LCEVQQGGIF,77,85,8.0,0.6744358698279999,34,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,10.020000000000001,1.852764,7.0,3.886385,0.009917,0.0,0.0,0.476731975859314,Accession,,,988.5574,990.928025,0.025471,0.031957,5.208857,0.001806,0.008312305983511964,VARGTFPQL,120.0,127.0,6.0,2.860391855155884,44.0,21.0,35.0,34.0,xxFEApNApHVFQK,dimer_deltaC,30.0,4.044798,11.0,6.220337,0.064196,0.0,0.0,0.6502538367294248,Accession,,,1584.8169,1589.741446,0.019936,0.026214,4.849809,0.002599,0.007924343574093436,ISFEAPNAPHVFQK,23.0,35.0,10.0,6.502538367294248,7.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaN,30.0,4.097712,8.0,4.718741,0.031945,0.0,0.0,0.868390954282085,Accession,,,875.4469,880.001234,0.03778,0.042729,4.534247,0.006589,0.010796153020734674,SIAGIEGTQ,87.0,94.0,7.0,6.078736679974595,19.0 +160,75,85,84,xxEVQQGGIF,SecB WT apo,30.0,0.205364,9,2.452847,0.025554,0,0,0.0837247492403725,Accession,,,1093.5347,1094.439261,0.027072,0.028926,5.729263,0.007869,0.011825040809262777,LCEVQQGGIF,77,85,8.0,0.66979799392298,34,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,60.0,2.407461,6.0,3.642506,0.0147,0.0,0.0,0.6609353560433394,Accession,,,967.536,970.466165,0.015722,0.019786,5.146227,0.006042,0.0060515265871750505,FQIQRIY,13.0,18.0,5.0,3.304676780216697,1.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaC,60.0,3.362499,14.0,7.681216,0.046195,0.0,0.0,0.4377560792457861,Accession,,,1593.8483,1598.083426,0.016181,0.064606,5.72512,0.007586,0.008813305077712554,RVTVTASLGEETAFL,63.0,76.0,13.0,5.690829030195219,25.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaN,300.0,4.957632,12.0,6.94944,0.074753,0.0,0.0,0.7133858267716535,Accession,,,1363.6223,1369.283965,0.091715,0.092473,5.040007,0.013148,0.015360639971027611,LDLDTASSQLADD,44.0,55.0,11.0,7.847244094488189,4.0 +223,75,85,84,xxEVQQGGIF,SecB WT apo,60.0,0.197006,9,2.452847,0.025554,0,0,0.08031728028694818,Accession,,,1093.5347,1094.430902,0.017266,0.020049,5.735534,0.01114,0.008216484888887812,LCEVQQGGIF,77,85,8.0,0.6425382422955854,34,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,300.0,4.248083,8.0,4.321766,0.016281,0.0,0.0,0.9829507196826482,Accession,,,1237.6324,1242.586029,0.018601,0.026268,4.063967,0.006089,0.007117233965785428,EAPNAPHVFQK,27.0,35.0,7.0,6.880655037778538,11.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaC,300.0,2.80597,6.0,2.866933,0.018046,0.0,0.0,0.9787358128006479,Accession,,,875.4734,878.775513,0.015811,0.019599,4.112467,0.006727,0.009202608134119142,VARGTFPQ,120.0,126.0,5.0,4.89367906400324,43.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaN,600.0,3.987167,8.0,4.784294,0.031285,0.0,0.0,0.8333867024058303,Accession,,,1119.5979,1124.310082,0.016821,0.020618,5.329775,0.007063,0.006947669851284191,MVARGTFPQL,119.0,127.0,7.0,5.833706916840812,28.0 +286,75,85,84,xxEVQQGGIF,SecB WT apo,300.0,0.230177,9,2.452847,0.025554,0,0,0.09384074913763475,Accession,,,1093.5347,1094.464074,0.012419,0.016064,5.724709,0.001019,0.006621692665700025,LCEVQQGGIF,77,85,8.0,0.750725993101078,34,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,600.0,2.859737,8.0,4.553624,0.020853,0.0,0.0,0.6280134240332534,Accession,,,949.4473,952.793782,0.005115,0.013236,4.822143,0.004704,0.004089001102506556,DLDTASSQL,45.0,52.0,7.0,4.396093968232774,21.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaC,6000.00048,3.733378,8.0,3.461806,0.000977,0.0,0.0,1.0784480701691546,Accession,,,1157.6048,1161.972993,0.017672,0.024979,4.111714,0.002711,0.0072220142013354515,QPEVKLDLDT,39.0,47.0,8.0,8.627584561353236,16.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +349,75,85,84,xxEVQQGGIF,SecB WT apo,600.0,0.298865,9,2.452847,0.025554,0,0,0.12184412643756418,Accession,,,1093.5347,1094.532761,0.02633,0.028233,5.737679,0.008772,0.011580081892079,LCEVQQGGIF,77,85,8.0,0.9747530115005134,34,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,6000.00048,2.722656,8.0,2.245694,0.058034,0.0,0.0,1.2123895775648865,Accession,,,980.4506,983.748652,0.060591,0.062063,5.511573,0.007287,0.0417780333641294,CEVQQGGIF,78.0,85.0,7.0,8.486727042954206,31.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +412,75,85,84,xxEVQQGGIF,SecB WT apo,6000.00048,0.778771,9,2.452847,0.025554,0,0,0.3174967700798296,Accession,,,1093.5347,1095.012668,0.014059,0.017363,5.737707,0.002436,0.007813394872795473,LCEVQQGGIF,77,85,8.0,2.539974160638637,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +35,76,85,84,xxVQQGGIF,SecB WT apo,0.0,0.0,8,2.245694,0.058034,0,0,0.0,Accession,,,980.4506,981.068573,0.003638,0.0,5.505928,0.012573,0.0,CEVQQGGIF,78,85,7.0,0.0,35,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,0.0,0.0,7.0,3.337438,0.025744,0.0,0.0,0.0,Accession,,,997.4812,998.139606,0.022822,0.0,6.384698,0.009706,0.0,GAYCPNILF,101.0,108.0,6.0,0.0,35.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaC,0.0,0.0,7.0,3.337438,0.025744,0.0,0.0,0.0,Accession,,,997.4812,998.139606,0.022822,0.0,6.384698,0.009706,0.0,GAYCPNILF,101.0,108.0,6.0,0.0,35.0,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,dimer_deltaN,0.0,0.0,17.0,9.473422,0.002415,0.0,0.0,0.0,Accession,,,2048.8614,2050.042701,0.007994,0.0,4.490222,0.007607,0.0,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,0.0,35.0 +98,76,85,84,xxVQQGGIF,SecB WT apo,10.020000000000001,0.220227,8,2.245694,0.058034,0,0,0.09806634385628675,Accession,,,980.4506,981.2888,0.027091,0.027334,5.50864,0.011003,0.012432767693253122,CEVQQGGIF,78,85,7.0,0.6864644069940072,35,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,10.020000000000001,5.703015,13.0,8.257736,0.024315,0.0,0.0,0.6906269466594718,Accession,,,1743.9541,1750.712047,0.024146,0.025209,5.87031,0.005067,0.0036680772097907187,VARGTFPQLNLAPVNF,120.0,134.0,12.0,8.287523359913662,45.0,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,dimer_deltaC,30.0,5.774413,17.0,10.033722,0.057622,0.0,0.0,0.5755005968871771,Accession,,,2467.2405,2474.519918,0.069555,0.072989,5.013088,0.005685,0.007989962694651529,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,9.208009550194834,8.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaN,30.0,1.215299,6.0,3.27942,0.02358,0.0,0.0,0.37058351781717497,Accession,,,850.4128,852.177643,0.018513,0.028384,5.70213,0.009518,0.009056070758833312,GAYCPNIL,101.0,107.0,5.0,1.852917589085875,20.0 +161,76,85,84,xxVQQGGIF,SecB WT apo,30.0,0.198458,8,2.245694,0.058034,0,0,0.08837268122905437,Accession,,,980.4506,981.267031,0.017382,0.017759,5.504968,0.008503,0.008231183195522048,CEVQQGGIF,78,85,7.0,0.6186087686033805,35,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,60.0,3.230607,12.0,5.264543,0.061768,0.0,0.0,0.6136538347203166,Accession,,,1672.8329,1677.076644,0.028483,0.034464,5.134156,0.005724,0.009731102912850242,TKDISFEAPNAPHVF,20.0,33.0,11.0,6.750192181923483,2.0,62.0,69.0,68.0,xxVTASL,dimer_deltaC,60.0,1.485798,6.0,3.273373,0.023509,0.0,0.0,0.45390427549808715,Accession,,,690.4032,692.249863,0.031299,0.039089,4.95476,0.004384,0.012378466122614262,VTVTASL,64.0,69.0,5.0,2.269521377490436,26.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaN,300.0,5.418593,14.0,8.416065,0.046315,0.0,0.0,0.643839252667369,Accession,,,1625.7541,1632.050435,0.041469,0.055171,5.664441,0.01412,0.007451692434450311,LDLDTASSQLADDVY,44.0,57.0,13.0,8.369910284675797,5.0 +224,76,85,84,xxVQQGGIF,SecB WT apo,60.0,0.211534,8,2.245694,0.058034,0,0,0.09419538013638547,Accession,,,980.4506,981.280107,0.03485,0.03504,5.512583,0.011892,0.015791933015087363,CEVQQGGIF,78,85,7.0,0.6593676609546982,35,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,300.0,6.868613,14.0,8.2421,0.035257,0.0,0.0,0.8333571541233422,Accession,,,2120.056,2128.199698,0.045843,0.050788,4.603805,0.013559,0.007118884410952662,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,10.833643003603449,12.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaC,300.0,3.515613,7.0,3.886385,0.009917,0.0,0.0,0.9045972027990021,Accession,,,988.5574,992.590874,0.023869,0.030695,5.222932,0.014465,0.008228483305811126,VARGTFPQL,120.0,127.0,6.0,5.427583216794012,44.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaN,600.0,3.084413,6.0,2.866933,0.018046,0.0,0.0,1.0758580685352606,Accession,,,875.4734,879.053956,0.020518,0.023561,4.099621,0.001878,0.010648893586375564,VARGTFPQ,120.0,126.0,5.0,5.379290342676303,29.0 +287,76,85,84,xxVQQGGIF,SecB WT apo,300.0,0.23393,8,2.245694,0.058034,0,0,0.1041682437589449,Accession,,,980.4506,981.302503,0.009161,0.009857,5.501113,0.004389,0.005149025361870958,CEVQQGGIF,78,85,7.0,0.7291777063126144,35,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,600.0,1.985412,6.0,3.201185,0.006567,0.0,0.0,0.6202115779000589,Accession,,,721.3363,723.681705,0.043556,0.046189,4.209094,0.006576,0.01448470706953156,DTASSQL,47.0,52.0,5.0,3.1010578895002943,22.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaC,6000.00048,4.911472,9.0,5.63459,0.03405,0.0,0.0,0.8716644866795986,Accession,,,1062.5313,1067.991769,0.026987,0.027699,5.212586,0.00585,0.0072050286032986745,LDLDTASSQL,44.0,52.0,8.0,6.973315893436789,17.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +350,76,85,84,xxVQQGGIF,SecB WT apo,600.0,0.291119,8,2.245694,0.058034,0,0,0.12963431349061805,Accession,,,980.4506,981.359692,0.008343,0.009102,5.515502,0.007909,0.005258365283132613,CEVQQGGIF,78,85,7.0,0.9074401944343263,35,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,6000.00048,1.854198,6.0,1.481827,0.023424,0.0,0.0,1.2512918174658716,Accession,,,748.3988,750.638671,0.003243,0.009694,5.407504,0.007121,0.020833572359649697,VQQGGIF,80.0,85.0,5.0,6.2564590873293575,32.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +413,76,85,84,xxVQQGGIF,SecB WT apo,6000.00048,0.774915,8,2.245694,0.058034,0,0,0.34506704831557644,Accession,,,980.4506,981.843488,0.121699,0.121753,5.513577,0.002135,0.05494465913457017,CEVQQGGIF,78,85,7.0,2.415469338209035,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +36,78,85,84,xxQGGIF,SecB WT apo,0.0,0.0,6,1.481827,0.023424,0,0,0.0,Accession,,,748.3988,748.806909,0.014193,0.0,5.400978,0.007308,0.0,VQQGGIF,80,85,5.0,0.0,36,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,0.0,0.0,11.0,5.099171,0.025247,0.0,0.0,0.0,Accession,,,1521.7519,1522.71957,0.00335,0.0,5.719765,0.009554,0.0,GAYCPNILFPAARE,101.0,113.0,10.0,0.0,36.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaC,0.0,0.0,11.0,5.099171,0.025247,0.0,0.0,0.0,Accession,,,1521.7519,1522.71957,0.00335,0.0,5.719765,0.009554,0.0,GAYCPNILFPAARE,101.0,113.0,10.0,0.0,36.0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,dimer_deltaN,0.0,0.0,16.0,8.866259,0.083961,0.0,0.0,0.0,Accession,,,1917.8209,1918.892548,0.006464,0.0,4.260242,0.008125,0.0,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,0.0,36.0 +99,78,85,84,xxQGGIF,SecB WT apo,10.020000000000001,0.246831,6,1.481827,0.023424,0,0,0.16657207622752182,Accession,,,748.3988,749.05374,0.020349,0.02481,5.407937,0.009775,0.016948629097690026,VQQGGIF,80,85,5.0,0.8328603811376091,36,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,10.020000000000001,2.781879,5.0,2.709472,0.019689,0.0,0.0,1.026723656860082,Accession,,,774.4145,777.583545,0.006802,0.013156,5.489735,0.002514,0.00890178755762424,NLAPVNF,129.0,134.0,4.0,4.106894627440328,46.0,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,dimer_deltaC,30.0,6.982305,18.0,10.774211,0.021003,0.0,0.0,0.6480571988055552,Accession,,,2580.3245,2588.894478,0.035723,0.037823,5.307579,0.009264,0.0037309038020305,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,11.016972379694439,9.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaN,30.0,1.308414,7.0,3.337438,0.025744,0.0,0.0,0.3920414401705739,Accession,,,997.4812,999.448019,0.030864,0.038385,6.396407,0.010771,0.011892261453738482,GAYCPNILF,101.0,108.0,6.0,2.3522486410234436,21.0 +162,78,85,84,xxQGGIF,SecB WT apo,30.0,0.247085,6,1.481827,0.023424,0,0,0.16674348625041924,Accession,,,748.3988,749.053994,0.007423,0.016017,5.403757,0.00849,0.011125687813479014,VQQGGIF,80,85,5.0,0.8337174312520962,36,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,60.0,4.057584,13.0,6.3179,0.036001,0.0,0.0,0.6422361860744868,Accession,,,1800.8915,1805.930059,0.081511,0.082176,4.953817,0.002463,0.013511887151808304,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,7.706834232893842,3.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaC,60.0,3.414061,11.0,5.919469,0.103664,0.0,0.0,0.576751225489989,Accession,,,1237.6311,1241.721293,0.050466,0.050685,5.948404,0.006859,0.01324125762166352,VTASLGEETAFL,66.0,76.0,10.0,5.7675122548998905,27.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaN,300.0,5.550497,15.0,8.797349,0.026752,0.0,0.0,0.6309283626237858,Accession,,,1754.7967,1761.327218,0.059999,0.062394,5.607937,0.015669,0.007347288729393858,LDLDTASSQLADDVYE,44.0,58.0,14.0,8.832997076733001,6.0 +225,78,85,84,xxQGGIF,SecB WT apo,60.0,0.252103,6,1.481827,0.023424,0,0,0.17012984646655785,Accession,,,748.3988,749.059012,0.011359,0.018179,5.411002,0.013625,0.012559276679969946,VQQGGIF,80,85,5.0,0.8506492323327892,36,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,300.0,8.06274,15.0,8.993855,0.080943,0.0,0.0,0.8964720912222846,Accession,,,2233.14,2242.540628,0.042785,0.049566,5.041427,0.013143,0.009770675205732438,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,12.550609277111985,13.0,9.0,18.0,17.0,xxFQIQRIY,dimer_deltaC,600.0,4.61652,8.0,5.0734,0.020042,0.0,0.0,0.9099459928253243,Accession,,,1199.6241,1205.018429,0.044812,0.048152,5.516628,0.004647,0.01014898989457023,MTFQIQRIY,11.0,18.0,7.0,6.36962194977727,0.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaN,600.0,3.800609,7.0,3.886385,0.009917,0.0,0.0,0.9779291037815347,Accession,,,988.5574,992.87587,0.001707,0.019374,5.210611,0.007256,0.0055747866215560314,VARGTFPQL,120.0,127.0,6.0,5.867574622689208,30.0 +288,78,85,84,xxQGGIF,SecB WT apo,300.0,0.238117,6,1.481827,0.023424,0,0,0.16069149772544297,Accession,,,748.3988,749.045026,0.012396,0.018844,5.398332,0.004651,0.012967945202209358,VQQGGIF,80,85,5.0,0.8034574886272149,36,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,600.0,2.202269,7.0,3.776811,0.029739,0.0,0.0,0.5831027816853954,Accession,,,846.5043,849.157436,0.032877,0.037788,4.619745,0.002409,0.011008470132326111,RVTVTASL,63.0,69.0,6.0,3.4986166901123728,23.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaC,6000.00048,6.297878,12.0,6.94944,0.074753,0.0,0.0,0.9062425173826956,Accession,,,1363.6223,1370.624211,0.022885,0.025755,5.027095,0.006761,0.010428888871061638,LDLDTASSQLADD,44.0,55.0,11.0,9.968667691209651,18.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +351,78,85,84,xxQGGIF,SecB WT apo,600.0,0.307286,6,1.481827,0.023424,0,0,0.20736968620493484,Accession,,,748.3988,749.114195,0.00755,0.016076,5.41209,0.005881,0.011333185077022407,VQQGGIF,80,85,5.0,1.0368484310246742,36,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,6000.00048,4.5613,8.0,4.718741,0.031945,0.0,0.0,0.96663495623091,Accession,,,875.4469,880.464822,0.013623,0.024168,4.543502,0.004216,0.008309933950204575,SIAGIEGTQ,87.0,94.0,7.0,6.76644469361637,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +414,78,85,84,xxQGGIF,SecB WT apo,6000.00048,0.549687,6,1.481827,0.023424,0,0,0.37095220967089954,Accession,,,748.3988,749.356596,0.001912,0.014321,5.412461,0.002927,0.011304227488656449,VQQGGIF,80,85,5.0,1.8547610483544976,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +37,85,94,93,xxAGIEGTQ,SecB WT apo,0.0,0.0,8,4.718741,0.031945,0,0,0.0,Accession,,,875.4469,875.900913,0.007642,0.0,4.540678,0.007549,0.0,SIAGIEGTQ,87,94,7.0,0.0,37,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,0.0,0.0,12.0,5.223489,0.096278,0.0,0.0,0.0,Accession,,,1624.761,1626.097879,0.011953,0.0,5.854273,0.007071,0.0,GAYCPNILFPAAREC,101.0,114.0,11.0,0.0,37.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaC,0.0,0.0,12.0,5.223489,0.096278,0.0,0.0,0.0,Accession,,,1624.761,1626.097879,0.011953,0.0,5.854273,0.007071,0.0,GAYCPNILFPAAREC,101.0,114.0,11.0,0.0,37.0,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,dimer_deltaN,0.0,0.0,15.0,7.418282,0.029146,0.0,0.0,0.0,Accession,,,1803.778,1804.770393,0.012711,0.0,3.825289,0.00716,0.0,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,0.0,37.0 +100,85,94,93,xxAGIEGTQ,SecB WT apo,10.020000000000001,3.471194,8,4.718741,0.031945,0,0,0.7356186745574721,Accession,,,875.4469,879.372107,0.011399,0.013723,4.541664,0.009117,0.005766974288586313,SIAGIEGTQ,87,94,7.0,5.149330721902305,37,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,9.518553,18.0,9.445908,0.065306,0.0,0.0,1.0076906317529242,Accession,,,2195.9298,2206.780704,0.045304,0.046365,5.002314,0.002671,0.008522332557256913,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.130740739799712,47.0,24.0,33.0,32.0,xxxNApHVF,dimer_deltaC,30.0,2.378079,6.0,2.961946,0.018193,0.0,0.0,0.8028772300372795,Accession,,,981.4789,984.39394,0.029642,0.032429,4.848829,0.003946,0.012007915426510297,EAPNAPHVF,27.0,33.0,5.0,4.0143861501863976,10.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaN,30.0,2.091686,11.0,5.099171,0.025247,0.0,0.0,0.4102011876048087,Accession,,,1521.7519,1524.811256,0.040411,0.04055,5.724791,0.008379,0.00820753032154762,GAYCPNILFPAARE,101.0,113.0,10.0,4.1020118760480875,22.0 +163,85,94,93,xxAGIEGTQ,SecB WT apo,30.0,3.790283,8,4.718741,0.031945,0,0,0.8032403134649688,Accession,,,875.4469,879.691196,0.056331,0.056847,4.539846,0.007409,0.013217466274977168,SIAGIEGTQ,87,94,7.0,5.622682194254782,37,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,60.0,4.569407,14.0,6.812215,0.036048,0.0,0.0,0.670766703634574,Accession,,,1928.9865,1934.692446,0.04175,0.044432,4.62511,0.007523,0.007425665176848061,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,8.719967147249463,4.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaC,60.0,3.102559,8.0,4.512616,0.036923,0.0,0.0,0.6875300269289476,Accession,,,924.4309,928.048919,0.035058,0.045677,5.303145,0.005427,0.011580257290562987,ASLGEETAF,68.0,75.0,7.0,4.812710188502633,28.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaN,300.0,2.613848,8.0,4.553624,0.020853,0.0,0.0,0.5740148945103943,Accession,,,949.4473,952.547893,0.005895,0.013557,4.83126,0.014278,0.0039715881610718285,DLDTASSQL,45.0,52.0,7.0,4.01810426157276,7.0 +226,85,94,93,xxAGIEGTQ,SecB WT apo,60.0,4.050528,8,4.718741,0.031945,0,0,0.85839167693247,Accession,,,875.4469,879.95144,0.065367,0.065812,4.543664,0.00983,0.01510915746720219,SIAGIEGTQ,87,94,7.0,6.00874173852729,37,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,300.0,3.738148,9.0,4.541007,0.086153,0.0,0.0,0.8231980263408535,Accession,,,1385.706,1390.304679,0.013328,0.018259,4.698442,0.011592,0.016127196231005836,QKDWQPEVKLD,35.0,44.0,8.0,6.585584210726828,14.0,11.0,18.0,17.0,xxIQRIY,dimer_deltaC,600.0,3.331209,6.0,3.642506,0.0147,0.0,0.0,0.914537683671626,Accession,,,967.536,971.389913,0.018832,0.022337,5.140458,0.007629,0.007157317624986935,FQIQRIY,13.0,18.0,5.0,4.57268841835813,1.0,118.0,134.0,133.0,xxRGTFpQLNLApVNF,dimer_deltaN,600.0,7.421238,13.0,8.257736,0.024315,0.0,0.0,0.8987012905232137,Accession,,,1743.9541,1752.430269,0.00433,0.008439,5.875002,0.008275,0.002836714778197892,VARGTFPQLNLAPVNF,120.0,134.0,12.0,10.784415486278565,31.0 +289,85,94,93,xxAGIEGTQ,SecB WT apo,300.0,4.361,8,4.718741,0.031945,0,0,0.9241871931517327,Accession,,,875.4469,880.261913,0.03558,0.036391,4.536374,0.004998,0.009930755727923705,SIAGIEGTQ,87,94,7.0,6.469310352062129,37,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,600.0,4.698728,13.0,7.227718,0.036737,0.0,0.0,0.6500984128047054,Accession,,,1480.7642,1486.312851,0.032861,0.048418,5.257246,0.006705,0.007469552274151486,RVTVTASLGEETAF,63.0,75.0,12.0,7.8011809536564645,24.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaC,6000.00048,7.371307,14.0,8.416065,0.046315,0.0,0.0,0.8758614625718789,Accession,,,1625.7541,1634.003149,0.031416,0.048074,5.652991,0.008021,0.007474048281591363,LDLDTASSQLADDVY,44.0,57.0,13.0,11.386199013434426,19.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +352,85,94,93,xxAGIEGTQ,SecB WT apo,600.0,4.546077,8,4.718741,0.031945,0,0,0.9634088838527057,Accession,,,875.4469,880.446989,0.025712,0.026823,4.548367,0.005692,0.0086515704853404,SIAGIEGTQ,87,94,7.0,6.74386218696894,37,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,6000.00048,3.333045,6.0,3.27942,0.02358,0.0,0.0,1.0163519768739593,Accession,,,850.4128,854.29539,0.010918,0.024127,5.708006,0.008663,0.010369754628821191,GAYCPNIL,101.0,107.0,5.0,5.081759884369797,34.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +415,85,94,93,xxAGIEGTQ,SecB WT apo,6000.00048,4.732005,8,4.718741,0.031945,0,0,1.0028109192685084,Accession,,,875.4469,880.632918,0.014608,0.016486,4.551498,0.00085,0.007635085912690447,SIAGIEGTQ,87,94,7.0,7.019676434879559,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +38,85,95,94,xxAGIEGTQM,SecB WT apo,0.0,0.0,9,5.768652,0.023558,0,0,0.0,Accession,,,1006.4874,1007.119518,0.022025,0.0,5.072252,0.008331,0.0,SIAGIEGTQM,87,95,8.0,0.0,38,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,0.0,0.0,5.0,1.880751,0.035057,0.0,0.0,0.0,Accession,,,869.4226,870.013007,0.01384,0.0,6.429599,0.009079,0.0,YCPNILF,104.0,108.0,4.0,0.0,38.0,101.0,108.0,107.0,xxxNILF,dimer_deltaC,0.0,0.0,5.0,1.880751,0.035057,0.0,0.0,0.0,Accession,,,869.4226,870.013007,0.01384,0.0,6.429599,0.009079,0.0,YCPNILF,104.0,108.0,4.0,0.0,38.0,141.0,156.0,155.0,xxQQAGEGTEEHQDA,dimer_deltaN,0.0,0.0,14.0,7.113751,0.03215,0.0,0.0,0.0,Accession,,,1640.7147,1641.576711,0.010719,0.0,3.455933,0.003761,0.0,LQQQAGEGTEEHQDA,143.0,156.0,13.0,0.0,38.0 +101,85,95,94,xxAGIEGTQM,SecB WT apo,10.020000000000001,4.386399,9,5.768652,0.023558,0,0,0.7603854418675281,Accession,,,1006.4874,1011.505917,0.045264,0.050338,5.069829,0.010062,0.00926217890390323,SIAGIEGTQM,87,95,8.0,6.083083534940225,38,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,10.020000000000001,7.985907,13.0,7.945226,0.075043,0.0,0.0,1.005120181603393,Accession,,,1597.6799,1606.625142,0.01586,0.016481,4.736944,0.001115,0.009717383296866148,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.061442179240716,48.0,24.0,35.0,34.0,xxxNApHVFQK,dimer_deltaC,30.0,3.589783,8.0,4.321766,0.016281,0.0,0.0,0.8306287290889881,Accession,,,1237.6324,1241.927729,0.020753,0.027834,4.052444,0.007796,0.007160352119518361,EAPNAPHVFQK,27.0,35.0,7.0,5.814401103622917,11.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaN,30.0,1.836543,12.0,5.223489,0.096278,0.0,0.0,0.35159315928491475,Accession,,,1624.761,1627.934422,0.041966,0.043635,5.861287,0.00743,0.010572576756279808,GAYCPNILFPAAREC,101.0,114.0,11.0,3.867524752134062,23.0 +164,85,95,94,xxAGIEGTQM,SecB WT apo,30.0,4.805422,9,5.768652,0.023558,0,0,0.8330233822390395,Accession,,,1006.4874,1011.92494,0.077368,0.080442,5.06676,0.008077,0.014353639937346237,SIAGIEGTQM,87,95,8.0,6.664187057912316,38,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,60.0,3.26738,9.0,4.61559,0.003636,0.0,0.0,0.7079008317463207,Accession,,,1328.6634,1332.686148,0.035435,0.036722,5.494535,0.008577,0.00797559914404571,ISFEAPNAPHVF,23.0,33.0,8.0,5.663206653970565,5.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaC,60.0,3.046539,9.0,4.82295,0.028983,0.0,0.0,0.6316754268653003,Accession,,,1037.515,1041.15985,0.058317,0.062667,5.910941,0.006834,0.013536637127146553,ASLGEETAFL,68.0,76.0,8.0,5.0534034149224025,29.0,45.0,52.0,51.0,xxASSQL,dimer_deltaN,300.0,1.765501,6.0,3.201185,0.006567,0.0,0.0,0.5515148296646398,Accession,,,721.3363,723.461794,0.013413,0.020402,4.220186,0.015203,0.006472909339510744,DTASSQL,47.0,52.0,5.0,2.757574148323199,8.0 +227,85,95,94,xxAGIEGTQM,SecB WT apo,60.0,4.956929,9,5.768652,0.023558,0,0,0.8592872303616165,Accession,,,1006.4874,1012.076448,0.044605,0.049746,5.073003,0.009464,0.009310155883922911,SIAGIEGTQM,87,95,8.0,6.874297842892932,38,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,300.0,2.326152,5.0,2.773604,0.024238,0.0,0.0,0.838674879326681,Accession,,,901.4414,904.248311,0.014894,0.017321,4.519526,0.013875,0.009628803958145613,DWQPEVK,37.0,42.0,4.0,3.354699517306724,15.0,18.0,33.0,32.0,xxDISFEApNApHVF,dimer_deltaC,600.0,3.892989,12.0,5.264543,0.061768,0.0,0.0,0.7394733028108993,Accession,,,1672.8329,1677.739026,0.007954,0.02097,5.128364,0.007207,0.009546794601826303,TKDISFEAPNAPHVF,20.0,33.0,11.0,8.134206330919891,2.0,127.0,134.0,133.0,xxApVNF,dimer_deltaN,600.0,2.799327,5.0,2.709472,0.019689,0.0,0.0,1.0331632879025876,Accession,,,774.4145,777.600993,0.006027,0.012772,5.495598,0.006081,0.008864877762684327,NLAPVNF,129.0,134.0,4.0,4.13265315161035,32.0 +290,85,95,94,xxAGIEGTQM,SecB WT apo,300.0,5.626253,9,5.768652,0.023558,0,0,0.9753150302705034,Accession,,,1006.4874,1012.745771,0.009847,0.024126,5.0623,0.001465,0.005775421039409497,SIAGIEGTQM,87,95,8.0,7.802520242164027,38,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,600.0,4.601027,14.0,7.681216,0.046195,0.0,0.0,0.5989972160657896,Accession,,,1593.8483,1599.321955,0.093639,0.112607,5.720269,0.006537,0.01509616453085083,RVTVTASLGEETAFL,63.0,76.0,13.0,7.786963808855265,25.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaC,6000.00048,7.939825,15.0,8.797349,0.026752,0.0,0.0,0.9025247264829438,Accession,,,1754.7967,1763.716546,0.036301,0.040136,5.594438,0.007921,0.005324163924318604,LDLDTASSQLADDVYE,44.0,58.0,14.0,12.635346170761213,20.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +353,85,95,94,xxAGIEGTQM,SecB WT apo,600.0,5.599848,9,5.768652,0.023558,0,0,0.970737704406506,Accession,,,1006.4874,1012.719366,0.101544,0.103906,5.074473,0.006025,0.018443271817286923,SIAGIEGTQM,87,95,8.0,7.765901635252048,38,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,6000.00048,3.841455,7.0,3.337438,0.025744,0.0,0.0,1.1510191350371153,Accession,,,997.4812,1001.981061,0.028408,0.03644,6.396779,0.007292,0.014072835389883931,GAYCPNILF,101.0,108.0,6.0,6.906114810222691,35.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +416,85,95,94,xxAGIEGTQM,SecB WT apo,6000.00048,5.706026,9,5.768652,0.023558,0,0,0.9891437375664192,Accession,,,1006.4874,1012.825544,0.01789,0.028376,5.074358,0.001995,0.006365046135512538,SIAGIEGTQM,87,95,8.0,7.913149900531353,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +39,99,107,106,xxYCpNIL,SecB WT apo,0.0,0.0,6,3.27942,0.02358,0,0,0.0,Accession,,,850.4128,850.922553,0.030256,0.0,5.699317,0.011177,0.0,GAYCPNIL,101,107,5.0,0.0,39,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,0.0,0.0,11.0,6.261897,0.065228,0.0,0.0,0.0,Accession,,,1390.7511,1391.566567,0.012404,0.0,5.49914,0.008594,0.0,IASMVARGTFPQL,116.0,127.0,10.0,0.0,39.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaC,0.0,0.0,11.0,6.261897,0.065228,0.0,0.0,0.0,Accession,,,1390.7511,1391.566567,0.012404,0.0,5.49914,0.008594,0.0,IASMVARGTFPQL,116.0,127.0,10.0,0.0,39.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaN,10.020000000000001,2.959429,9.0,4.541007,0.086153,0.0,0.0,0.6517120541765297,Accession,,,1385.706,1389.52596,0.058514,0.05983,4.68914,0.002814,0.01806855365422939,QKDWQPEVKLD,35.0,44.0,8.0,5.213696433412237,0.0 +102,99,107,106,xxYCpNIL,SecB WT apo,10.020000000000001,0.332853,6,3.27942,0.02358,0,0,0.10149752090308653,Accession,,,850.4128,851.255406,0.021287,0.036994,5.702665,0.012379,0.011304235600954114,GAYCPNIL,101,107,5.0,0.5074876045154326,39,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,9.163066,17.0,9.473422,0.002415,0.0,0.0,0.9672392932564391,Accession,,,2048.8614,2059.205767,0.071835,0.072278,4.490754,0.002809,0.0076335389388488386,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.475828692103025,49.0,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,dimer_deltaC,30.0,5.429866,14.0,8.2421,0.035257,0.0,0.0,0.6587964232416494,Accession,,,2120.056,2126.760951,0.042787,0.048047,4.591731,0.005279,0.006474904391904315,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,8.564353502141444,12.0,101.0,108.0,107.0,xxxNILF,dimer_deltaN,30.0,0.280512,5.0,1.880751,0.035057,0.0,0.0,0.14914893040067503,Accession,,,869.4226,870.293519,0.014671,0.020169,6.441058,0.010736,0.01107841431819654,YCPNILF,104.0,108.0,4.0,0.5965957216027001,24.0 +165,99,107,106,xxYCpNIL,SecB WT apo,30.0,0.555587,6,3.27942,0.02358,0,0,0.16941623823724927,Accession,,,850.4128,851.47814,0.018036,0.035224,5.69673,0.008156,0.010809779755003393,GAYCPNIL,101,107,5.0,0.8470811911862464,39,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,60.0,3.93534,10.0,5.560889,0.032429,0.0,0.0,0.7076818113075085,Accession,,,1456.7219,1461.526187,0.043461,0.044904,5.260326,0.006187,0.00906844406862051,ISFEAPNAPHVFQ,23.0,34.0,9.0,6.369136301767576,6.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaC,60.0,0.302582,9.0,2.452847,0.025554,0.0,0.0,0.12335950835906194,Accession,,,1093.5347,1094.523658,0.045139,0.047073,5.743076,0.007396,0.019234152248297737,LCEVQQGGIF,77.0,85.0,8.0,0.9868760668724955,30.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaN,300.0,1.977721,7.0,3.776811,0.029739,0.0,0.0,0.5236483901365464,Accession,,,846.5043,848.932887,0.016516,0.024896,4.629619,0.012764,0.0077751638592490945,RVTVTASL,63.0,69.0,6.0,3.1418903408192786,9.0 +228,99,107,106,xxYCpNIL,SecB WT apo,60.0,0.696547,6,3.27942,0.02358,0,0,0.21239944868299884,Accession,,,850.4128,851.6191,0.028474,0.041547,5.703541,0.012326,0.012760727360233879,GAYCPNIL,101,107,5.0,1.0619972434149942,39,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,300.0,3.209031,8.0,3.461806,0.000977,0.0,0.0,0.9269817546101659,Accession,,,1157.6048,1161.448646,0.026355,0.031721,4.117228,0.009645,0.009166870142261207,QPEVKLDLDT,39.0,47.0,8.0,7.415854036881327,16.0,18.0,34.0,33.0,xxDISFEApNApHVFQ,dimer_deltaC,600.0,4.822792,13.0,6.3179,0.036001,0.0,0.0,0.763353645989965,Accession,,,1800.8915,1806.695266,0.00899,0.013774,4.94812,0.006167,0.004865561417643871,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,9.16024375187958,3.0,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,dimer_deltaN,600.0,9.412004,18.0,9.445908,0.065306,0.0,0.0,0.9964107209174597,Accession,,,2195.9298,2206.674155,0.058365,0.059192,5.002913,0.008441,0.009312597100841548,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.938982255596816,33.0 +291,99,107,106,xxYCpNIL,SecB WT apo,300.0,0.998134,6,3.27942,0.02358,0,0,0.30436296662214657,Accession,,,850.4128,851.920688,0.006377,0.030921,5.692719,0.000276,0.009679444853552262,GAYCPNIL,101,107,5.0,1.5218148331107328,39,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,600.0,2.174087,6.0,3.273373,0.023509,0.0,0.0,0.6641733160260075,Accession,,,690.4032,692.938152,0.024059,0.033572,4.95305,0.004021,0.011311074660229369,VTVTASL,64.0,69.0,5.0,3.3208665801300374,26.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaC,6000.00048,4.129858,8.0,4.553624,0.020853,0.0,0.0,0.9069387371465012,Accession,,,949.4473,954.063903,0.009972,0.015763,4.823119,0.007136,0.005406711204380036,DLDTASSQL,45.0,52.0,7.0,6.348571160025508,21.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +354,99,107,106,xxYCpNIL,SecB WT apo,600.0,1.022606,6,3.27942,0.02358,0,0,0.3118252617840959,Accession,,,850.4128,851.945159,0.027948,0.041189,5.708686,0.010156,0.012758398696029622,GAYCPNIL,101,107,5.0,1.5591263089204797,39,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,6000.00048,6.179923,11.0,5.099171,0.025247,0.0,0.0,1.2119466085761783,Accession,,,1521.7519,1528.899493,0.049359,0.049473,5.726907,0.009257,0.01140785030584682,GAYCPNILFPAARE,101.0,113.0,10.0,12.119466085761783,36.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +417,99,107,106,xxYCpNIL,SecB WT apo,6000.00048,1.930792,6,3.27942,0.02358,0,0,0.588760207597685,Accession,,,850.4128,852.853345,0.009748,0.031788,5.70505,0.002937,0.010577288245932157,GAYCPNIL,101,107,5.0,2.943801037988425,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +40,99,108,107,xxYCpNILF,SecB WT apo,0.0,0.0,7,3.337438,0.025744,0,0,0.0,Accession,,,997.4812,998.133744,0.014844,0.0,6.387032,0.011941,0.0,GAYCPNILF,101,108,6.0,0.0,40,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,0.0,0.0,17.0,10.369175,0.083226,0.0,0.0,0.0,Accession,,,2146.1478,2147.489178,0.016115,0.0,5.997727,0.008393,0.0,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,0.0,40.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaC,0.0,0.0,17.0,10.369175,0.083226,0.0,0.0,0.0,Accession,,,2146.1478,2147.489178,0.016115,0.0,5.997727,0.008393,0.0,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,0.0,40.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaN,10.020000000000001,1.704185,5.0,2.773604,0.024238,0.0,0.0,0.6144298176668335,Accession,,,901.4414,903.626344,0.011579,0.014569,4.507092,0.001959,0.007511424832969615,DWQPEVK,37.0,42.0,4.0,2.457719270667334,1.0 +103,99,108,107,xxYCpNILF,SecB WT apo,10.020000000000001,0.330716,7,3.337438,0.025744,0,0,0.0990927771542123,Accession,,,997.4812,998.46446,0.033718,0.036841,6.385149,0.011452,0.01106513965185583,GAYCPNILF,101,108,6.0,0.5945566629252739,40,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,8.631881,16.0,8.866259,0.083961,0.0,0.0,0.9735651755717942,Accession,,,1917.8209,1927.524429,0.098311,0.098523,4.260606,0.003175,0.014438716742947104,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.603477633576913,50.0,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,dimer_deltaC,30.0,6.713472,15.0,8.993855,0.080943,0.0,0.0,0.7464509934838843,Accession,,,2233.14,2241.19136,0.101299,0.104344,5.02668,0.006039,0.0134063361587104,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,10.45031390877438,13.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaN,30.0,2.096154,11.0,6.261897,0.065228,0.0,0.0,0.3347474415500606,Accession,,,1390.7511,1393.662721,0.033826,0.036029,5.503299,0.008571,0.006727832155455805,IASMVARGTFPQL,116.0,127.0,10.0,3.347474415500606,25.0 +166,99,108,107,xxYCpNILF,SecB WT apo,30.0,0.516249,7,3.337438,0.025744,0,0,0.15468422184921485,Accession,,,997.4812,998.649994,0.011167,0.018575,6.38147,0.00818,0.005692110144121771,GAYCPNILF,101,108,6.0,0.9281053310952891,40,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,60.0,4.539953,11.0,6.220337,0.064196,0.0,0.0,0.7298564370387006,Accession,,,1584.8169,1590.236601,0.034226,0.038225,4.854696,0.005213,0.009721091373548806,ISFEAPNAPHVFQK,23.0,35.0,10.0,7.298564370387006,7.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaC,60.0,0.303528,8.0,2.245694,0.058034,0.0,0.0,0.1351599995368915,Accession,,,980.4506,981.329524,0.028662,0.031656,5.517115,0.00801,0.014522602441074254,CEVQQGGIF,78.0,85.0,7.0,0.9461199967582405,31.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaN,300.0,4.243076,13.0,7.227718,0.036737,0.0,0.0,0.5870561081658139,Accession,,,1480.7642,1485.8572,0.0696,0.078158,5.269738,0.016869,0.011217778684874502,RVTVTASLGEETAF,63.0,75.0,12.0,7.044673297989767,10.0 +229,99,108,107,xxYCpNILF,SecB WT apo,60.0,0.653354,7,3.337438,0.025744,0,0,0.19576513481299126,Accession,,,997.4812,998.787098,0.005931,0.015985,6.388042,0.011224,0.005022012640079393,GAYCPNILF,101,108,6.0,1.1745908088779475,40,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,300.0,3.436532,9.0,5.63459,0.03405,0.0,0.0,0.6098992118326267,Accession,,,1062.5313,1066.516829,0.050236,0.050622,5.223983,0.014424,0.009710761302631614,LDLDTASSQL,44.0,52.0,8.0,4.879193694661014,17.0,18.0,35.0,34.0,xxDISFEApNApHVFQK,dimer_deltaC,600.0,5.289351,14.0,6.812215,0.036048,0.0,0.0,0.7764509781326632,Accession,,,1928.9865,1935.412389,0.019512,0.024736,4.620187,0.003628,0.005483308260535212,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,10.09386271572462,4.0,138.0,152.0,151.0,xxYLQQQAGEGTEE,dimer_deltaN,600.0,8.045843,13.0,7.945226,0.075043,0.0,0.0,1.0126638310854845,Accession,,,1597.6799,1606.685079,0.043317,0.043548,4.738338,0.003695,0.011023803866127526,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.151965973025813,34.0 +292,99,108,107,xxYCpNILF,SecB WT apo,300.0,0.995175,7,3.337438,0.025744,0,0,0.29818531460359715,Accession,,,997.4812,999.12892,0.008806,0.017259,6.374323,0.000834,0.005659787294837245,GAYCPNILF,101,108,6.0,1.789111887621583,40,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,600.0,4.303589,11.0,5.919469,0.103664,0.0,0.0,0.7270228123502293,Accession,,,1237.6311,1242.610821,0.02524,0.025675,5.943988,0.007666,0.01345043442458058,VTASLGEETAFL,66.0,76.0,10.0,7.270228123502292,27.0,45.0,52.0,51.0,xxASSQL,dimer_deltaC,6000.00048,2.905114,6.0,3.201185,0.006567,0.0,0.0,0.907512061939563,Accession,,,721.3363,724.601407,0.036096,0.039233,4.210498,0.006245,0.012396366697591227,DTASSQL,47.0,52.0,5.0,4.537560309697815,22.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +355,99,108,107,xxYCpNILF,SecB WT apo,600.0,1.098155,7,3.337438,0.025744,0,0,0.329041318520374,Accession,,,997.4812,999.2319,0.004731,0.01558,6.390045,0.01121,0.005313629470198967,GAYCPNILF,101,108,6.0,1.974247911122244,40,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,6000.00048,6.79002,12.0,5.223489,0.096278,0.0,0.0,1.2999012728848478,Accession,,,1624.761,1632.887898,0.057036,0.058275,5.863025,0.008071,0.026429506621438302,GAYCPNILFPAAREC,101.0,114.0,11.0,14.298914001733326,37.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +418,99,108,107,xxYCpNILF,SecB WT apo,6000.00048,1.966305,7,3.337438,0.025744,0,0,0.5891660009863854,Accession,,,997.4812,1000.10005,0.014143,0.020503,6.389149,0.003739,0.0076416238441085445,GAYCPNILF,101,108,6.0,3.5349960059183125,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +41,99,113,112,xxYCpNILFpYARE,SecB WT apo,0.0,0.0,11,5.099171,0.025247,0,0,0.0,Accession,,,1613.7781,1614.781408,0.033919,0.0,5.984014,0.008958,0.0,GAYCPNILFPYARE,101,113,10.0,0.0,41,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,0.0,0.0,9.0,5.327547,0.022525,0.0,0.0,0.0,Accession,,,1206.63,1207.374299,0.012254,0.0,5.363644,0.008844,0.0,SMVARGTFPQL,118.0,127.0,8.0,0.0,41.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaC,0.0,0.0,9.0,5.327547,0.022525,0.0,0.0,0.0,Accession,,,1206.63,1207.374299,0.012254,0.0,5.363644,0.008844,0.0,SMVARGTFPQL,118.0,127.0,8.0,0.0,41.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaN,10.020000000000001,2.521824,8.0,3.461806,0.000977,0.0,0.0,0.7284706306477023,Accession,,,1157.6048,1160.761439,0.035197,0.039376,4.110071,0.002039,0.011376267635331313,QPEVKLDLDT,39.0,47.0,8.0,5.827765045181619,2.0 +104,99,113,112,xxYCpNILFpYARE,SecB WT apo,10.020000000000001,0.411113,11,5.099171,0.025247,0,0,0.08062349742732691,Accession,,,1613.7781,1615.192522,0.029493,0.044948,5.982075,0.010407,0.008823800171303166,GAYCPNILFPYARE,101,113,10.0,0.8062349742732691,41,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,7.460493,15.0,7.418282,0.029146,0.0,0.0,1.0056901314886655,Accession,,,1803.778,1812.230887,0.055673,0.057106,3.832096,0.002619,0.008652866402712291,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.079661840841316,51.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaC,30.0,3.097785,9.0,4.541007,0.086153,0.0,0.0,0.6821801860248179,Accession,,,1385.706,1389.664316,0.017528,0.021518,4.684426,0.004887,0.013782668687165142,QKDWQPEVKLD,35.0,44.0,8.0,5.457441488198543,14.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaN,30.0,5.568475,17.0,10.369175,0.083226,0.0,0.0,0.5370219906598163,Accession,,,2146.1478,2153.057653,0.064908,0.066879,6.000536,0.009708,0.0077574753235794104,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,8.59235185055706,26.0 +167,99,113,112,xxYCpNILFpYARE,SecB WT apo,30.0,0.587321,11,5.099171,0.025247,0,0,0.11517970273991596,Accession,,,1613.7781,1615.36873,0.035405,0.04903,5.977272,0.009645,0.009632185017188212,GAYCPNILFPYARE,101,113,10.0,1.1517970273991596,41,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,60.0,6.647763,17.0,10.033722,0.057622,0.0,0.0,0.6625420756126192,Accession,,,2467.2405,2475.393268,0.078326,0.081391,5.020757,0.005666,0.008959768166971515,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,10.600673209801908,8.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaC,60.0,0.240195,6.0,1.481827,0.023424,0.0,0.0,0.16209382066867453,Accession,,,748.3988,749.024668,0.027826,0.029287,5.412087,0.007516,0.01992951691585831,VQQGGIF,80.0,85.0,5.0,0.8104691033433726,32.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaN,300.0,4.171964,14.0,7.681216,0.046195,0.0,0.0,0.5431384822403119,Accession,,,1593.8483,1598.892891,0.041146,0.074867,5.726139,0.015627,0.0102795468368335,RVTVTASLGEETAFL,63.0,76.0,13.0,7.060800269124055,11.0 +230,99,113,112,xxYCpNILFpYARE,SecB WT apo,60.0,0.766899,11,5.099171,0.025247,0,0,0.15039679979353507,Accession,,,1613.7781,1615.548308,0.058039,0.067224,5.980991,0.012074,0.013204332831329154,GAYCPNILFPYARE,101,113,10.0,1.5039679979353506,41,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,300.0,4.957632,12.0,6.94944,0.074753,0.0,0.0,0.7133858267716535,Accession,,,1363.6223,1369.283965,0.091715,0.092473,5.040007,0.013148,0.015360639971027611,LDLDTASSQLADD,44.0,55.0,11.0,7.847244094488189,18.0,21.0,33.0,32.0,xxFEApNApHVF,dimer_deltaC,600.0,3.852327,9.0,4.61559,0.003636,0.0,0.0,0.8346337087999584,Accession,,,1328.6634,1333.271095,0.011371,0.014904,5.488159,0.005204,0.0032953155451119426,ISFEAPNAPHVF,23.0,33.0,8.0,6.677069670399667,5.0,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,dimer_deltaN,600.0,9.195605,17.0,9.473422,0.002415,0.0,0.0,0.970674060545387,Accession,,,2048.8614,2059.238306,0.021957,0.023367,4.493186,0.002837,0.0024789658496303883,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.530784968726191,35.0 +293,99,113,112,xxYCpNILFpYARE,SecB WT apo,300.0,1.128477,11,5.099171,0.025247,0,0,0.2213059730689557,Accession,,,1613.7781,1615.909885,0.081756,0.088513,5.973363,0.001324,0.017392860910512727,GAYCPNILFPYARE,101,113,10.0,2.2130597306895567,41,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,600.0,3.695927,8.0,4.512616,0.036923,0.0,0.0,0.8190209404035265,Accession,,,924.4309,928.642287,0.009768,0.030866,5.298644,0.006123,0.009575649972317895,ASLGEETAF,68.0,75.0,7.0,5.733146582824685,28.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaC,6000.00048,3.507286,7.0,3.776811,0.029739,0.0,0.0,0.928636884397975,Accession,,,846.5043,850.462452,0.004315,0.019123,4.623359,0.006072,0.008894081335994508,RVTVTASL,63.0,69.0,6.0,5.57182130638785,23.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +356,99,113,112,xxYCpNILFpYARE,SecB WT apo,600.0,1.21078,11,5.099171,0.025247,0,0,0.23744643982325753,Accession,,,1613.7781,1615.992188,0.020457,0.03961,5.988351,0.010758,0.00785639008720589,GAYCPNILFPYARE,101,113,10.0,2.3744643982325755,41,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,6000.00048,2.167251,5.0,1.880751,0.035057,0.0,0.0,1.1523327649433657,Accession,,,869.4226,872.180259,0.01905,0.023547,6.442795,0.007063,0.02486188481993193,YCPNILF,104.0,108.0,4.0,4.609331059773463,38.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +419,99,113,112,xxYCpNILFpYARE,SecB WT apo,6000.00048,2.665602,11,5.099171,0.025247,0,0,0.5227520316537727,Accession,,,1613.7781,1617.44701,0.038564,0.051359,5.983828,0.002289,0.01039926941985504,GAYCPNILFPYARE,101,113,10.0,5.227520316537727,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +42,99,114,113,xxYCpNILFpYAREC,SecB WT apo,0.0,0.0,12,5.223489,0.096278,0,0,0.0,Accession,,,1716.7873,1717.840479,0.065036,0.0,6.113081,0.00972,0.0,GAYCPNILFPYAREC,101,114,11.0,0.0,42,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,0.0,0.0,8.0,4.784294,0.031285,0.0,0.0,0.0,Accession,,,1119.5979,1120.322914,0.011923,0.0,5.318166,0.008159,0.0,MVARGTFPQL,119.0,127.0,7.0,0.0,42.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaC,0.0,0.0,8.0,4.784294,0.031285,0.0,0.0,0.0,Accession,,,1119.5979,1120.322914,0.011923,0.0,5.318166,0.008159,0.0,MVARGTFPQL,119.0,127.0,7.0,0.0,42.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaN,10.020000000000001,2.87659,9.0,5.63459,0.03405,0.0,0.0,0.5105233921190362,Accession,,,1062.5313,1065.956886,0.025176,0.025938,5.209874,0.001885,0.005541546915725592,LDLDTASSQL,44.0,52.0,8.0,4.0841871369522895,3.0 +105,99,114,113,xxYCpNILFpYAREC,SecB WT apo,10.020000000000001,0.388624,12,5.223489,0.096278,0,0,0.07439931432802865,Accession,,,1716.7873,1718.229103,0.014471,0.066627,6.112173,0.012173,0.01282877000200915,GAYCPNILFPYAREC,101,114,11.0,0.8183924576083152,42,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,7.022481,14.0,7.113751,0.03215,0.0,0.0,0.9871699192170207,Accession,,,1640.7147,1648.599192,0.061463,0.06239,3.464242,0.00217,0.009839877947883198,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.83320894982127,52.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaC,30.0,1.832991,5.0,2.773604,0.024238,0.0,0.0,0.6608697564612684,Accession,,,901.4414,903.75515,0.005775,0.010561,4.503151,0.005956,0.006917481634283018,DWQPEVK,37.0,42.0,4.0,2.6434790258450738,15.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaN,30.0,2.346507,9.0,5.327547,0.022525,0.0,0.0,0.4404479209662533,Accession,,,1206.63,1209.720806,0.032203,0.034456,5.373567,0.009172,0.006730278963230283,SMVARGTFPQL,118.0,127.0,8.0,3.5235833677300263,27.0 +168,99,114,113,xxYCpNILFpYAREC,SecB WT apo,30.0,0.47114,12,5.223489,0.096278,0,0,0.09019641852409377,Accession,,,1716.7873,1718.311619,0.070468,0.095893,6.108338,0.004909,0.018433158224204934,GAYCPNILFPYAREC,101,114,11.0,0.9921606037650315,42,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,60.0,7.845219,18.0,10.774211,0.021003,0.0,0.0,0.7281478894371013,Accession,,,2580.3245,2589.757392,0.068358,0.069479,5.316283,0.007468,0.006603010178675963,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,12.378514120430722,9.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaC,60.0,4.488893,8.0,4.718741,0.031945,0.0,0.0,0.9512903971631417,Accession,,,875.4469,880.392415,0.047309,0.051348,4.544339,0.007431,0.012644607907667258,SIAGIEGTQ,87.0,94.0,7.0,6.659032780141992,33.0,62.0,69.0,68.0,xxVTASL,dimer_deltaN,300.0,2.011368,6.0,3.273373,0.023509,0.0,0.0,0.6144634296183172,Accession,,,690.4032,692.775434,0.017349,0.029142,4.960855,0.013688,0.0099364721651371,VTVTASL,64.0,69.0,5.0,3.072317148091586,12.0 +231,99,114,113,xxYCpNILFpYAREC,SecB WT apo,60.0,0.656607,12,5.223489,0.096278,0,0,0.1257027630382681,Accession,,,1716.7873,1718.497086,0.05163,0.083038,6.111782,0.010779,0.016064990520219292,GAYCPNILFPYAREC,101,114,11.0,1.3827303934209492,42,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,300.0,5.418593,14.0,8.416065,0.046315,0.0,0.0,0.643839252667369,Accession,,,1625.7541,1632.050435,0.041469,0.055171,5.664441,0.01412,0.007451692434450311,LDLDTASSQLADDVY,44.0,57.0,13.0,8.369910284675797,19.0,21.0,34.0,33.0,xxFEApNApHVFQ,dimer_deltaC,600.0,4.588327,10.0,5.560889,0.032429,0.0,0.0,0.8251067410264796,Accession,,,1456.7219,1462.179174,0.014611,0.018466,5.25551,0.007266,0.00584632800848946,ISFEAPNAPHVFQ,23.0,34.0,9.0,7.425960669238316,6.0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,dimer_deltaN,600.0,8.416265,16.0,8.866259,0.083961,0.0,0.0,0.9492464634746176,Accession,,,1917.8209,1927.308813,0.076397,0.07667,4.263257,0.005255,0.012473221743880339,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.238696952119264,36.0 +294,99,114,113,xxYCpNILFpYAREC,SecB WT apo,300.0,0.923092,12,5.223489,0.096278,0,0,0.1767194302505471,Accession,,,1716.7873,1718.763571,0.029971,0.07161,6.100486,0.000803,0.014090868708854344,GAYCPNILFPYAREC,101,114,11.0,1.943913732756018,42,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,600.0,3.700888,9.0,4.82295,0.028983,0.0,0.0,0.76734944380514,Accession,,,1037.515,1041.814198,0.004128,0.023309,5.905831,0.006975,0.006679923513153524,ASLGEETAFL,68.0,76.0,8.0,6.13879555044112,29.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaC,6000.00048,6.318883,13.0,7.227718,0.036737,0.0,0.0,0.8742569923176304,Accession,,,1480.7642,1487.933006,0.064456,0.073614,5.259236,0.005269,0.011112134927917969,RVTVTASLGEETAF,63.0,75.0,12.0,10.491083907811564,24.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +357,99,114,113,xxYCpNILFpYAREC,SecB WT apo,600.0,0.934286,12,5.223489,0.096278,0,0,0.17886244232542656,Accession,,,1716.7873,1718.774765,0.027074,0.070446,6.116979,0.010202,0.013883486628212337,GAYCPNILFPYAREC,101,114,11.0,1.9674868655796922,42,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,6000.00048,5.294629,11.0,6.261897,0.065228,0.0,0.0,0.8455311545367161,Accession,,,1390.7511,1396.861197,0.078851,0.079821,5.506114,0.007206,0.015493944865262222,IASMVARGTFPQL,116.0,127.0,10.0,8.455311545367161,39.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +420,99,114,113,xxYCpNILFpYAREC,SecB WT apo,6000.00048,1.960208,12,5.223489,0.096278,0,0,0.3752679483004559,Accession,,,1716.7873,1719.800686,0.103378,0.122134,6.114223,0.002676,0.02438331651688056,GAYCPNILFPYAREC,101,114,11.0,4.127947431305015,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +43,101,108,107,xxxNILF,SecB WT apo,0.0,0.0,5,1.880751,0.035057,0,0,0.0,Accession,,,869.4226,870.025604,0.008444,0.0,6.428638,0.010335,0.0,YCPNILF,104,108,4.0,0.0,43,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,0.0,0.0,6.0,2.866933,0.018046,0.0,0.0,0.0,Accession,,,875.4734,875.969543,0.011581,0.0,4.090913,0.010456,0.0,VARGTFPQ,120.0,126.0,5.0,0.0,43.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaC,0.0,0.0,6.0,2.866933,0.018046,0.0,0.0,0.0,Accession,,,875.4734,875.969543,0.011581,0.0,4.090913,0.010456,0.0,VARGTFPQ,120.0,126.0,5.0,0.0,43.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaN,10.020000000000001,3.975057,12.0,6.94944,0.074753,0.0,0.0,0.5719967364276833,Accession,,,1363.6223,1368.30139,0.027224,0.029678,5.029944,0.002264,0.007489629823142912,LDLDTASSQLADD,44.0,55.0,11.0,6.291964100704517,4.0 +106,101,108,107,xxxNILF,SecB WT apo,10.020000000000001,0.082416,5,1.880751,0.035057,0,0,0.04382079286412715,Accession,,,869.4226,870.10802,0.003041,0.008975,6.426963,0.011327,0.004841431193098424,YCPNILF,104,108,4.0,0.1752831714565086,43,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,30.0,3.148423,8.0,5.0734,0.020042,0.0,0.0,0.6205745653802184,Accession,,,1199.6241,1203.550331,0.019781,0.026491,5.512973,0.008577,0.005768407396420361,MTFQIQRIY,11.0,18.0,7.0,4.344021957661528,0.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaC,30.0,2.720936,8.0,3.461806,0.000977,0.0,0.0,0.7859874296826569,Accession,,,1157.6048,1160.960552,0.008083,0.019416,4.098658,0.005581,0.005613018065634918,QPEVKLDLDT,39.0,47.0,8.0,6.287899437461255,16.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaN,30.0,2.199164,8.0,4.784294,0.031285,0.0,0.0,0.4596632230377147,Accession,,,1119.5979,1122.522078,0.020916,0.024076,5.325414,0.006975,0.005861636896420754,MVARGTFPQL,119.0,127.0,7.0,3.217642561264003,28.0 +169,101,108,107,xxxNILF,SecB WT apo,30.0,0.079191,5,1.880751,0.035057,0,0,0.04210605231633533,Accession,,,869.4226,870.104795,0.005186,0.009909,6.423144,0.008016,0.0053267777292638225,YCPNILF,104,108,4.0,0.16842420926534132,43,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,60.0,2.817975,6.0,2.961946,0.018193,0.0,0.0,0.9513931043982571,Accession,,,981.4789,984.833836,0.009414,0.016174,4.856428,0.00604,0.00799792839900318,EAPNAPHVF,27.0,33.0,5.0,4.756965521991285,10.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaC,60.0,1.757846,6.0,3.27942,0.02358,0.0,0.0,0.5360234431698289,Accession,,,850.4128,852.72019,0.014496,0.025943,5.711674,0.007546,0.008799781443320158,GAYCPNIL,101.0,107.0,5.0,2.6801172158491444,34.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaN,300.0,4.014101,11.0,5.919469,0.103664,0.0,0.0,0.6781184258250191,Accession,,,1237.6311,1242.321333,0.069607,0.069765,5.9515,0.014447,0.01673108300018766,VTASLGEETAFL,66.0,76.0,10.0,6.7811842582501916,13.0 +232,101,108,107,xxxNILF,SecB WT apo,60.0,0.097079,5,1.880751,0.035057,0,0,0.051617146554753926,Accession,,,869.4226,870.122683,0.006534,0.010677,6.43107,0.011184,0.005757942116040185,YCPNILF,104,108,4.0,0.2064685862190157,43,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,300.0,5.550497,15.0,8.797349,0.026752,0.0,0.0,0.6309283626237858,Accession,,,1754.7967,1761.327218,0.059999,0.062394,5.607937,0.015669,0.007347288729393858,LDLDTASSQLADDVYE,44.0,58.0,14.0,8.832997076733001,20.0,21.0,35.0,34.0,xxFEApNApHVFQK,dimer_deltaC,600.0,5.129863,11.0,6.220337,0.064196,0.0,0.0,0.8246921348473564,Accession,,,1584.8169,1590.826511,0.004038,0.017493,4.851965,0.005186,0.008963677565475421,ISFEAPNAPHVFQK,23.0,35.0,10.0,8.246921348473563,7.0,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,dimer_deltaN,600.0,7.383988,15.0,7.418282,0.029146,0.0,0.0,0.9953770967455808,Accession,,,1803.778,1812.154382,0.019541,0.023312,3.831084,0.002322,0.005016925289650081,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.935279354438132,37.0 +295,101,108,107,xxxNILF,SecB WT apo,300.0,0.14145,5,1.880751,0.035057,0,0,0.07520931797989207,Accession,,,869.4226,870.167054,0.012642,0.015203,6.415133,0.001271,0.008204135690457857,YCPNILF,104,108,4.0,0.30083727191956827,43,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,600.0,0.95926,9.0,2.452847,0.025554,0.0,0.0,0.3910802426731059,Accession,,,1093.5347,1095.180335,0.01381,0.019211,5.738497,0.005882,0.008828486541262169,LCEVQQGGIF,77.0,85.0,8.0,3.1286419413848474,30.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaC,6000.00048,6.534417,14.0,7.681216,0.046195,0.0,0.0,0.8507008525733426,Accession,,,1593.8483,1601.255344,0.106428,0.123446,5.720146,0.009178,0.016865846854616878,RVTVTASLGEETAFL,63.0,76.0,13.0,11.059111083453454,25.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +358,101,108,107,xxxNILF,SecB WT apo,600.0,0.157728,5,1.880751,0.035057,0,0,0.08386437120065336,Accession,,,869.4226,870.183332,0.003843,0.009278,6.431774,0.010191,0.0051748907785410456,YCPNILF,104,108,4.0,0.33545748480261345,43,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,6000.00048,8.51771,17.0,10.369175,0.083226,0.0,0.0,0.8214452933815852,Accession,,,2146.1478,2156.006888,0.120873,0.121943,5.999033,0.00705,0.013482237774121872,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,13.143124694105364,40.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +421,101,108,107,xxxNILF,SecB WT apo,6000.00048,0.703323,5,1.880751,0.035057,0,0,0.37395859419987015,Accession,,,869.4226,870.728927,0.014618,0.016882,6.431169,0.002964,0.011364890806404593,YCPNILF,104,108,4.0,1.4958343767994806,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +44,101,113,112,xxxNILFpYARE,SecB WT apo,0.0,0.0,9,4.069781,0.022773,0,0,0.0,Accession,,,1485.7195,1486.670306,0.009649,0.0,6.004578,0.009729,0.0,YCPNILFPYARE,104,113,8.0,0.0,44,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,0.0,0.0,7.0,3.886385,0.009917,0.0,0.0,0.0,Accession,,,988.5574,989.075261,0.019299,0.0,5.189964,0.009813,0.0,VARGTFPQL,120.0,127.0,6.0,0.0,44.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaC,0.0,0.0,7.0,3.886385,0.009917,0.0,0.0,0.0,Accession,,,988.5574,989.075261,0.019299,0.0,5.189964,0.009813,0.0,VARGTFPQL,120.0,127.0,6.0,0.0,44.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaN,10.020000000000001,4.293703,14.0,8.416065,0.046315,0.0,0.0,0.5101794009433149,Accession,,,1625.7541,1630.925545,0.040807,0.054675,5.652373,0.002254,0.007077230531408868,LDLDTASSQLADDVY,44.0,57.0,13.0,6.632332212263094,5.0 +107,101,113,112,xxxNILFpYARE,SecB WT apo,10.020000000000001,0.288947,9,4.069781,0.022773,0,0,0.07099816918895636,Accession,,,1485.7195,1486.959253,0.007476,0.012206,6.002628,0.011095,0.0030253765552078486,YCPNILFPYARE,104,113,8.0,0.5679853535116509,44,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,30.0,2.194407,6.0,3.642506,0.0147,0.0,0.0,0.602444306200182,Accession,,,967.536,970.253111,0.012771,0.017532,5.135921,0.004862,0.005392374122366405,FQIQRIY,13.0,18.0,5.0,3.0122215310009097,1.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaC,30.0,3.024226,9.0,5.63459,0.03405,0.0,0.0,0.5367251210824567,Accession,,,1062.5313,1066.104522,0.033797,0.034369,5.208222,0.006077,0.006908372900011365,LDLDTASSQL,44.0,52.0,8.0,4.293800968659654,17.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaN,30.0,1.641127,6.0,2.866933,0.018046,0.0,0.0,0.5724329797731583,Accession,,,875.4734,877.610671,0.007673,0.013892,4.094517,0.007257,0.0060384464286953685,VARGTFPQ,120.0,126.0,5.0,2.8621648988657915,29.0 +170,101,113,112,xxxNILFpYARE,SecB WT apo,30.0,0.304729,9,4.069781,0.022773,0,0,0.07487601912731914,Accession,,,1485.7195,1486.975036,0.014645,0.017538,5.999333,0.008757,0.004329642714706814,YCPNILFPYARE,104,113,8.0,0.5990081530185531,44,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,60.0,4.050813,8.0,4.321766,0.016281,0.0,0.0,0.9373050276206532,Accession,,,1237.6324,1242.388758,0.025718,0.031709,4.066545,0.007012,0.008142505406364043,EAPNAPHVFQK,27.0,35.0,7.0,6.5611351933445725,11.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaC,60.0,1.938045,7.0,3.337438,0.025744,0.0,0.0,0.5806984279558152,Accession,,,997.4812,1000.07765,0.031792,0.039135,6.4038,0.007327,0.0125524870373971,GAYCPNILF,101.0,108.0,6.0,3.484190567734891,35.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaN,300.0,3.508854,8.0,4.512616,0.036923,0.0,0.0,0.7775653855767918,Accession,,,924.4309,928.455214,0.010532,0.031116,5.310432,0.014147,0.009382052098482786,ASLGEETAF,68.0,75.0,7.0,5.442957699037542,14.0 +233,101,113,112,xxxNILFpYARE,SecB WT apo,60.0,0.30892,9,4.069781,0.022773,0,0,0.07590580426809206,Accession,,,1485.7195,1486.979227,0.012868,0.016084,6.004096,0.011377,0.003974814064929608,YCPNILFPYARE,104,113,8.0,0.6072464341447364,44,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,300.0,2.613848,8.0,4.553624,0.020853,0.0,0.0,0.5740148945103943,Accession,,,949.4473,952.547893,0.005895,0.013557,4.83126,0.014278,0.0039715881610718285,DLDTASSQL,45.0,52.0,7.0,4.01810426157276,21.0,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,dimer_deltaC,600.0,7.715918,17.0,10.033722,0.057622,0.0,0.0,0.7689985829784801,Accession,,,2467.2405,2476.461423,0.055982,0.060196,5.016296,0.009472,0.007449531913029506,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,12.303977327655682,8.0,141.0,156.0,155.0,xxQQAGEGTEEHQDA,dimer_deltaN,600.0,6.995511,14.0,7.113751,0.03215,0.0,0.0,0.9833786704089024,Accession,,,1640.7147,1648.572221,0.015208,0.018606,3.46432,0.003736,0.005156802015845375,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.78392271531573,38.0 +296,101,113,112,xxxNILFpYARE,SecB WT apo,300.0,0.39769,9,4.069781,0.022773,0,0,0.09771778874588093,Accession,,,1485.7195,1487.067997,0.017356,0.019858,5.992764,0.001837,0.004909919795503435,YCPNILFPYARE,104,113,8.0,0.7817423099670474,44,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,600.0,0.917699,8.0,2.245694,0.058034,0.0,0.0,0.4086482842275039,Accession,,,980.4506,981.943695,0.023211,0.02682,5.511461,0.005397,0.015942223584056243,CEVQQGGIF,78.0,85.0,7.0,2.860537989592527,31.0,62.0,69.0,68.0,xxVTASL,dimer_deltaC,6000.00048,3.057496,6.0,3.273373,0.023509,0.0,0.0,0.9340505955172234,Accession,,,690.4032,693.821561,0.021133,0.031542,4.956211,0.005902,0.011741029294906648,VTVTASL,64.0,69.0,5.0,4.670252977586117,26.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +359,101,113,112,xxxNILFpYARE,SecB WT apo,600.0,0.493751,9,4.069781,0.022773,0,0,0.12132127011256871,Accession,,,1485.7195,1487.164057,0.020416,0.022582,6.007914,0.009834,0.005590076206674552,YCPNILFPYARE,104,113,8.0,0.9705701609005497,44,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,6000.00048,5.475051,9.0,5.327547,0.022525,0.0,0.0,1.0276870387065566,Accession,,,1206.63,1212.84935,0.04893,0.050441,5.375302,0.007304,0.010417390904532154,SMVARGTFPQL,118.0,127.0,8.0,8.221496309652453,41.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +422,101,113,112,xxxNILFpYARE,SecB WT apo,6000.00048,1.571629,9,4.069781,0.022773,0,0,0.3861704106437177,Accession,,,1485.7195,1488.241936,0.024325,0.026169,6.005402,0.001473,0.0067834521802700165,YCPNILFPYARE,104,113,8.0,3.0893632851497417,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +45,114,127,126,xxSMVSRGTFpQL,SecB WT apo,0.0,0.0,11,6.261897,0.065228,0,0,0.0,Accession,,,1436.7566,1437.800961,0.010637,0.0,5.453641,0.008677,0.0,ITSMVSRGTFPQL,116,127,10.0,0.0,45,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,0.0,0.0,13.0,8.257736,0.024315,0.0,0.0,0.0,Accession,,,1743.9541,1745.009032,0.007244,0.0,5.870244,0.00823,0.0,VARGTFPQLNLAPVNF,120.0,134.0,12.0,0.0,45.0,9.0,18.0,17.0,xxFQIQRIY,dimer_deltaC,10.020000000000001,2.590261,8.0,5.0734,0.020042,0.0,0.0,0.5105572200102495,Accession,,,1199.6241,1202.992169,0.018296,0.025401,5.512056,0.00189,0.005397683240628647,MTFQIQRIY,11.0,18.0,7.0,3.5739005400717465,0.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaN,10.020000000000001,4.361438,15.0,8.797349,0.026752,0.0,0.0,0.4957673044459188,Accession,,,1754.7967,1760.138159,0.020293,0.026552,5.595306,0.002199,0.003373757573996273,LDLDTASSQLADDVYE,44.0,58.0,14.0,6.940742262242863,6.0 +108,114,127,126,xxSMVSRGTFpQL,SecB WT apo,10.020000000000001,1.383869,11,6.261897,0.065228,0,0,0.22099836519188992,Accession,,,1436.7566,1439.18483,0.060618,0.061544,5.457618,0.009634,0.010094334825476881,ITSMVSRGTFPQL,116,127,10.0,2.209983651918899,45,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,30.0,2.566765,12.0,5.264543,0.061768,0.0,0.0,0.48755703961388486,Accession,,,1672.8329,1676.412802,0.009313,0.021522,5.125878,0.004267,0.007031063733403459,TKDISFEAPNAPHVF,20.0,33.0,11.0,5.363127435752734,2.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaC,30.0,4.409431,12.0,6.94944,0.074753,0.0,0.0,0.6345016289082285,Accession,,,1363.6223,1368.735764,0.012319,0.01707,5.024053,0.00515,0.007253689296927418,LDLDTASSQLADD,44.0,55.0,11.0,6.979517917990513,18.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaN,30.0,2.297117,7.0,3.886385,0.009917,0.0,0.0,0.591067791791086,Accession,,,988.5574,991.372379,0.012677,0.02309,5.207153,0.005483,0.006129706325735941,VARGTFPQL,120.0,127.0,6.0,3.5464067507465162,30.0 +171,114,127,126,xxSMVSRGTFpQL,SecB WT apo,30.0,1.509128,11,6.261897,0.065228,0,0,0.2410017283899751,Accession,,,1436.7566,1439.310089,0.011036,0.015328,5.453279,0.008894,0.003506292834453767,ITSMVSRGTFPQL,116,127,10.0,2.410017283899751,45,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,60.0,6.376827,14.0,8.2421,0.035257,0.0,0.0,0.7736895936715157,Accession,,,2120.056,2127.707913,0.072255,0.075489,4.598918,0.007554,0.009738572449282142,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,10.057964717729703,12.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaC,60.0,2.844067,11.0,5.099171,0.025247,0.0,0.0,0.5577508579335739,Accession,,,1521.7519,1525.563637,0.062083,0.062173,5.733006,0.007317,0.01250158471916358,GAYCPNILFPAARE,101.0,113.0,10.0,5.577508579335739,36.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaN,300.0,3.517451,9.0,4.82295,0.028983,0.0,0.0,0.7293152531127215,Accession,,,1037.515,1041.630761,0.013582,0.02666,5.915555,0.015116,0.0070543818214231155,ASLGEETAFL,68.0,76.0,8.0,5.834522024901772,15.0 +234,114,127,126,xxSMVSRGTFpQL,SecB WT apo,60.0,1.549264,11,6.261897,0.065228,0,0,0.24741128766570256,Accession,,,1436.7566,1439.350225,0.074141,0.0749,5.458974,0.012299,0.012235726615236609,ITSMVSRGTFPQL,116,127,10.0,2.4741128766570255,45,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,300.0,1.765501,6.0,3.201185,0.006567,0.0,0.0,0.5515148296646398,Accession,,,721.3363,723.461794,0.013413,0.020402,4.220186,0.015203,0.006472909339510744,DTASSQL,47.0,52.0,5.0,2.757574148323199,22.0,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,dimer_deltaC,600.0,8.9228,18.0,10.774211,0.021003,0.0,0.0,0.8281627304310265,Accession,,,2580.3245,2590.834973,0.038334,0.040298,5.310351,0.006322,0.004073768966676516,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,14.07876641732745,9.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaN,6000.00048,4.424972,9.0,4.541007,0.086153,0.0,0.0,0.9744472977029106,Accession,,,1385.706,1390.991503,0.046441,0.048089,4.690126,0.006126,0.02130568021256627,QKDWQPEVKLD,35.0,44.0,8.0,7.795578381623285,0.0 +297,114,127,126,xxSMVSRGTFpQL,SecB WT apo,300.0,2.042283,11,6.261897,0.065228,0,0,0.3261444575022553,Accession,,,1436.7566,1439.843244,0.073563,0.074328,5.447831,0.003763,0.012346499635011643,ITSMVSRGTFPQL,116,127,10.0,3.261444575022553,45,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,600.0,0.676144,6.0,1.481827,0.023424,0.0,0.0,0.4562907815824654,Accession,,,748.3988,749.460617,0.031251,0.032559,5.406991,0.006707,0.023125795252825536,VQQGGIF,80.0,85.0,5.0,2.281453907912327,32.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaC,6000.00048,5.440785,11.0,5.919469,0.103664,0.0,0.0,0.9191339628605201,Accession,,,1237.6311,1243.748017,0.072431,0.072583,5.943508,0.007335,0.02023459314135812,VTASLGEETAFL,66.0,76.0,10.0,9.191339628605201,27.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +360,114,127,126,xxSMVSRGTFpQL,SecB WT apo,600.0,2.512943,11,6.261897,0.065228,0,0,0.40130698412956967,Accession,,,1436.7566,1440.313904,0.042697,0.044002,5.46279,0.007961,0.00817634653731194,ITSMVSRGTFPQL,116,127,10.0,4.013069841295697,45,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,6000.00048,4.551268,8.0,4.784294,0.031285,0.0,0.0,0.9512935450873212,Accession,,,1119.5979,1124.874182,0.012636,0.017373,5.330215,0.006189,0.007202915543404848,MVARGTFPQL,119.0,127.0,7.0,6.659054815611249,42.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +423,114,127,126,xxSMVSRGTFpQL,SecB WT apo,6000.00048,4.181852,11,6.261897,0.065228,0,0,0.6678251015626734,Accession,,,1436.7566,1441.982813,0.037618,0.039093,5.458117,0.002261,0.009347080613001954,ITSMVSRGTFPQL,116,127,10.0,6.678251015626734,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +46,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,0.0,0.0,17,10.369175,0.083226,0,0,0.0,Accession,,,2192.1532,2193.499287,0.012153,0.0,5.967586,0.008792,0.0,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,0.0,46,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,0.0,0.0,5.0,2.709472,0.019689,0.0,0.0,0.0,Accession,,,774.4145,774.801666,0.011261,0.0,5.482912,0.009183,0.0,NLAPVNF,129.0,134.0,4.0,0.0,46.0,11.0,18.0,17.0,xxIQRIY,dimer_deltaC,10.020000000000001,1.909669,6.0,3.642506,0.0147,0.0,0.0,0.5242733985887738,Accession,,,967.536,969.968374,0.023351,0.026259,5.138654,0.002308,0.007513120915368028,FQIQRIY,13.0,18.0,5.0,2.6213669929438685,1.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaN,10.020000000000001,2.159795,8.0,4.553624,0.020853,0.0,0.0,0.4743024457003916,Accession,,,949.4473,952.09384,0.040725,0.042515,4.818418,0.00173,0.009585840269907178,DLDTASSQL,45.0,52.0,7.0,3.3201171199027413,7.0 +109,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,10.020000000000001,4.183438,17,10.369175,0.083226,0,0,0.4034494547541149,Accession,,,2192.1532,2197.682725,0.039031,0.040879,5.962301,0.010479,0.005101778069225432,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,6.455191276065839,46,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,30.0,3.426827,13.0,6.3179,0.036001,0.0,0.0,0.542399689770335,Accession,,,1800.8915,1805.299301,0.059403,0.060313,4.94444,0.005038,0.010034229755508037,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,6.50879627724402,3.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaC,30.0,4.756897,14.0,8.416065,0.046315,0.0,0.0,0.5652162857582493,Accession,,,1625.7541,1631.388739,0.01795,0.040575,5.651652,0.008225,0.005737459194328165,LDLDTASSQLADDVY,44.0,57.0,13.0,7.347811714857241,19.0,118.0,134.0,133.0,xxRGTFpQLNLApVNF,dimer_deltaN,30.0,6.087817,13.0,8.257736,0.024315,0.0,0.0,0.7372259176122851,Accession,,,1743.9541,1751.096849,0.025046,0.026073,5.873639,0.008299,0.0038316363539171623,VARGTFPQLNLAPVNF,120.0,134.0,12.0,8.84671101134742,31.0 +172,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,30.0,4.643844,17,10.369175,0.083226,0,0,0.4478508656667478,Accession,,,2192.1532,2198.143131,0.133458,0.13401,5.958803,0.011004,0.013414460512645623,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,7.165613850667965,46,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,60.0,7.435012,15.0,8.993855,0.080943,0.0,0.0,0.8266768810482269,Accession,,,2233.14,2241.9129,0.048929,0.054956,5.033334,0.004724,0.009627542142676884,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,11.573476334675176,13.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaC,60.0,2.476857,12.0,5.223489,0.096278,0.0,0.0,0.4741767427862871,Accession,,,1624.761,1628.574736,0.086476,0.087298,5.870132,0.006165,0.018859914661400273,GAYCPNILFPAAREC,101.0,114.0,11.0,5.215944170649157,37.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaN,300.0,0.712526,9.0,2.452847,0.025554,0.0,0.0,0.29048937826126126,Accession,,,1093.5347,1094.933602,0.030699,0.033478,5.74714,0.014603,0.01398012384769905,LCEVQQGGIF,77.0,85.0,8.0,2.32391502609009,16.0 +235,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,60.0,4.797287,17,10.369175,0.083226,0,0,0.46264886068563793,Accession,,,2192.1532,2198.296574,0.053363,0.05473,5.961176,0.012799,0.006453510734547713,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,7.402381770970207,46,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,300.0,1.977721,7.0,3.776811,0.029739,0.0,0.0,0.5236483901365464,Accession,,,846.5043,848.932887,0.016516,0.024896,4.629619,0.012764,0.0077751638592490945,RVTVTASL,63.0,69.0,6.0,3.1418903408192786,23.0,24.0,33.0,32.0,xxxNApHVF,dimer_deltaC,600.0,3.012099,6.0,2.961946,0.018193,0.0,0.0,1.016932449139856,Accession,,,981.4789,985.02796,0.01869,0.022854,4.853031,0.004776,0.009927251696057944,EAPNAPHVF,27.0,33.0,5.0,5.084662245699279,10.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaN,6000.00048,2.870613,5.0,2.773604,0.024238,0.0,0.0,1.0349757932278725,Accession,,,901.4414,904.792772,0.002837,0.009286,4.512609,0.005075,0.009644234069064178,DWQPEVK,37.0,42.0,4.0,4.13990317291149,1.0 +298,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,300.0,5.150309,17,10.369175,0.083226,0,0,0.49669419216089994,Accession,,,2192.1532,2198.649596,0.027648,0.030201,5.953067,0.000387,0.004937222227823568,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,7.947107074574399,46,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,600.0,4.649065,8.0,4.718741,0.031945,0.0,0.0,0.9852341970029719,Accession,,,875.4469,880.552586,0.01281,0.023719,4.540886,0.003883,0.008351835945265751,SIAGIEGTQ,87.0,94.0,7.0,6.896639379020803,33.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaC,6000.00048,4.339599,8.0,4.512616,0.036923,0.0,0.0,0.961659268149561,Accession,,,924.4309,929.285959,0.034198,0.04502,5.299625,0.006207,0.012706011817733098,ASLGEETAF,68.0,75.0,7.0,6.731614877046927,28.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +361,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,600.0,5.661273,17,10.369175,0.083226,0,0,0.5459714008105756,Accession,,,2192.1532,2199.16056,0.073318,0.074319,5.968148,0.011132,0.008400786929602251,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,8.73554241296921,46,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,6000.00048,3.495653,6.0,2.866933,0.018046,0.0,0.0,1.2193005556809315,Accession,,,875.4734,879.465196,0.026076,0.028533,4.108567,0.002091,0.012568042605108487,VARGTFPQ,120.0,126.0,5.0,6.096502778404657,43.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +424,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,6000.00048,7.491677,17,10.369175,0.083226,0,0,0.7224949911637136,Accession,,,2192.1532,2200.990964,0.118328,0.11895,5.964279,0.003936,0.012853917645515803,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,11.559919858619418,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +47,116,127,126,xxVSRGTFpQL,SecB WT apo,0.0,0.0,9,5.327547,0.022525,0,0,0.0,Accession,,,1222.6249,1223.412876,0.016888,0.0,5.370679,0.013979,0.0,SMVSRGTFPQL,118,127,8.0,0.0,47,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,18.0,9.445908,0.065306,0.0,0.0,0.0,Accession,,,2195.9298,2197.262151,0.009862,0.0,4.994012,0.008488,0.0,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,0.0,47.0,18.0,33.0,32.0,xxDISFEApNApHVF,dimer_deltaC,10.020000000000001,1.90301,12.0,5.264543,0.061768,0.0,0.0,0.36147677015839746,Accession,,,1672.8329,1675.749048,0.043334,0.04748,5.128234,0.001803,0.00996627080566159,TKDISFEAPNAPHVF,20.0,33.0,11.0,3.976244471742372,2.0,45.0,52.0,51.0,xxASSQL,dimer_deltaN,10.020000000000001,1.396783,6.0,3.201185,0.006567,0.0,0.0,0.4363331078959823,Accession,,,721.3363,723.093076,0.014228,0.020947,4.205576,0.001614,0.006604452638193359,DTASSQL,47.0,52.0,5.0,2.1816655394799116,8.0 +110,116,127,126,xxVSRGTFpQL,SecB WT apo,10.020000000000001,1.523209,9,5.327547,0.022525,0,0,0.28591188402467405,Accession,,,1222.6249,1224.936085,0.0085,0.018907,5.376767,0.011169,0.0037491442457999167,SMVSRGTFPQL,118,127,8.0,2.2872950721973924,47,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,30.0,3.980239,14.0,6.812215,0.036048,0.0,0.0,0.5842797093162797,Accession,,,1928.9865,1934.103277,0.039376,0.04221,4.616682,0.005151,0.006924774319008842,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,7.595636221111636,4.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaC,30.0,4.849842,15.0,8.797349,0.026752,0.0,0.0,0.5512844835415759,Accession,,,1754.7967,1760.626563,0.015604,0.023166,5.595273,0.009081,0.00312163154076726,LDLDTASSQLADDVYE,44.0,58.0,14.0,7.717982769582062,20.0,127.0,134.0,133.0,xxApVNF,dimer_deltaN,30.0,2.788665,5.0,2.709472,0.019689,0.0,0.0,1.0292282038714555,Accession,,,774.4145,777.590331,0.008782,0.01428,5.491248,0.008892,0.009149556867131611,NLAPVNF,129.0,134.0,4.0,4.116912815485822,32.0 +173,116,127,126,xxVSRGTFpQL,SecB WT apo,30.0,1.749663,9,5.327547,0.022525,0,0,0.32841812564018674,Accession,,,1222.6249,1225.162539,0.022783,0.02836,5.372587,0.00902,0.005501396175836328,SMVSRGTFPQL,118,127,8.0,2.627345005121494,47,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,60.0,3.3672,9.0,4.541007,0.086153,0.0,0.0,0.741509537421986,Accession,,,1385.706,1389.933731,0.025593,0.028474,4.694064,0.007933,0.015402243871596694,QKDWQPEVKLD,35.0,44.0,8.0,5.932076299375888,14.0,101.0,108.0,107.0,xxxNILF,dimer_deltaC,60.0,0.421757,5.0,1.880751,0.035057,0.0,0.0,0.22424924936900206,Accession,,,869.4226,870.434764,0.017032,0.021946,6.448149,0.006792,0.012394830156437686,YCPNILF,104.0,108.0,4.0,0.8969969974760083,38.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaN,300.0,0.679688,8.0,2.245694,0.058034,0.0,0.0,0.3026627848673951,Accession,,,980.4506,981.705684,0.005094,0.014372,5.521484,0.01549,0.010106116913212256,CEVQQGGIF,78.0,85.0,7.0,2.1186394940717657,17.0 +236,116,127,126,xxVSRGTFpQL,SecB WT apo,60.0,1.84738,9,5.327547,0.022525,0,0,0.346759962887235,Accession,,,1222.6249,1225.260256,0.003606,0.017269,5.377611,0.012804,0.0035575979786627862,SMVSRGTFPQL,118,127,8.0,2.77407970309788,47,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,300.0,4.243076,13.0,7.227718,0.036737,0.0,0.0,0.5870561081658139,Accession,,,1480.7642,1485.8572,0.0696,0.078158,5.269738,0.016869,0.011217778684874502,RVTVTASLGEETAF,63.0,75.0,12.0,7.044673297989767,24.0,24.0,35.0,34.0,xxxNApHVFQK,dimer_deltaC,600.0,4.247328,8.0,4.321766,0.016281,0.0,0.0,0.9827760225796585,Accession,,,1237.6324,1242.585274,0.01029,0.021211,4.053595,0.005054,0.006147775821144883,EAPNAPHVFQK,27.0,35.0,7.0,6.879432158057609,11.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaN,6000.00048,3.733378,8.0,3.461806,0.000977,0.0,0.0,1.0784480701691546,Accession,,,1157.6048,1161.972993,0.017672,0.024979,4.111714,0.002711,0.0072220142013354515,QPEVKLDLDT,39.0,47.0,8.0,8.627584561353236,2.0 +299,116,127,126,xxVSRGTFpQL,SecB WT apo,300.0,2.351348,9,5.327547,0.022525,0,0,0.44135659432005014,Accession,,,1222.6249,1225.764224,0.009286,0.019273,5.365241,0.002959,0.0040705434220596115,SMVSRGTFPQL,118,127,8.0,3.530852754560401,47,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,600.0,2.809437,6.0,3.27942,0.02358,0.0,0.0,0.8566871580950289,Accession,,,850.4128,853.771781,0.009799,0.023642,5.707141,0.006801,0.009482412372595925,GAYCPNIL,101.0,107.0,5.0,4.283435790475145,34.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaC,6000.00048,4.657553,9.0,4.82295,0.028983,0.0,0.0,0.9657062586176511,Accession,,,1037.515,1042.770864,0.028208,0.036359,5.905697,0.007416,0.009513731706464853,ASLGEETAFL,68.0,76.0,8.0,7.725650068941209,29.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +362,116,127,126,xxVSRGTFpQL,SecB WT apo,600.0,2.753105,9,5.327547,0.022525,0,0,0.5167678483174339,Accession,,,1222.6249,1226.165982,0.044355,0.047461,5.381367,0.006693,0.009172623556129618,SMVSRGTFPQL,118,127,8.0,4.1341427865394715,47,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,6000.00048,4.18052,7.0,3.886385,0.009917,0.0,0.0,1.0756834436114795,Accession,,,988.5574,993.255781,0.016682,0.02551,5.212518,0.006313,0.007114740279078214,VARGTFPQL,120.0,127.0,6.0,6.4541006616688765,44.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +425,116,127,126,xxVSRGTFpQL,SecB WT apo,6000.00048,4.570137,9,5.327547,0.022525,0,0,0.8578313809338519,Accession,,,1222.6249,1227.983013,0.015344,0.022818,5.378024,0.002633,0.005612389254585193,SMVSRGTFPQL,118,127,8.0,6.862651047470815,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +48,117,127,126,xxSRGTFpQL,SecB WT apo,0.0,0.0,8,4.784294,0.031285,0,0,0.0,Accession,,,1135.5928,1136.313458,0.008507,0.0,5.302281,0.011051,0.0,MVSRGTFPQL,119,127,7.0,0.0,48,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,0.0,0.0,13.0,7.945226,0.075043,0.0,0.0,0.0,Accession,,,1597.6799,1598.639236,0.004482,0.0,4.737464,0.008209,0.0,MNYLQQQAGEGTEE,140.0,152.0,12.0,0.0,48.0,18.0,34.0,33.0,xxDISFEApNApHVFQ,dimer_deltaC,10.020000000000001,2.640899,13.0,6.3179,0.036001,0.0,0.0,0.41800265911141365,Accession,,,1800.8915,1804.513374,0.031359,0.033049,4.949143,0.0035,0.005747768856803126,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,5.016031909336964,3.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaN,10.020000000000001,0.424221,7.0,3.776811,0.029739,0.0,0.0,0.11232253877676167,Accession,,,846.5043,847.379387,0.039829,0.043971,4.617826,0.001994,0.011675907691502353,RVTVTASL,63.0,69.0,6.0,0.67393523266057,9.0 +111,117,127,126,xxSRGTFpQL,SecB WT apo,10.020000000000001,1.547433,8,4.784294,0.031285,0,0,0.323440198282129,Accession,,,1135.5928,1137.860891,0.016724,0.018763,5.311235,0.01171,0.004455749921746452,MVSRGTFPQL,119,127,7.0,2.264081387974903,48,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,30.0,2.798844,9.0,4.61559,0.003636,0.0,0.0,0.6063892156799022,Accession,,,1328.6634,1332.217612,0.018595,0.020943,5.483529,0.008605,0.004562523963469962,ISFEAPNAPHVF,23.0,33.0,8.0,4.851113725439218,5.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaC,30.0,2.177366,8.0,4.553624,0.020853,0.0,0.0,0.47816113056326126,Accession,,,949.4473,952.111411,0.001459,0.012295,4.817572,0.005181,0.0034763578601376102,DLDTASSQL,45.0,52.0,7.0,3.347127913942829,21.0,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,dimer_deltaN,30.0,9.48155,18.0,9.445908,0.065306,0.0,0.0,1.0037732740992185,Accession,,,2195.9298,2206.743701,0.056221,0.057079,4.996644,0.004153,0.009201895723395508,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.064145659686712,33.0 +174,117,127,126,xxSRGTFpQL,SecB WT apo,30.0,1.770479,8,4.784294,0.031285,0,0,0.37006066098780716,Accession,,,1135.5928,1138.083937,0.022857,0.024388,5.304475,0.008961,0.005642728575164287,MVSRGTFPQL,119,127,7.0,2.59042462691465,48,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,60.0,1.969483,5.0,2.773604,0.024238,0.0,0.0,0.7100808190354498,Accession,,,901.4414,903.891642,0.013706,0.016311,4.514095,0.007818,0.008549212728251807,DWQPEVK,37.0,42.0,4.0,2.8403232761417994,15.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaC,60.0,2.601367,11.0,6.261897,0.065228,0.0,0.0,0.41542794459889715,Accession,,,1390.7511,1394.167934,0.064031,0.065222,5.513103,0.008019,0.01127886461707913,IASMVARGTFPQL,116.0,127.0,10.0,4.154279445988972,39.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaN,300.0,0.50251,6.0,1.481827,0.023424,0.0,0.0,0.33911515986684004,Accession,,,748.3988,749.286983,0.021173,0.02306,5.418316,0.014865,0.01645926787118219,VQQGGIF,80.0,85.0,5.0,1.6955757993342002,18.0 +237,117,127,126,xxSRGTFpQL,SecB WT apo,60.0,1.84982,8,4.784294,0.031285,0,0,0.3866442990334624,Accession,,,1135.5928,1138.163279,0.042509,0.043352,5.311445,0.013264,0.00940743258573374,MVSRGTFPQL,119,127,7.0,2.706510093234237,48,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,300.0,4.171964,14.0,7.681216,0.046195,0.0,0.0,0.5431384822403119,Accession,,,1593.8483,1598.892891,0.041146,0.074867,5.726139,0.015627,0.0102795468368335,RVTVTASLGEETAFL,63.0,76.0,13.0,7.060800269124055,25.0,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,dimer_deltaC,600.0,7.054853,14.0,8.2421,0.035257,0.0,0.0,0.8559533371349534,Accession,,,2120.056,2128.385939,0.051916,0.05633,4.594005,0.004503,0.007753440055725116,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,11.127393382754393,12.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaN,6000.00048,4.911472,9.0,5.63459,0.03405,0.0,0.0,0.8716644866795986,Accession,,,1062.5313,1067.991769,0.026987,0.027699,5.212586,0.00585,0.0072050286032986745,LDLDTASSQL,44.0,52.0,8.0,6.973315893436789,3.0 +300,117,127,126,xxSRGTFpQL,SecB WT apo,300.0,2.292806,8,4.784294,0.031285,0,0,0.47923601685013506,Accession,,,1135.5928,1138.606265,0.021744,0.023349,5.299011,0.003661,0.005799853398745577,MVSRGTFPQL,119,127,7.0,3.3546521179509456,48,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,600.0,3.158261,7.0,3.337438,0.025744,0.0,0.0,0.9463130101592898,Accession,,,997.4812,1001.297866,0.022472,0.032029,6.397075,0.008168,0.012057527139390244,GAYCPNILF,101.0,108.0,6.0,5.677878060955739,35.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaC,6000.00048,2.969645,9.0,2.452847,0.025554,0.0,0.0,1.2106931251725035,Accession,,,1093.5347,1097.19072,0.080499,0.0816,5.738393,0.008548,0.03557829341325947,LCEVQQGGIF,77.0,85.0,8.0,9.685545001380028,30.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +363,117,127,126,xxSRGTFpQL,SecB WT apo,600.0,2.720491,8,4.784294,0.031285,0,0,0.568629561644832,Accession,,,1135.5928,1139.033949,0.019927,0.021667,5.312047,0.006965,0.0058596745102735695,MVSRGTFPQL,119,127,7.0,3.980406931513824,48,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,6000.00048,7.754741,13.0,8.257736,0.024315,0.0,0.0,0.939088026064287,Accession,,,1743.9541,1752.763773,0.070387,0.070759,5.875567,0.007624,0.00900392420856064,VARGTFPQLNLAPVNF,120.0,134.0,12.0,11.269056312771443,45.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +426,117,127,126,xxSRGTFpQL,SecB WT apo,6000.00048,4.31645,8,4.784294,0.031285,0,0,0.902212531253305,Accession,,,1135.5928,1140.629908,0.011486,0.014293,5.312387,0.002337,0.006612947445998672,MVSRGTFPQL,119,127,7.0,6.315487718773135,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +49,118,126,125,xxRGTFpQ,SecB WT apo,0.0,0.0,6,2.866933,0.018046,0,0,0.0,Accession,,,891.4683,892.055873,0.008274,0.0,4.086703,0.012754,0.0,VSRGTFPQ,120,126,5.0,0.0,49,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,17.0,9.473422,0.002415,0.0,0.0,0.0,Accession,,,2048.8614,2050.042701,0.007994,0.0,4.490222,0.007607,0.0,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,0.0,49.0,18.0,35.0,34.0,xxDISFEApNApHVFQK,dimer_deltaC,10.020000000000001,3.165901,14.0,6.812215,0.036048,0.0,0.0,0.46473885513008617,Accession,,,1928.9865,1933.28894,0.059851,0.061752,4.620124,0.001952,0.009392559358531822,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,6.04160511669112,4.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaN,10.020000000000001,2.272383,13.0,7.227718,0.036737,0.0,0.0,0.31439840347949377,Accession,,,1480.7642,1483.886507,0.045501,0.057747,5.255959,0.001222,0.008147902873753821,RVTVTASLGEETAF,63.0,75.0,12.0,3.7727808417539253,10.0 +112,118,126,125,xxRGTFpQ,SecB WT apo,10.020000000000001,1.000356,6,2.866933,0.018046,0,0,0.3489289774124474,Accession,,,891.4683,893.056228,0.017536,0.01939,4.104942,0.01393,0.00711101228005108,VSRGTFPQ,120,126,5.0,1.7446448870622369,49,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,30.0,3.465349,10.0,5.560889,0.032429,0.0,0.0,0.6231645695499406,Accession,,,1456.7219,1461.056196,0.022596,0.025261,5.25148,0.007499,0.0058173687199572,ISFEAPNAPHVFQ,23.0,34.0,9.0,5.608481125949465,6.0,45.0,52.0,51.0,xxASSQL,dimer_deltaC,30.0,1.420643,6.0,3.201185,0.006567,0.0,0.0,0.44378659777551127,Accession,,,721.3363,723.116935,0.032336,0.035804,4.202202,0.005829,0.011221598895993952,DTASSQL,47.0,52.0,5.0,2.2189329888775564,22.0,138.0,152.0,151.0,xxYLQQQAGEGTEE,dimer_deltaN,30.0,8.042048,13.0,7.945226,0.075043,0.0,0.0,1.0121861857674028,Accession,,,1597.6799,1606.681284,0.040609,0.040856,4.733813,0.005079,0.010855349375444053,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.146234229208833,34.0 +175,118,126,125,xxRGTFpQ,SecB WT apo,30.0,1.090408,6,2.866933,0.018046,0,0,0.3803395475234336,Accession,,,891.4683,893.14628,0.012194,0.014736,4.104652,0.005207,0.005670184475037608,VSRGTFPQ,120,126,5.0,1.9016977376171678,49,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,60.0,2.855183,8.0,3.461806,0.000977,0.0,0.0,0.8247668991272185,Accession,,,1157.6048,1161.094798,0.011801,0.021235,4.111295,0.007444,0.006138496252056717,QPEVKLDLDT,39.0,47.0,8.0,6.598135193017748,16.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaC,60.0,6.126788,17.0,10.369175,0.083226,0.0,0.0,0.590865522088305,Accession,,,2146.1478,2153.615965,0.127164,0.128181,6.005685,0.004827,0.013240219515170727,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,9.45384835341288,40.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaN,300.0,4.636357,8.0,4.718741,0.031945,0.0,0.0,0.9825411057737647,Accession,,,875.4469,880.539878,0.043976,0.048294,4.551191,0.014343,0.012206115077486734,SIAGIEGTQ,87.0,94.0,7.0,6.877787740416354,19.0 +238,118,126,125,xxRGTFpQ,SecB WT apo,60.0,1.18167,6,2.866933,0.018046,0,0,0.41217217144593193,Accession,,,891.4683,893.237543,0.023803,0.0252,4.117452,0.014168,0.009164773824960632,VSRGTFPQ,120,126,5.0,2.0608608572296596,49,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,300.0,2.011368,6.0,3.273373,0.023509,0.0,0.0,0.6144634296183172,Accession,,,690.4032,692.775434,0.017349,0.029142,4.960855,0.013688,0.0099364721651371,VTVTASL,64.0,69.0,5.0,3.072317148091586,26.0,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,dimer_deltaC,600.0,8.212544,15.0,8.993855,0.080943,0.0,0.0,0.9131283526363277,Accession,,,2233.14,2242.690432,0.099259,0.102365,5.02829,0.010021,0.014038426944675709,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,12.783796936908589,13.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaN,6000.00048,6.297878,12.0,6.94944,0.074753,0.0,0.0,0.9062425173826956,Accession,,,1363.6223,1370.624211,0.022885,0.025755,5.027095,0.006761,0.010428888871061638,LDLDTASSQLADD,44.0,55.0,11.0,9.968667691209651,4.0 +301,118,126,125,xxRGTFpQ,SecB WT apo,300.0,1.510418,6,2.866933,0.018046,0,0,0.5268410527905605,Accession,,,891.4683,893.56629,0.01262,0.015091,4.103663,0.003357,0.0062213366204567815,VSRGTFPQ,120,126,5.0,2.6342052639528024,49,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,600.0,4.69227,11.0,5.099171,0.025247,0.0,0.0,0.9202025191938061,Accession,,,1521.7519,1527.411841,0.026202,0.026415,5.727736,0.006975,0.006898776159640071,GAYCPNILFPAARE,101.0,113.0,10.0,9.202025191938061,36.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaC,6000.00048,2.722656,8.0,2.245694,0.058034,0.0,0.0,1.2123895775648865,Accession,,,980.4506,983.748652,0.060591,0.062063,5.511573,0.007287,0.0417780333641294,CEVQQGGIF,78.0,85.0,7.0,8.486727042954206,31.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +364,118,126,125,xxRGTFpQ,SecB WT apo,600.0,1.782724,6,2.866933,0.018046,0,0,0.6218226934497597,Accession,,,891.4683,893.838597,0.028281,0.029466,4.114652,0.00423,0.01099795012550876,VSRGTFPQ,120,126,5.0,3.1091134672487986,49,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,6000.00048,2.772351,5.0,2.709472,0.019689,0.0,0.0,1.0232071045576407,Accession,,,774.4145,777.574016,0.005834,0.012682,5.496285,0.006924,0.008785948346238368,NLAPVNF,129.0,134.0,4.0,4.092828418230563,46.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +427,118,126,125,xxRGTFpQ,SecB WT apo,6000.00048,2.846163,6,2.866933,0.018046,0,0,0.9927553242437128,Accession,,,891.4683,894.902035,0.037287,0.038194,4.115173,0.002812,0.014715008791565936,VSRGTFPQ,120,126,5.0,4.963776621218564,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +50,118,127,126,xxRGTFpQL,SecB WT apo,0.0,0.0,7,3.886385,0.009917,0,0,0.0,Accession,,,1004.5524,1005.069629,0.008462,0.0,5.189418,0.011628,0.0,VSRGTFPQL,120,127,6.0,0.0,50,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,16.0,8.866259,0.083961,0.0,0.0,0.0,Accession,,,1917.8209,1918.892548,0.006464,0.0,4.260242,0.008125,0.0,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,0.0,50.0,21.0,33.0,32.0,xxFEApNApHVF,dimer_deltaC,10.020000000000001,1.998576,9.0,4.61559,0.003636,0.0,0.0,0.43300553125385915,Accession,,,1328.6634,1331.417344,0.026881,0.028555,5.482699,0.002284,0.006196037849217951,ISFEAPNAPHVF,23.0,33.0,8.0,3.4640442500308732,5.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaN,10.020000000000001,2.247373,14.0,7.681216,0.046195,0.0,0.0,0.29258036748348176,Accession,,,1593.8483,1596.9683,0.044797,0.076934,5.713102,0.003167,0.010169249299931843,RVTVTASLGEETAFL,63.0,76.0,13.0,3.803544777285263,11.0 +113,118,127,126,xxRGTFpQL,SecB WT apo,10.020000000000001,1.515538,7,3.886385,0.009917,0,0,0.38996085050760537,Accession,,,1004.5524,1006.585167,0.027651,0.028917,5.198678,0.009844,0.00750683438284959,VSRGTFPQL,120,127,6.0,2.3397651030456323,50,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,30.0,4.044798,11.0,6.220337,0.064196,0.0,0.0,0.6502538367294248,Accession,,,1584.8169,1589.741446,0.019936,0.026214,4.849809,0.002599,0.007924343574093436,ISFEAPNAPHVFQK,23.0,35.0,10.0,6.502538367294248,7.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaC,30.0,0.898476,7.0,3.776811,0.029739,0.0,0.0,0.2378927619094522,Accession,,,846.5043,847.853642,0.028138,0.033747,4.614405,0.00587,0.009129552131803555,RVTVTASL,63.0,69.0,6.0,1.4273565714567131,23.0,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,dimer_deltaN,30.0,9.230564,17.0,9.473422,0.002415,0.0,0.0,0.9743642793491095,Accession,,,2048.8614,2059.273265,0.03131,0.032315,4.487322,0.005599,0.0034201537212170375,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.589828469585752,35.0 +176,118,127,126,xxRGTFpQL,SecB WT apo,30.0,1.723729,7,3.886385,0.009917,0,0,0.44353017006807094,Accession,,,1004.5524,1006.793359,0.025586,0.026949,5.196603,0.008788,0.007025961419780195,VSRGTFPQL,120,127,6.0,2.6611810204084256,50,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,60.0,3.09593,9.0,5.63459,0.03405,0.0,0.0,0.5494508029865527,Accession,,,1062.5313,1066.176227,0.054235,0.054593,5.216576,0.005834,0.010242048932574372,LDLDTASSQL,44.0,52.0,8.0,4.3956064238924215,17.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaC,60.0,2.837788,9.0,5.327547,0.022525,0.0,0.0,0.5326631562330656,Accession,,,1206.63,1210.212087,0.062831,0.064015,5.383108,0.008435,0.012225082356144607,SMVARGTFPQL,118.0,127.0,8.0,4.261305249864525,41.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaN,300.0,2.630851,6.0,3.27942,0.02358,0.0,0.0,0.8022305773581914,Accession,,,850.4128,853.593196,0.026004,0.033751,5.716614,0.014708,0.01179802102331986,GAYCPNIL,101.0,107.0,5.0,4.011152886790957,20.0 +239,118,127,126,xxRGTFpQL,SecB WT apo,60.0,1.823333,7,3.886385,0.009917,0,0,0.4691591285989422,Accession,,,1004.5524,1006.892962,0.00827,0.011833,5.203604,0.01106,0.003271635688259964,VSRGTFPQL,120,127,6.0,2.814954771593653,50,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,300.0,4.014101,11.0,5.919469,0.103664,0.0,0.0,0.6781184258250191,Accession,,,1237.6311,1242.321333,0.069607,0.069765,5.9515,0.014447,0.01673108300018766,VTASLGEETAFL,66.0,76.0,10.0,6.7811842582501916,27.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaC,600.0,3.830065,9.0,4.541007,0.086153,0.0,0.0,0.8434395718835052,Accession,,,1385.706,1390.396595,0.018467,0.022289,4.687205,0.003208,0.01673779542828841,QKDWQPEVKLD,35.0,44.0,8.0,6.747516575068041,14.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaN,6000.00048,7.371307,14.0,8.416065,0.046315,0.0,0.0,0.8758614625718789,Accession,,,1625.7541,1634.003149,0.031416,0.048074,5.652991,0.008021,0.007474048281591363,LDLDTASSQLADDVY,44.0,57.0,13.0,11.386199013434426,5.0 +302,118,127,126,xxRGTFpQL,SecB WT apo,300.0,2.210576,7,3.886385,0.009917,0,0,0.5688000545494077,Accession,,,1004.5524,1007.280205,0.038228,0.039153,5.19107,0.004145,0.010178417390695462,VSRGTFPQL,120,127,6.0,3.4128003272964467,50,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,600.0,5.179708,12.0,5.223489,0.096278,0.0,0.0,0.9916184374084065,Accession,,,1624.761,1631.277587,0.046465,0.047978,5.864261,0.007469,0.020455394478980173,GAYCPNILFPAAREC,101.0,114.0,11.0,10.907802811492472,37.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaC,6000.00048,1.854198,6.0,1.481827,0.023424,0.0,0.0,1.2512918174658716,Accession,,,748.3988,750.638671,0.003243,0.009694,5.407504,0.007121,0.020833572359649697,VQQGGIF,80.0,85.0,5.0,6.2564590873293575,32.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +365,118,127,126,xxRGTFpQL,SecB WT apo,600.0,2.530454,7,3.886385,0.009917,0,0,0.651107391573403,Accession,,,1004.5524,1007.600084,0.014221,0.016548,5.204578,0.007815,0.004570610457810469,VSRGTFPQL,120,127,6.0,3.906644349440418,50,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,9.305062,18.0,9.445908,0.065306,0.0,0.0,0.9850892047646452,Accession,,,2195.9298,2206.567213,0.048656,0.049645,5.002259,0.006026,0.008602715721281724,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.74651648099897,47.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +428,118,127,126,xxRGTFpQL,SecB WT apo,6000.00048,3.737299,7,3.886385,0.009917,0,0,0.9616389009323575,Accession,,,1004.5524,1008.806928,0.043533,0.044348,5.204482,0.00315,0.011671973487796493,VSRGTFPQL,120,127,6.0,5.769833405594145,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +51,118,129,128,xxRGTFpQLNL,SecB WT apo,0.0,0.0,9,5.261997,0.057452,0,0,0.0,Accession,,,1231.6793,1232.401844,0.057902,0.0,5.527944,0.006686,0.0,VSRGTFPQLNL,120,129,8.0,0.0,51,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,15.0,7.418282,0.029146,0.0,0.0,0.0,Accession,,,1803.778,1804.770393,0.012711,0.0,3.825289,0.00716,0.0,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,0.0,51.0,21.0,34.0,33.0,xxFEApNApHVFQ,dimer_deltaC,10.020000000000001,2.635443,10.0,5.560889,0.032429,0.0,0.0,0.4739247627492654,Accession,,,1456.7219,1460.22629,0.046031,0.047397,5.254191,0.001139,0.008960165862292244,ISFEAPNAPHVFQ,23.0,34.0,9.0,4.265322864743389,6.0,62.0,69.0,68.0,xxVTASL,dimer_deltaN,10.020000000000001,0.465607,6.0,3.273373,0.023509,0.0,0.0,0.14224074066719558,Accession,,,690.4032,691.229673,0.032522,0.040075,4.945785,0.001083,0.01228526978015151,VTVTASL,64.0,69.0,5.0,0.7112037033359779,12.0 +114,118,129,128,xxRGTFpQLNL,SecB WT apo,10.020000000000001,2.842809,9,5.261997,0.057452,0,0,0.5402528735763247,Accession,,,1231.6793,1235.244653,0.007879,0.058435,5.527923,0.009807,0.012574464106736778,VSRGTFPQLNL,120,129,8.0,4.322022988610597,51,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,30.0,5.774413,17.0,10.033722,0.057622,0.0,0.0,0.5755005968871771,Accession,,,2467.2405,2474.519918,0.069555,0.072989,5.013088,0.005685,0.007989962694651529,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,9.208009550194834,8.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaC,30.0,2.830022,13.0,7.227718,0.036737,0.0,0.0,0.3915512475721936,Accession,,,1480.7642,1484.444146,0.043051,0.055838,5.253455,0.00815,0.007977763432616441,RVTVTASLGEETAF,63.0,75.0,12.0,4.698614970866323,24.0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,dimer_deltaN,30.0,8.667923,16.0,8.866259,0.083961,0.0,0.0,0.9776302496915554,Accession,,,1917.8209,1927.560471,0.058198,0.058556,4.255107,0.005089,0.011372162104185818,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.664453745373331,36.0 +177,118,129,128,xxRGTFpQLNL,SecB WT apo,30.0,3.121441,9,5.261997,0.057452,0,0,0.593204633145933,Accession,,,1231.6793,1235.523284,0.074112,0.094049,5.524751,0.007594,0.019010571174096335,VSRGTFPQLNL,120,129,8.0,4.745637065167464,51,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,60.0,4.574325,12.0,6.94944,0.074753,0.0,0.0,0.6582292961735046,Accession,,,1363.6223,1368.900658,0.050715,0.052074,5.033532,0.004584,0.010309252437862116,LDLDTASSQLADD,44.0,55.0,11.0,7.24052225790855,18.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaC,60.0,2.768115,8.0,4.784294,0.031285,0.0,0.0,0.5785837994069762,Accession,,,1119.5979,1123.091029,0.045822,0.047348,5.335575,0.005857,0.010595090838876603,MVARGTFPQL,119.0,127.0,7.0,4.050086595848834,42.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaN,300.0,2.907983,7.0,3.337438,0.025744,0.0,0.0,0.871321954145665,Accession,,,997.4812,1001.047588,0.02175,0.031526,6.407952,0.015301,0.011593252687102913,GAYCPNILF,101.0,108.0,6.0,5.22793172487399,21.0 +240,118,129,128,xxRGTFpQLNL,SecB WT apo,60.0,3.231707,9,5.261997,0.057452,0,0,0.614159795226033,Accession,,,1231.6793,1235.63355,0.031543,0.065936,5.530151,0.012008,0.014211993237250914,VSRGTFPQLNL,120,129,8.0,4.913278361808264,51,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,300.0,3.508854,8.0,4.512616,0.036923,0.0,0.0,0.7775653855767918,Accession,,,924.4309,928.455214,0.010532,0.031116,5.310432,0.014147,0.009382052098482786,ASLGEETAF,68.0,75.0,7.0,5.442957699037542,28.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaC,600.0,2.477038,5.0,2.773604,0.024238,0.0,0.0,0.8930755796429481,Accession,,,901.4414,904.399197,0.018624,0.020616,4.509881,0.00312,0.010777632875053003,DWQPEVK,37.0,42.0,4.0,3.5723023185717926,15.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaN,6000.00048,7.939825,15.0,8.797349,0.026752,0.0,0.0,0.9025247264829438,Accession,,,1754.7967,1763.716546,0.036301,0.040136,5.594438,0.007921,0.005324163924318604,LDLDTASSQLADDVYE,44.0,58.0,14.0,12.635346170761213,6.0 +303,118,129,128,xxRGTFpQLNL,SecB WT apo,300.0,3.583036,9,5.261997,0.057452,0,0,0.6809270320754649,Accession,,,1231.6793,1235.98488,0.03664,0.068521,5.519437,0.003369,0.014994717165334194,VSRGTFPQLNL,120,129,8.0,5.447416256603719,51,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,600.0,1.246326,5.0,1.880751,0.035057,0.0,0.0,0.6626746443309083,Accession,,,869.4226,871.259333,0.002913,0.014143,6.44182,0.008279,0.014461151555769741,YCPNILF,104.0,108.0,4.0,2.650698577323633,38.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaC,6000.00048,4.5613,8.0,4.718741,0.031945,0.0,0.0,0.96663495623091,Accession,,,875.4469,880.464822,0.013623,0.024168,4.543502,0.004216,0.008309933950204575,SIAGIEGTQ,87.0,94.0,7.0,6.76644469361637,33.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +366,118,129,128,xxRGTFpQLNL,SecB WT apo,600.0,3.847563,9,5.261997,0.057452,0,0,0.7311982503980903,Accession,,,1231.6793,1236.249407,0.077958,0.097108,5.535043,0.010732,0.02010738964326104,VSRGTFPQLNL,120,129,8.0,5.849586003184722,51,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,6000.00048,7.930811,13.0,7.945226,0.075043,0.0,0.0,0.9981857029617535,Accession,,,1597.6799,1606.570046,0.057233,0.057408,4.742026,0.00598,0.011878251405844262,MNYLQQQAGEGTEE,140.0,152.0,12.0,11.978228435541041,48.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +429,118,129,128,xxRGTFpQLNL,SecB WT apo,6000.00048,5.063366,9,5.261997,0.057452,0,0,0.9622517838759695,Accession,,,1231.6793,1237.465209,0.019766,0.061182,5.532381,0.000978,0.015670657881891155,VSRGTFPQLNL,120,129,8.0,7.698014271007756,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +52,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,0.0,0.0,13,8.257736,0.024315,0,0,0.0,Accession,,,1759.949,1761.011454,0.003059,0.0,5.865969,0.011348,0.0,VSRGTFPQLNLAPVNF,120,134,12.0,0.0,52,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,14.0,7.113751,0.03215,0.0,0.0,0.0,Accession,,,1640.7147,1641.576711,0.010719,0.0,3.455933,0.003761,0.0,LQQQAGEGTEEHQDA,143.0,156.0,13.0,0.0,52.0,21.0,35.0,34.0,xxFEApNApHVFQK,dimer_deltaC,10.020000000000001,3.20389,11.0,6.220337,0.064196,0.0,0.0,0.5150669489450491,Accession,,,1584.8169,1588.900539,0.020537,0.026674,4.847721,0.000703,0.006829707409070073,ISFEAPNAPHVFQK,23.0,35.0,10.0,5.150669489450491,7.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaN,10.020000000000001,2.396959,11.0,5.919469,0.103664,0.0,0.0,0.40492804337686367,Accession,,,1237.6311,1240.704191,0.044873,0.045119,5.93702,0.005226,0.010410708532729088,VTASLGEETAFL,66.0,76.0,10.0,4.0492804337686366,13.0 +115,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,10.020000000000001,5.106977,13,8.257736,0.024315,0,0,0.6184475987122863,Accession,,,1759.949,1766.118431,0.046366,0.046467,5.859868,0.011736,0.005914410023331319,VSRGTFPQLNLAPVNF,120,134,12.0,7.421371184547436,52,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,30.0,6.982305,18.0,10.774211,0.021003,0.0,0.0,0.6480571988055552,Accession,,,2580.3245,2588.894478,0.035723,0.037823,5.307579,0.009264,0.0037309038020305,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,11.016972379694439,9.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaC,30.0,2.719897,14.0,7.681216,0.046195,0.0,0.0,0.3540971898199452,Accession,,,1593.8483,1597.440825,0.054545,0.082989,5.715338,0.009221,0.011012020933810622,RVTVTASLGEETAFL,63.0,76.0,13.0,4.603263467659287,25.0,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,dimer_deltaN,30.0,7.485765,15.0,7.418282,0.029146,0.0,0.0,1.0090968501871458,Accession,,,1803.778,1812.256159,0.039697,0.041683,3.824846,0.005413,0.0068768726807085815,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.12735590262004,37.0 +178,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,30.0,5.585119,13,8.257736,0.024315,0,0,0.6763499099511052,Accession,,,1759.949,1766.596573,0.04802,0.048118,5.858159,0.009745,0.0061579481092232735,VSRGTFPQLNLAPVNF,120,134,12.0,8.116198919413263,52,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,60.0,5.004605,14.0,8.416065,0.046315,0.0,0.0,0.5946490432286348,Accession,,,1625.7541,1631.636446,0.04744,0.059789,5.6604,0.006344,0.007821630942826962,LDLDTASSQLADDVY,44.0,57.0,13.0,7.730437561972252,19.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaC,60.0,2.026425,6.0,2.866933,0.018046,0.0,0.0,0.7068267727219297,Accession,,,875.4734,877.995969,0.042582,0.044129,4.109217,0.006813,0.016022517732488632,VARGTFPQ,120.0,126.0,5.0,3.5341338636096484,43.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaN,300.0,4.260994,11.0,5.099171,0.025247,0.0,0.0,0.8356248496079068,Accession,,,1521.7519,1526.980564,0.040125,0.040265,5.735929,0.014756,0.0089146200777252,GAYCPNILFPAARE,101.0,113.0,10.0,8.356248496079068,22.0 +241,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,60.0,5.781336,13,8.257736,0.024315,0,0,0.7001115075609101,Accession,,,1759.949,1766.79279,0.046617,0.046718,5.861506,0.013244,0.006021365216699785,VSRGTFPQLNLAPVNF,120,134,12.0,8.40133809073092,52,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,300.0,3.517451,9.0,4.82295,0.028983,0.0,0.0,0.7293152531127215,Accession,,,1037.515,1041.630761,0.013582,0.02666,5.915555,0.015116,0.0070543818214231155,ASLGEETAFL,68.0,76.0,8.0,5.834522024901772,29.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaC,600.0,3.324001,8.0,3.461806,0.000977,0.0,0.0,0.9601927433253047,Accession,,,1157.6048,1161.563616,0.029365,0.034263,4.102315,0.00316,0.009901144120709669,QPEVKLDLDT,39.0,47.0,8.0,7.6815419466024375,16.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaN,6000.00048,4.129858,8.0,4.553624,0.020853,0.0,0.0,0.9069387371465012,Accession,,,949.4473,954.063903,0.009972,0.015763,4.823119,0.007136,0.005406711204380036,DLDTASSQL,45.0,52.0,7.0,6.348571160025508,7.0 +304,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,300.0,6.11996,13,8.257736,0.024315,0,0,0.7411183888659071,Accession,,,1759.949,1767.131414,0.039606,0.039724,5.849938,0.002055,0.005282351103220655,VSRGTFPQLNLAPVNF,120,134,12.0,8.893420666390885,52,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,600.0,4.166366,11.0,6.261897,0.065228,0.0,0.0,0.6653520490675588,Accession,,,1390.7511,1395.732933,0.053717,0.05513,5.506715,0.005173,0.01120474490253714,IASMVARGTFPQL,116.0,127.0,10.0,6.6535204906755885,39.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaC,6000.00048,3.333045,6.0,3.27942,0.02358,0.0,0.0,1.0163519768739593,Accession,,,850.4128,854.29539,0.010918,0.024127,5.708006,0.008663,0.010369754628821191,GAYCPNIL,101.0,107.0,5.0,5.081759884369797,34.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +367,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,600.0,6.391497,13,8.257736,0.024315,0,0,0.7740011305762258,Accession,,,1759.949,1767.402952,0.081859,0.081916,5.864668,0.009691,0.010178345284430707,VSRGTFPQLNLAPVNF,120,134,12.0,9.28801356691471,52,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,9.080477,17.0,9.473422,0.002415,0.0,0.0,0.9585213241846505,Accession,,,2048.8614,2059.123178,0.031586,0.032582,4.496112,0.005209,0.0034479754473502548,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.336341186954408,49.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +430,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,6000.00048,7.602352,13,8.257736,0.024315,0,0,0.9206339364687852,Accession,,,1759.949,1768.613806,0.020445,0.020673,5.863158,0.002888,0.003689972394266175,VSRGTFPQLNLAPVNF,120,134,12.0,11.047607237625423,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +53,127,134,133,xxApVNF,SecB WT apo,0.0,0.0,5,2.709472,0.019689,0,0,0.0,Accession,,,774.4145,774.802321,0.017181,0.0,5.490231,0.009406,0.0,NLAPVNF,129,134,4.0,0.0,53,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,10.020000000000001,2.590261,8.0,5.0734,0.020042,0.0,0.0,0.5105572200102495,Accession,,,1199.6241,1202.992169,0.018296,0.025401,5.512056,0.00189,0.005397683240628647,MTFQIQRIY,11.0,18.0,7.0,3.5739005400717465,0.0,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,dimer_deltaC,10.020000000000001,4.999026,17.0,10.033722,0.057622,0.0,0.0,0.4982224941053779,Accession,,,2467.2405,2473.744531,0.048668,0.05346,5.019877,0.005603,0.006047681459525283,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,7.971559905686046,8.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaN,10.020000000000001,2.463839,8.0,4.512616,0.036923,0.0,0.0,0.5459890670954497,Accession,,,924.4309,927.410199,0.014838,0.032825,5.295548,0.001576,0.0085363501283089,ASLGEETAF,68.0,75.0,7.0,3.821923469668148,14.0 +116,127,134,133,xxApVNF,SecB WT apo,10.020000000000001,2.454506,5,2.709472,0.019689,0,0,0.9058982709546362,Accession,,,774.4145,777.256827,0.00609,0.018228,5.491457,0.012291,0.009412448976792496,NLAPVNF,129,134,4.0,3.6235930838185446,53,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,30.0,2.378079,6.0,2.961946,0.018193,0.0,0.0,0.8028772300372795,Accession,,,981.4789,984.39394,0.029642,0.032429,4.848829,0.003946,0.012007915426510297,EAPNAPHVF,27.0,33.0,5.0,4.0143861501863976,10.0,62.0,69.0,68.0,xxVTASL,dimer_deltaC,30.0,1.042738,6.0,3.273373,0.023509,0.0,0.0,0.3185515369009276,Accession,,,690.4032,691.806803,0.029898,0.037976,4.945487,0.004496,0.0118249134148051,VTVTASL,64.0,69.0,5.0,1.5927576845046378,26.0,141.0,156.0,155.0,xxQQAGEGTEEHQDA,dimer_deltaN,30.0,7.017586,14.0,7.113751,0.03215,0.0,0.0,0.986481815289852,Accession,,,1640.7147,1648.594296,0.030587,0.032411,3.457159,0.005123,0.0063745375928128,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.824263598768077,38.0 +179,127,134,133,xxApVNF,SecB WT apo,30.0,2.668592,5,2.709472,0.019689,0,0,0.9849121895336065,Accession,,,774.4145,777.470913,0.035105,0.039084,5.486562,0.008553,0.016102892465644152,NLAPVNF,129,134,4.0,3.939648758134426,53,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,60.0,5.101423,15.0,8.797349,0.026752,0.0,0.0,0.5798818484977689,Accession,,,1754.7967,1760.878145,0.060327,0.06271,5.603714,0.007175,0.007343153973957629,LDLDTASSQLADDVYE,44.0,58.0,14.0,8.118345878968764,20.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaC,60.0,2.714957,7.0,3.886385,0.009917,0.0,0.0,0.6985815867444939,Accession,,,988.5574,991.790218,0.036403,0.041202,5.216537,0.006248,0.010750446589311468,VARGTFPQL,120.0,127.0,6.0,4.1914895204669635,44.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaN,300.0,4.584237,12.0,5.223489,0.096278,0.0,0.0,0.877619728882362,Accession,,,1624.761,1630.682116,0.029709,0.032023,5.87402,0.01419,0.017298811888593994,GAYCPNILFPAAREC,101.0,114.0,11.0,9.65381701770598,23.0 +242,127,134,133,xxApVNF,SecB WT apo,60.0,2.720626,5,2.709472,0.019689,0,0,1.004116669225591,Accession,,,774.4145,777.522947,0.019757,0.026182,5.491567,0.011226,0.01210856057314698,NLAPVNF,129,134,4.0,4.016466676902364,53,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,300.0,0.712526,9.0,2.452847,0.025554,0.0,0.0,0.29048937826126126,Accession,,,1093.5347,1094.933602,0.030699,0.033478,5.74714,0.014603,0.01398012384769905,LCEVQQGGIF,77.0,85.0,8.0,2.32391502609009,30.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaC,600.0,3.717092,9.0,5.63459,0.03405,0.0,0.0,0.6596916545835633,Accession,,,1062.5313,1066.797389,0.010572,0.012277,5.211716,0.007053,0.004543117929630306,LDLDTASSQL,44.0,52.0,8.0,5.277533236668506,17.0,45.0,52.0,51.0,xxASSQL,dimer_deltaN,6000.00048,2.905114,6.0,3.201185,0.006567,0.0,0.0,0.907512061939563,Accession,,,721.3363,724.601407,0.036096,0.039233,4.210498,0.006245,0.012396366697591227,DTASSQL,47.0,52.0,5.0,4.537560309697815,8.0 +305,127,134,133,xxApVNF,SecB WT apo,300.0,2.732169,5,2.709472,0.019689,0,0,1.0083769088589953,Accession,,,774.4145,777.53449,0.018496,0.025245,5.481115,0.003304,0.011853526243279212,NLAPVNF,129,134,4.0,4.033507635435981,53,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,600.0,7.457519,17.0,10.369175,0.083226,0.0,0.0,0.7192008043069964,Accession,,,2146.1478,2154.946697,0.091167,0.09258,5.999662,0.008303,0.010631932931958807,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,11.507212868911942,40.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaC,6000.00048,3.841455,7.0,3.337438,0.025744,0.0,0.0,1.1510191350371153,Accession,,,997.4812,1001.981061,0.028408,0.03644,6.396779,0.007292,0.014072835389883931,GAYCPNILF,101.0,108.0,6.0,6.906114810222691,35.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +368,127,134,133,xxApVNF,SecB WT apo,600.0,2.7229,5,2.709472,0.019689,0,0,1.0049559471365639,Accession,,,774.4145,777.525221,0.024697,0.030085,5.494679,0.006653,0.013289878201554852,NLAPVNF,129,134,4.0,4.0198237885462555,53,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,8.457976,16.0,8.866259,0.083961,0.0,0.0,0.953950927894166,Accession,,,1917.8209,1927.350524,0.07605,0.076324,4.264724,0.004865,0.012478412512879261,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.30926391841249,50.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +431,127,134,133,xxApVNF,SecB WT apo,6000.00048,2.733653,5,2.709472,0.019689,0,0,1.008924617047159,Accession,,,774.4145,777.535974,0.009639,0.0197,5.4944,0.003097,0.010325525409984099,NLAPVNF,129,134,4.0,4.035698468188636,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +54,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,0.0,0.0,14,8.347099,0.114195,0,0,0.0,Accession,,,1744.7483,1745.815463,0.022629,0.0,5.30637,0.009548,0.0,FMNYLQQQAGEGTEE,139,152,13.0,0.0,54,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,10.020000000000001,1.909669,6.0,3.642506,0.0147,0.0,0.0,0.5242733985887738,Accession,,,967.536,969.968374,0.023351,0.026259,5.138654,0.002308,0.007513120915368028,FQIQRIY,13.0,18.0,5.0,2.6213669929438685,1.0,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,dimer_deltaC,10.020000000000001,5.990189,18.0,10.774211,0.021003,0.0,0.0,0.5559747252026158,Accession,,,2580.3245,2587.902362,0.057624,0.058948,5.309341,0.001742,0.005577526360530466,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,9.451570328444468,9.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaN,10.020000000000001,2.42588,9.0,4.82295,0.028983,0.0,0.0,0.5029867612146093,Accession,,,1037.515,1040.539191,0.026254,0.034865,5.900452,0.004939,0.00783546468816537,ASLGEETAFL,68.0,76.0,8.0,4.023894089716874,15.0 +117,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,10.020000000000001,8.210642,14,8.347099,0.114195,0,0,0.9836521646622377,Accession,,,1744.7483,1754.026105,0.0086,0.024208,5.306373,0.01019,0.013766112517184322,FMNYLQQQAGEGTEE,139,152,13.0,12.78747814060909,54,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,30.0,3.589783,8.0,4.321766,0.016281,0.0,0.0,0.8306287290889881,Accession,,,1237.6324,1241.927729,0.020753,0.027834,4.052444,0.007796,0.007160352119518361,EAPNAPHVFQK,27.0,35.0,7.0,5.814401103622917,11.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaC,30.0,2.919869,11.0,5.919469,0.103664,0.0,0.0,0.49326535876782185,Accession,,,1237.6311,1241.227102,0.05074,0.050958,5.942935,0.007361,0.012195342811855782,VTASLGEETAFL,66.0,76.0,10.0,4.932653587678218,27.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaN,60.0,3.3672,9.0,4.541007,0.086153,0.0,0.0,0.741509537421986,Accession,,,1385.706,1389.933731,0.025593,0.028474,4.694064,0.007933,0.015402243871596694,QKDWQPEVKLD,35.0,44.0,8.0,5.932076299375888,0.0 +180,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,30.0,8.31618,14,8.347099,0.114195,0,0,0.9962958388297538,Accession,,,1744.7483,1754.131643,0.135033,0.136916,5.299233,0.008886,0.021326813193472006,FMNYLQQQAGEGTEE,139,152,13.0,12.951845904786799,54,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,60.0,2.273362,8.0,4.553624,0.020853,0.0,0.0,0.4992423616881851,Accession,,,949.4473,952.207407,0.029056,0.031517,4.824815,0.005833,0.0072891232308535114,DLDTASSQL,45.0,52.0,7.0,3.494696531817296,21.0,9.0,18.0,17.0,xxFQIQRIY,dimer_deltaC,300.0,4.377735,8.0,5.0734,0.020042,0.0,0.0,0.8628799227342611,Accession,,,1199.6241,1204.779643,0.016999,0.024484,5.52605,0.014663,0.005908406418910734,MTFQIQRIY,11.0,18.0,7.0,6.0401594591398275,0.0,101.0,108.0,107.0,xxxNILF,dimer_deltaN,300.0,0.996342,5.0,1.880751,0.035057,0.0,0.0,0.5297575277110048,Accession,,,869.4226,871.00935,0.031083,0.034025,6.451586,0.014704,0.020610650313167753,YCPNILF,104.0,108.0,4.0,2.1190301108440193,24.0 +243,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,60.0,8.226765,14,8.347099,0.114195,0,0,0.9855837339415766,Accession,,,1744.7483,1754.042228,0.084073,0.087065,5.305216,0.01136,0.017047098913081725,FMNYLQQQAGEGTEE,139,152,13.0,12.812588541240496,54,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,300.0,0.679688,8.0,2.245694,0.058034,0.0,0.0,0.3026627848673951,Accession,,,980.4506,981.705684,0.005094,0.014372,5.521484,0.01549,0.010106116913212256,CEVQQGGIF,78.0,85.0,7.0,2.1186394940717657,31.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaC,600.0,5.244944,12.0,6.94944,0.074753,0.0,0.0,0.7547290141363909,Accession,,,1363.6223,1369.571277,0.012341,0.017086,5.029031,0.008783,0.008482513261277766,LDLDTASSQLADD,44.0,55.0,11.0,8.3020191555003,18.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaN,6000.00048,3.507286,7.0,3.776811,0.029739,0.0,0.0,0.928636884397975,Accession,,,846.5043,850.462452,0.004315,0.019123,4.623359,0.006072,0.008894081335994508,RVTVTASL,63.0,69.0,6.0,5.57182130638785,9.0 +306,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,300.0,8.300359,14,8.347099,0.114195,0,0,0.9944004497850092,Accession,,,1744.7483,1754.115822,0.042148,0.047838,5.294384,0.003252,0.014762098005385249,FMNYLQQQAGEGTEE,139,152,13.0,12.92720584720512,54,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,600.0,4.123986,9.0,5.327547,0.022525,0.0,0.0,0.7740872112437488,Accession,,,1206.63,1211.498285,0.027981,0.030546,5.375842,0.007318,0.0066019489336817255,SMVARGTFPQL,118.0,127.0,8.0,6.19269768994999,41.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaC,6000.00048,6.179923,11.0,5.099171,0.025247,0.0,0.0,1.2119466085761783,Accession,,,1521.7519,1528.899493,0.049359,0.049473,5.726907,0.009257,0.01140785030584682,GAYCPNILFPAARE,101.0,113.0,10.0,12.119466085761783,36.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +369,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,600.0,8.21744,14,8.347099,0.114195,0,0,0.9844665793469084,Accession,,,1744.7483,1754.032903,0.082885,0.085918,5.306447,0.007209,0.016951222697300244,FMNYLQQQAGEGTEE,139,152,13.0,12.79806553150981,54,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,7.301958,15.0,7.418282,0.029146,0.0,0.0,0.9843192803940319,Accession,,,1803.778,1812.072351,0.047874,0.049533,3.834821,0.005386,0.007716257691937763,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.780469925516448,51.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +432,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,6000.00048,8.36239,14,8.347099,0.114195,0,0,1.001831893931053,Accession,,,1744.7483,1754.177853,0.037663,0.043939,5.307309,0.002611,0.014681968751776133,FMNYLQQQAGEGTEE,139,152,13.0,13.023814621103691,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +55,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,0.0,0.0,17,8.626155,0.156008,0,0,0.0,Accession,,,2124.8927,2126.153914,0.039447,0.0,4.996288,0.006732,0.0,FMNYLQQQAGEGTEEHQD,139,155,16.0,0.0,55,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,10.020000000000001,1.90301,12.0,5.264543,0.061768,0.0,0.0,0.36147677015839746,Accession,,,1672.8329,1675.749048,0.043334,0.04748,5.128234,0.001803,0.00996627080566159,TKDISFEAPNAPHVF,20.0,33.0,11.0,3.976244471742372,2.0,24.0,33.0,32.0,xxxNApHVF,dimer_deltaC,10.020000000000001,1.675231,6.0,2.961946,0.018193,0.0,0.0,0.565584585269279,Accession,,,981.4789,983.691092,0.014171,0.019334,4.848966,0.001437,0.007394335589893929,EAPNAPHVF,27.0,33.0,5.0,2.827922926346395,10.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaN,10.020000000000001,0.170328,9.0,2.452847,0.025554,0.0,0.0,0.06944093944709963,Accession,,,1093.5347,1094.391404,0.017863,0.022304,5.731843,0.003278,0.009121839852346644,LCEVQQGGIF,77.0,85.0,8.0,0.555527515576797,16.0 +118,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,10.020000000000001,8.776319,17,8.626155,0.156008,0,0,1.0174079876839681,Accession,,,2124.8927,2134.930233,0.160697,0.165468,4.993293,0.01082,0.026580534241384676,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.27852780294349,55,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,30.0,5.429866,14.0,8.2421,0.035257,0.0,0.0,0.6587964232416494,Accession,,,2120.056,2126.760951,0.042787,0.048047,4.591731,0.005279,0.006474904391904315,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,8.564353502141444,12.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaC,30.0,2.794171,8.0,4.512616,0.036923,0.0,0.0,0.619190952653627,Accession,,,924.4309,927.740531,0.006406,0.029972,5.293148,0.00709,0.008353531587280036,ASLGEETAF,68.0,75.0,7.0,4.334336668575389,28.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaN,60.0,1.969483,5.0,2.773604,0.024238,0.0,0.0,0.7100808190354498,Accession,,,901.4414,903.891642,0.013706,0.016311,4.514095,0.007818,0.008549212728251807,DWQPEVK,37.0,42.0,4.0,2.8403232761417994,1.0 +181,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,30.0,8.920952,17,8.626155,0.156008,0,0,1.0341747858692545,Accession,,,2124.8927,2135.074866,0.102164,0.109516,4.991807,0.007173,0.022605431081625167,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.546796573908072,55,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,60.0,1.518136,6.0,3.201185,0.006567,0.0,0.0,0.47424188230295966,Accession,,,721.3363,723.214429,0.009316,0.017976,4.211864,0.003438,0.00569907270547799,DTASSQL,47.0,52.0,5.0,2.371209411514798,22.0,11.0,18.0,17.0,xxIQRIY,dimer_deltaC,300.0,3.103335,6.0,3.642506,0.0147,0.0,0.0,0.8519780063505729,Accession,,,967.536,971.16204,0.035894,0.037851,5.153615,0.013983,0.010945533039175146,FQIQRIY,13.0,18.0,5.0,4.259890031752864,1.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaN,300.0,3.711723,11.0,6.261897,0.065228,0.0,0.0,0.5927473735195581,Accession,,,1390.7511,1395.27829,0.045726,0.047378,5.515759,0.015884,0.009765719589796372,IASMVARGTFPQL,116.0,127.0,10.0,5.927473735195581,25.0 +244,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,60.0,8.859927,17,8.626155,0.156008,0,0,1.0271003709068525,Accession,,,2124.8927,2135.013841,0.106327,0.113409,4.994849,0.0107,0.022757390662424017,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.43360593450964,55,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,300.0,0.50251,6.0,1.481827,0.023424,0.0,0.0,0.33911515986684004,Accession,,,748.3988,749.286983,0.021173,0.02306,5.418316,0.014865,0.01645926787118219,VQQGGIF,80.0,85.0,5.0,1.6955757993342002,32.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaC,600.0,5.73126,14.0,8.416065,0.046315,0.0,0.0,0.6809904628825942,Accession,,,1625.7541,1632.363102,0.029001,0.046532,5.654105,0.004907,0.0066793574160039434,LDLDTASSQLADDVY,44.0,57.0,13.0,8.852876017473726,19.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaN,6000.00048,6.318883,13.0,7.227718,0.036737,0.0,0.0,0.8742569923176304,Accession,,,1480.7642,1487.933006,0.064456,0.073614,5.259236,0.005269,0.011112134927917969,RVTVTASLGEETAF,63.0,75.0,12.0,10.491083907811564,10.0 +307,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,300.0,8.473573,17,8.626155,0.156008,0,0,0.9823117020271488,Accession,,,2124.8927,2134.627488,0.032687,0.05123,4.988096,0.003635,0.018731947896246718,FMNYLQQQAGEGTEEHQD,139,155,16.0,15.71698723243438,55,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,600.0,3.987167,8.0,4.784294,0.031285,0.0,0.0,0.8333867024058303,Accession,,,1119.5979,1124.310082,0.016821,0.020618,5.329775,0.007063,0.006947669851284191,MVARGTFPQL,119.0,127.0,7.0,5.833706916840812,42.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaC,6000.00048,6.79002,12.0,5.223489,0.096278,0.0,0.0,1.2999012728848478,Accession,,,1624.761,1632.887898,0.057036,0.058275,5.863025,0.008071,0.026429506621438302,GAYCPNILFPAAREC,101.0,114.0,11.0,14.298914001733326,37.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +370,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,600.0,8.77382,17,8.626155,0.156008,0,0,1.017118287348187,Accession,,,2124.8927,2134.927734,0.091263,0.099423,4.998559,0.005024,0.0217076297095953,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.273892597570992,55,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,6.92399,14.0,7.113751,0.03215,0.0,0.0,0.9733247621402549,Accession,,,1640.7147,1648.500701,0.041845,0.043196,3.469153,0.005756,0.0074980914112633655,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.653221907823314,52.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +433,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,6000.00048,9.063166,17,8.626155,0.156008,0,0,1.0506611578391531,Accession,,,2124.8927,2135.21708,0.092512,0.100571,4.999164,0.001701,0.022293339332271116,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.81057852542645,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,18,9.445908,0.065306,0,0,0.0,Accession,,,2195.9298,2197.254632,0.008295,0.0,5.002566,0.007528,0.0,FMNYLQQQAGEGTEEHQDA,139,156,17.0,0.0,56,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,10.020000000000001,2.640899,13.0,6.3179,0.036001,0.0,0.0,0.41800265911141365,Accession,,,1800.8915,1804.513374,0.031359,0.033049,4.949143,0.0035,0.005747768856803126,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,5.016031909336964,3.0,24.0,35.0,34.0,xxxNApHVFQK,dimer_deltaC,10.020000000000001,2.826411,8.0,4.321766,0.016281,0.0,0.0,0.6539944550445349,Accession,,,1237.6324,1241.164357,0.017233,0.025318,4.065151,0.001969,0.0063552434484352984,EAPNAPHVFQK,27.0,35.0,7.0,4.577961185311745,11.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaN,10.020000000000001,0.186187,8.0,2.245694,0.058034,0.0,0.0,0.08290844611955146,Accession,,,980.4506,981.212183,0.021051,0.024975,5.505962,0.002151,0.011325787624033462,CEVQQGGIF,78.0,85.0,7.0,0.5803591228368602,17.0 +119,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,9.350346,18,9.445908,0.065306,0,0,0.9898832383292322,Accession,,,2195.9298,2206.604978,0.040643,0.041481,5.003905,0.012907,0.008131504145078279,FMNYLQQQAGEGTEEHQDA,139,156,17.0,16.828015051596946,56,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,30.0,6.713472,15.0,8.993855,0.080943,0.0,0.0,0.7464509934838843,Accession,,,2233.14,2241.19136,0.101299,0.104344,5.02668,0.006039,0.0134063361587104,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,10.45031390877438,13.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaC,30.0,2.783195,9.0,4.82295,0.028983,0.0,0.0,0.5770731606174645,Accession,,,1037.515,1040.896505,0.030778,0.038387,5.904494,0.009086,0.008681906126721574,ASLGEETAFL,68.0,76.0,8.0,4.616585284939716,29.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaN,60.0,2.855183,8.0,3.461806,0.000977,0.0,0.0,0.8247668991272185,Accession,,,1157.6048,1161.094798,0.011801,0.021235,4.111295,0.007444,0.006138496252056717,QPEVKLDLDT,39.0,47.0,8.0,6.598135193017748,2.0 +182,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,30.0,9.431452,18,9.445908,0.065306,0,0,0.9984696018635796,Accession,,,2195.9298,2206.686084,0.12446,0.124737,5.000335,0.007029,0.014900852629061111,FMNYLQQQAGEGTEEHQDA,139,156,17.0,16.973983231680855,56,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,60.0,1.365183,7.0,3.776811,0.029739,0.0,0.0,0.36146447359955264,Accession,,,846.5043,848.320349,0.045398,0.049072,4.623688,0.00708,0.013301061152326474,RVTVTASL,63.0,69.0,6.0,2.1687868415973157,23.0,18.0,33.0,32.0,xxDISFEApNApHVF,dimer_deltaC,300.0,3.691328,12.0,5.264543,0.061768,0.0,0.0,0.7011677936717394,Accession,,,1672.8329,1677.537365,0.018243,0.026632,5.14227,0.015137,0.009657601661627626,TKDISFEAPNAPHVF,20.0,33.0,11.0,7.712845730389134,2.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaN,300.0,6.973223,17.0,10.369175,0.083226,0.0,0.0,0.6724954492522307,Accession,,,2146.1478,2154.462401,0.078271,0.079913,6.009157,0.014863,0.009408989475899724,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,10.759927188035691,26.0 +245,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,60.0,9.445162,18,9.445908,0.065306,0,0,0.999921024003198,Accession,,,2195.9298,2206.699794,0.056932,0.057533,5.004496,0.011209,0.00921352873792341,FMNYLQQQAGEGTEEHQDA,139,156,17.0,16.998657408054367,56,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,300.0,4.636357,8.0,4.718741,0.031945,0.0,0.0,0.9825411057737647,Accession,,,875.4469,880.539878,0.043976,0.048294,4.551191,0.014343,0.012206115077486734,SIAGIEGTQ,87.0,94.0,7.0,6.877787740416354,33.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaC,600.0,5.864894,15.0,8.797349,0.026752,0.0,0.0,0.6666660604234298,Accession,,,1754.7967,1761.641615,0.04907,0.051972,5.597144,0.005828,0.0062458492507967475,LDLDTASSQLADDVYE,44.0,58.0,14.0,9.333324845928017,20.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaN,6000.00048,6.534417,14.0,7.681216,0.046195,0.0,0.0,0.8507008525733426,Accession,,,1593.8483,1601.255344,0.106428,0.123446,5.720146,0.009178,0.016865846854616878,RVTVTASLGEETAFL,63.0,76.0,13.0,11.059111083453454,11.0 +308,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,300.0,9.469909,18,9.445908,0.065306,0,0,1.0025408886048859,Accession,,,2195.9298,2206.724542,0.029179,0.030335,4.997132,0.003468,0.007639082056162737,FMNYLQQQAGEGTEEHQDA,139,156,17.0,17.04319510628306,56,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,600.0,3.084413,6.0,2.866933,0.018046,0.0,0.0,1.0758580685352606,Accession,,,875.4734,879.053956,0.020518,0.023561,4.099621,0.001878,0.010648893586375564,VARGTFPQ,120.0,126.0,5.0,5.379290342676303,43.0,101.0,108.0,107.0,xxxNILF,dimer_deltaC,6000.00048,2.167251,5.0,1.880751,0.035057,0.0,0.0,1.1523327649433657,Accession,,,869.4226,872.180259,0.01905,0.023547,6.442795,0.007063,0.02486188481993193,YCPNILF,104.0,108.0,4.0,4.609331059773463,38.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +371,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,600.0,9.380047,18,9.445908,0.065306,0,0,0.9930275628346158,Accession,,,2195.9298,2206.63468,0.064941,0.065469,5.007309,0.005737,0.009755647757373151,FMNYLQQQAGEGTEEHQDA,139,156,17.0,16.881468568188467,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +434,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,9.567863,18,9.445908,0.065306,0,0,1.0129108816219679,Accession,,,2195.9298,2206.822495,0.059387,0.059964,5.008865,0.002592,0.009451992816055617,FMNYLQQQAGEGTEEHQDA,139,156,17.0,17.219484987573452,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +57,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,0.0,0.0,13,7.945226,0.075043,0,0,0.0,Accession,,,1597.6799,1598.587585,0.022436,0.0,4.749421,0.007967,0.0,MNYLQQQAGEGTEE,140,152,12.0,0.0,57,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,10.020000000000001,3.165901,14.0,6.812215,0.036048,0.0,0.0,0.46473885513008617,Accession,,,1928.9865,1933.28894,0.059851,0.061752,4.620124,0.001952,0.009392559358531822,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,6.04160511669112,4.0,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,dimer_deltaC,10.020000000000001,4.534499,14.0,8.2421,0.035257,0.0,0.0,0.5501630652382281,Accession,,,2120.056,2125.865584,0.286267,0.2871,4.594361,0.003032,0.03491276604415234,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,7.152119848096966,12.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaN,10.020000000000001,0.163171,6.0,1.481827,0.023424,0.0,0.0,0.1101147434889498,Accession,,,748.3988,748.947644,0.019919,0.021914,5.402646,0.002178,0.014890587260341141,VQQGGIF,80.0,85.0,5.0,0.550573717444749,18.0 +120,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,10.020000000000001,7.920892,13,7.945226,0.075043,0,0,0.9969372803240588,Accession,,,1597.6799,1606.508477,0.027874,0.035781,4.74694,0.009317,0.010437642040725545,MNYLQQQAGEGTEE,140,152,12.0,11.963247363888705,57,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,30.0,3.097785,9.0,4.541007,0.086153,0.0,0.0,0.6821801860248179,Accession,,,1385.706,1389.664316,0.017528,0.021518,4.684426,0.004887,0.013782668687165142,QKDWQPEVKLD,35.0,44.0,8.0,5.457441488198543,14.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaC,30.0,0.22078,9.0,2.452847,0.025554,0.0,0.0,0.09000969077973472,Accession,,,1093.5347,1094.441856,0.021246,0.025094,5.734349,0.008993,0.010273446760192834,LCEVQQGGIF,77.0,85.0,8.0,0.7200775262378778,30.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaN,60.0,3.09593,9.0,5.63459,0.03405,0.0,0.0,0.5494508029865527,Accession,,,1062.5313,1066.176227,0.054235,0.054593,5.216576,0.005834,0.010242048932574372,LDLDTASSQL,44.0,52.0,8.0,4.3956064238924215,3.0 +183,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,30.0,7.957732,13,7.945226,0.075043,0,0,1.001574026969151,Accession,,,1597.6799,1606.545317,0.147639,0.149334,4.744398,0.007592,0.0210418242213791,MNYLQQQAGEGTEE,140,152,12.0,12.018888323629813,57,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,60.0,3.482426,13.0,7.227718,0.036737,0.0,0.0,0.4818154222397719,Accession,,,1480.7642,1485.09655,0.044359,0.056852,5.262732,0.002888,0.008238247725924297,RVTVTASLGEETAF,63.0,75.0,12.0,5.781785066877263,24.0,18.0,34.0,33.0,xxDISFEApNApHVFQ,dimer_deltaC,300.0,4.541642,13.0,6.3179,0.036001,0.0,0.0,0.7188530999224426,Accession,,,1800.8915,1806.414117,0.04941,0.0505,4.959151,0.012972,0.008981623494929912,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,8.626237199069312,3.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaN,300.0,3.660907,9.0,5.327547,0.022525,0.0,0.0,0.6871655942218811,Accession,,,1206.63,1211.035206,0.031874,0.034148,5.388234,0.01531,0.007037427331806367,SMVARGTFPQL,118.0,127.0,8.0,5.4973247537750485,27.0 +246,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,60.0,7.882691,13,7.945226,0.075043,0,0,0.9921292358455254,Accession,,,1597.6799,1606.470276,0.05743,0.061657,4.748784,0.011063,0.012166826805807876,MNYLQQQAGEGTEE,140,152,12.0,11.905550830146304,57,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,300.0,2.630851,6.0,3.27942,0.02358,0.0,0.0,0.8022305773581914,Accession,,,850.4128,853.593196,0.026004,0.033751,5.716614,0.014708,0.01179802102331986,GAYCPNIL,101.0,107.0,5.0,4.011152886790957,34.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaC,600.0,2.859737,8.0,4.553624,0.020853,0.0,0.0,0.6280134240332534,Accession,,,949.4473,952.793782,0.005115,0.013236,4.822143,0.004704,0.004089001102506556,DLDTASSQL,45.0,52.0,7.0,4.396093968232774,21.0,62.0,69.0,68.0,xxVTASL,dimer_deltaN,6000.00048,3.057496,6.0,3.273373,0.023509,0.0,0.0,0.9340505955172234,Accession,,,690.4032,693.821561,0.021133,0.031542,4.956211,0.005902,0.011741029294906648,VTVTASL,64.0,69.0,5.0,4.670252977586117,12.0 +309,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,300.0,7.939539,13,7.945226,0.075043,0,0,0.9992842242624691,Accession,,,1597.6799,1606.527124,0.086421,0.089286,4.739633,0.004904,0.014675383709361306,MNYLQQQAGEGTEE,140,152,12.0,11.991410691149628,57,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,600.0,3.800609,7.0,3.886385,0.009917,0.0,0.0,0.9779291037815347,Accession,,,988.5574,992.87587,0.001707,0.019374,5.210611,0.007256,0.0055747866215560314,VARGTFPQL,120.0,127.0,6.0,5.867574622689208,44.0,114.0,127.0,126.0,xxSMVARGTFpQL,dimer_deltaC,6000.00048,5.294629,11.0,6.261897,0.065228,0.0,0.0,0.8455311545367161,Accession,,,1390.7511,1396.861197,0.078851,0.079821,5.506114,0.007206,0.015493944865262222,IASMVARGTFPQL,116.0,127.0,10.0,8.455311545367161,39.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +372,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,600.0,7.874928,13,7.945226,0.075043,0,0,0.9911521711276683,Accession,,,1597.6799,1606.462513,0.120672,0.12274,4.750338,0.006805,0.018063395826272095,MNYLQQQAGEGTEE,140,152,12.0,11.89382605353202,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +435,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,6000.00048,7.959433,13,7.945226,0.075043,0,0,1.0017881177955164,Accession,,,1597.6799,1606.547018,0.014326,0.02662,4.752809,0.001736,0.010037609132134681,MNYLQQQAGEGTEE,140,152,12.0,12.021457413546196,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +58,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,17,9.473422,0.002415,0,0,0.0,Accession,,,2048.8614,2050.070786,0.006271,0.0,4.50199,0.00713,0.0,MNYLQQQAGEGTEEHQDA,140,156,16.0,0.0,58,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,10.020000000000001,1.998576,9.0,4.61559,0.003636,0.0,0.0,0.43300553125385915,Accession,,,1328.6634,1331.417344,0.026881,0.028555,5.482699,0.002284,0.006196037849217951,ISFEAPNAPHVF,23.0,33.0,8.0,3.4640442500308732,5.0,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,dimer_deltaC,10.020000000000001,5.837579,15.0,8.993855,0.080943,0.0,0.0,0.6490630547190276,Accession,,,2233.14,2240.315467,0.023169,0.034102,5.033298,0.006806,0.006964156125940612,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,9.086882766066386,13.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaN,10.020000000000001,3.523403,8.0,4.718741,0.031945,0.0,0.0,0.7466828546004115,Accession,,,875.4469,879.426924,0.021415,0.029276,4.537827,0.001392,0.00800275704687903,SIAGIEGTQ,87.0,94.0,7.0,5.22677998220288,19.0 +121,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,9.248142,17,9.473422,0.002415,0,0,0.976219786260973,Accession,,,2048.8614,2059.318928,0.049281,0.049678,4.499821,0.012428,0.0052498358251329156,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.619516580175569,58,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,30.0,1.832991,5.0,2.773604,0.024238,0.0,0.0,0.6608697564612684,Accession,,,901.4414,903.75515,0.005775,0.010561,4.503151,0.005956,0.006917481634283018,DWQPEVK,37.0,42.0,4.0,2.6434790258450738,15.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaC,30.0,0.242153,8.0,2.245694,0.058034,0.0,0.0,0.10782991805651172,Accession,,,980.4506,981.268149,0.007113,0.015205,5.50693,0.008415,0.007321739926735047,CEVQQGGIF,78.0,85.0,7.0,0.754809426395582,31.0,42.0,55.0,54.0,xxLDTASSQLADD,dimer_deltaN,60.0,4.574325,12.0,6.94944,0.074753,0.0,0.0,0.6582292961735046,Accession,,,1363.6223,1368.900658,0.050715,0.052074,5.033532,0.004584,0.010309252437862116,LDLDTASSQLADD,44.0,55.0,11.0,7.24052225790855,4.0 +184,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,30.0,9.261285,17,9.473422,0.002415,0,0,0.9776071413265451,Accession,,,2048.8614,2059.332071,0.012174,0.013694,4.493994,0.006996,0.001466843520169163,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.641714261224722,58,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,60.0,3.362499,14.0,7.681216,0.046195,0.0,0.0,0.4377560792457861,Accession,,,1593.8483,1598.083426,0.016181,0.064606,5.72512,0.007586,0.008813305077712554,RVTVTASLGEETAFL,63.0,76.0,13.0,5.690829030195219,25.0,18.0,35.0,34.0,xxDISFEApNApHVFQK,dimer_deltaC,300.0,5.021697,14.0,6.812215,0.036048,0.0,0.0,0.7371606738777328,Accession,,,1928.9865,1935.144736,0.030958,0.03449,4.631088,0.012872,0.006391395576354009,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,9.583088760410526,4.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaN,300.0,3.667749,8.0,4.784294,0.031285,0.0,0.0,0.7666228287810072,Accession,,,1119.5979,1123.990663,0.045767,0.047295,5.342578,0.016008,0.011083906292403366,MVARGTFPQL,119.0,127.0,7.0,5.36635980146705,28.0 +247,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,60.0,9.330105,17,9.473422,0.002415,0,0,0.9848716757260471,Accession,,,2048.8614,2059.400891,0.052369,0.052743,4.505449,0.013405,0.005573128869861988,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.757946811616753,58,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,300.0,2.907983,7.0,3.337438,0.025744,0.0,0.0,0.871321954145665,Accession,,,997.4812,1001.047588,0.02175,0.031526,6.407952,0.015301,0.011593252687102913,GAYCPNILF,101.0,108.0,6.0,5.22793172487399,35.0,45.0,52.0,51.0,xxASSQL,dimer_deltaC,600.0,1.985412,6.0,3.201185,0.006567,0.0,0.0,0.6202115779000589,Accession,,,721.3363,723.681705,0.043556,0.046189,4.209094,0.006576,0.01448470706953156,DTASSQL,47.0,52.0,5.0,3.1010578895002943,22.0,64.0,76.0,75.0,xxASLGEETAFL,dimer_deltaN,6000.00048,5.440785,11.0,5.919469,0.103664,0.0,0.0,0.9191339628605201,Accession,,,1237.6311,1243.748017,0.072431,0.072583,5.943508,0.007335,0.02023459314135812,VTASLGEETAFL,66.0,76.0,10.0,9.191339628605201,13.0 +310,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,300.0,9.382382,17,9.473422,0.002415,0,0,0.9903899562375665,Accession,,,2048.8614,2059.453168,0.044368,0.044809,4.494857,0.003322,0.004736703222019129,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.846239299801065,58,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,600.0,7.421238,13.0,8.257736,0.024315,0.0,0.0,0.8987012905232137,Accession,,,1743.9541,1752.430269,0.00433,0.008439,5.875002,0.008275,0.002836714778197892,VARGTFPQLNLAPVNF,120.0,134.0,12.0,10.784415486278565,45.0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,dimer_deltaC,6000.00048,8.51771,17.0,10.369175,0.083226,0.0,0.0,0.8214452933815852,Accession,,,2146.1478,2156.006888,0.120873,0.121943,5.999033,0.00705,0.013482237774121872,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,13.143124694105364,40.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +373,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,600.0,9.301176,17,9.473422,0.002415,0,0,0.9818179745397176,Accession,,,2048.8614,2059.371961,0.096332,0.096536,4.505981,0.006502,0.010193266450232705,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.709087592635482,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +436,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,9.466468,17,9.473422,0.002415,0,0,0.999265946349693,Accession,,,2048.8614,2059.537254,0.036017,0.036559,4.508276,0.001766,0.0038675106975201786,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.988255141595088,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +59,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,16,8.866259,0.083961,0,0,0.0,Accession,,,1917.8209,1918.795026,0.018064,0.0,4.272022,0.00822,0.0,NYLQQQAGEGTEEHQDA,141,156,15.0,0.0,59,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,10.020000000000001,2.635443,10.0,5.560889,0.032429,0.0,0.0,0.4739247627492654,Accession,,,1456.7219,1460.22629,0.046031,0.047397,5.254191,0.001139,0.008960165862292244,ISFEAPNAPHVFQ,23.0,34.0,9.0,4.265322864743389,6.0,33.0,44.0,43.0,xxDWQpEVKLD,dimer_deltaC,10.020000000000001,2.959429,9.0,4.541007,0.086153,0.0,0.0,0.6517120541765297,Accession,,,1385.706,1389.52596,0.058514,0.05983,4.68914,0.002814,0.01806855365422939,QKDWQPEVKLD,35.0,44.0,8.0,5.213696433412237,14.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaN,10.020000000000001,0.566388,6.0,3.27942,0.02358,0.0,0.0,0.17270980844173664,Accession,,,850.4128,851.528733,0.02009,0.029437,5.69938,0.00338,0.00906177680086335,GAYCPNIL,101.0,107.0,5.0,0.8635490422086832,20.0 +122,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,8.642402,16,8.866259,0.083961,0,0,0.9747518090775378,Accession,,,1917.8209,1927.437428,0.077018,0.079108,4.271159,0.010796,0.012837954995975212,NYLQQQAGEGTEEHQDA,141,156,15.0,14.621277136163066,59,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,30.0,2.720936,8.0,3.461806,0.000977,0.0,0.0,0.7859874296826569,Accession,,,1157.6048,1160.960552,0.008083,0.019416,4.098658,0.005581,0.005613018065634918,QPEVKLDLDT,39.0,47.0,8.0,6.287899437461255,16.0,78.0,85.0,84.0,xxQGGIF,dimer_deltaC,30.0,0.18471,6.0,1.481827,0.023424,0.0,0.0,0.12465017846212818,Accession,,,748.3988,748.969183,0.003546,0.0098,5.403124,0.008354,0.006900748809555226,VQQGGIF,80.0,85.0,5.0,0.6232508923106409,32.0,42.0,57.0,56.0,xxLDTASSQLADDVY,dimer_deltaN,60.0,5.004605,14.0,8.416065,0.046315,0.0,0.0,0.5946490432286348,Accession,,,1625.7541,1631.636446,0.04744,0.059789,5.6604,0.006344,0.007821630942826962,LDLDTASSQLADDVY,44.0,57.0,13.0,7.730437561972252,5.0 +185,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,30.0,8.689163,16,8.866259,0.083961,0,0,0.9800258485568718,Accession,,,1917.8209,1927.484189,0.195154,0.195989,4.267643,0.007772,0.023974189267080132,NYLQQQAGEGTEEHQDA,141,156,15.0,14.700387728353077,59,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,60.0,1.485798,6.0,3.273373,0.023509,0.0,0.0,0.45390427549808715,Accession,,,690.4032,692.249863,0.031299,0.039089,4.95476,0.004384,0.012378466122614262,VTVTASL,64.0,69.0,5.0,2.269521377490436,26.0,21.0,33.0,32.0,xxFEApNApHVF,dimer_deltaC,300.0,3.690748,9.0,4.61559,0.003636,0.0,0.0,0.7996264832881603,Accession,,,1328.6634,1333.109516,0.010917,0.01456,5.498262,0.015238,0.003216804694101966,ISFEAPNAPHVF,23.0,33.0,8.0,6.397011866305283,5.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaN,300.0,2.80597,6.0,2.866933,0.018046,0.0,0.0,0.9787358128006479,Accession,,,875.4734,878.775513,0.015811,0.019599,4.112467,0.006727,0.009202608134119142,VARGTFPQ,120.0,126.0,5.0,4.89367906400324,29.0 +248,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,60.0,8.660413,16,8.866259,0.083961,0,0,0.9767832182660129,Accession,,,1917.8209,1927.455438,0.081287,0.08327,4.277442,0.009444,0.013182019016449711,NYLQQQAGEGTEEHQDA,141,156,15.0,14.651748273990194,59,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,300.0,4.260994,11.0,5.099171,0.025247,0.0,0.0,0.8356248496079068,Accession,,,1521.7519,1526.980564,0.040125,0.040265,5.735929,0.014756,0.0089146200777252,GAYCPNILFPAARE,101.0,113.0,10.0,8.356248496079068,36.0,61.0,69.0,68.0,xxTVTASL,dimer_deltaC,600.0,2.202269,7.0,3.776811,0.029739,0.0,0.0,0.5831027816853954,Accession,,,846.5043,849.157436,0.032877,0.037788,4.619745,0.002409,0.011008470132326111,RVTVTASL,63.0,69.0,6.0,3.4986166901123728,23.0,66.0,75.0,74.0,xxLGEETAF,dimer_deltaN,6000.00048,4.339599,8.0,4.512616,0.036923,0.0,0.0,0.961659268149561,Accession,,,924.4309,929.285959,0.034198,0.04502,5.299625,0.006207,0.012706011817733098,ASLGEETAF,68.0,75.0,7.0,6.731614877046927,14.0 +311,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,300.0,8.750773,16,8.866259,0.083961,0,0,0.9869746642862566,Accession,,,1917.8209,1927.545799,0.042305,0.046001,4.264992,0.004394,0.010689873691150908,NYLQQQAGEGTEEHQDA,141,156,15.0,14.804619964293849,59,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,600.0,2.799327,5.0,2.709472,0.019689,0.0,0.0,1.0331632879025876,Accession,,,774.4145,777.600993,0.006027,0.012772,5.495598,0.006081,0.008864877762684327,NLAPVNF,129.0,134.0,4.0,4.13265315161035,46.0,116.0,127.0,126.0,xxVARGTFpQL,dimer_deltaC,6000.00048,5.475051,9.0,5.327547,0.022525,0.0,0.0,1.0276870387065566,Accession,,,1206.63,1212.84935,0.04893,0.050441,5.375302,0.007304,0.010417390904532154,SMVARGTFPQL,118.0,127.0,8.0,8.221496309652453,41.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +374,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,600.0,8.610162,16,8.866259,0.083961,0,0,0.9711155516661538,Accession,,,1917.8209,1927.405188,0.125318,0.126613,4.274139,0.005429,0.016985213051350007,NYLQQQAGEGTEEHQDA,141,156,15.0,14.566733274992307,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +437,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,8.888562,16,8.866259,0.083961,0,0,1.0025154915957226,Accession,,,1917.8209,1927.683588,0.053678,0.056636,4.2767,0.00184,0.0114425298891216,NYLQQQAGEGTEEHQDA,141,156,15.0,15.037732373935839,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +60,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,15,7.418282,0.029146,0,0,0.0,Accession,,,1803.778,1804.775464,0.016993,0.0,3.833934,0.010584,0.0,YLQQQAGEGTEEHQDA,142,156,14.0,0.0,60,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,10.020000000000001,3.20389,11.0,6.220337,0.064196,0.0,0.0,0.5150669489450491,Accession,,,1584.8169,1588.900539,0.020537,0.026674,4.847721,0.000703,0.006829707409070073,ISFEAPNAPHVFQK,23.0,35.0,10.0,5.150669489450491,7.0,35.0,42.0,41.0,xxQpEVK,dimer_deltaC,10.020000000000001,1.704185,5.0,2.773604,0.024238,0.0,0.0,0.6144298176668335,Accession,,,901.4414,903.626344,0.011579,0.014569,4.507092,0.001959,0.007511424832969615,DWQPEVK,37.0,42.0,4.0,2.457719270667334,15.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaN,10.020000000000001,0.584612,7.0,3.337438,0.025744,0.0,0.0,0.17516789825009482,Accession,,,997.4812,998.724217,0.035334,0.042063,6.38912,0.009469,0.01267560312299054,GAYCPNILF,101.0,108.0,6.0,1.051007389500569,21.0 +123,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,7.292953,15,7.418282,0.029146,0,0,0.9831053874738114,Accession,,,1803.778,1812.068416,0.055737,0.05827,3.83373,0.009017,0.008753236250024289,YLQQQAGEGTEEHQDA,142,156,14.0,13.76347542463336,60,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,30.0,3.024226,9.0,5.63459,0.03405,0.0,0.0,0.5367251210824567,Accession,,,1062.5313,1066.104522,0.033797,0.034369,5.208222,0.006077,0.006908372900011365,LDLDTASSQL,44.0,52.0,8.0,4.293800968659654,17.0,85.0,94.0,93.0,xxAGIEGTQ,dimer_deltaC,30.0,4.097712,8.0,4.718741,0.031945,0.0,0.0,0.868390954282085,Accession,,,875.4469,880.001234,0.03778,0.042729,4.534247,0.006589,0.010796153020734674,SIAGIEGTQ,87.0,94.0,7.0,6.078736679974595,33.0,42.0,58.0,57.0,xxLDTASSQLADDVYE,dimer_deltaN,60.0,5.101423,15.0,8.797349,0.026752,0.0,0.0,0.5798818484977689,Accession,,,1754.7967,1760.878145,0.060327,0.06271,5.603714,0.007175,0.007343153973957629,LDLDTASSQLADDVYE,44.0,58.0,14.0,8.118345878968764,6.0 +186,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,30.0,7.32872,15,7.418282,0.029146,0,0,0.9879268542231207,Accession,,,1803.778,1812.104184,0.121737,0.122917,3.832639,0.006398,0.017018032514987985,YLQQQAGEGTEEHQDA,142,156,14.0,13.83097595912369,60,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,60.0,3.414061,11.0,5.919469,0.103664,0.0,0.0,0.576751225489989,Accession,,,1237.6311,1241.721293,0.050466,0.050685,5.948404,0.006859,0.01324125762166352,VTASLGEETAFL,66.0,76.0,10.0,5.7675122548998905,27.0,21.0,34.0,33.0,xxFEApNApHVFQ,dimer_deltaC,300.0,4.413773,10.0,5.560889,0.032429,0.0,0.0,0.7937171556562268,Accession,,,1456.7219,1462.00462,0.019813,0.022806,5.268622,0.016436,0.006184161041774409,ISFEAPNAPHVFQ,23.0,34.0,9.0,7.143454400906041,6.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaN,300.0,3.515613,7.0,3.886385,0.009917,0.0,0.0,0.9045972027990021,Accession,,,988.5574,992.590874,0.023869,0.030695,5.222932,0.014465,0.008228483305811126,VARGTFPQL,120.0,127.0,6.0,5.427583216794012,30.0 +249,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,60.0,7.26829,15,7.418282,0.029146,0,0,0.9797807632548885,Accession,,,1803.778,1812.043754,0.039272,0.04279,3.837177,0.010003,0.006934737689457636,YLQQQAGEGTEEHQDA,142,156,14.0,13.716930685568439,60,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,300.0,4.584237,12.0,5.223489,0.096278,0.0,0.0,0.877619728882362,Accession,,,1624.761,1630.682116,0.029709,0.032023,5.87402,0.01419,0.017298811888593994,GAYCPNILFPAAREC,101.0,114.0,11.0,9.65381701770598,37.0,61.0,75.0,74.0,xxTVTASLGEETAF,dimer_deltaC,600.0,4.698728,13.0,7.227718,0.036737,0.0,0.0,0.6500984128047054,Accession,,,1480.7642,1486.312851,0.032861,0.048418,5.257246,0.006705,0.007469552274151486,RVTVTASLGEETAF,63.0,75.0,12.0,7.8011809536564645,24.0,66.0,76.0,75.0,xxLGEETAFL,dimer_deltaN,6000.00048,4.657553,9.0,4.82295,0.028983,0.0,0.0,0.9657062586176511,Accession,,,1037.515,1042.770864,0.028208,0.036359,5.905697,0.007416,0.009513731706464853,ASLGEETAFL,68.0,76.0,8.0,7.725650068941209,15.0 +312,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,300.0,7.342662,15,7.418282,0.029146,0,0,0.9898062651163706,Accession,,,1803.778,1812.118126,0.033945,0.03796,3.833035,0.005478,0.00642713495891581,YLQQQAGEGTEEHQDA,142,156,14.0,13.857287711629189,60,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,600.0,9.412004,18.0,9.445908,0.065306,0.0,0.0,0.9964107209174597,Accession,,,2195.9298,2206.674155,0.058365,0.059192,5.002913,0.008441,0.009312597100841548,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.938982255596816,47.0,117.0,127.0,126.0,xxARGTFpQL,dimer_deltaC,6000.00048,4.551268,8.0,4.784294,0.031285,0.0,0.0,0.9512935450873212,Accession,,,1119.5979,1124.874182,0.012636,0.017373,5.330215,0.006189,0.007202915543404848,MVARGTFPQL,119.0,127.0,7.0,6.659054815611249,42.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +375,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,600.0,7.21638,15,7.418282,0.029146,0,0,0.9727831861878532,Accession,,,1803.778,1811.991844,0.079525,0.08132,3.83929,0.005313,0.011609286701686749,YLQQQAGEGTEEHQDA,142,156,14.0,13.618964606629945,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +438,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,6000.00048,7.382666,15,7.418282,0.029146,0,0,0.9951988883679538,Accession,,,1803.778,1812.15813,0.063684,0.065913,3.841292,0.003363,0.009707506804201004,YLQQQAGEGTEEHQDA,142,156,14.0,13.932784437151353,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +61,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,0.0,0.0,13,6.141628,0.134895,0,0,0.0,Accession,,,1569.6776,1570.469699,0.018235,0.0,3.371753,0.007838,0.0,LQQQAGEGTEEHQD,143,155,12.0,0.0,61,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,10.020000000000001,4.999026,17.0,10.033722,0.057622,0.0,0.0,0.4982224941053779,Accession,,,2467.2405,2473.744531,0.048668,0.05346,5.019877,0.005603,0.006047681459525283,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,7.971559905686046,8.0,37.0,47.0,46.0,xxEVKLDLDT,dimer_deltaC,10.020000000000001,2.521824,8.0,3.461806,0.000977,0.0,0.0,0.7284706306477023,Accession,,,1157.6048,1160.761439,0.035197,0.039376,4.110071,0.002039,0.011376267635331313,QPEVKLDLDT,39.0,47.0,8.0,5.827765045181619,16.0,99.0,113.0,112.0,xxYCpNILFpAARE,dimer_deltaN,10.020000000000001,1.233494,11.0,5.099171,0.025247,0.0,0.0,0.24190088937986196,Accession,,,1521.7519,1523.953064,0.022672,0.022918,5.722816,0.003713,0.0046513028333424146,GAYCPNILFPAARE,101.0,113.0,10.0,2.4190088937986194,22.0 +124,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,10.020000000000001,6.088787,13,6.141628,0.134895,0,0,0.9913962551948767,Accession,,,1569.6776,1576.558486,0.228938,0.229663,3.367584,0.008575,0.04327240592888121,LQQQAGEGTEEHQD,143,155,12.0,11.89675506233852,61,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,30.0,4.409431,12.0,6.94944,0.074753,0.0,0.0,0.6345016289082285,Accession,,,1363.6223,1368.735764,0.012319,0.01707,5.024053,0.00515,0.007253689296927418,LDLDTASSQLADD,44.0,55.0,11.0,6.979517917990513,18.0,99.0,107.0,106.0,xxYCpNIL,dimer_deltaC,30.0,1.215299,6.0,3.27942,0.02358,0.0,0.0,0.37058351781717497,Accession,,,850.4128,852.177643,0.018513,0.028384,5.70213,0.009518,0.009056070758833312,GAYCPNIL,101.0,107.0,5.0,1.852917589085875,34.0,43.0,52.0,51.0,xxDTASSQL,dimer_deltaN,60.0,2.273362,8.0,4.553624,0.020853,0.0,0.0,0.4992423616881851,Accession,,,949.4473,952.207407,0.029056,0.031517,4.824815,0.005833,0.0072891232308535114,DLDTASSQL,45.0,52.0,7.0,3.494696531817296,7.0 +187,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,30.0,6.057469,13,6.141628,0.134895,0,0,0.9862969557908751,Accession,,,1569.6776,1576.527168,0.035433,0.03985,3.371576,0.007227,0.022613920654919975,LQQQAGEGTEEHQD,143,155,12.0,11.8355634694905,61,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,60.0,3.102559,8.0,4.512616,0.036923,0.0,0.0,0.6875300269289476,Accession,,,924.4309,928.048919,0.035058,0.045677,5.303145,0.005427,0.011580257290562987,ASLGEETAF,68.0,75.0,7.0,4.812710188502633,28.0,21.0,35.0,34.0,xxFEApNApHVFQK,dimer_deltaC,300.0,4.955946,11.0,6.220337,0.064196,0.0,0.0,0.7967327172145175,Accession,,,1584.8169,1590.652594,0.023406,0.02894,4.861651,0.013775,0.009447537524559969,ISFEAPNAPHVFQK,23.0,35.0,10.0,7.9673271721451755,7.0,118.0,134.0,133.0,xxRGTFpQLNLApVNF,dimer_deltaN,300.0,7.245414,13.0,8.257736,0.024315,0.0,0.0,0.8774092559994653,Accession,,,1743.9541,1752.254446,0.061364,0.06179,5.884507,0.014661,0.007916135130076293,VARGTFPQLNLAPVNF,120.0,134.0,12.0,10.528911071993583,31.0 +250,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,60.0,6.240596,13,6.141628,0.134895,0,0,1.016114294125271,Accession,,,1569.6776,1576.710295,0.04523,0.048767,3.369587,0.012041,0.02368844184713517,LQQQAGEGTEEHQD,143,155,12.0,12.193371529503253,61,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,300.0,0.996342,5.0,1.880751,0.035057,0.0,0.0,0.5297575277110048,Accession,,,869.4226,871.00935,0.031083,0.034025,6.451586,0.014704,0.020610650313167753,YCPNILF,104.0,108.0,4.0,2.1190301108440193,38.0,61.0,76.0,75.0,xxTVTASLGEETAFL,dimer_deltaC,600.0,4.601027,14.0,7.681216,0.046195,0.0,0.0,0.5989972160657896,Accession,,,1593.8483,1599.321955,0.093639,0.112607,5.720269,0.006537,0.01509616453085083,RVTVTASLGEETAFL,63.0,76.0,13.0,7.786963808855265,25.0,75.0,85.0,84.0,xxEVQQGGIF,dimer_deltaN,6000.00048,2.969645,9.0,2.452847,0.025554,0.0,0.0,1.2106931251725035,Accession,,,1093.5347,1097.19072,0.080499,0.0816,5.738393,0.008548,0.03557829341325947,LCEVQQGGIF,77.0,85.0,8.0,9.685545001380028,16.0 +313,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,300.0,5.822384,13,6.141628,0.134895,0,0,0.9480196456053671,Accession,,,1569.6776,1576.292083,0.091511,0.09331,3.370008,0.00333,0.0257759307232145,LQQQAGEGTEEHQD,143,155,12.0,11.376235747264406,61,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,600.0,8.045843,13.0,7.945226,0.075043,0.0,0.0,1.0126638310854845,Accession,,,1597.6799,1606.685079,0.043317,0.043548,4.738338,0.003695,0.011023803866127526,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.151965973025813,48.0,118.0,126.0,125.0,xxRGTFpQ,dimer_deltaC,6000.00048,3.495653,6.0,2.866933,0.018046,0.0,0.0,1.2193005556809315,Accession,,,875.4734,879.465196,0.026076,0.028533,4.108567,0.002091,0.012568042605108487,VARGTFPQ,120.0,126.0,5.0,6.096502778404657,43.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +376,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,600.0,5.846755,13,6.141628,0.134895,0,0,0.9519878117007412,Accession,,,1569.6776,1576.316454,0.032069,0.036891,3.377674,0.006033,0.021755182582970187,LQQQAGEGTEEHQD,143,155,12.0,11.423853740408894,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +439,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,6000.00048,5.916023,13,6.141628,0.134895,0,0,0.9632662544849672,Accession,,,1569.6776,1576.385722,0.068756,0.071133,3.378041,0.003482,0.024119978689546507,LQQQAGEGTEEHQD,143,155,12.0,11.559195053819606,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +62,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,14,7.113751,0.03215,0,0,0.0,Accession,,,1640.7147,1641.58148,0.004538,0.0,3.463488,0.00781,0.0,LQQQAGEGTEEHQDA,143,156,13.0,0.0,62,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,10.020000000000001,5.990189,18.0,10.774211,0.021003,0.0,0.0,0.5559747252026158,Accession,,,2580.3245,2587.902362,0.057624,0.058948,5.309341,0.001742,0.005577526360530466,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,9.451570328444468,9.0,42.0,52.0,51.0,xxLDTASSQL,dimer_deltaC,10.020000000000001,2.87659,9.0,5.63459,0.03405,0.0,0.0,0.5105233921190362,Accession,,,1062.5313,1065.956886,0.025176,0.025938,5.209874,0.001885,0.005541546915725592,LDLDTASSQL,44.0,52.0,8.0,4.0841871369522895,17.0,99.0,114.0,113.0,xxYCpNILFpAAREC,dimer_deltaN,10.020000000000001,1.048553,12.0,5.223489,0.096278,0.0,0.0,0.20073805075496476,Accession,,,1624.761,1627.146432,0.026245,0.028839,5.857665,0.003402,0.006646151734613056,GAYCPNILFPAAREC,101.0,114.0,11.0,2.208118558304612,23.0 +125,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,6.928303,14,7.113751,0.03215,0,0,0.9739310526893618,Accession,,,1640.7147,1648.509782,0.034078,0.034379,3.462908,0.008822,0.0065367865435158245,LQQQAGEGTEEHQDA,143,156,13.0,12.661103684961702,62,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,30.0,4.756897,14.0,8.416065,0.046315,0.0,0.0,0.5652162857582493,Accession,,,1625.7541,1631.388739,0.01795,0.040575,5.651652,0.008225,0.005737459194328165,LDLDTASSQLADDVY,44.0,57.0,13.0,7.347811714857241,19.0,99.0,108.0,107.0,xxYCpNILF,dimer_deltaC,30.0,1.308414,7.0,3.337438,0.025744,0.0,0.0,0.3920414401705739,Accession,,,997.4812,999.448019,0.030864,0.038385,6.396407,0.010771,0.011892261453738482,GAYCPNILF,101.0,108.0,6.0,2.3522486410234436,35.0,45.0,52.0,51.0,xxASSQL,dimer_deltaN,60.0,1.518136,6.0,3.201185,0.006567,0.0,0.0,0.47424188230295966,Accession,,,721.3363,723.214429,0.009316,0.017976,4.211864,0.003438,0.00569907270547799,DTASSQL,47.0,52.0,5.0,2.371209411514798,8.0 +188,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,30.0,6.966859,14,7.113751,0.03215,0,0,0.9793509781267296,Accession,,,1640.7147,1648.548338,0.153534,0.153601,3.46424,0.00676,0.022041101817548276,LQQQAGEGTEEHQDA,143,156,13.0,12.731562715647485,62,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,60.0,3.046539,9.0,4.82295,0.028983,0.0,0.0,0.6316754268653003,Accession,,,1037.515,1041.15985,0.058317,0.062667,5.910941,0.006834,0.013536637127146553,ASLGEETAFL,68.0,76.0,8.0,5.0534034149224025,29.0,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,dimer_deltaC,300.0,7.406484,17.0,10.033722,0.057622,0.0,0.0,0.7381591796145041,Accession,,,2467.2405,2476.151989,0.031998,0.038902,5.028564,0.013589,0.005744761859527318,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,11.810546873832065,8.0,127.0,134.0,133.0,xxApVNF,dimer_deltaN,300.0,2.809136,5.0,2.709472,0.019689,0.0,0.0,1.0367835504482055,Accession,,,774.4145,777.610802,0.007798,0.013697,5.506675,0.015468,0.009072864827306485,NLAPVNF,129.0,134.0,4.0,4.147134201792822,32.0 +251,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,60.0,6.910376,14,7.113751,0.03215,0,0,0.9714110038431203,Accession,,,1640.7147,1648.491856,0.051102,0.051303,3.465896,0.009322,0.00844299172399377,LQQQAGEGTEEHQDA,143,156,13.0,12.628343049960563,62,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,300.0,3.711723,11.0,6.261897,0.065228,0.0,0.0,0.5927473735195581,Accession,,,1390.7511,1395.27829,0.045726,0.047378,5.515759,0.015884,0.009765719589796372,IASMVARGTFPQL,116.0,127.0,10.0,5.927473735195581,39.0,62.0,69.0,68.0,xxVTASL,dimer_deltaC,600.0,2.174087,6.0,3.273373,0.023509,0.0,0.0,0.6641733160260075,Accession,,,690.4032,692.938152,0.024059,0.033572,4.95305,0.004021,0.011311074660229369,VTVTASL,64.0,69.0,5.0,3.3208665801300374,26.0,76.0,85.0,84.0,xxVQQGGIF,dimer_deltaN,6000.00048,2.722656,8.0,2.245694,0.058034,0.0,0.0,1.2123895775648865,Accession,,,980.4506,983.748652,0.060591,0.062063,5.511573,0.007287,0.0417780333641294,CEVQQGGIF,78.0,85.0,7.0,8.486727042954206,17.0 +314,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,300.0,6.960964,14,7.113751,0.03215,0,0,0.9785223013850217,Accession,,,1640.7147,1648.542443,0.039877,0.040134,3.460678,0.003292,0.007168438408981766,LQQQAGEGTEEHQDA,143,156,13.0,12.720789918005282,62,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,600.0,9.195605,17.0,9.473422,0.002415,0.0,0.0,0.970674060545387,Accession,,,2048.8614,2059.238306,0.021957,0.023367,4.493186,0.002837,0.0024789658496303883,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.530784968726191,49.0,118.0,127.0,126.0,xxRGTFpQL,dimer_deltaC,6000.00048,4.18052,7.0,3.886385,0.009917,0.0,0.0,1.0756834436114795,Accession,,,988.5574,993.255781,0.016682,0.02551,5.212518,0.006313,0.007114740279078214,VARGTFPQL,120.0,127.0,6.0,6.4541006616688765,44.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +377,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,600.0,6.880211,14,7.113751,0.03215,0,0,0.9671706248925497,Accession,,,1640.7147,1648.461691,0.103871,0.10397,3.470521,0.004631,0.015254988157851722,LQQQAGEGTEEHQDA,143,156,13.0,12.573218123603146,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +440,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,6000.00048,7.052013,14,7.113751,0.03215,0,0,0.9913213155759879,Accession,,,1640.7147,1648.633493,0.059054,0.059228,3.471071,0.003026,0.009454726623218127,LQQQAGEGTEEHQDA,143,156,13.0,12.887177102487843,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, diff --git a/tests/test_data/output/ecsecb_delta_batch/fit_result.csv b/tests/test_data/output/ecsecb_delta_batch/fit_result.csv index 760cc937..6f00e3ae 100644 --- a/tests/test_data/output/ecsecb_delta_batch/fit_result.csv +++ b/tests/test_data/output/ecsecb_delta_batch/fit_result.csv @@ -1,152 +1,152 @@ -# PyHDX v0.4.1+102.gfcc6eb5.dirty -# 2022/07/27 18:17:46 (1658938666) -# {"r1": 1, "r2": 1, "r2_reference": false, "epochs": 200, "patience": 50, "stop_loss": 5e-06, "optimizer": "SGD", "lr": 10000.0, "momentum": 0.5, "nesterov": true, "model_name": "DeltaGFit", "total_loss": 5.641820094429778, "mse_loss": 5.412788678220303, "reg_loss": 0.22903141620947487, "regularization_percentage": 4.05953065457723, "epochs_run": 200} +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:44:16 (1665589456) +# {"r1": 1, "r2": 1, "r2_reference": false, "epochs": 200, "patience": 50, "stop_loss": 5e-06, "optimizer": "SGD", "lr": 10000.0, "momentum": 0.5, "nesterov": true, "model_name": "DeltaGFit", "total_loss": 3.880036810135595, "mse_loss": 3.6510868571099304, "reg_loss": 0.22894995302566468, "regularization_percentage": 5.900716004229444, "epochs_run": 200} # {"comment": "#", "header": [0, 1], "index_col": 0} state,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaC,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN,SecB_dimer_deltaN quantity,sequence,_dG,dG,pfact,k_obs,covariance,sequence,_dG,dG,pfact,k_obs,covariance,sequence,_dG,dG,pfact,k_obs,covariance,sequence,_dG,dG,pfact,k_obs,covariance r_number,,,,,,,,,,,,,,,,,,,,,,,, -11,F,19289.99694429031,19289.99694429031,2107.279581651772,0.06494136358731445,1066.3754889562126,F,19289.847379965588,19289.847379965588,2107.1545426405146,0.06494521539406221,1490.5885045014102,F,19289.847379965588,19289.847379965588,2107.1545426405146,0.06494521539406221,1490.5885045014102,,19289.692273517816,,,, -12,Q,20640.512796266583,20640.512796266583,3600.973613278904,0.05494258377435535,996.2009725331197,Q,20640.144403789873,20640.144403789873,3600.4473449960815,0.054950612362988455,1449.396494995274,Q,20640.144403789873,20640.144403789873,3600.4473449960815,0.054950612362988455,1449.396494995274,,20639.77018827302,,,, -13,I,16870.22893737504,16870.22893737504,806.843205695424,0.05484316744405527,414.00891824880864,I,16869.218461890807,16869.218461890807,806.5198085971064,0.0548651311420663,811.4919417607937,I,16869.218461890807,16869.218461890807,806.5198085971064,0.0548651311420663,811.4919417607937,,16867.717269052322,,,, -14,Q,18959.95207619227,18959.95207619227,1848.6490654646982,0.054873197639282716,414.3045644442611,Q,18958.941071870806,18958.941071870806,1847.9077063466952,0.05489520022235607,810.9870341848999,Q,18958.941071870806,18958.941071870806,1847.9077063466952,0.05489520022235607,810.9870341848999,,18957.438952773526,,,, -15,R,21571.127492813917,21571.127492813917,5209.1580886668735,0.054903332392603116,414.11572866821217,R,21570.116313829836,21570.116313829836,5207.068712178582,0.05492535854820312,810.8211678353449,R,21570.116313829836,21570.116313829836,5207.068712178582,0.05492535854820312,810.8211678353449,,21568.614275131626,,,, -16,I,16986.44469174946,16986.44469174946,844.9158479717473,0.054843156750500846,414.0863347115945,I,16985.434159723107,16985.434159723107,844.5771717355777,0.05486512289922007,811.4378129037029,I,16985.434159723107,16985.434159723107,844.5771717355777,0.05486512289922007,811.4378129037029,,16983.93280629502,,,, -17,Y,17043.16348758461,17043.16348758461,864.1442976395218,0.05487329717687011,413.4513224320696,Y,17042.153107256763,17042.153107256763,863.797965855604,0.05489527267594741,811.5842022664942,Y,17042.153107256763,17042.153107256763,863.797965855604,0.05489527267594741,811.5842022664942,,17040.652759704848,,,, +11,F,19289.325785148787,19289.325785148787,2106.7185361414986,0.06495865007972174,1443.6740689088347,F,19289.325060525287,19289.325060525287,2106.7179304839838,0.06495866874573676,1762.25268286107,F,19289.325060525287,19289.325060525287,2106.7179304839838,0.06495866874573676,1762.25268286107,,19289.326641224194,,,, +12,Q,20639.54088639748,20639.54088639748,3599.5853544479755,0.05496376769852605,1397.7543373175015,Q,20639.542707148845,20639.542707148845,3599.5879546765095,0.05496372800546511,1715.0489052891055,Q,20639.542707148845,20639.542707148845,3599.5879546765095,0.05496372800546511,1715.0489052891055,,20639.538414464176,,,, +13,I,16868.616810772186,16868.616810772186,806.3273150492075,0.05487821280492176,747.6594366347218,I,16868.066450943104,16868.066450943104,806.1512719813854,0.05489018197262815,1070.984097734982,I,16868.066450943104,16868.066450943104,806.1512719813854,0.05489018197262815,1070.984097734982,,16867.51135001774,,,, +14,Q,18958.339269241234,18958.339269241234,1847.4665518047484,0.05490830149642864,747.1724859768997,Q,18957.78840615425,18957.78840615425,1847.0628310826212,0.054920296553500336,1070.391767655166,Q,18957.78840615425,18957.78840615425,1847.0628310826212,0.054920296553500336,1070.391767655166,,18957.233033739125,,,, +15,R,21569.514498547087,21569.514498547087,5205.82559256984,0.05493847187205362,747.0299739775594,R,21568.963469339615,21568.963469339615,5204.687637788917,0.05495048133191242,1070.146553696629,R,21568.963469339615,21568.963469339615,5204.687637788917,0.05495048133191242,1070.146553696629,,21568.408356096665,,,, +16,I,16984.832486447052,16984.832486447052,844.3755875449559,0.05487820577215365,747.6044452765145,I,16984.282072795853,16984.282072795853,844.1912194834279,0.05489017677727665,1070.9286812028515,I,16984.282072795853,16984.282072795853,844.1912194834279,0.05489017677727665,1070.9286812028515,,16983.726887260436,,,, +17,Y,17041.55154908713,17041.55154908713,863.591833472336,0.05490836057817915,747.7790970610853,Y,17041.001279976506,17041.001279976506,863.4033190863308,0.054920335330765575,1071.0033395869007,Y,17041.001279976506,17041.001279976506,863.4033190863308,0.054920335330765575,1071.0033395869007,,17040.446840670447,,,, 18,T,19300.40928667578,,,,,T,19300.40928667578,,,,,T,19300.40928667578,,,,,,19300.40928667578,,,, 19,K,21561.192537784467,,,,,K,21561.192537784467,,,,,K,21561.192537784467,,,,,,21561.192537784467,,,, -20,D,21935.978707740844,21935.978707740844,6020.498537987476,0.04138804022319849,647.9545045170686,D,21925.567909903664,21925.567909903664,5995.682747476412,0.04155931440579129,852.718891443737,D,21925.567909903664,21925.567909903664,5995.682747476412,0.04155931440579129,852.718891443737,,21909.874217592394,,,, -21,I,15375.751930501892,15375.751930501892,445.95028287577134,0.04134434527914435,648.6024083460875,I,15365.359632296546,15365.359632296546,444.11538760004504,0.04151477871268555,853.5220556073283,I,15365.359632296546,15365.359632296546,444.11538760004504,0.04151477871268555,853.5220556073283,,15349.69609184649,,,, -22,S,20879.431896950493,20879.431896950493,3959.0080951153504,0.05233033709642153,583.3913200504793,S,20870.640002382763,20870.640002382763,3945.222678701679,0.052513143680509,762.9094682147397,S,20870.640002382763,20870.640002382763,3945.222678701679,0.052513143680509,762.9094682147397,,20857.645001079192,,,, -23,F,20447.11357719903,20447.11357719903,3335.006581198923,0.051668125682988855,349.67083246275587,F,20430.38649930477,20430.38649930477,3312.9476354798044,0.05201204915590294,428.79625291099734,F,20430.38649930477,20430.38649930477,3312.9476354798044,0.05201204915590294,428.79625291099734,,20394.601878686724,,,, -24,E,19809.37466196016,19809.37466196016,2589.4792732509495,0.05166831941893594,349.68631839705745,E,19792.649077314498,19792.649077314498,2572.353040077331,0.05201218350298369,428.8145827373771,E,19792.649077314498,19792.649077314498,2572.353040077331,0.05201218350298369,428.8145827373771,,19756.86774825657,,,, -25,A,18580.404500204306,18580.404500204306,1590.220444315367,0.06683864626670465,345.1194847511147,A,18567.490799334948,18567.490799334948,1582.093931244251,0.0671817498070708,422.57335581705826,A,18567.490799334948,18567.490799334948,1582.093931244251,0.0671817498070708,422.57335581705826,,18539.956662076318,,,, +20,D,21927.721925568872,21927.721925568872,6000.808779668762,0.041523819375650084,726.7141320485841,D,21920.305387249882,21920.305387249882,5983.177635917566,0.04164616073532441,1013.5745267690728,D,21920.305387249882,21920.305387249882,5983.177635917566,0.04164616073532441,1013.5745267690728,,21909.874217592394,,,, 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3.880036810135595 +mse_loss: 3.6510868571099304 +reg_loss: 0.22894995302566468 +regularization_percentage: 5.900716004229444 epochs_run: 200 state SecB_tetramer SecB_dimer SecB_dimer_deltaC SecB_dimer_deltaN quantity sequence _dG dG pfact k_obs covariance sequence _dG dG pfact k_obs covariance sequence _dG dG pfact k_obs covariance sequence _dG dG pfact k_obs covariance r_number -11 F 19289.996944 19289.996944 2.107280e+03 0.064941 1.066375e+03 F 19289.847380 19289.847380 2.107155e+03 0.064945 1.490589e+03 F 19289.847380 19289.847380 2.107155e+03 0.064945 1490.588505 NaN 19289.692274 NaN NaN NaN NaN -12 Q 20640.512796 20640.512796 3.600974e+03 0.054943 9.962010e+02 Q 20640.144404 20640.144404 3.600447e+03 0.054951 1.449396e+03 Q 20640.144404 20640.144404 3.600447e+03 0.054951 1449.396495 NaN 20639.770188 NaN NaN NaN NaN -13 I 16870.228937 16870.228937 8.068432e+02 0.054843 4.140089e+02 I 16869.218462 16869.218462 8.065198e+02 0.054865 8.114919e+02 I 16869.218462 16869.218462 8.065198e+02 0.054865 811.491942 NaN 16867.717269 NaN NaN NaN NaN -14 Q 18959.952076 18959.952076 1.848649e+03 0.054873 4.143046e+02 Q 18958.941072 18958.941072 1.847908e+03 0.054895 8.109870e+02 Q 18958.941072 18958.941072 1.847908e+03 0.054895 810.987034 NaN 18957.438953 NaN NaN NaN NaN -15 R 21571.127493 21571.127493 5.209158e+03 0.054903 4.141157e+02 R 21570.116314 21570.116314 5.207069e+03 0.054925 8.108212e+02 R 21570.116314 21570.116314 5.207069e+03 0.054925 810.821168 NaN 21568.614275 NaN NaN NaN NaN -16 I 16986.444692 16986.444692 8.449158e+02 0.054843 4.140863e+02 I 16985.434160 16985.434160 8.445772e+02 0.054865 8.114378e+02 I 16985.434160 16985.434160 8.445772e+02 0.054865 811.437813 NaN 16983.932806 NaN NaN NaN NaN -17 Y 17043.163488 17043.163488 8.641443e+02 0.054873 4.134513e+02 Y 17042.153107 17042.153107 8.637980e+02 0.054895 8.115842e+02 Y 17042.153107 17042.153107 8.637980e+02 0.054895 811.584202 NaN 17040.652760 NaN NaN NaN NaN +11 F 19289.325785 19289.325785 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21568.963469 21568.963469 5.204688e+03 0.05495 1070.146554 NaN 21568.408356 NaN NaN NaN NaN +16 I 16984.832486 16984.832486 8.443756e+02 0.054878 7.476044e+02 I 16984.282073 16984.282073 8.441912e+02 0.054890 1.070929e+03 I 16984.282073 16984.282073 8.441912e+02 0.05489 1070.928681 NaN 16983.726887 NaN NaN NaN NaN +17 Y 17041.551549 17041.551549 8.635918e+02 0.054908 7.477791e+02 Y 17041.001280 17041.001280 8.634033e+02 0.054920 1.071003e+03 Y 17041.001280 17041.001280 8.634033e+02 0.05492 1071.003340 NaN 17040.446841 NaN NaN NaN NaN 18 T 19300.409287 NaN NaN NaN NaN T 19300.409287 NaN NaN NaN NaN T 19300.409287 NaN NaN NaN NaN NaN 19300.409287 NaN NaN NaN NaN 19 K 21561.192538 NaN NaN NaN NaN K 21561.192538 NaN NaN NaN NaN K 21561.192538 NaN NaN NaN NaN NaN 21561.192538 NaN NaN NaN NaN -20 D 21935.978708 21935.978708 6.020499e+03 0.041388 6.479545e+02 D 21925.567910 21925.567910 5.995683e+03 0.041559 8.527189e+02 D 21925.567910 21925.567910 5.995683e+03 0.041559 852.718891 NaN 21909.874218 NaN NaN NaN NaN -21 I 15375.751931 15375.751931 4.459503e+02 0.041344 6.486024e+02 I 15365.359632 15365.359632 4.441154e+02 0.041515 8.535221e+02 I 15365.359632 15365.359632 4.441154e+02 0.041515 853.522056 NaN 15349.696092 NaN NaN NaN NaN -22 S 20879.431897 20879.431897 3.959008e+03 0.052330 5.833913e+02 S 20870.640002 20870.640002 3.945223e+03 0.052513 7.629095e+02 S 20870.640002 20870.640002 3.945223e+03 0.052513 762.909468 NaN 20857.645001 NaN NaN NaN NaN -23 F 20447.113577 20447.113577 3.335007e+03 0.051668 3.496708e+02 F 20430.386499 20430.386499 3.312948e+03 0.052012 4.287963e+02 F 20430.386499 20430.386499 3.312948e+03 0.052012 428.796253 NaN 20394.601879 NaN NaN NaN NaN -24 E 19809.374662 19809.374662 2.589479e+03 0.051668 3.496863e+02 E 19792.649077 19792.649077 2.572353e+03 0.052012 4.288146e+02 E 19792.649077 19792.649077 2.572353e+03 0.052012 428.814583 NaN 19756.867748 NaN NaN NaN NaN -25 A 18580.404500 18580.404500 1.590220e+03 0.066839 3.451195e+02 A 18567.490799 18567.490799 1.582094e+03 0.067182 4.225734e+02 A 18567.490799 18567.490799 1.582094e+03 0.067182 422.573356 NaN 18539.956662 NaN NaN NaN NaN +20 D 21927.721926 21927.721926 6.000809e+03 0.041524 7.267141e+02 D 21920.305387 21920.305387 5.983178e+03 0.041646 1.013575e+03 D 21920.305387 21920.305387 5.983178e+03 0.041646 1013.574527 NaN 21909.874218 NaN NaN NaN NaN +21 I 15367.510282 15367.510282 4.444945e+02 0.041479 7.274609e+02 I 15360.106713 15360.106713 4.431908e+02 0.041601 1.014500e+03 I 15360.106713 15360.106713 4.431908e+02 0.041601 1014.500209 NaN 15349.696092 NaN NaN NaN NaN +22 S 20872.245391 20872.245391 3.947736e+03 0.052480 6.506192e+02 S 20866.073657 20866.073657 3.938082e+03 0.052608 8.933683e+02 S 20866.073657 20866.073657 3.938082e+03 0.052608 893.368293 NaN 20857.645001 NaN NaN NaN NaN +23 F 20429.145887 20429.145887 3.311317e+03 0.052038 4.052056e+02 F 20417.659809 20417.659809 3.296262e+03 0.052275 5.169359e+02 F 20417.659809 20417.659809 3.296262e+03 0.052275 516.935861 NaN 20394.601879 NaN NaN NaN NaN +24 E 19791.408571 19791.408571 2.571087e+03 0.052038 4.052224e+02 E 19779.923516 19779.923516 2.559399e+03 0.052275 5.169550e+02 E 19779.923516 19779.923516 2.559399e+03 0.052275 516.955012 NaN 19756.867748 NaN NaN NaN NaN +25 A 18565.646759 18565.646759 1.580937e+03 0.067231 3.981978e+02 A 18557.049664 18557.049664 1.575554e+03 0.067460 5.031897e+02 A 18557.049664 18557.049664 1.575554e+03 0.06746 503.189679 NaN 18539.956662 NaN NaN NaN NaN 26 P 19636.737443 NaN NaN NaN NaN P 19636.737443 NaN NaN NaN NaN P 19636.737443 NaN NaN NaN NaN NaN 19636.737443 NaN NaN NaN NaN -27 N 20784.703057 20784.703057 3.812978e+03 0.069996 2.835354e+02 N 20770.266034 20770.266034 3.791201e+03 0.070398 3.430459e+02 N 20770.266034 20770.266034 3.791201e+03 0.070398 343.045879 NaN 20736.957089 NaN NaN NaN NaN -28 A 21189.664906 21189.664906 4.477550e+03 0.070035 2.835517e+02 A 21175.232362 21175.232362 4.451985e+03 0.070437 3.430660e+02 A 21175.232362 21175.232362 4.451985e+03 0.070437 343.065958 NaN 21141.933327 NaN NaN NaN NaN +27 N 20764.904659 20764.904659 3.783145e+03 0.070548 3.410291e+02 N 20756.048875 20756.048875 3.769877e+03 0.070796 4.203319e+02 N 20756.048875 20756.048875 3.769877e+03 0.070796 420.331914 NaN 20736.957089 NaN NaN NaN NaN +28 A 21169.870487 21169.870487 4.442524e+03 0.070587 3.410497e+02 A 21161.018066 21161.018066 4.426949e+03 0.070835 4.203510e+02 A 21161.018066 21161.018066 4.426949e+03 0.070835 420.351016 NaN 21141.933327 NaN NaN NaN NaN 29 P 19485.085847 NaN NaN NaN NaN P 19485.085847 NaN NaN NaN NaN P 19485.085847 NaN NaN NaN NaN NaN 19485.085847 NaN NaN NaN NaN -30 H 17876.623499 17876.623499 1.202801e+03 0.069997 2.836569e+02 H 17862.195051 17862.195051 1.195936e+03 0.070399 3.431910e+02 H 17862.195051 17862.195051 1.195936e+03 0.070399 343.190952 NaN 17828.906400 NaN NaN NaN NaN -31 V 16385.363228 16385.363228 6.656492e+02 0.069960 2.837754e+02 V 16370.939827 16370.939827 6.618509e+02 0.070361 3.433320e+02 V 16370.939827 16370.939827 6.618509e+02 0.070361 343.331965 NaN 16337.663810 NaN NaN NaN NaN -32 F 17126.105639 17126.105639 8.930534e+02 0.069998 2.837184e+02 F 17111.681532 17111.681532 8.879574e+02 0.070399 3.432644e+02 F 17111.681532 17111.681532 8.879574e+02 0.070399 343.264438 NaN 17078.403154 NaN NaN NaN NaN -33 Q 19835.257236 19835.257236 2.616207e+03 0.075616 3.174644e+02 Q 19823.254183 19823.254183 2.603778e+03 0.075976 3.972732e+02 Q 19823.254183 19823.254183 2.603778e+03 0.075976 397.273194 NaN 19798.971614 NaN NaN NaN NaN -34 K 19444.686372 19444.686372 2.240658e+03 0.096801 3.826826e+02 K 19436.861035 19436.861035 2.233712e+03 0.097102 5.019092e+02 K 19436.861035 19436.861035 2.233712e+03 0.097102 501.909229 NaN 19423.749866 NaN NaN NaN NaN -35 D 19551.186738 19551.186738 2.337362e+03 0.106578 4.480178e+02 D 19545.301171 19545.301171 2.331910e+03 0.106827 6.227827e+02 D 19545.301171 19545.301171 2.331910e+03 0.106827 622.782729 D 19537.022762 19537.022762 2.324264e+03 0.107178 1.642268e+03 -36 W 14737.877013 14737.877013 3.462412e+02 0.111184 4.596801e+02 W 14732.470311 14732.470311 3.454993e+02 0.111423 6.381234e+02 W 14732.470311 14732.470311 3.454993e+02 0.111423 638.123433 W 14724.814331 14724.814331 3.444514e+02 0.11176 1.675933e+03 -37 Q 17873.837514 17873.837514 1.201472e+03 0.111269 4.508867e+02 Q 17868.451694 17868.451694 1.198908e+03 0.111507 6.223378e+02 Q 17868.451694 17868.451694 1.198908e+03 0.111507 622.337771 Q 17860.782291 17860.782291 1.195265e+03 0.111846 1.258328e+03 +30 H 17856.836789 17856.836789 1.193396e+03 0.070548 3.411684e+02 H 17847.986237 17847.986237 1.189213e+03 0.070796 4.204988e+02 H 17847.986237 17847.986237 1.189213e+03 0.070796 420.498825 NaN 17828.906400 NaN NaN NaN NaN +31 V 16365.585518 16365.585518 6.604465e+02 0.070511 3.413025e+02 V 16356.737419 16356.737419 6.581321e+02 0.070758 4.206651e+02 V 16356.737419 16356.737419 6.581321e+02 0.070758 420.665059 NaN 16337.663810 NaN NaN NaN NaN +32 F 17106.324846 17106.324846 8.860723e+02 0.070549 3.412389e+02 F 17097.476943 17097.476943 8.829673e+02 0.070797 4.205834e+02 F 17097.476943 17097.476943 8.829673e+02 0.070797 420.583375 NaN 17078.403154 NaN NaN NaN NaN +33 Q 19819.065839 19819.065839 2.599455e+03 0.076103 3.766996e+02 Q 19812.215893 19812.215893 2.592400e+03 0.076310 4.707018e+02 Q 19812.215893 19812.215893 2.592400e+03 0.07631 470.701760 NaN 19798.971614 NaN NaN NaN NaN +34 K 19433.490777 19433.490777 2.230728e+03 0.097232 4.558881e+02 K 19429.690478 19429.690478 2.227367e+03 0.097378 5.937387e+02 K 19429.690478 19429.690478 2.227367e+03 0.097378 593.738744 NaN 19423.749866 NaN NaN NaN NaN +35 D 19542.319571 19542.319571 2.329153e+03 0.106953 5.349091e+02 D 19540.042829 19540.042829 2.327050e+03 0.107050 7.558763e+02 D 19540.042829 19540.042829 2.327050e+03 0.10705 755.876288 D 19536.333006 19536.333006 2.323628e+03 0.107208 1.906659e+03 +36 W 14729.417438 14729.417438 3.450811e+02 0.111557 5.517596e+02 W 14727.449013 14727.449013 3.448117e+02 0.111644 7.788047e+02 W 14727.449013 14727.449013 3.448117e+02 0.111644 778.804685 W 14724.153852 14724.153852 3.443612e+02 0.11179 1.953748e+03 +37 Q 17865.025909 17865.025909 1.197279e+03 0.111658 5.428321e+02 Q 17863.083206 17863.083206 1.196357e+03 0.111744 7.677868e+02 Q 17863.083206 17863.083206 1.196357e+03 0.111744 767.786809 Q 17859.782611 17859.782611 1.194791e+03 0.111891 1.488986e+03 38 P 16897.611640 NaN NaN NaN NaN P 16897.611640 NaN NaN NaN NaN P 16897.611640 NaN NaN NaN NaN P 16897.611640 NaN NaN NaN NaN -39 E 15951.278587 15951.278587 5.603396e+02 0.119503 4.590364e+02 E 15946.580419 15946.580419 5.592962e+02 0.119726 6.353803e+02 E 15946.580419 15946.580419 5.592962e+02 0.119726 635.380254 E 15939.862870 15939.862870 5.578075e+02 0.120044 7.620657e+02 -40 V 13041.837284 13041.837284 1.766632e+02 0.119443 4.602498e+02 V 13037.154981 13037.154981 1.763354e+02 0.119664 6.368414e+02 V 13037.154981 13037.154981 1.763354e+02 0.119664 636.841422 V 13030.465535 13030.465535 1.758680e+02 0.11998 7.656879e+02 -41 K 16937.095112 16937.095112 8.285341e+02 0.119568 4.589959e+02 K 16932.396808 16932.396808 8.269911e+02 0.119791 6.353519e+02 K 16932.396808 16932.396808 8.269911e+02 0.119791 635.351932 K 16925.677996 16925.677996 8.247896e+02 0.12011 7.615965e+02 -42 L 14957.401846 14957.401846 3.777492e+02 0.137435 8.018341e+02 L 14955.970184 14955.970184 3.775347e+02 0.137513 1.018477e+03 L 14955.970184 14955.970184 3.775347e+02 0.137513 1018.477431 L 14954.535948 14954.535948 3.773199e+02 0.137591 1.098023e+03 -43 D 17525.536571 17525.536571 1.046407e+03 0.111292 9.537690e+02 D 17523.885018 17523.885018 1.045721e+03 0.111365 1.634051e+03 D 17523.885018 17523.885018 1.045721e+03 0.111365 1634.051321 D 17523.889000 17523.889000 1.045723e+03 0.111365 1.005670e+03 -44 L 14019.288289 14019.288289 2.603538e+02 0.099873 9.891125e+02 L 14019.292966 14019.292966 2.603542e+02 0.099872 1.099181e+03 L 14019.292966 14019.292966 2.603542e+02 0.099872 1099.181225 L 14019.288978 14019.288978 2.603538e+02 0.099873 9.360089e+02 -45 D 17797.767110 17797.767110 1.165753e+03 0.099908 9.460104e+02 D 17797.767390 17797.767390 1.165753e+03 0.099908 1.051780e+03 D 17797.767390 17797.767390 1.165753e+03 0.099908 1051.779522 D 17797.763061 17797.763061 1.165751e+03 0.099908 8.956264e+02 -46 T 17129.406434 17129.406434 8.942237e+02 0.094350 9.160940e+02 T 17129.406331 17129.406331 8.942237e+02 0.094350 1.018621e+03 T 17129.406331 17129.406331 8.942237e+02 0.09435 1018.621055 T 17129.407419 17129.407419 8.942241e+02 0.09435 8.685786e+02 -47 A 20384.482219 20384.482219 3.253158e+03 0.073116 8.357086e+02 A 20384.487395 20384.487395 3.253164e+03 0.073116 9.205891e+02 A 20384.487395 20384.487395 3.253164e+03 0.073116 920.589142 A 20384.487396 20384.487396 3.253164e+03 0.073116 8.239043e+02 -48 S 21371.371714 21371.371714 4.812260e+03 0.073116 8.356781e+02 S 21371.376902 21371.376902 4.812269e+03 0.073115 9.205589e+02 S 21371.376902 21371.376902 4.812269e+03 0.073115 920.558941 S 21371.376902 21371.376902 4.812269e+03 0.073115 8.238746e+02 -49 S 23111.372686 23111.372686 9.597458e+03 0.073156 8.357488e+02 S 23111.367606 23111.367606 9.597439e+03 0.073156 9.206358e+02 S 23111.367606 23111.367606 9.597439e+03 0.073156 920.635775 S 23111.367606 23111.367606 9.597439e+03 0.073156 8.239396e+02 -50 Q 21313.321992 21313.321992 4.702696e+03 0.073116 8.356796e+02 Q 21313.327180 21313.327180 4.702706e+03 0.073116 9.205604e+02 Q 21313.327180 21313.327180 4.702706e+03 0.073116 920.560409 Q 21313.327180 21313.327180 4.702706e+03 0.073116 8.238761e+02 -51 L 17017.503578 17017.503578 8.553916e+02 0.073076 8.358695e+02 L 17017.508579 17017.508579 8.553933e+02 0.073076 9.207425e+02 L 17017.508579 17017.508579 8.553933e+02 0.073076 920.742450 L 17017.508580 17017.508580 8.553933e+02 0.073076 8.240656e+02 -52 A 17653.239967 17653.239967 1.100789e+03 0.084014 1.007402e+03 A 17653.235964 17653.235964 1.100788e+03 0.084014 1.098550e+03 A 17653.235964 17653.235964 1.100788e+03 0.084014 1098.550409 A 17653.235964 17653.235964 1.100788e+03 0.084014 9.976687e+02 -53 D 19452.939197 19452.939197 2.248007e+03 0.084060 1.007407e+03 D 19452.935200 19452.935200 2.248003e+03 0.084060 1.098569e+03 D 19452.935200 19452.935200 2.248003e+03 0.08406 1098.568818 D 19452.935200 19452.935200 2.248003e+03 0.08406 9.976678e+02 -54 D 18410.387269 18410.387269 1.486493e+03 0.084014 1.007293e+03 D 18410.383246 18410.383246 1.486491e+03 0.084014 1.098439e+03 D 18410.383246 18410.383246 1.486491e+03 0.084014 1098.438737 D 18410.383247 18410.383247 1.486491e+03 0.084014 9.975601e+02 -55 V 14128.641686 14128.641686 2.718978e+02 0.072556 1.029291e+03 V 14128.641079 14128.641079 2.718978e+02 0.072556 1.108583e+03 V 14128.641079 14128.641079 2.718978e+02 0.072556 1108.582762 V 14128.641079 14128.641079 2.718978e+02 0.072556 1.025433e+03 -56 Y 16859.865578 16859.865578 8.035326e+02 0.072595 1.028375e+03 Y 16859.864827 16859.864827 8.035324e+02 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15898.071343 5.486351e+02 0.150098 1.458411e+03 -129 A 15850.629135 15850.629135 5.384051e+02 0.171607 2.004360e+03 A 15850.263599 15850.263599 5.383270e+02 0.171632 1.380487e+03 A 15850.968693 15850.968693 5.384776e+02 0.171584 2121.805622 A 15850.263599 15850.263599 5.383270e+02 0.171632 1.380487e+03 +125 Q 26327.091804 26327.091804 3.437430e+04 0.002885 3.283701e+03 Q 26302.798073 26302.798073 3.404458e+04 0.002913 7.794498e+02 Q 26304.863447 26304.863447 3.407249e+04 0.002911 854.981855 Q 26302.798073 26302.798073 3.404458e+04 0.002913 7.794498e+02 +126 L 24833.691385 24833.691385 1.900714e+04 0.003292 2.403572e+03 L 24813.528175 24813.528175 1.885569e+04 0.003319 8.685057e+02 L 24815.748342 24815.748342 1.887231e+04 0.003316 970.293709 L 24813.528175 24813.528175 1.885569e+04 0.003319 8.685057e+02 +127 N 20549.388323 20549.388323 3.473113e+03 0.082339 1.106835e+03 N 20549.662199 20549.662199 3.473491e+03 0.082330 1.262128e+03 N 20551.674742 20551.674742 3.476265e+03 0.082264 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19102.718667 1.956382e+03 0.171702 2.002648e+03 N 19102.351277 19102.351277 1.956096e+03 0.171727 1.379420e+03 N 19103.058670 19103.058670 1.956646e+03 0.171678 2120.207888 N 19102.351277 19102.351277 1.956096e+03 0.171727 1.379420e+03 -133 F 17535.987325 17535.987325 1.050754e+03 0.171607 2.003528e+03 F 17535.620223 17535.620223 1.050601e+03 0.171632 1.379871e+03 F 17536.327190 17536.327190 1.050896e+03 0.171584 2120.859916 F 17535.620223 17535.620223 1.050601e+03 0.171632 1.379871e+03 +131 V 11594.070427 11594.070427 9.946993e+01 0.171559 1.477826e+03 V 11593.686832 11593.686832 9.945479e+01 0.171585 1.151888e+03 V 11594.829346 11594.829346 9.949988e+01 0.171508 1792.360367 V 11593.686832 11593.686832 9.945479e+01 0.171585 1.151888e+03 +132 N 19101.995266 19101.995266 1.955820e+03 0.171751 1.470487e+03 N 19101.603901 19101.603901 1.955517e+03 0.171777 1.146212e+03 N 19102.769063 19102.769063 1.956421e+03 0.171698 1783.581451 N 19101.603901 19101.603901 1.955517e+03 0.171777 1.146212e+03 +133 F 17535.264046 17535.264046 1.050453e+03 0.171656 1.470957e+03 F 17534.872928 17534.872928 1.050290e+03 0.171683 1.146538e+03 F 17536.037608 17536.037608 1.050775e+03 0.171604 1784.064462 F 17534.872928 17534.872928 1.050290e+03 0.171683 1.146538e+03 134 D 16123.961294 NaN NaN NaN NaN D 16123.961294 NaN NaN NaN NaN NaN 16123.961294 NaN NaN NaN NaN D 16123.961294 NaN NaN NaN NaN 135 A 14709.400492 NaN NaN NaN NaN A 14709.400492 NaN NaN NaN NaN NaN 14709.400492 NaN NaN NaN NaN A 14709.400492 NaN NaN NaN NaN 136 L 13294.839691 NaN NaN NaN NaN L 13294.839691 NaN NaN NaN NaN NaN 13294.839691 NaN NaN NaN NaN L 13294.839691 NaN NaN NaN NaN 137 F 11880.278890 NaN NaN NaN NaN F 11880.278890 NaN NaN NaN NaN NaN 11880.278890 NaN NaN NaN NaN F 11880.278890 NaN NaN NaN NaN 138 M 10467.103505 NaN NaN NaN NaN M 10467.103505 NaN NaN NaN NaN NaN 10467.103505 NaN NaN NaN NaN M 10467.103505 NaN NaN NaN NaN -139 N 17469.379272 17469.379272 1.023351e+03 0.583446 3.113564e+03 N 17469.379686 17469.379686 1.023351e+03 0.583446 6.478915e+03 NaN 17469.375796 NaN NaN NaN NaN N 17469.379686 17469.379686 1.023351e+03 0.583446 6.478915e+03 -140 Y 14382.650003 14382.650003 3.007268e+02 0.558259 2.265530e+03 Y 14382.653753 14382.653753 3.007272e+02 0.558258 3.102502e+03 NaN 14382.653428 NaN NaN NaN NaN Y 14382.653753 14382.653753 3.007272e+02 0.558258 3.102502e+03 -141 L 10896.388679 10896.388679 7.541873e+01 0.579762 2.244239e+03 L 10896.388845 10896.388845 7.541874e+01 0.579762 2.879543e+03 NaN 10896.386248 NaN NaN NaN NaN L 10896.388845 10896.388845 7.541874e+01 0.579762 2.879543e+03 -142 Q 12215.186228 12215.186228 1.272658e+02 0.828588 4.966229e+03 Q 12215.185840 12215.185840 1.272658e+02 0.828588 6.313862e+03 NaN 12215.189258 NaN NaN NaN NaN Q 12215.185840 12215.185840 1.272658e+02 0.828588 6.313862e+03 -143 Q 14606.103805 14606.103805 3.286048e+02 0.828812 4.410099e+03 Q 14606.098855 14606.098855 3.286041e+02 0.828814 5.866713e+03 NaN 14606.099322 NaN NaN NaN NaN Q 14606.098855 14606.098855 3.286041e+02 0.828814 5.866713e+03 -144 Q 14606.103805 14606.103805 3.286048e+02 0.828812 4.410099e+03 Q 14606.098855 14606.098855 3.286041e+02 0.828814 5.866713e+03 NaN 14606.099322 NaN NaN NaN NaN Q 14606.098855 14606.098855 3.286041e+02 0.828814 5.866713e+03 -145 A 14257.436187 14257.436187 2.861524e+02 0.828585 4.408223e+03 A 14257.431227 14257.431227 2.861519e+02 0.828587 5.864218e+03 NaN 14257.431679 NaN NaN NaN NaN A 14257.431227 14257.431227 2.861519e+02 0.828587 5.864218e+03 -146 G 12917.804967 12917.804967 1.681803e+02 0.828133 4.410819e+03 G 12917.800016 12917.800016 1.681800e+02 0.828134 5.867672e+03 NaN 12917.800481 NaN NaN NaN NaN G 12917.800016 12917.800016 1.681800e+02 0.828134 5.867672e+03 -147 E 13441.078188 13441.078188 2.069839e+02 0.829039 4.421142e+03 E 13441.073295 13441.073295 2.069835e+02 0.829040 5.881402e+03 NaN 13441.073835 NaN NaN NaN NaN E 13441.073295 13441.073295 2.069835e+02 0.82904 5.881402e+03 -148 G 12042.855938 12042.855938 1.188554e+02 0.828134 4.420911e+03 G 12042.851037 12042.851037 1.188551e+02 0.828135 5.881097e+03 NaN 12042.851567 NaN NaN NaN NaN G 12042.851037 12042.851037 1.188551e+02 0.828135 5.881097e+03 -149 T 13673.395543 13673.395543 2.269685e+02 0.829039 4.419401e+03 T 13673.390641 13673.390641 2.269680e+02 0.829040 5.879088e+03 NaN 13673.391170 NaN NaN NaN NaN T 13673.390641 13673.390641 2.269680e+02 0.82904 5.879088e+03 -150 E 13617.387934 13617.387934 2.219807e+02 0.828585 4.412356e+03 E 13617.382994 13617.382994 2.219803e+02 0.828587 5.869716e+03 NaN 13617.383473 NaN NaN NaN NaN E 13617.382994 13617.382994 2.219803e+02 0.828587 5.869716e+03 -151 E 11573.784089 11573.784089 9.867256e+01 0.828585 4.435378e+03 E 11573.779262 11573.779262 9.867237e+01 0.828587 5.900341e+03 NaN 11573.779889 NaN NaN NaN NaN E 11573.779262 11573.779262 9.867237e+01 0.828587 5.900341e+03 -152 H 6097.238085 6097.238085 1.123496e+01 8.478941 2.247077e+19 H 6097.238085 6097.238085 1.123496e+01 8.478941 2.870808e+19 NaN 6097.238085 NaN NaN NaN NaN H 6097.238085 6097.238085 1.123496e+01 8.478941 2.870808e+19 -153 Q 8625.733625 8625.733625 3.063648e+01 8.483221 2.176583e+19 Q 8625.733625 8625.733625 3.063648e+01 8.483221 2.780746e+19 NaN 8625.733625 NaN NaN NaN NaN Q 8625.733625 8625.733625 3.063648e+01 8.483221 2.780746e+19 -154 D 8911.891245 8911.891245 3.431979e+01 8.483232 2.169365e+19 D 8911.891245 8911.891245 3.431979e+01 8.483232 2.771524e+19 NaN 8911.891245 NaN NaN NaN NaN D 8911.891245 8911.891245 3.431979e+01 8.483232 2.771524e+19 -155 A 8922.389245 8922.389245 3.446303e+01 0.044351 1.513099e+03 A 8921.546293 8921.546293 3.445150e+01 0.044365 1.613592e+03 NaN 8912.232205 NaN NaN NaN NaN A 8921.546293 8921.546293 3.445150e+01 0.044365 1.613592e+03 \ No newline at end of file +139 N 17469.309570 17469.309570 1.023322e+03 0.583462 8.184005e+03 N 17469.310018 17469.310018 1.023323e+03 0.583462 7.030969e+03 NaN 17469.311932 NaN NaN NaN NaN N 17469.310018 17469.310018 1.023323e+03 0.583462 7.030969e+03 +140 Y 14382.479595 14382.479595 3.007065e+02 0.558297 6.340929e+03 Y 14382.480216 14382.480216 3.007065e+02 0.558296 5.809917e+03 NaN 14382.481069 NaN NaN NaN NaN Y 14382.480216 14382.480216 3.007065e+02 0.558296 5.809917e+03 +141 L 10896.209011 10896.209011 7.541336e+01 0.579803 5.953121e+03 L 10896.205561 10896.205561 7.541325e+01 0.579804 5.598073e+03 NaN 10896.207760 NaN NaN NaN NaN L 10896.205561 10896.205561 7.541325e+01 0.579804 5.598073e+03 +142 Q 12215.161405 12215.161405 1.272646e+02 0.828596 1.201577e+04 Q 12215.160848 12215.160848 1.272646e+02 0.828596 1.048592e+04 NaN 12215.161097 NaN NaN NaN NaN Q 12215.160848 12215.160848 1.272646e+02 0.828596 1.048592e+04 +143 Q 14606.070115 14606.070115 3.286004e+02 0.828823 1.123116e+04 Q 14606.068547 14606.068547 3.286002e+02 0.828824 9.368460e+03 NaN 14606.069424 NaN NaN NaN NaN Q 14606.068547 14606.068547 3.286002e+02 0.828824 9.368460e+03 +144 Q 14606.070115 14606.070115 3.286004e+02 0.828823 1.123116e+04 Q 14606.068547 14606.068547 3.286002e+02 0.828824 9.368460e+03 NaN 14606.069424 NaN NaN NaN NaN Q 14606.068547 14606.068547 3.286002e+02 0.828824 9.368460e+03 +145 A 14257.402468 14257.402468 2.861486e+02 0.828596 1.122637e+04 A 14257.400899 14257.400899 2.861484e+02 0.828597 9.364468e+03 NaN 14257.401781 NaN NaN NaN NaN A 14257.400899 14257.400899 2.861484e+02 0.828597 9.364468e+03 +146 G 12917.768975 12917.768975 1.681779e+02 0.828144 1.123298e+04 G 12917.772004 12917.772004 1.681781e+02 0.828143 9.369941e+03 NaN 12917.768285 NaN NaN NaN NaN G 12917.772004 12917.772004 1.681781e+02 0.828143 9.369941e+03 +147 E 13441.042347 13441.042347 2.069810e+02 0.829050 1.125933e+04 E 13441.045384 13441.045384 2.069812e+02 0.829049 9.391899e+03 NaN 13441.041639 NaN NaN NaN NaN E 13441.045384 13441.045384 2.069812e+02 0.829049 9.391899e+03 +148 G 12042.820076 12042.820076 1.188537e+02 0.828145 1.125868e+04 G 12042.823112 12042.823112 1.188538e+02 0.828144 9.391379e+03 NaN 12042.819371 NaN NaN NaN NaN G 12042.823112 12042.823112 1.188538e+02 0.828144 9.391379e+03 +149 T 13673.359679 13673.359679 2.269652e+02 0.829050 1.125490e+04 T 13673.362715 13673.362715 2.269655e+02 0.829049 9.388202e+03 NaN 13673.358974 NaN NaN NaN NaN T 13673.362715 13673.362715 2.269655e+02 0.829049 9.388202e+03 +150 E 13617.354269 13617.354269 2.219778e+02 0.828596 1.123690e+04 E 13617.352702 13617.352702 2.219776e+02 0.828597 9.373248e+03 NaN 13617.353574 NaN NaN NaN NaN E 13617.352702 13617.352702 2.219776e+02 0.828597 9.373248e+03 +151 E 11573.750719 11573.750719 9.867126e+01 0.828596 1.129553e+04 E 11573.749168 11573.749168 9.867120e+01 0.828597 9.422151e+03 NaN 11573.749993 NaN NaN NaN NaN E 11573.749168 11573.749168 9.867120e+01 0.828597 9.422151e+03 +152 H 6097.238085 6097.238085 1.123496e+01 8.478941 4.663831e+19 H 6097.238085 6097.238085 1.123496e+01 8.478941 4.205557e+19 NaN 6097.238085 NaN NaN NaN NaN H 6097.238085 6097.238085 1.123496e+01 8.478941 4.205557e+19 +153 Q 8625.733625 8625.733625 3.063648e+01 8.483221 4.517519e+19 Q 8625.733625 8625.733625 3.063648e+01 8.483221 4.073622e+19 NaN 8625.733625 NaN NaN NaN NaN Q 8625.733625 8625.733625 3.063648e+01 8.483221 4.073622e+19 +154 D 8911.090817 8911.090817 3.430889e+01 8.485851 4.560610e+19 D 8911.088750 8911.088750 3.430886e+01 8.485857 4.112615e+19 NaN 8911.091896 NaN NaN NaN NaN D 8911.088750 8911.088750 3.430886e+01 8.485857 4.112615e+19 +155 A 8911.089966 8911.089966 3.430888e+01 0.044544 2.240054e+03 A 8911.087961 8911.087961 3.430885e+01 0.044544 1.966548e+03 NaN 8911.095742 NaN NaN NaN NaN A 8911.087961 8911.087961 3.430885e+01 0.044544 1.966548e+03 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_delta_batch/log.txt b/tests/test_data/output/ecsecb_delta_batch/log.txt index 8edd73af..d9466b51 100644 --- a/tests/test_data/output/ecsecb_delta_batch/log.txt +++ b/tests/test_data/output/ecsecb_delta_batch/log.txt @@ -1,4 +1,4 @@ -# 2022/07/27 18:17:47 (1658938667) -PyHDX v0.4.1+102.gfcc6eb5.dirty -Total_loss 5.64, mse_loss 5.41, reg_loss 0.23(4.06%) +# 2022/10/12 17:44:16 (1665589456) +PyHDX v0.4.1+101.gdc82a4a.dirty +Total_loss 3.88, mse_loss 3.65, reg_loss 0.23(5.90%) Number of epochs: 200 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_delta_batch/losses.csv b/tests/test_data/output/ecsecb_delta_batch/losses.csv index a7718f0f..1c11c83d 100644 --- a/tests/test_data/output/ecsecb_delta_batch/losses.csv +++ b/tests/test_data/output/ecsecb_delta_batch/losses.csv @@ -1,202 +1,202 @@ # {"comment": "#", "header": [0], "index_col": 0} epoch,mse_loss,reg_1,reg_2 -1,5.433255593442196,0.22887239340484275,0.0 -2,5.433177079930358,0.22887204634582323,1.0642830275296076e-06 -3,5.433086567496245,0.22887163962895385,2.218379012450708e-06 -4,5.43298968939483,0.22887120368076058,3.3871784199251625e-06 -5,5.43288963376156,0.22887075311151922,4.652928853742636e-06 -6,5.4327879745677565,0.22887029522627664,5.8884431305629955e-06 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3.651140 0.228764 1.858407e-04 +200 3.651087 0.228763 1.867887e-04 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_reduced/HDXMeasurement.csv b/tests/test_data/output/ecsecb_reduced/HDXMeasurement.csv deleted file mode 100644 index e89da008..00000000 --- a/tests/test_data/output/ecsecb_reduced/HDXMeasurement.csv +++ /dev/null @@ -1,75 +0,0 @@ -# PyHDX v0.4.0b2+49.g05bd115.dirty -# 2021/09/06 11:33:26 (1630920806) -# {"temperature": 303.15, "pH": 8.0} -# {"comment": "#", "header": [0], "index_col": 0} -peptide_index,protein,start,end,sequence,modification,fragment,maxuptake,mhp,state,exposure,center,center_sd,uptake,uptake_sd,rt,rt_sd,_start,_end,_sequence,ex_residues,rfu,uptake_corrected -1,Accession,10,18,xTFQIQRIY,False,False,8.0,1199.6241,SecB WT apo,0.0,1200.411174,0.023301,0.0,0.0,5.513296,0.010889,9,18,MTFQIQRIY,8.0,0.0,0.0 -2,Accession,12,18,xQIQRIY,False,False,6.0,967.536,SecB WT apo,0.0,968.049857,0.006725,0.0,0.0,5.130576,0.01012,11,18,FQIQRIY,6.0,0.0,0.0 -3,Accession,19,33,xKDISFEApNApHVF,False,False,12.0,1672.8329,SecB WT apo,0.0,1673.844013,0.015068,0.0,0.0,5.125306,0.009901,18,33,TKDISFEAPNAPHVF,12.0,0.0,0.0 -4,Accession,19,34,xKDISFEApNApHVFQ,False,False,13.0,1800.8915,SecB WT apo,0.0,1801.955252,0.007749,0.0,0.0,4.938514,0.007847,18,34,TKDISFEAPNAPHVFQ,13.0,0.0,0.0 -5,Accession,19,35,xKDISFEApNApHVFQK,False,False,14.0,1928.9865,SecB WT apo,0.0,1930.109485,0.016551,0.0,0.0,4.615109,0.00988,18,35,TKDISFEAPNAPHVFQK,14.0,0.0,0.0 -6,Accession,22,33,xSFEApNApHVF,False,False,9.0,1328.6634,SecB WT apo,0.0,1329.421551,0.010684,0.0,0.0,5.48315,0.006718,21,33,ISFEAPNAPHVF,9.0,0.0,0.0 -7,Accession,22,34,xSFEApNApHVFQ,False,False,10.0,1456.7219,SecB WT apo,0.0,1457.599798,0.021035,0.0,0.0,5.249913,0.0069,21,34,ISFEAPNAPHVFQ,10.0,0.0,0.0 -8,Accession,22,35,xSFEApNApHVFQK,False,False,11.0,1584.8169,SecB WT apo,0.0,1585.702777,0.025082,0.0,0.0,4.843765,0.009622,21,35,ISFEAPNAPHVFQK,11.0,0.0,0.0 -9,Accession,25,33,xApNApHVF,False,False,6.0,981.4789,SecB WT apo,0.0,982.043067,0.022384,0.0,0.0,4.843671,0.00981,24,33,EAPNAPHVF,6.0,0.0,0.0 -10,Accession,25,35,xApNApHVFQK,False,False,8.0,1237.6324,SecB WT apo,0.0,1238.349509,0.002106,0.0,0.0,4.043797,0.018325,24,35,EAPNAPHVFQK,8.0,0.0,0.0 -11,Accession,10,18,xTFQIQRIY,False,False,8.0,1199.6241,SecB WT apo,10.020000000000001,1202.897618,0.016323,2.486444,0.02845,5.5139,0.010976,9,18,MTFQIQRIY,8.0,0.49009421689596716,3.9207537351677373 -12,Accession,12,18,xQIQRIY,False,False,6.0,967.536,SecB WT apo,10.020000000000001,969.701294,0.017663,1.651437,0.0189,5.142292,0.008648,11,18,FQIQRIY,6.0,0.45337934927217693,2.7202760956330616 -13,Accession,19,33,xKDISFEApNApHVF,False,False,12.0,1672.8329,SecB WT apo,10.020000000000001,1675.683936,0.022388,1.839924,0.026986,5.13041,0.007817,18,33,TKDISFEAPNAPHVF,12.0,0.3494935837735583,4.1939230052827 -14,Accession,19,34,xKDISFEApNApHVFQ,False,False,13.0,1800.8915,SecB WT apo,10.020000000000001,1804.487351,0.032707,2.532099,0.033613,4.947923,0.013231,18,34,TKDISFEAPNAPHVFQ,13.0,0.4007817470995109,5.210162712293642 -15,Accession,19,35,xKDISFEApNApHVFQK,False,False,14.0,1928.9865,SecB WT apo,10.020000000000001,1933.229335,0.031139,3.11985,0.035264,4.618202,0.010243,18,35,TKDISFEAPNAPHVFQK,14.0,0.45797879250728285,6.41170309510196 -16,Accession,22,33,xSFEApNApHVF,False,False,9.0,1328.6634,SecB WT apo,10.020000000000001,1331.283021,0.015799,1.86147,0.019072,5.489802,0.011635,21,33,ISFEAPNAPHVF,9.0,0.40330055312538593,3.6297049781284736 -17,Accession,22,34,xSFEApNApHVFQ,False,False,10.0,1456.7219,SecB WT apo,10.020000000000001,1460.181999,0.035201,2.582201,0.041007,5.257374,0.012036,21,34,ISFEAPNAPHVFQ,10.0,0.46435039433443104,4.64350394334431 -18,Accession,22,35,xSFEApNApHVFQK,False,False,11.0,1584.8169,SecB WT apo,10.020000000000001,1588.848082,0.027998,3.145305,0.03759,4.855414,0.012739,21,35,ISFEAPNAPHVFQK,11.0,0.50564864893976,5.562135138337361 -19,Accession,25,33,xApNApHVF,False,False,6.0,981.4789,SecB WT apo,10.020000000000001,983.556881,0.01248,1.513814,0.025628,4.855928,0.011337,24,33,EAPNAPHVF,6.0,0.511087643056288,3.0665258583377275 -20,Accession,25,35,xApNApHVFQK,False,False,8.0,1237.6324,SecB WT apo,10.020000000000001,1241.086731,0.018532,2.737222,0.018651,4.063379,0.013265,24,35,EAPNAPHVFQK,8.0,0.6333572895894872,5.066858316715898 -21,Accession,10,18,xTFQIQRIY,False,False,8.0,1199.6241,SecB WT apo,30.0,1203.268315,0.029992,2.857141,0.037979,5.510626,0.008419,9,18,MTFQIQRIY,8.0,0.5631609965703472,4.505287972562778 -22,Accession,12,18,xQIQRIY,False,False,6.0,967.536,SecB WT apo,30.0,969.910775,0.034889,1.860919,0.035531,5.136834,0.008938,11,18,FQIQRIY,6.0,0.51088975556938,3.0653385334162797 -23,Accession,19,33,xKDISFEApNApHVF,False,False,12.0,1672.8329,SecB WT apo,30.0,1676.352355,0.102157,2.508343,0.103262,5.127204,0.008738,18,33,TKDISFEAPNAPHVF,12.0,0.47645978007967643,5.717517360956117 -24,Accession,19,34,xKDISFEApNApHVFQ,False,False,13.0,1800.8915,SecB WT apo,30.0,1805.261419,0.066145,3.306167,0.066597,4.939749,0.008337,18,34,TKDISFEAPNAPHVFQ,13.0,0.523301571724782,6.802920432422166 -25,Accession,19,35,xKDISFEApNApHVFQK,False,False,14.0,1928.9865,SecB WT apo,30.0,1933.984366,0.122007,3.874881,0.123125,4.616431,0.007427,18,35,TKDISFEAPNAPHVFQK,14.0,0.5688136678011484,7.963391349216078 -26,Accession,22,33,xSFEApNApHVF,False,False,9.0,1328.6634,SecB WT apo,30.0,1331.894565,0.040517,2.473014,0.041902,5.48333,0.008868,21,33,ISFEAPNAPHVF,9.0,0.5357958570843597,4.822162713759237 -27,Accession,22,34,xSFEApNApHVFQ,False,False,10.0,1456.7219,SecB WT apo,30.0,1460.825341,0.096207,3.225543,0.09848,5.247113,0.008593,21,34,ISFEAPNAPHVFQ,10.0,0.5800408891456024,5.800408891456024 -28,Accession,22,35,xSFEApNApHVFQK,False,False,11.0,1584.8169,SecB WT apo,30.0,1589.517645,0.062793,3.814868,0.067617,4.846944,0.009863,21,35,ISFEAPNAPHVFQK,11.0,0.6132896015119439,6.746185616631383 -29,Accession,25,33,xApNApHVF,False,False,6.0,981.4789,SecB WT apo,30.0,984.153119,0.040554,2.110052,0.046321,4.850685,0.009714,24,33,EAPNAPHVF,6.0,0.7123870590483419,4.274322354290051 -30,Accession,25,35,xApNApHVFQK,False,False,8.0,1237.6324,SecB WT apo,30.0,1241.674941,0.006483,3.325432,0.006816,4.062224,0.005645,24,35,EAPNAPHVFQK,8.0,0.7694613729665142,6.155690983732113 -31,Accession,10,18,xTFQIQRIY,False,False,8.0,1199.6241,SecB WT apo,60.0,1203.556913,0.040432,3.145738,0.046666,5.516562,0.012371,9,18,MTFQIQRIY,8.0,0.6200453344896913,4.960362675917531 -32,Accession,12,18,xQIQRIY,False,False,6.0,967.536,SecB WT apo,60.0,970.157007,0.028162,2.107151,0.028954,5.144618,0.009571,11,18,FQIQRIY,6.0,0.578489369681203,3.470936218087218 -33,Accession,19,33,xKDISFEApNApHVF,False,False,12.0,1672.8329,SecB WT apo,60.0,1676.813345,0.030799,2.969332,0.034288,5.132133,0.011324,18,33,TKDISFEAPNAPHVF,12.0,0.5640246456340086,6.768295747608103 -34,Accession,19,34,xKDISFEApNApHVFQ,False,False,13.0,1800.8915,SecB WT apo,60.0,1805.95197,0.038868,3.996718,0.039633,4.944612,0.015703,18,34,TKDISFEAPNAPHVFQ,13.0,0.632602288735181,8.223829753557354 -35,Accession,19,35,xKDISFEApNApHVFQK,False,False,14.0,1928.9865,SecB WT apo,60.0,1934.452292,0.031863,4.342807,0.035905,4.623861,0.011855,18,35,TKDISFEAPNAPHVFQK,14.0,0.6375029267279437,8.925040974191212 -36,Accession,22,33,xSFEApNApHVF,False,False,9.0,1328.6634,SecB WT apo,60.0,1332.359026,0.03688,2.937475,0.038397,5.489686,0.012171,21,33,ISFEAPNAPHVF,9.0,0.6364245957721548,5.727821361949394 -37,Accession,22,34,xSFEApNApHVFQ,False,False,10.0,1456.7219,SecB WT apo,60.0,1461.317292,0.040815,3.717494,0.045917,5.258162,0.017958,21,34,ISFEAPNAPHVFQ,10.0,0.6685071397756724,6.685071397756724 -38,Accession,22,35,xSFEApNApHVFQK,False,False,11.0,1584.8169,SecB WT apo,60.0,1589.998147,0.026135,4.295369,0.036223,4.85012,0.012387,21,35,ISFEAPNAPHVFQK,11.0,0.6905363809066937,7.59590018997363 -39,Accession,25,33,xApNApHVF,False,False,6.0,981.4789,SecB WT apo,60.0,984.577364,0.021429,2.534297,0.030988,4.853134,0.011057,24,33,EAPNAPHVF,6.0,0.8556189072994578,5.133713443796747 -40,Accession,25,35,xApNApHVFQK,False,False,8.0,1237.6324,SecB WT apo,60.0,1242.198254,0.018024,3.848745,0.018147,4.071184,0.01117,24,35,EAPNAPHVFQK,8.0,0.89054914125383,7.12439313003064 -41,Accession,10,18,xTFQIQRIY,False,False,8.0,1199.6241,SecB WT apo,300.0,1204.197061,0.008898,3.785886,0.024942,5.505509,0.004363,9,18,MTFQIQRIY,8.0,0.7462226514763275,5.96978121181062 -42,Accession,12,18,xQIQRIY,False,False,6.0,967.536,SecB WT apo,300.0,970.747892,0.036991,2.698036,0.037598,5.131163,0.003636,11,18,FQIQRIY,6.0,0.740708731845603,4.4442523910736185 -43,Accession,19,33,xKDISFEApNApHVF,False,False,12.0,1672.8329,SecB WT apo,300.0,1677.243105,0.032691,3.399092,0.035997,5.119915,0.005196,18,33,TKDISFEAPNAPHVF,12.0,0.6456575622993297,7.747890747591956 -44,Accession,19,34,xKDISFEApNApHVFQ,False,False,13.0,1800.8915,SecB WT apo,300.0,1806.344661,0.080389,4.38941,0.080762,4.935798,0.003678,18,34,TKDISFEAPNAPHVFQ,13.0,0.694757751784612,9.031850773199956 -45,Accession,19,35,xKDISFEApNApHVFQK,False,False,14.0,1928.9865,SecB WT apo,300.0,1934.963542,0.03572,4.854057,0.039368,4.612601,0.004573,18,35,TKDISFEAPNAPHVFQK,14.0,0.7125519379526336,9.975727131336871 -46,Accession,22,33,xSFEApNApHVF,False,False,9.0,1328.6634,SecB WT apo,300.0,1332.765843,0.029486,3.344293,0.031362,5.479832,0.003512,21,33,ISFEAPNAPHVF,9.0,0.724564573543144,6.521081161888295 -47,Accession,22,34,xSFEApNApHVFQ,False,False,10.0,1456.7219,SecB WT apo,300.0,1461.744744,0.020327,4.144946,0.029252,5.244169,0.001948,21,34,ISFEAPNAPHVFQ,10.0,0.7453747053753456,7.453747053753456 -48,Accession,22,35,xSFEApNApHVFQK,False,False,11.0,1584.8169,SecB WT apo,300.0,1590.42544,0.035983,4.722663,0.043862,4.843775,0.003856,21,35,ISFEAPNAPHVFQK,11.0,0.7592294436780516,8.351523880458567 -49,Accession,25,33,xApNApHVF,False,False,6.0,981.4789,SecB WT apo,300.0,984.953147,0.030334,2.91008,0.037699,4.844159,0.002923,24,33,EAPNAPHVF,6.0,0.9824892148607705,5.894935289164623 -50,Accession,25,35,xApNApHVFQK,False,False,8.0,1237.6324,SecB WT apo,300.0,1242.569041,0.02944,4.219532,0.029515,4.060225,0.004092,24,35,EAPNAPHVFQK,8.0,0.9763443925469356,7.810755140375485 -51,Accession,10,18,xTFQIQRIY,False,False,8.0,1199.6241,SecB WT apo,600.0,1204.494124,0.02749,4.08295,0.036037,5.522181,0.011556,9,18,MTFQIQRIY,8.0,0.8047758899357433,6.438207119485947 -52,Accession,12,18,xQIQRIY,False,False,6.0,967.536,SecB WT apo,600.0,970.924658,0.015747,2.874801,0.017123,5.145348,0.005831,11,18,FQIQRIY,6.0,0.7892371350932572,4.735422810559543 -53,Accession,19,33,xKDISFEApNApHVF,False,False,12.0,1672.8329,SecB WT apo,600.0,1677.329581,0.052881,3.485568,0.054986,5.132995,0.006448,18,33,TKDISFEAPNAPHVF,12.0,0.6620836794380823,7.945004153256988 -54,Accession,19,34,xKDISFEApNApHVFQ,False,False,13.0,1800.8915,SecB WT apo,600.0,1806.334747,0.033809,4.379495,0.034686,4.947334,0.008232,18,34,TKDISFEAPNAPHVFQ,13.0,0.6931884012092626,9.011449215720415 -55,Accession,19,35,xKDISFEApNApHVFQK,False,False,14.0,1928.9865,SecB WT apo,600.0,1934.945124,0.063272,4.835639,0.0654,4.624496,0.005835,18,35,TKDISFEAPNAPHVFQK,14.0,0.709848265211829,9.937875712965607 -56,Accession,22,33,xSFEApNApHVF,False,False,9.0,1328.6634,SecB WT apo,600.0,1332.82225,0.043755,3.400699,0.04504,5.493785,0.007907,21,33,ISFEAPNAPHVF,9.0,0.7367853297194941,6.631067967475446 -57,Accession,22,34,xSFEApNApHVFQ,False,False,10.0,1456.7219,SecB WT apo,600.0,1461.787539,0.070712,4.187741,0.073774,5.257535,0.007465,21,34,ISFEAPNAPHVFQ,10.0,0.7530704173379471,7.530704173379471 -58,Accession,22,35,xSFEApNApHVFQK,False,False,11.0,1584.8169,SecB WT apo,600.0,1590.461325,0.055357,4.758548,0.060774,4.854465,0.006093,21,35,ISFEAPNAPHVFQK,11.0,0.7649984237188436,8.41498266090728 -59,Accession,25,33,xApNApHVF,False,False,6.0,981.4789,SecB WT apo,600.0,984.886302,0.054118,2.843235,0.058565,4.855408,0.006017,24,33,EAPNAPHVF,6.0,0.9599212814818365,5.759527688891019 -60,Accession,25,35,xApNApHVFQK,False,False,8.0,1237.6324,SecB WT apo,600.0,1242.549607,0.068745,4.200098,0.068777,4.069896,0.005124,24,35,EAPNAPHVFQK,8.0,0.9718476196999096,7.774780957599277 -61,Accession,10,18,xTFQIQRIY,False,False,8.0,1199.6241,SecB WT apo,6000.00048,1205.201799,0.034025,4.790625,0.041239,5.516917,0.001234,9,18,MTFQIQRIY,8.0,0.9442632159892774,7.554105727914219 -62,Accession,12,18,xQIQRIY,False,False,6.0,967.536,SecB WT apo,6000.00048,971.499418,0.031698,3.449561,0.032404,5.145425,0.002705,11,18,FQIQRIY,6.0,0.9470295999512424,5.682177599707455 -63,Accession,19,33,xKDISFEApNApHVF,False,False,12.0,1672.8329,SecB WT apo,6000.00048,1678.162157,0.072211,4.318144,0.073767,5.132658,0.003266,18,33,TKDISFEAPNAPHVF,12.0,0.8202314996762303,9.842777996114764 -64,Accession,19,34,xKDISFEApNApHVFQ,False,False,13.0,1800.8915,SecB WT apo,6000.00048,1807.239221,0.064263,5.283969,0.064728,4.946768,0.002933,18,34,TKDISFEAPNAPHVFQ,13.0,0.8363489450608589,10.872536285791165 -65,Accession,19,35,xKDISFEApNApHVFQK,False,False,14.0,1928.9865,SecB WT apo,6000.00048,1935.889704,0.071981,5.780219,0.07386,4.625127,0.003427,18,35,TKDISFEAPNAPHVFQK,14.0,0.84850801097734,11.87911215368276 -66,Accession,22,33,xSFEApNApHVF,False,False,9.0,1328.6634,SecB WT apo,6000.00048,1333.433258,0.030477,4.011707,0.032295,5.491594,0.002625,21,33,ISFEAPNAPHVF,9.0,0.8691645055128381,7.822480549615543 -67,Accession,22,34,xSFEApNApHVFQ,False,False,10.0,1456.7219,SecB WT apo,6000.00048,1462.416824,0.030985,4.817025,0.03745,5.256486,0.001527,21,34,ISFEAPNAPHVFQ,10.0,0.8662328990922135,8.662328990922134 -68,Accession,22,35,xSFEApNApHVFQK,False,False,11.0,1584.8169,SecB WT apo,6000.00048,1591.125079,0.030307,5.422302,0.03934,4.854367,0.001976,21,35,ISFEAPNAPHVFQK,11.0,0.871705504058703,9.588760544645732 -69,Accession,25,33,xApNApHVF,False,False,6.0,981.4789,SecB WT apo,6000.00048,985.033865,0.029936,2.990798,0.037379,4.856934,0.002004,24,33,EAPNAPHVF,6.0,1.009740893318109,6.058445359908653 -70,Accession,25,35,xApNApHVFQK,False,False,8.0,1237.6324,SecB WT apo,6000.00048,1242.69701,0.027652,4.347501,0.027732,4.071529,0.002716,24,35,EAPNAPHVFQK,8.0,1.0059547416495942,8.047637933196754 diff --git a/tests/test_data/output/ecsecb_reduced/HDXMeasurements.csv b/tests/test_data/output/ecsecb_reduced/HDXMeasurements.csv new file mode 100644 index 00000000..96092e23 --- /dev/null +++ b/tests/test_data/output/ecsecb_reduced/HDXMeasurements.csv @@ -0,0 +1,77 @@ +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:43:23 (1665589403) +# {"SecB WT apo": {"temperature": 303.15, "pH": 8.0, "c_term": 155}} +# {"comment": "#", "header": [0, 1], "index_col": 0} +,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo +,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id +peptide_index,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +0,9,18,17,xTFQIQRIY,SecB WT apo,0.0,0.0,8,5.0734,0.020042,0,0,0.0,Accession,,,1199.6241,1200.411174,0.023301,0.0,5.513296,0.010889,0.0,MTFQIQRIY,10,18,8.0,0.0,0 +10,9,18,17,xTFQIQRIY,SecB WT apo,10.020000000000001,2.486444,8,5.0734,0.020042,0,0,0.49009421689596716,Accession,,,1199.6241,1202.897618,0.016323,0.02845,5.5139,0.010976,0.005932490373486041,MTFQIQRIY,10,18,8.0,3.9207537351677373,0 +20,9,18,17,xTFQIQRIY,SecB WT apo,30.0,2.857141,8,5.0734,0.020042,0,0,0.5631609965703472,Accession,,,1199.6241,1203.268315,0.029992,0.037979,5.510626,0.008419,0.007809491783628619,MTFQIQRIY,10,18,8.0,4.505287972562778,0 +30,9,18,17,xTFQIQRIY,SecB WT apo,60.0,3.145738,8,5.0734,0.020042,0,0,0.6200453344896913,Accession,,,1199.6241,1203.556913,0.040432,0.046666,5.516562,0.012371,0.009518721784908741,MTFQIQRIY,10,18,8.0,4.960362675917531,0 +40,9,18,17,xTFQIQRIY,SecB WT apo,300.0,3.785886,8,5.0734,0.020042,0,0,0.7462226514763275,Accession,,,1199.6241,1204.197061,0.008898,0.024942,5.505509,0.004363,0.005732306224521108,MTFQIQRIY,10,18,8.0,5.96978121181062,0 +50,9,18,17,xTFQIQRIY,SecB WT apo,600.0,4.08295,8,5.0734,0.020042,0,0,0.8047758899357433,Accession,,,1199.6241,1204.494124,0.02749,0.036037,5.522181,0.011556,0.0077821378441005834,MTFQIQRIY,10,18,8.0,6.438207119485947,0 +60,9,18,17,xTFQIQRIY,SecB WT apo,6000.00048,4.790625,8,5.0734,0.020042,0,0,0.9442632159892774,Accession,,,1199.6241,1205.201799,0.034025,0.041239,5.516917,0.001234,0.008943526594142657,MTFQIQRIY,10,18,8.0,7.554105727914219,0 +1,11,18,17,xQIQRIY,SecB WT apo,0.0,0.0,6,3.642506,0.0147,0,0,0.0,Accession,,,967.536,968.049857,0.006725,0.0,5.130576,0.01012,0.0,FQIQRIY,12,18,6.0,0.0,1 +11,11,18,17,xQIQRIY,SecB WT apo,10.020000000000001,1.651437,6,3.642506,0.0147,0,0,0.45337934927217693,Accession,,,967.536,969.701294,0.017663,0.0189,5.142292,0.008648,0.005501887018339277,FQIQRIY,12,18,6.0,2.7202760956330616,1 +21,11,18,17,xQIQRIY,SecB WT apo,30.0,1.860919,6,3.642506,0.0147,0,0,0.51088975556938,Accession,,,967.536,969.910775,0.034889,0.035531,5.136834,0.008938,0.009970064357764806,FQIQRIY,12,18,6.0,3.0653385334162797,1 +31,11,18,17,xQIQRIY,SecB WT apo,60.0,2.107151,6,3.642506,0.0147,0,0,0.578489369681203,Accession,,,967.536,970.157007,0.028162,0.028954,5.144618,0.009571,0.008284668626216747,FQIQRIY,12,18,6.0,3.470936218087218,1 +41,11,18,17,xQIQRIY,SecB WT apo,300.0,2.698036,6,3.642506,0.0147,0,0,0.740708731845603,Accession,,,967.536,970.747892,0.036991,0.037598,5.131163,0.003636,0.010746147885206624,FQIQRIY,12,18,6.0,4.4442523910736185,1 +51,11,18,17,xQIQRIY,SecB WT apo,600.0,2.874801,6,3.642506,0.0147,0,0,0.7892371350932572,Accession,,,967.536,970.924658,0.015747,0.017123,5.145348,0.005831,0.005678313754943448,FQIQRIY,12,18,6.0,4.735422810559543,1 +61,11,18,17,xQIQRIY,SecB WT apo,6000.00048,3.449561,6,3.642506,0.0147,0,0,0.9470295999512424,Accession,,,967.536,971.499418,0.031698,0.032404,5.145425,0.002705,0.00968230989542069,FQIQRIY,12,18,6.0,5.682177599707455,1 +2,18,33,32,xKDISFEApNApHVF,SecB WT apo,0.0,0.0,12,5.264543,0.061768,0,0,0.0,Accession,,,1672.8329,1673.844013,0.015068,0.0,5.125306,0.009901,0.0,TKDISFEAPNAPHVF,19,33,12.0,0.0,2 +12,18,33,32,xKDISFEApNApHVF,SecB WT apo,10.020000000000001,1.839924,12,5.264543,0.061768,0,0,0.3494935837735583,Accession,,,1672.8329,1675.683936,0.022388,0.026986,5.13041,0.007817,0.006564319512775974,TKDISFEAPNAPHVF,19,33,12.0,4.1939230052827,2 +22,18,33,32,xKDISFEApNApHVF,SecB WT apo,30.0,2.508343,12,5.264543,0.061768,0,0,0.47645978007967643,Accession,,,1672.8329,1676.352355,0.102157,0.103262,5.127204,0.008738,0.020395681644847792,TKDISFEAPNAPHVF,19,33,12.0,5.717517360956117,2 +32,18,33,32,xKDISFEApNApHVF,SecB WT apo,60.0,2.969332,12,5.264543,0.061768,0,0,0.5640246456340086,Accession,,,1672.8329,1676.813345,0.030799,0.034288,5.132133,0.011324,0.009285039764356188,TKDISFEAPNAPHVF,19,33,12.0,6.768295747608103,2 +42,18,33,32,xKDISFEApNApHVF,SecB WT apo,300.0,3.399092,12,5.264543,0.061768,0,0,0.6456575622993297,Accession,,,1672.8329,1677.243105,0.032691,0.035997,5.119915,0.005196,0.010204888710217387,TKDISFEAPNAPHVF,19,33,12.0,7.747890747591956,2 +52,18,33,32,xKDISFEApNApHVF,SecB WT apo,600.0,3.485568,12,5.264543,0.061768,0,0,0.6620836794380823,Accession,,,1672.8329,1677.329581,0.052881,0.054986,5.132995,0.006448,0.013016648007645622,TKDISFEAPNAPHVF,19,33,12.0,7.945004153256988,2 +62,18,33,32,xKDISFEApNApHVF,SecB WT apo,6000.00048,4.318144,12,5.264543,0.061768,0,0,0.8202314996762303,Accession,,,1672.8329,1678.162157,0.072211,0.073767,5.132658,0.003266,0.01699858093235136,TKDISFEAPNAPHVF,19,33,12.0,9.842777996114764,2 +3,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,0.0,0.0,13,6.3179,0.036001,0,0,0.0,Accession,,,1800.8915,1801.955252,0.007749,0.0,4.938514,0.007847,0.0,TKDISFEAPNAPHVFQ,19,34,13.0,0.0,3 +13,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,10.020000000000001,2.532099,13,6.3179,0.036001,0,0,0.4007817470995109,Accession,,,1800.8915,1804.487351,0.032707,0.033613,4.947923,0.013231,0.0057897259838011125,TKDISFEAPNAPHVFQ,19,34,13.0,5.210162712293642,3 +23,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,30.0,3.306167,13,6.3179,0.036001,0,0,0.523301571724782,Accession,,,1800.8915,1805.261419,0.066145,0.066597,4.939749,0.008337,0.010954656284373207,TKDISFEAPNAPHVFQ,19,34,13.0,6.802920432422166,3 +33,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,60.0,3.996718,13,6.3179,0.036001,0,0,0.632602288735181,Accession,,,1800.8915,1805.95197,0.038868,0.039633,4.944612,0.015703,0.007235068246796721,TKDISFEAPNAPHVFQ,19,34,13.0,8.223829753557354,3 +43,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,300.0,4.38941,13,6.3179,0.036001,0,0,0.694757751784612,Accession,,,1800.8915,1806.344661,0.080389,0.080762,4.935798,0.003678,0.013382046860534546,TKDISFEAPNAPHVFQ,19,34,13.0,9.031850773199956,3 +53,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,600.0,4.379495,13,6.3179,0.036001,0,0,0.6931884012092626,Accession,,,1800.8915,1806.334747,0.033809,0.034686,4.947334,0.008232,0.006763400043793134,TKDISFEAPNAPHVFQ,19,34,13.0,9.011449215720415,3 +63,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,6000.00048,5.283969,13,6.3179,0.036001,0,0,0.8363489450608589,Accession,,,1800.8915,1807.239221,0.064263,0.064728,4.946768,0.002933,0.011299372155867833,TKDISFEAPNAPHVFQ,19,34,13.0,10.872536285791165,3 +4,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,0.0,0.0,14,6.812215,0.036048,0,0,0.0,Accession,,,1928.9865,1930.109485,0.016551,0.0,4.615109,0.00988,0.0,TKDISFEAPNAPHVFQK,19,35,14.0,0.0,4 +14,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,10.020000000000001,3.11985,14,6.812215,0.036048,0,0,0.45797879250728285,Accession,,,1928.9865,1933.229335,0.031139,0.035264,4.618202,0.010243,0.005715788549695883,TKDISFEAPNAPHVFQK,19,35,14.0,6.41170309510196,4 +24,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,30.0,3.874881,14,6.812215,0.036048,0,0,0.5688136678011484,Accession,,,1928.9865,1933.984366,0.122007,0.123125,4.616431,0.007427,0.018323069305440053,TKDISFEAPNAPHVFQK,19,35,14.0,7.963391349216078,4 +34,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,60.0,4.342807,14,6.812215,0.036048,0,0,0.6375029267279437,Accession,,,1928.9865,1934.452292,0.031863,0.035905,4.623861,0.011855,0.006257816129886118,TKDISFEAPNAPHVFQK,19,35,14.0,8.925040974191212,4 +44,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,300.0,4.854057,14,6.812215,0.036048,0,0,0.7125519379526336,Accession,,,1928.9865,1934.963542,0.03572,0.039368,4.612601,0.004573,0.006900329571449979,TKDISFEAPNAPHVFQK,19,35,14.0,9.975727131336871,4 +54,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,600.0,4.835639,14,6.812215,0.036048,0,0,0.709848265211829,Accession,,,1928.9865,1934.945124,0.063272,0.0654,4.624496,0.005835,0.01030909193984361,TKDISFEAPNAPHVFQK,19,35,14.0,9.937875712965607,4 +64,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,6000.00048,5.780219,14,6.812215,0.036048,0,0,0.84850801097734,Accession,,,1928.9865,1935.889704,0.071981,0.07386,4.625127,0.003427,0.011735226660488979,TKDISFEAPNAPHVFQK,19,35,14.0,11.87911215368276,4 +5,21,33,32,xSFEApNApHVF,SecB WT apo,0.0,0.0,9,4.61559,0.003636,0,0,0.0,Accession,,,1328.6634,1329.421551,0.010684,0.0,5.48315,0.006718,0.0,ISFEAPNAPHVF,22,33,9.0,0.0,5 +15,21,33,32,xSFEApNApHVF,SecB WT apo,10.020000000000001,1.86147,9,4.61559,0.003636,0,0,0.40330055312538593,Accession,,,1328.6634,1331.283021,0.015799,0.019072,5.489802,0.011635,0.004144278622568917,ISFEAPNAPHVF,22,33,9.0,3.6297049781284736,5 +25,21,33,32,xSFEApNApHVF,SecB WT apo,30.0,2.473014,9,4.61559,0.003636,0,0,0.5357958570843597,Accession,,,1328.6634,1331.894565,0.040517,0.041902,5.48333,0.008868,0.009088169313730101,ISFEAPNAPHVF,22,33,9.0,4.822162713759237,5 +35,21,33,32,xSFEApNApHVF,SecB WT apo,60.0,2.937475,9,4.61559,0.003636,0,0,0.6364245957721548,Accession,,,1328.6634,1332.359026,0.03688,0.038397,5.489686,0.012171,0.008334073422975355,ISFEAPNAPHVF,22,33,9.0,5.727821361949394,5 +45,21,33,32,xSFEApNApHVF,SecB WT apo,300.0,3.344293,9,4.61559,0.003636,0,0,0.724564573543144,Accession,,,1328.6634,1332.765843,0.029486,0.031362,5.479832,0.003512,0.006818729512364097,ISFEAPNAPHVF,22,33,9.0,6.521081161888295,5 +55,21,33,32,xSFEApNApHVF,SecB WT apo,600.0,3.400699,9,4.61559,0.003636,0,0,0.7367853297194941,Accession,,,1328.6634,1332.82225,0.043755,0.04504,5.493785,0.007907,0.009775478508839872,ISFEAPNAPHVF,22,33,9.0,6.631067967475446,5 +65,21,33,32,xSFEApNApHVF,SecB WT apo,6000.00048,4.011707,9,4.61559,0.003636,0,0,0.8691645055128381,Accession,,,1328.6634,1333.433258,0.030477,0.032295,5.491594,0.002625,0.007030359927536579,ISFEAPNAPHVF,22,33,9.0,7.822480549615543,5 +6,21,34,33,xSFEApNApHVFQ,SecB WT apo,0.0,0.0,10,5.560889,0.032429,0,0,0.0,Accession,,,1456.7219,1457.599798,0.021035,0.0,5.249913,0.0069,0.0,ISFEAPNAPHVFQ,22,34,10.0,0.0,6 +16,21,34,33,xSFEApNApHVFQ,SecB WT apo,10.020000000000001,2.582201,10,5.560889,0.032429,0,0,0.46435039433443104,Accession,,,1456.7219,1460.181999,0.035201,0.041007,5.257374,0.012036,0.00785565705954532,ISFEAPNAPHVFQ,22,34,10.0,4.64350394334431,6 +26,21,34,33,xSFEApNApHVFQ,SecB WT apo,30.0,3.225543,10,5.560889,0.032429,0,0,0.5800408891456024,Accession,,,1456.7219,1460.825341,0.096207,0.09848,5.247113,0.008593,0.018029549075004675,ISFEAPNAPHVFQ,22,34,10.0,5.800408891456024,6 +36,21,34,33,xSFEApNApHVFQ,SecB WT apo,60.0,3.717494,10,5.560889,0.032429,0,0,0.6685071397756724,Accession,,,1456.7219,1461.317292,0.040815,0.045917,5.258162,0.017958,0.009131177162215912,ISFEAPNAPHVFQ,22,34,10.0,6.685071397756724,6 +46,21,34,33,xSFEApNApHVFQ,SecB WT apo,300.0,4.144946,10,5.560889,0.032429,0,0,0.7453747053753456,Accession,,,1456.7219,1461.744744,0.020327,0.029252,5.244169,0.001948,0.0068238579642483236,ISFEAPNAPHVFQ,22,34,10.0,7.453747053753456,6 +56,21,34,33,xSFEApNApHVFQ,SecB WT apo,600.0,4.187741,10,5.560889,0.032429,0,0,0.7530704173379471,Accession,,,1456.7219,1461.787539,0.070712,0.073774,5.257535,0.007465,0.01397456929126847,ISFEAPNAPHVFQ,22,34,10.0,7.530704173379471,6 +66,21,34,33,xSFEApNApHVFQ,SecB WT apo,6000.00048,4.817025,10,5.560889,0.032429,0,0,0.8662328990922135,Accession,,,1456.7219,1462.416824,0.030985,0.03745,5.256486,0.001527,0.008418553238115786,ISFEAPNAPHVFQ,22,34,10.0,8.662328990922134,6 +7,21,35,34,xSFEApNApHVFQK,SecB WT apo,0.0,0.0,11,6.220337,0.064196,0,0,0.0,Accession,,,1584.8169,1585.702777,0.025082,0.0,4.843765,0.009622,0.0,ISFEAPNAPHVFQK,22,35,11.0,0.0,7 +17,21,35,34,xSFEApNApHVFQK,SecB WT apo,10.020000000000001,3.145305,11,6.220337,0.064196,0,0,0.50564864893976,Accession,,,1584.8169,1588.848082,0.027998,0.03759,4.855414,0.012739,0.00798443614926695,ISFEAPNAPHVFQK,22,35,11.0,5.562135138337361,7 +27,21,35,34,xSFEApNApHVFQK,SecB WT apo,30.0,3.814868,11,6.220337,0.064196,0,0,0.6132896015119439,Accession,,,1584.8169,1589.517645,0.062793,0.067617,4.846944,0.009863,0.01257872970170332,ISFEAPNAPHVFQK,22,35,11.0,6.746185616631383,7 +37,21,35,34,xSFEApNApHVFQK,SecB WT apo,60.0,4.295369,11,6.220337,0.064196,0,0,0.6905363809066937,Accession,,,1584.8169,1589.998147,0.026135,0.036223,4.85012,0.012387,0.009203208489488262,ISFEAPNAPHVFQK,22,35,11.0,7.59590018997363,7 +47,21,35,34,xSFEApNApHVFQK,SecB WT apo,300.0,4.722663,11,6.220337,0.064196,0,0,0.7592294436780516,Accession,,,1584.8169,1590.42544,0.035983,0.043862,4.843775,0.003856,0.010541215246312921,ISFEAPNAPHVFQK,22,35,11.0,8.351523880458567,7 +57,21,35,34,xSFEApNApHVFQK,SecB WT apo,600.0,4.758548,11,6.220337,0.064196,0,0,0.7649984237188436,Accession,,,1584.8169,1590.461325,0.055357,0.060774,4.854465,0.006093,0.012561398748548672,ISFEAPNAPHVFQK,22,35,11.0,8.41498266090728,7 +67,21,35,34,xSFEApNApHVFQK,SecB WT apo,6000.00048,5.422302,11,6.220337,0.064196,0,0,0.871705504058703,Accession,,,1584.8169,1591.125079,0.030307,0.03934,4.854367,0.001976,0.010996891439613498,ISFEAPNAPHVFQK,22,35,11.0,9.588760544645732,7 +8,24,33,32,xApNApHVF,SecB WT apo,0.0,0.0,6,2.961946,0.018193,0,0,0.0,Accession,,,981.4789,982.043067,0.022384,0.0,4.843671,0.00981,0.0,EAPNAPHVF,25,33,6.0,0.0,8 +18,24,33,32,xApNApHVF,SecB WT apo,10.020000000000001,1.513814,6,2.961946,0.018193,0,0,0.511087643056288,Accession,,,981.4789,983.556881,0.01248,0.025628,4.855928,0.011337,0.009204298243290816,EAPNAPHVF,25,33,6.0,3.0665258583377275,8 +28,24,33,32,xApNApHVF,SecB WT apo,30.0,2.110052,6,2.961946,0.018193,0,0,0.7123870590483419,Accession,,,981.4789,984.153119,0.040554,0.046321,4.850685,0.009714,0.016239318500369762,EAPNAPHVF,25,33,6.0,4.274322354290051,8 +38,24,33,32,xApNApHVF,SecB WT apo,60.0,2.534297,6,2.961946,0.018193,0,0,0.8556189072994578,Accession,,,981.4789,984.577364,0.021429,0.030988,4.853134,0.011057,0.011707850096175539,EAPNAPHVF,25,33,6.0,5.133713443796747,8 +48,24,33,32,xApNApHVF,SecB WT apo,300.0,2.91008,6,2.961946,0.018193,0,0,0.9824892148607705,Accession,,,981.4789,984.953147,0.030334,0.037699,4.844159,0.002923,0.014085946682340637,EAPNAPHVF,25,33,6.0,5.894935289164623,8 +58,24,33,32,xApNApHVF,SecB WT apo,600.0,2.843235,6,2.961946,0.018193,0,0,0.9599212814818365,Accession,,,981.4789,984.886302,0.054118,0.058565,4.855408,0.006017,0.020632847438467977,EAPNAPHVF,25,33,6.0,5.759527688891019,8 +68,24,33,32,xApNApHVF,SecB WT apo,6000.00048,2.990798,6,2.961946,0.018193,0,0,1.009740893318109,Accession,,,981.4789,985.033865,0.029936,0.037379,4.856934,0.002004,0.014061425637000137,EAPNAPHVF,25,33,6.0,6.058445359908653,8 +9,24,35,34,xApNApHVFQK,SecB WT apo,0.0,0.0,8,4.321766,0.016281,0,0,0.0,Accession,,,1237.6324,1238.349509,0.002106,0.0,4.043797,0.018325,0.0,EAPNAPHVFQK,25,35,8.0,0.0,9 +19,24,35,34,xApNApHVFQK,SecB WT apo,10.020000000000001,2.737222,8,4.321766,0.016281,0,0,0.6333572895894872,Accession,,,1237.6324,1241.086731,0.018532,0.018651,4.063379,0.013265,0.004931259931096214,EAPNAPHVFQK,25,35,8.0,5.066858316715898,9 +29,24,35,34,xApNApHVFQK,SecB WT apo,30.0,3.325432,8,4.321766,0.016281,0,0,0.7694613729665142,Accession,,,1237.6324,1241.674941,0.006483,0.006816,4.062224,0.005645,0.003299991084206046,EAPNAPHVFQK,25,35,8.0,6.155690983732113,9 +39,24,35,34,xApNApHVFQK,SecB WT apo,60.0,3.848745,8,4.321766,0.016281,0,0,0.89054914125383,Accession,,,1237.6324,1242.198254,0.018024,0.018147,4.071184,0.01117,0.005374632361305815,EAPNAPHVFQK,25,35,8.0,7.12439313003064,9 +49,24,35,34,xApNApHVFQK,SecB WT apo,300.0,4.219532,8,4.321766,0.016281,0,0,0.9763443925469356,Accession,,,1237.6324,1242.569041,0.02944,0.029515,4.060225,0.004092,0.007756859231119821,EAPNAPHVFQK,25,35,8.0,7.810755140375485,9 +59,24,35,34,xApNApHVFQK,SecB WT apo,600.0,4.200098,8,4.321766,0.016281,0,0,0.9718476196999096,Accession,,,1237.6324,1242.549607,0.068745,0.068777,4.069896,0.005124,0.01632980427757334,EAPNAPHVFQK,25,35,8.0,7.774780957599277,9 +69,24,35,34,xApNApHVFQK,SecB WT apo,6000.00048,4.347501,8,4.321766,0.016281,0,0,1.0059547416495942,Accession,,,1237.6324,1242.69701,0.027652,0.027732,4.071529,0.002716,0.007452314226773316,EAPNAPHVFQK,25,35,8.0,8.047637933196754,9 diff --git a/tests/test_data/output/ecsecb_reduced/fit_result.csv b/tests/test_data/output/ecsecb_reduced/fit_result.csv index 82f4da57..a8dc09fc 100644 --- a/tests/test_data/output/ecsecb_reduced/fit_result.csv +++ b/tests/test_data/output/ecsecb_reduced/fit_result.csv @@ -1,6 +1,6 @@ -# PyHDX v0.4.1+102.gfcc6eb5.dirty -# 2022/07/27 18:16:58 (1658938618) -# {"r1": 2, "epochs": 1000, "patience": 50, "stop_loss": 5e-06, "optimizer": "SGD", "lr": 10000.0, "momentum": 0.5, "nesterov": true, "model_name": "DeltaGFit", "total_loss": 3.745552486152599, "mse_loss": 3.423048987339711, "reg_loss": 0.3225034988128881, "regularization_percentage": 8.610305155386062, "epochs_run": 1000} +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:43:23 (1665589403) +# {"r1": 2, "epochs": 1000, "patience": 50, "stop_loss": 5e-06, "optimizer": "SGD", "lr": 10000.0, "momentum": 0.5, "nesterov": true, "model_name": "DeltaGFit", "total_loss": 3.9010414755569216, "mse_loss": 3.5819585237492655, "reg_loss": 0.3190829518076561, "regularization_percentage": 8.179429872944457, "epochs_run": 1000} # {"comment": "#", "header": [0, 1], "index_col": 0} state,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo quantity,sequence,_dG,dG,pfact,k_obs,covariance @@ -14,19 +14,19 @@ r_number,,,,,, 16,I,17551.395460996762,17551.395460996762,1057.1974443604804,0.04384124691974164,941.8995433391453 17,Y,17551.182007804015,17551.182007804015,1057.1079184775172,0.04486623653053851,942.6607191506314 18,T,19414.645220775754,,,, -19,K,22774.631506137164,22774.631506137164,8397.204955987561,0.025838252428577502,1325.8157562098033 -20,D,22774.449420971556,22774.449420971556,8396.598356729943,0.02967729737805691,1170.4685551586988 -21,I,16948.679188599173,16948.679188599173,832.3507035835403,0.02217417797616906,1521.8598494557975 -22,S,22276.1100939465,22276.1100939465,6890.299107049885,0.030071043979203713,779.4350515503359 -23,F,22240.936088589202,22240.936088589202,6794.812738843939,0.025363442746361726,872.1452647225432 -24,E,21603.10057908018,21603.10057908018,5275.657496626068,0.025365624095186202,872.1075094006195 -25,A,20218.548628279863,20218.548628279863,3045.8905589499986,0.03490608486003346,698.05857591809 -26,P,20236.414305793376,,,, -27,N,22029.339613103388,22029.339613103388,6247.680452674183,0.04272295561216723,668.755142401473 -28,A,22029.164730344743,22029.164730344743,6247.246982739683,0.05019857835617994,673.462292471703 +19,K,22846.842847935965,22846.842847935965,8641.258081824544,0.02510859286372127,1351.3401539958081 +20,D,22847.04574198739,22847.04574198739,8641.953701748349,0.028834821091745896,1195.3335939905312 +21,I,17021.208490840247,17021.208490840247,856.6498814684534,0.021545932923336886,1528.3819378960889 +22,S,22454.0878832421,22454.0878832421,7394.4208032638635,0.02802119906827844,807.4496687439739 +23,F,22416.36162887612,22416.36162887612,7284.568295534334,0.023658443696466976,902.794053296021 +24,E,21778.513968681127,21778.513968681127,5655.888330144271,0.02366065984107018,902.751080127011 +25,A,20448.89886122653,20448.89886122653,3337.3695939818886,0.031858372003408686,709.0579631878827 +26,P,20323.914305793125,,,, +27,N,22345.8815860305,22345.8815860305,7083.695828939716,0.037681518594450264,669.0738044048961 +28,A,22345.813560209754,22345.813560209754,7083.504651748488,0.04427311875282795,655.1703391352725 29,P,20145.97013210899,,,, -30,H,19157.543748706375,19157.543748706375,1999.4018570568574,0.042122940768115597,669.7598477959613 -31,V,18138.135755715295,18138.135755715295,1334.298971208179,0.034927730633643246,698.1542746959911 -32,F,18406.925209441688,18406.925209441688,1484.4526521723785,0.042129935337701645,669.8574380680457 -33,Q,20168.410760386796,20168.410760386796,2985.9009391821414,0.06625654517179337,1014.5746139032171 -34,K,20810.40348428758,20810.40348428758,3852.0560253827603,0.0008925741051728328,1435.8631582840023 +30,H,19478.505817858277,19478.505817858277,2270.924952096237,0.03708872903547614,671.9142566570022 +31,V,18462.295592320334,18462.295592320334,1517.4235740214503,0.030715383756997287,721.247237338592 +32,F,18727.769836338583,18727.769836338583,1685.9659736269123,0.037097383801222,671.9605629129414 +33,Q,20048.446554362472,20048.446554362472,2847.1163567977937,0.06948513059455876,979.6544804437572 +34,K,19827.157245276103,19827.157245276103,2607.8129018678096,0.08317765503410189,1793.6301487085734 diff --git a/tests/test_data/output/ecsecb_reduced/fit_result.txt b/tests/test_data/output/ecsecb_reduced/fit_result.txt index 429df9f0..de9bacc8 100644 --- a/tests/test_data/output/ecsecb_reduced/fit_result.txt +++ b/tests/test_data/output/ecsecb_reduced/fit_result.txt @@ -1,5 +1,5 @@ -PyHDX v0.4.1+102.gfcc6eb5.dirty -2022/07/27 18:16:58 (1658938618) +PyHDX v0.4.1+101.gdc82a4a.dirty +2022/10/12 17:43:23 (1665589403) Metadata -------- @@ -12,10 +12,10 @@ lr: 10000.0 momentum: 0.5 nesterov: true model_name: DeltaGFit -total_loss: 3.745552486152599 -mse_loss: 3.423048987339711 -reg_loss: 0.3225034988128881 -regularization_percentage: 8.610305155386062 +total_loss: 3.9010414755569216 +mse_loss: 3.5819585237492655 +reg_loss: 0.3190829518076561 +regularization_percentage: 8.179429872944457 epochs_run: 1000 state SecB WT apo @@ -30,19 +30,19 @@ r_number 16 I 17551.395461 17551.395461 1057.197444 0.043841 941.899543 17 Y 17551.182008 17551.182008 1057.107918 0.044866 942.660719 18 T 19414.645221 NaN NaN NaN NaN -19 K 22774.631506 22774.631506 8397.204956 0.025838 1325.815756 -20 D 22774.449421 22774.449421 8396.598357 0.029677 1170.468555 -21 I 16948.679189 16948.679189 832.350704 0.022174 1521.859849 -22 S 22276.110094 22276.110094 6890.299107 0.030071 779.435052 -23 F 22240.936089 22240.936089 6794.812739 0.025363 872.145265 -24 E 21603.100579 21603.100579 5275.657497 0.025366 872.107509 -25 A 20218.548628 20218.548628 3045.890559 0.034906 698.058576 -26 P 20236.414306 NaN NaN NaN NaN -27 N 22029.339613 22029.339613 6247.680453 0.042723 668.755142 -28 A 22029.164730 22029.164730 6247.246983 0.050199 673.462292 +19 K 22846.842848 22846.842848 8641.258082 0.025109 1351.340154 +20 D 22847.045742 22847.045742 8641.953702 0.028835 1195.333594 +21 I 17021.208491 17021.208491 856.649881 0.021546 1528.381938 +22 S 22454.087883 22454.087883 7394.420803 0.028021 807.449669 +23 F 22416.361629 22416.361629 7284.568296 0.023658 902.794053 +24 E 21778.513969 21778.513969 5655.888330 0.023661 902.751080 +25 A 20448.898861 20448.898861 3337.369594 0.031858 709.057963 +26 P 20323.914306 NaN NaN NaN NaN +27 N 22345.881586 22345.881586 7083.695829 0.037682 669.073804 +28 A 22345.813560 22345.813560 7083.504652 0.044273 655.170339 29 P 20145.970132 NaN NaN NaN NaN -30 H 19157.543749 19157.543749 1999.401857 0.042123 669.759848 -31 V 18138.135756 18138.135756 1334.298971 0.034928 698.154275 -32 F 18406.925209 18406.925209 1484.452652 0.042130 669.857438 -33 Q 20168.410760 20168.410760 2985.900939 0.066257 1014.574614 -34 K 20810.403484 20810.403484 3852.056025 0.000893 1435.863158 \ No newline at end of file +30 H 19478.505818 19478.505818 2270.924952 0.037089 671.914257 +31 V 18462.295592 18462.295592 1517.423574 0.030715 721.247237 +32 F 18727.769836 18727.769836 1685.965974 0.037097 671.960563 +33 Q 20048.446554 20048.446554 2847.116357 0.069485 979.654480 +34 K 19827.157245 19827.157245 2607.812902 0.083178 1793.630149 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_reduced/log.txt b/tests/test_data/output/ecsecb_reduced/log.txt index 05531871..0406710d 100644 --- a/tests/test_data/output/ecsecb_reduced/log.txt +++ b/tests/test_data/output/ecsecb_reduced/log.txt @@ -1,4 +1,4 @@ -# 2022/07/27 18:16:58 (1658938618) -PyHDX v0.4.1+102.gfcc6eb5.dirty -Total_loss 3.75, mse_loss 3.42, reg_loss 0.32(8.61%) +# 2022/10/12 17:43:23 (1665589403) +PyHDX v0.4.1+101.gdc82a4a.dirty +Total_loss 3.90, mse_loss 3.58, reg_loss 0.32(8.18%) Number of epochs: 1000 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_reduced/losses.csv b/tests/test_data/output/ecsecb_reduced/losses.csv index 3772e444..2ed74116 100644 --- a/tests/test_data/output/ecsecb_reduced/losses.csv +++ b/tests/test_data/output/ecsecb_reduced/losses.csv @@ -1,1002 +1,1002 @@ # {"comment": "#", "header": [0], "index_col": 0} epoch,mse_loss,reg_1 -1,4.1064566106283005,0.37758346164953444 -2,4.10558494505254,0.3775474224954396 -3,4.104571350100355,0.37750432349810803 -4,4.10348655517852,0.37745803225733593 -5,4.102366780594921,0.3774101350001262 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3.734500 0.336480 +712 3.733847 0.336405 +713 3.733196 0.336331 +714 3.732545 0.336256 +715 3.731895 0.336182 +716 3.731247 0.336107 +717 3.730599 0.336033 +718 3.729952 0.335958 +719 3.729306 0.335883 +720 3.728660 0.335809 +721 3.728016 0.335734 +722 3.727373 0.335660 +723 3.726731 0.335584 +724 3.726089 0.335510 +725 3.725449 0.335434 +726 3.724809 0.335361 +727 3.724170 0.335284 +728 3.723533 0.335211 +729 3.722896 0.335135 +730 3.722260 0.335061 +731 3.721625 0.334984 +732 3.720991 0.334911 +733 3.720357 0.334834 +734 3.719725 0.334761 +735 3.719093 0.334684 +736 3.718463 0.334610 +737 3.717833 0.334533 +738 3.717205 0.334460 +739 3.716588 0.334400 +740 3.715975 0.334342 +741 3.715363 0.334281 +742 3.714752 0.334222 +743 3.714143 0.334162 +744 3.713535 0.334102 +745 3.712927 0.334042 +746 3.712321 0.333982 +747 3.711715 0.333921 +748 3.711110 0.333861 +749 3.710506 0.333801 +750 3.709902 0.333740 +751 3.709300 0.333680 +752 3.708698 0.333619 +753 3.708097 0.333559 +754 3.707498 0.333498 +755 3.706898 0.333438 +756 3.706300 0.333376 +757 3.705702 0.333317 +758 3.705106 0.333255 +759 3.704510 0.333196 +760 3.703915 0.333134 +761 3.703321 0.333074 +762 3.702727 0.333012 +763 3.702135 0.332952 +764 3.701543 0.332890 +765 3.700952 0.332831 +766 3.700361 0.332768 +767 3.699772 0.332708 +768 3.699183 0.332645 +769 3.698596 0.332585 +770 3.698009 0.332523 +771 3.697422 0.332463 +772 3.696837 0.332401 +773 3.696252 0.332340 +774 3.695669 0.332278 +775 3.695086 0.332217 +776 3.694503 0.332155 +777 3.693922 0.332094 +778 3.693341 0.332032 +779 3.692761 0.331970 +780 3.692182 0.331909 +781 3.691604 0.331847 +782 3.691026 0.331786 +783 3.690449 0.331723 +784 3.689873 0.331663 +785 3.689298 0.331599 +786 3.688724 0.331539 +787 3.688150 0.331475 +788 3.687577 0.331415 +789 3.687005 0.331352 +790 3.686434 0.331291 +791 3.685863 0.331227 +792 3.685293 0.331167 +793 3.684724 0.331103 +794 3.684156 0.331042 +795 3.683588 0.330979 +796 3.683022 0.330917 +797 3.682456 0.330854 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3.658278 0.328068 +842 3.657745 0.328005 +843 3.657212 0.327940 +844 3.656680 0.327876 +845 3.656149 0.327811 +846 3.655618 0.327748 +847 3.655088 0.327682 +848 3.654559 0.327619 +849 3.654030 0.327553 +850 3.653502 0.327490 +851 3.652975 0.327424 +852 3.652448 0.327361 +853 3.651922 0.327294 +854 3.651397 0.327231 +855 3.650872 0.327165 +856 3.650348 0.327102 +857 3.649825 0.327036 +858 3.649303 0.326972 +859 3.648781 0.326905 +860 3.648260 0.326842 +861 3.647739 0.326776 +862 3.647219 0.326712 +863 3.646700 0.326646 +864 3.646181 0.326581 +865 3.645663 0.326515 +866 3.645146 0.326451 +867 3.644629 0.326385 +868 3.644113 0.326320 +869 3.643598 0.326257 +870 3.643087 0.326198 +871 3.642577 0.326138 +872 3.642068 0.326077 +873 3.641559 0.326017 +874 3.641052 0.325955 +875 3.640545 0.325895 +876 3.640039 0.325832 +877 3.639533 0.325773 +878 3.639025 0.325714 +879 3.638520 0.325656 +880 3.638016 0.325593 +881 3.637513 0.325533 +882 3.637010 0.325470 +883 3.636509 0.325411 +884 3.636007 0.325348 +885 3.635507 0.325288 +886 3.635007 0.325225 +887 3.634508 0.325166 +888 3.634010 0.325111 +889 3.633510 0.325061 +890 3.633012 0.325005 +891 3.632516 0.324953 +892 3.632020 0.324897 +893 3.631526 0.324843 +894 3.631032 0.324787 +895 3.630538 0.324733 +896 3.630045 0.324677 +897 3.629553 0.324623 +898 3.629061 0.324569 +899 3.628567 0.324517 +900 3.628076 0.324462 +901 3.627586 0.324407 +902 3.627097 0.324352 +903 3.626608 0.324297 +904 3.626120 0.324243 +905 3.625633 0.324186 +906 3.625146 0.324132 +907 3.624660 0.324074 +908 3.624175 0.324022 +909 3.623686 0.323969 +910 3.623202 0.323916 +911 3.622718 0.323859 +912 3.622235 0.323804 +913 3.621752 0.323747 +914 3.621271 0.323694 +915 3.620789 0.323636 +916 3.620308 0.323583 +917 3.619828 0.323525 +918 3.619349 0.323471 +919 3.618867 0.323417 +920 3.618387 0.323364 +921 3.617909 0.323307 +922 3.617432 0.323252 +923 3.616956 0.323195 +924 3.616480 0.323139 +925 3.616005 0.323087 +926 3.615531 0.323035 +927 3.615058 0.322980 +928 3.614581 0.322934 +929 3.614109 0.322880 +930 3.613637 0.322827 +931 3.613166 0.322777 +932 3.612695 0.322722 +933 3.612226 0.322671 +934 3.611756 0.322616 +935 3.611287 0.322563 +936 3.610819 0.322511 +937 3.610351 0.322459 +938 3.609881 0.322409 +939 3.609414 0.322358 +940 3.608948 0.322302 +941 3.608483 0.322252 +942 3.608018 0.322197 +943 3.607553 0.322146 +944 3.607089 0.322092 +945 3.606627 0.322038 +946 3.606164 0.321984 +947 3.605702 0.321932 +948 3.605238 0.321881 +949 3.604775 0.321831 +950 3.604315 0.321775 +951 3.603856 0.321723 +952 3.603396 0.321668 +953 3.602938 0.321615 +954 3.602480 0.321562 +955 3.602022 0.321509 +956 3.601565 0.321454 +957 3.601105 0.321406 +958 3.600649 0.321351 +959 3.600194 0.321298 +960 3.599738 0.321245 +961 3.599284 0.321190 +962 3.598829 0.321138 +963 3.598377 0.321082 +964 3.597924 0.321028 +965 3.597472 0.320975 +966 3.597020 0.320922 +967 3.596566 0.320871 +968 3.596115 0.320818 +969 3.595665 0.320762 +970 3.595215 0.320711 +971 3.594766 0.320655 +972 3.594318 0.320603 +973 3.593869 0.320547 +974 3.593422 0.320492 +975 3.592975 0.320439 +976 3.592526 0.320389 +977 3.592080 0.320334 +978 3.591634 0.320283 +979 3.591189 0.320225 +980 3.590745 0.320172 +981 3.590301 0.320115 +982 3.589858 0.320062 +983 3.589415 0.320008 +984 3.588973 0.319954 +985 3.588528 0.319902 +986 3.588086 0.319849 +987 3.587646 0.319792 +988 3.587206 0.319741 +989 3.586765 0.319684 +990 3.586327 0.319630 +991 3.585888 0.319575 +992 3.585450 0.319518 +993 3.585013 0.319465 +994 3.584571 0.319414 +995 3.584135 0.319360 +996 3.583698 0.319305 +997 3.583262 0.319250 +998 3.582828 0.319193 +999 3.582393 0.319141 +1000 3.581959 0.319083 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_reduced_batch/HDXMeasurements.csv b/tests/test_data/output/ecsecb_reduced_batch/HDXMeasurements.csv index b6a768d9..0f3cc21b 100644 --- a/tests/test_data/output/ecsecb_reduced_batch/HDXMeasurements.csv +++ b/tests/test_data/output/ecsecb_reduced_batch/HDXMeasurements.csv @@ -1,378 +1,77 @@ -# PyHDX v0.4.1+102.gfcc6eb5.dirty -# 2022/07/27 18:17:45 (1658938665) -# {"SecB WT apo": {"temperature": 303.15, "pH": 8.0}, "SecB his dimer apo": {"temperature": 303.15, "pH": 8.0}} +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:44:14 (1665589454) +# {"SecB WT apo": {"temperature": 303.15, "pH": 8.0, "c_term": 155}, "SecB his dimer apo": {"temperature": 303.15, "pH": 8.0, "c_term": 155}} # {"comment": "#", "header": [0, 1], "index_col": 0} -,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo -,_start,_end,protein,start,end,sequence,modification,fragment,maxuptake,mhp,state,exposure,center,center sd,uptake,uptake sd,rt,rt sd,_sequence,ex_residues,rfu,rfu sd,uptake_corrected,fd_uptake,nd_uptake,fd_uptake sd,nd_uptake sd,peptide_id,_start,_end,protein,start,end,sequence,modification,fragment,maxuptake,mhp,state,exposure,center,center sd,uptake,uptake sd,rt,rt sd,_sequence,ex_residues,rfu,rfu sd,uptake_corrected,fd_uptake,nd_uptake,fd_uptake sd,nd_uptake sd,peptide_id -peptide_index,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -0,9.0,18.0,Accession,10.0,18.0,xTFQIQRIY,,,8.0,1199.6241,SecB WT apo,0.0,1200.411174,0.023301,0.0,0.0,5.513296,0.010889,MTFQIQRIY,8.0,0.0,0.0,0.0,5.0734,0.0,0.020042,0.0,0.0,9,18,Accession,10,18,xTFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,0.0,1200.401908,0.017621,0.0,0.0,5.509285,0.007544,MTFQIQRIY,8.0,0.0,0.0,0.0,5.0734,0.0,0.020042,0.0,0 -10,9.0,18.0,Accession,10.0,18.0,xTFQIQRIY,,,8.0,1199.6241,SecB WT apo,10.020000000000001,1202.897618,0.016323,2.486444,0.02845,5.5139,0.010976,MTFQIQRIY,8.0,0.49009421689596716,0.005932490373486041,3.9207537351677373,5.0734,0.0,0.020042,0.0,0.0,24,33,Accession,25,33,xApNApHVF,,,6.0,981.4789,SecB his dimer apo,0.0,982.015861,0.013152,0.0,0.0,4.839308,0.008458,EAPNAPHVF,6.0,0.0,0.0,0.0,2.961946,0.0,0.018193,0.0,10 -20,9.0,18.0,Accession,10.0,18.0,xTFQIQRIY,,,8.0,1199.6241,SecB WT apo,30.0,1203.268315,0.029992,2.857141,0.037979,5.510626,0.008419,MTFQIQRIY,8.0,0.5631609965703472,0.007809491783628619,4.505287972562778,5.0734,0.0,0.020042,0.0,0.0,42,58,Accession,43,58,xDLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,0.0,1755.776721,0.017122,0.0,0.0,5.606008,0.007932,LDLDTASSQLADDVYE,15.0,0.0,0.0,0.0,8.797349,0.0,0.026752,0.0,20 -30,9.0,18.0,Accession,10.0,18.0,xTFQIQRIY,,,8.0,1199.6241,SecB WT apo,60.0,1203.556913,0.040432,3.145738,0.046666,5.516562,0.012371,MTFQIQRIY,8.0,0.6200453344896913,0.009518721784908741,4.960362675917531,5.0734,0.0,0.020042,0.0,0.0,75,85,Accession,76,85,xCEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,0.0,1094.221076,0.013355,0.0,0.0,5.728561,0.008793,LCEVQQGGIF,9.0,0.0,0.0,0.0,2.452847,0.0,0.025554,0.0,30 -40,9.0,18.0,Accession,10.0,18.0,xTFQIQRIY,,,8.0,1199.6241,SecB WT apo,300.0,1204.197061,0.008898,3.785886,0.024942,5.505509,0.004363,MTFQIQRIY,8.0,0.7462226514763275,0.005732306224521108,5.96978121181062,5.0734,0.0,0.020042,0.0,0.0,114,134,Accession,115,134,xASMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,0.0,2147.489178,0.016115,0.0,0.0,5.997727,0.008393,IASMVARGTFPQLNLAPVNF,17.0,0.0,0.0,0.0,10.369175,0.0,0.083226,0.0,40 -50,9.0,18.0,Accession,10.0,18.0,xTFQIQRIY,,,8.0,1199.6241,SecB WT apo,600.0,1204.494124,0.02749,4.08295,0.036037,5.522181,0.011556,MTFQIQRIY,8.0,0.8047758899357433,0.0077821378441005834,6.438207119485947,5.0734,0.0,0.020042,0.0,0.0,139,156,Accession,140,156,xYLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,0.0,1918.892548,0.006464,0.0,0.0,4.260242,0.008125,NYLQQQAGEGTEEHQDA,16.0,0.0,0.0,0.0,8.866259,0.0,0.083961,0.0,50 -60,9.0,18.0,Accession,10.0,18.0,xTFQIQRIY,,,8.0,1199.6241,SecB WT apo,6000.00048,1205.201799,0.034025,4.790625,0.041239,5.516917,0.001234,MTFQIQRIY,8.0,0.9442632159892774,0.008943526594142657,7.554105727914219,5.0734,0.0,0.020042,0.0,0.0,21,35,Accession,22,35,xSFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,10.020000000000001,1588.900539,0.020537,3.20389,0.026674,4.847721,0.000703,ISFEAPNAPHVFQK,11.0,0.5150669489450491,0.006829707409070073,5.66573643839554,6.220337,0.0,0.064196,0.0,7 -1,11.0,18.0,Accession,12.0,18.0,xQIQRIY,,,6.0,967.536,SecB WT apo,0.0,968.049857,0.006725,0.0,0.0,5.130576,0.01012,FQIQRIY,6.0,0.0,0.0,0.0,3.642506,0.0,0.0147,0.0,1.0,11,18,Accession,12,18,xQIQRIY,,,6.0,967.536,SecB his dimer apo,0.0,968.058704,0.012012,0.0,0.0,5.118043,0.009857,FQIQRIY,6.0,0.0,0.0,0.0,3.642506,0.0,0.0147,0.0,1 -11,11.0,18.0,Accession,12.0,18.0,xQIQRIY,,,6.0,967.536,SecB WT apo,10.020000000000001,969.701294,0.017663,1.651437,0.0189,5.142292,0.008648,FQIQRIY,6.0,0.45337934927217693,0.005501887018339277,2.7202760956330616,3.642506,0.0,0.0147,0.0,1.0,24,35,Accession,25,35,xApNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,0.0,1238.337946,0.018548,0.0,0.0,4.050134,0.011269,EAPNAPHVFQK,8.0,0.0,0.0,0.0,4.321766,0.0,0.016281,0.0,11 -21,11.0,18.0,Accession,12.0,18.0,xQIQRIY,,,6.0,967.536,SecB WT apo,30.0,969.910775,0.034889,1.860919,0.035531,5.136834,0.008938,FQIQRIY,6.0,0.51088975556938,0.009970064357764806,3.0653385334162797,3.642506,0.0,0.0147,0.0,1.0,43,52,Accession,44,52,xLDTASSQL,,,8.0,949.4473,SecB his dimer apo,0.0,949.934045,0.012208,0.0,0.0,4.814564,0.007569,DLDTASSQL,8.0,0.0,0.0,0.0,4.553624,0.0,0.020853,0.0,21 -31,11.0,18.0,Accession,12.0,18.0,xQIQRIY,,,6.0,967.536,SecB WT apo,60.0,970.157007,0.028162,2.107151,0.028954,5.144618,0.009571,FQIQRIY,6.0,0.578489369681203,0.008284668626216747,3.470936218087218,3.642506,0.0,0.0147,0.0,1.0,76,85,Accession,77,85,xEVQQGGIF,,,8.0,980.4506,SecB his dimer apo,0.0,981.025996,0.013438,0.0,0.0,5.493834,0.00909,CEVQQGGIF,8.0,0.0,0.0,0.0,2.245694,0.0,0.058034,0.0,31 -41,11.0,18.0,Accession,12.0,18.0,xQIQRIY,,,6.0,967.536,SecB WT apo,300.0,970.747892,0.036991,2.698036,0.037598,5.131163,0.003636,FQIQRIY,6.0,0.740708731845603,0.010746147885206624,4.4442523910736185,3.642506,0.0,0.0147,0.0,1.0,116,127,Accession,117,127,xMVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,0.0,1207.374299,0.012254,0.0,0.0,5.363644,0.008844,SMVARGTFPQL,9.0,0.0,0.0,0.0,5.327547,0.0,0.022525,0.0,41 -51,11.0,18.0,Accession,12.0,18.0,xQIQRIY,,,6.0,967.536,SecB WT apo,600.0,970.924658,0.015747,2.874801,0.017123,5.145348,0.005831,FQIQRIY,6.0,0.7892371350932572,0.005678313754943448,4.735422810559543,3.642506,0.0,0.0147,0.0,1.0,140,156,Accession,141,156,xLQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,0.0,1804.770393,0.012711,0.0,0.0,3.825289,0.00716,YLQQQAGEGTEEHQDA,15.0,0.0,0.0,0.0,7.418282,0.0,0.029146,0.0,51 -61,11.0,18.0,Accession,12.0,18.0,xQIQRIY,,,6.0,967.536,SecB WT apo,6000.00048,971.499418,0.031698,3.449561,0.032404,5.145425,0.002705,FQIQRIY,6.0,0.9470295999512424,0.00968230989542069,5.682177599707455,3.642506,0.0,0.0147,0.0,1.0,21,42,Accession,22,42,xSFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,10.020000000000001,2473.744531,0.048668,4.999026,0.05346,5.019877,0.005603,ISFEAPNAPHVFQKDWQPEVK,17.0,0.4982224941053779,0.006047681459525283,8.469782399791423,10.033722,0.0,0.057622,0.0,8 -2,18.0,33.0,Accession,19.0,33.0,xKDISFEApNApHVF,,,12.0,1672.8329,SecB WT apo,0.0,1673.844013,0.015068,0.0,0.0,5.125306,0.009901,TKDISFEAPNAPHVF,12.0,0.0,0.0,0.0,5.264543,0.0,0.061768,0.0,2.0,18,33,Accession,19,33,xKDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,0.0,1673.846037,0.019403,0.0,0.0,5.110186,0.008878,TKDISFEAPNAPHVF,12.0,0.0,0.0,0.0,5.264543,0.0,0.061768,0.0,2 -12,18.0,33.0,Accession,19.0,33.0,xKDISFEApNApHVF,,,12.0,1672.8329,SecB WT apo,10.020000000000001,1675.683936,0.022388,1.839924,0.026986,5.13041,0.007817,TKDISFEAPNAPHVF,12.0,0.3494935837735583,0.006564319512775974,4.1939230052827,5.264543,0.0,0.061768,0.0,2.0,24,42,Accession,25,42,xApNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,0.0,2121.331085,0.021859,0.0,0.0,4.590439,0.008887,EAPNAPHVFQKDWQPEVK,14.0,0.0,0.0,0.0,8.2421,0.0,0.035257,0.0,12 -22,18.0,33.0,Accession,19.0,33.0,xKDISFEApNApHVF,,,12.0,1672.8329,SecB WT apo,30.0,1676.352355,0.102157,2.508343,0.103262,5.127204,0.008738,TKDISFEAPNAPHVF,12.0,0.47645978007967643,0.020395681644847792,5.717517360956117,5.264543,0.0,0.061768,0.0,2.0,45,52,Accession,46,52,xTASSQL,,,6.0,721.3363,SecB his dimer apo,0.0,721.696293,0.015373,0.0,0.0,4.196823,0.005702,DTASSQL,6.0,0.0,0.0,0.0,3.201185,0.0,0.006567,0.0,22 -32,18.0,33.0,Accession,19.0,33.0,xKDISFEApNApHVF,,,12.0,1672.8329,SecB WT apo,60.0,1676.813345,0.030799,2.969332,0.034288,5.132133,0.011324,TKDISFEAPNAPHVF,12.0,0.5640246456340086,0.009285039764356188,6.768295747608103,5.264543,0.0,0.061768,0.0,2.0,78,85,Accession,79,85,xQQGGIF,,,6.0,748.3988,SecB his dimer apo,0.0,748.784473,0.009136,0.0,0.0,5.388898,0.009697,VQQGGIF,6.0,0.0,0.0,0.0,1.481827,0.0,0.023424,0.0,32 -42,18.0,33.0,Accession,19.0,33.0,xKDISFEApNApHVF,,,12.0,1672.8329,SecB WT apo,300.0,1677.243105,0.032691,3.399092,0.035997,5.119915,0.005196,TKDISFEAPNAPHVF,12.0,0.6456575622993297,0.010204888710217387,7.747890747591956,5.264543,0.0,0.061768,0.0,2.0,117,127,Accession,118,127,xVARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,0.0,1120.322914,0.011923,0.0,0.0,5.318166,0.008159,MVARGTFPQL,8.0,0.0,0.0,0.0,4.784294,0.0,0.031285,0.0,42 -52,18.0,33.0,Accession,19.0,33.0,xKDISFEApNApHVF,,,12.0,1672.8329,SecB WT apo,600.0,1677.329581,0.052881,3.485568,0.054986,5.132995,0.006448,TKDISFEAPNAPHVF,12.0,0.6620836794380823,0.013016648007645622,7.945004153256988,5.264543,0.0,0.061768,0.0,2.0,141,156,Accession,142,156,xQQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,0.0,1641.576711,0.010719,0.0,0.0,3.455933,0.003761,LQQQAGEGTEEHQDA,14.0,0.0,0.0,0.0,7.113751,0.0,0.03215,0.0,52 -62,18.0,33.0,Accession,19.0,33.0,xKDISFEApNApHVF,,,12.0,1672.8329,SecB WT apo,6000.00048,1678.162157,0.072211,4.318144,0.073767,5.132658,0.003266,TKDISFEAPNAPHVF,12.0,0.8202314996762303,0.01699858093235136,9.842777996114764,5.264543,0.0,0.061768,0.0,2.0,21,43,Accession,22,43,xSFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,10.020000000000001,2587.902362,0.057624,5.990189,0.058948,5.309341,0.001742,ISFEAPNAPHVFQKDWQPEVKL,18.0,0.5559747252026158,0.005577526360530466,10.007545053647085,10.774211,0.0,0.021003,0.0,9 -3,18.0,34.0,Accession,19.0,34.0,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB WT apo,0.0,1801.955252,0.007749,0.0,0.0,4.938514,0.007847,TKDISFEAPNAPHVFQ,13.0,0.0,0.0,0.0,6.3179,0.0,0.036001,0.0,3.0,18,34,Accession,19,34,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,0.0,1801.872474,0.010435,0.0,0.0,4.936668,0.009815,TKDISFEAPNAPHVFQ,13.0,0.0,0.0,0.0,6.3179,0.0,0.036001,0.0,3 -13,18.0,34.0,Accession,19.0,34.0,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB WT apo,10.020000000000001,1804.487351,0.032707,2.532099,0.033613,4.947923,0.013231,TKDISFEAPNAPHVFQ,13.0,0.4007817470995109,0.0057897259838011125,5.210162712293642,6.3179,0.0,0.036001,0.0,3.0,24,43,Accession,25,43,xApNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,0.0,2234.477888,0.025023,0.0,0.0,5.018235,0.006875,EAPNAPHVFQKDWQPEVKL,15.0,0.0,0.0,0.0,8.993855,0.0,0.080943,0.0,13 -23,18.0,34.0,Accession,19.0,34.0,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB WT apo,30.0,1805.261419,0.066145,3.306167,0.066597,4.939749,0.008337,TKDISFEAPNAPHVFQ,13.0,0.523301571724782,0.010954656284373207,6.802920432422166,6.3179,0.0,0.036001,0.0,3.0,61,69,Accession,62,69,xVTVTASL,,,7.0,846.5043,SecB his dimer apo,0.0,846.955166,0.01863,0.0,0.0,4.613347,0.009715,RVTVTASL,7.0,0.0,0.0,0.0,3.776811,0.0,0.029739,0.0,23 -33,18.0,34.0,Accession,19.0,34.0,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB WT apo,60.0,1805.95197,0.038868,3.996718,0.039633,4.944612,0.015703,TKDISFEAPNAPHVFQ,13.0,0.632602288735181,0.007235068246796721,8.223829753557354,6.3179,0.0,0.036001,0.0,3.0,85,94,Accession,86,94,xIAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,0.0,875.903522,0.019962,0.0,0.0,4.536653,0.006829,SIAGIEGTQ,8.0,0.0,0.0,0.0,4.718741,0.0,0.031945,0.0,33 -43,18.0,34.0,Accession,19.0,34.0,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB WT apo,300.0,1806.344661,0.080389,4.38941,0.080762,4.935798,0.003678,TKDISFEAPNAPHVFQ,13.0,0.694757751784612,0.013382046860534546,9.031850773199956,6.3179,0.0,0.036001,0.0,3.0,118,126,Accession,119,126,xARGTFpQ,,,6.0,875.4734,SecB his dimer apo,0.0,875.969543,0.011581,0.0,0.0,4.090913,0.010456,VARGTFPQ,6.0,0.0,0.0,0.0,2.866933,0.0,0.018046,0.0,43 -53,18.0,34.0,Accession,19.0,34.0,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB WT apo,600.0,1806.334747,0.033809,4.379495,0.034686,4.947334,0.008232,TKDISFEAPNAPHVFQ,13.0,0.6931884012092626,0.006763400043793134,9.011449215720415,6.3179,0.0,0.036001,0.0,3.0,9,18,Accession,10,18,xTFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,10.020000000000001,1202.992169,0.018296,2.590261,0.025401,5.512056,0.00189,MTFQIQRIY,8.0,0.5105572200102495,0.005397683240628647,4.084457760081996,5.0734,0.0,0.020042,0.0,0 -63,18.0,34.0,Accession,19.0,34.0,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB WT apo,6000.00048,1807.239221,0.064263,5.283969,0.064728,4.946768,0.002933,TKDISFEAPNAPHVFQ,13.0,0.8363489450608589,0.011299372155867833,10.872536285791165,6.3179,0.0,0.036001,0.0,3.0,24,33,Accession,25,33,xApNApHVF,,,6.0,981.4789,SecB his dimer apo,10.020000000000001,983.691092,0.014171,1.675231,0.019334,4.848966,0.001437,EAPNAPHVF,6.0,0.565584585269279,0.007394335589893929,3.393507511615674,2.961946,0.0,0.018193,0.0,10 -4,18.0,35.0,Accession,19.0,35.0,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB WT apo,0.0,1930.109485,0.016551,0.0,0.0,4.615109,0.00988,TKDISFEAPNAPHVFQK,14.0,0.0,0.0,0.0,6.812215,0.0,0.036048,0.0,4.0,18,35,Accession,19,35,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,0.0,1930.123039,0.015204,0.0,0.0,4.613889,0.009373,TKDISFEAPNAPHVFQK,14.0,0.0,0.0,0.0,6.812215,0.0,0.036048,0.0,4 -14,18.0,35.0,Accession,19.0,35.0,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB WT apo,10.020000000000001,1933.229335,0.031139,3.11985,0.035264,4.618202,0.010243,TKDISFEAPNAPHVFQK,14.0,0.45797879250728285,0.005715788549695883,6.41170309510196,6.812215,0.0,0.036048,0.0,4.0,33,44,Accession,34,44,xKDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,0.0,1386.56653,0.012481,0.0,0.0,4.684064,0.008874,QKDWQPEVKLD,9.0,0.0,0.0,0.0,4.541007,0.0,0.086153,0.0,14 -24,18.0,35.0,Accession,19.0,35.0,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB WT apo,30.0,1933.984366,0.122007,3.874881,0.123125,4.616431,0.007427,TKDISFEAPNAPHVFQK,14.0,0.5688136678011484,0.018323069305440053,7.963391349216078,6.812215,0.0,0.036048,0.0,4.0,61,75,Accession,62,75,xVTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,0.0,1481.614124,0.035559,0.0,0.0,5.296122,0.110574,RVTVTASLGEETAF,13.0,0.0,0.0,0.0,7.227718,0.0,0.036737,0.0,24 -34,18.0,35.0,Accession,19.0,35.0,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB WT apo,60.0,1934.452292,0.031863,4.342807,0.035905,4.623861,0.011855,TKDISFEAPNAPHVFQK,14.0,0.6375029267279437,0.006257816129886118,8.925040974191212,6.812215,0.0,0.036048,0.0,4.0,99,107,Accession,100,107,xAYCpNIL,,,6.0,850.4128,SecB his dimer apo,0.0,850.962345,0.021516,0.0,0.0,5.695944,0.010031,GAYCPNIL,6.0,0.0,0.0,0.0,3.27942,0.0,0.02358,0.0,34 -44,18.0,35.0,Accession,19.0,35.0,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB WT apo,300.0,1934.963542,0.03572,4.854057,0.039368,4.612601,0.004573,TKDISFEAPNAPHVFQK,14.0,0.7125519379526336,0.006900329571449979,9.975727131336871,6.812215,0.0,0.036048,0.0,4.0,118,127,Accession,119,127,xARGTFpQL,,,7.0,988.5574,SecB his dimer apo,0.0,989.075261,0.019299,0.0,0.0,5.189964,0.009813,VARGTFPQL,7.0,0.0,0.0,0.0,3.886385,0.0,0.009917,0.0,44 -54,18.0,35.0,Accession,19.0,35.0,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB WT apo,600.0,1934.945124,0.063272,4.835639,0.0654,4.624496,0.005835,TKDISFEAPNAPHVFQK,14.0,0.709848265211829,0.01030909193984361,9.937875712965607,6.812215,0.0,0.036048,0.0,4.0,11,18,Accession,12,18,xQIQRIY,,,6.0,967.536,SecB his dimer apo,10.020000000000001,969.968374,0.023351,1.909669,0.026259,5.138654,0.002308,FQIQRIY,6.0,0.5242733985887738,0.007513120915368028,3.1456403915326425,3.642506,0.0,0.0147,0.0,1 -64,18.0,35.0,Accession,19.0,35.0,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB WT apo,6000.00048,1935.889704,0.071981,5.780219,0.07386,4.625127,0.003427,TKDISFEAPNAPHVFQK,14.0,0.84850801097734,0.011735226660488979,11.87911215368276,6.812215,0.0,0.036048,0.0,4.0,24,35,Accession,25,35,xApNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,10.020000000000001,1241.164357,0.017233,2.826411,0.025318,4.065151,0.001969,EAPNAPHVFQK,8.0,0.6539944550445349,0.0063552434484352984,5.231955640356279,4.321766,0.0,0.016281,0.0,11 -5,21.0,33.0,Accession,22.0,33.0,xSFEApNApHVF,,,9.0,1328.6634,SecB WT apo,0.0,1329.421551,0.010684,0.0,0.0,5.48315,0.006718,ISFEAPNAPHVF,9.0,0.0,0.0,0.0,4.61559,0.0,0.003636,0.0,5.0,21,33,Accession,22,33,xSFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,0.0,1329.418768,0.009634,0.0,0.0,5.474514,0.008654,ISFEAPNAPHVF,9.0,0.0,0.0,0.0,4.61559,0.0,0.003636,0.0,5 -15,21.0,33.0,Accession,22.0,33.0,xSFEApNApHVF,,,9.0,1328.6634,SecB WT apo,10.020000000000001,1331.283021,0.015799,1.86147,0.019072,5.489802,0.011635,ISFEAPNAPHVF,9.0,0.40330055312538593,0.004144278622568917,3.6297049781284736,4.61559,0.0,0.003636,0.0,5.0,35,42,Accession,36,42,xWQpEVK,,,5.0,901.4414,SecB his dimer apo,0.0,901.922159,0.008842,0.0,0.0,4.497327,0.00847,DWQPEVK,5.0,0.0,0.0,0.0,2.773604,0.0,0.024238,0.0,15 -25,21.0,33.0,Accession,22.0,33.0,xSFEApNApHVF,,,9.0,1328.6634,SecB WT apo,30.0,1331.894565,0.040517,2.473014,0.041902,5.48333,0.008868,ISFEAPNAPHVF,9.0,0.5357958570843597,0.009088169313730101,4.822162713759237,4.61559,0.0,0.003636,0.0,5.0,61,76,Accession,62,76,xVTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,0.0,1594.720927,0.062546,0.0,0.0,5.71214,0.011372,RVTVTASLGEETAFL,14.0,0.0,0.0,0.0,7.681216,0.0,0.046195,0.0,25 -35,21.0,33.0,Accession,22.0,33.0,xSFEApNApHVF,,,9.0,1328.6634,SecB WT apo,60.0,1332.359026,0.03688,2.937475,0.038397,5.489686,0.012171,ISFEAPNAPHVF,9.0,0.6364245957721548,0.008334073422975355,5.727821361949394,4.61559,0.0,0.003636,0.0,5.0,99,108,Accession,100,108,xAYCpNILF,,,7.0,997.4812,SecB his dimer apo,0.0,998.139606,0.022822,0.0,0.0,6.384698,0.009706,GAYCPNILF,7.0,0.0,0.0,0.0,3.337438,0.0,0.025744,0.0,35 -45,21.0,33.0,Accession,22.0,33.0,xSFEApNApHVF,,,9.0,1328.6634,SecB WT apo,300.0,1332.765843,0.029486,3.344293,0.031362,5.479832,0.003512,ISFEAPNAPHVF,9.0,0.724564573543144,0.006818729512364097,6.521081161888295,4.61559,0.0,0.003636,0.0,5.0,118,134,Accession,119,134,xARGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,0.0,1745.009032,0.007244,0.0,0.0,5.870244,0.00823,VARGTFPQLNLAPVNF,13.0,0.0,0.0,0.0,8.257736,0.0,0.024315,0.0,45 -55,21.0,33.0,Accession,22.0,33.0,xSFEApNApHVF,,,9.0,1328.6634,SecB WT apo,600.0,1332.82225,0.043755,3.400699,0.04504,5.493785,0.007907,ISFEAPNAPHVF,9.0,0.7367853297194941,0.009775478508839872,6.631067967475446,4.61559,0.0,0.003636,0.0,5.0,18,33,Accession,19,33,xKDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,10.020000000000001,1675.749048,0.043334,1.90301,0.04748,5.128234,0.001803,TKDISFEAPNAPHVF,12.0,0.36147677015839746,0.00996627080566159,4.33772124190077,5.264543,0.0,0.061768,0.0,2 -65,21.0,33.0,Accession,22.0,33.0,xSFEApNApHVF,,,9.0,1328.6634,SecB WT apo,6000.00048,1333.433258,0.030477,4.011707,0.032295,5.491594,0.002625,ISFEAPNAPHVF,9.0,0.8691645055128381,0.007030359927536579,7.822480549615543,4.61559,0.0,0.003636,0.0,5.0,24,42,Accession,25,42,xApNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,10.020000000000001,2125.865584,0.286267,4.534499,0.2871,4.594361,0.003032,EAPNAPHVFQKDWQPEVK,14.0,0.5501630652382281,0.03491276604415234,7.7022829133351935,8.2421,0.0,0.035257,0.0,12 -6,21.0,34.0,Accession,22.0,34.0,xSFEApNApHVFQ,,,10.0,1456.7219,SecB WT apo,0.0,1457.599798,0.021035,0.0,0.0,5.249913,0.0069,ISFEAPNAPHVFQ,10.0,0.0,0.0,0.0,5.560889,0.0,0.032429,0.0,6.0,21,34,Accession,22,34,xSFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,0.0,1457.590847,0.011293,0.0,0.0,5.248685,0.008689,ISFEAPNAPHVFQ,10.0,0.0,0.0,0.0,5.560889,0.0,0.032429,0.0,6 -16,21.0,34.0,Accession,22.0,34.0,xSFEApNApHVFQ,,,10.0,1456.7219,SecB WT apo,10.020000000000001,1460.181999,0.035201,2.582201,0.041007,5.257374,0.012036,ISFEAPNAPHVFQ,10.0,0.46435039433443104,0.00785565705954532,4.64350394334431,5.560889,0.0,0.032429,0.0,6.0,37,47,Accession,39,47,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,0.0,1158.239615,0.017654,0.0,0.0,4.095565,0.010252,QPEVKLDLDT,8.0,0.0,0.0,0.0,3.461806,0.0,0.000977,0.0,16 -26,21.0,34.0,Accession,22.0,34.0,xSFEApNApHVFQ,,,10.0,1456.7219,SecB WT apo,30.0,1460.825341,0.096207,3.225543,0.09848,5.247113,0.008593,ISFEAPNAPHVFQ,10.0,0.5800408891456024,0.018029549075004675,5.800408891456024,5.560889,0.0,0.032429,0.0,6.0,62,69,Accession,63,69,xTVTASL,,,6.0,690.4032,SecB his dimer apo,0.0,690.764065,0.023415,0.0,0.0,4.939754,0.009046,VTVTASL,6.0,0.0,0.0,0.0,3.273373,0.0,0.023509,0.0,26 -36,21.0,34.0,Accession,22.0,34.0,xSFEApNApHVFQ,,,10.0,1456.7219,SecB WT apo,60.0,1461.317292,0.040815,3.717494,0.045917,5.258162,0.017958,ISFEAPNAPHVFQ,10.0,0.6685071397756724,0.009131177162215912,6.685071397756724,5.560889,0.0,0.032429,0.0,6.0,99,113,Accession,100,113,xAYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,0.0,1522.71957,0.00335,0.0,0.0,5.719765,0.009554,GAYCPNILFPAARE,11.0,0.0,0.0,0.0,5.099171,0.0,0.025247,0.0,36 -46,21.0,34.0,Accession,22.0,34.0,xSFEApNApHVFQ,,,10.0,1456.7219,SecB WT apo,300.0,1461.744744,0.020327,4.144946,0.029252,5.244169,0.001948,ISFEAPNAPHVFQ,10.0,0.7453747053753456,0.0068238579642483236,7.453747053753456,5.560889,0.0,0.032429,0.0,6.0,127,134,Accession,128,134,xLApVNF,,,5.0,774.4145,SecB his dimer apo,0.0,774.801666,0.011261,0.0,0.0,5.482912,0.009183,NLAPVNF,5.0,0.0,0.0,0.0,2.709472,0.0,0.019689,0.0,46 -56,21.0,34.0,Accession,22.0,34.0,xSFEApNApHVFQ,,,10.0,1456.7219,SecB WT apo,600.0,1461.787539,0.070712,4.187741,0.073774,5.257535,0.007465,ISFEAPNAPHVFQ,10.0,0.7530704173379471,0.01397456929126847,7.530704173379471,5.560889,0.0,0.032429,0.0,6.0,18,34,Accession,19,34,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,10.020000000000001,1804.513374,0.031359,2.640899,0.033049,4.949143,0.0035,TKDISFEAPNAPHVFQ,13.0,0.41800265911141365,0.005747768856803126,5.434034568448378,6.3179,0.0,0.036001,0.0,3 -66,21.0,34.0,Accession,22.0,34.0,xSFEApNApHVFQ,,,10.0,1456.7219,SecB WT apo,6000.00048,1462.416824,0.030985,4.817025,0.03745,5.256486,0.001527,ISFEAPNAPHVFQ,10.0,0.8662328990922135,0.008418553238115786,8.662328990922134,5.560889,0.0,0.032429,0.0,6.0,24,43,Accession,25,43,xApNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,10.020000000000001,2240.315467,0.023169,5.837579,0.034102,5.033298,0.006806,EAPNAPHVFQKDWQPEVKL,15.0,0.6490630547190276,0.006964156125940612,9.735945820785414,8.993855,0.0,0.080943,0.0,13 -7,21.0,35.0,Accession,22.0,35.0,xSFEApNApHVFQK,,,11.0,1584.8169,SecB WT apo,0.0,1585.702777,0.025082,0.0,0.0,4.843765,0.009622,ISFEAPNAPHVFQK,11.0,0.0,0.0,0.0,6.220337,0.0,0.064196,0.0,7.0,21,35,Accession,22,35,xSFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,0.0,1585.696648,0.01702,0.0,0.0,4.8385,0.008751,ISFEAPNAPHVFQK,11.0,0.0,0.0,0.0,6.220337,0.0,0.064196,0.0,7 -17,21.0,35.0,Accession,22.0,35.0,xSFEApNApHVFQK,,,11.0,1584.8169,SecB WT apo,10.020000000000001,1588.848082,0.027998,3.145305,0.03759,4.855414,0.012739,ISFEAPNAPHVFQK,11.0,0.50564864893976,0.00798443614926695,5.562135138337361,6.220337,0.0,0.064196,0.0,7.0,42,52,Accession,43,52,xDLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,0.0,1063.080297,0.006243,0.0,0.0,5.208649,0.008619,LDLDTASSQL,9.0,0.0,0.0,0.0,5.63459,0.0,0.03405,0.0,17 -27,21.0,35.0,Accession,22.0,35.0,xSFEApNApHVFQK,,,11.0,1584.8169,SecB WT apo,30.0,1589.517645,0.062793,3.814868,0.067617,4.846944,0.009863,ISFEAPNAPHVFQK,11.0,0.6132896015119439,0.01257872970170332,6.746185616631383,6.220337,0.0,0.064196,0.0,7.0,64,76,Accession,65,76,xTASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,0.0,1238.307232,0.004706,0.0,0.0,5.936013,0.008034,VTASLGEETAFL,11.0,0.0,0.0,0.0,5.919469,0.0,0.103664,0.0,27 -37,21.0,35.0,Accession,22.0,35.0,xSFEApNApHVFQK,,,11.0,1584.8169,SecB WT apo,60.0,1589.998147,0.026135,4.295369,0.036223,4.85012,0.012387,ISFEAPNAPHVFQK,11.0,0.6905363809066937,0.009203208489488262,7.59590018997363,6.220337,0.0,0.064196,0.0,7.0,99,114,Accession,100,114,xAYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,0.0,1626.097879,0.011953,0.0,0.0,5.854273,0.007071,GAYCPNILFPAAREC,12.0,0.0,0.0,0.0,5.223489,0.0,0.096278,0.0,37 -47,21.0,35.0,Accession,22.0,35.0,xSFEApNApHVFQK,,,11.0,1584.8169,SecB WT apo,300.0,1590.42544,0.035983,4.722663,0.043862,4.843775,0.003856,ISFEAPNAPHVFQK,11.0,0.7592294436780516,0.010541215246312921,8.351523880458567,6.220337,0.0,0.064196,0.0,7.0,137,156,Accession,138,156,xMNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,0.0,2197.262151,0.009862,0.0,0.0,4.994012,0.008488,FMNYLQQQAGEGTEEHQDA,18.0,0.0,0.0,0.0,9.445908,0.0,0.065306,0.0,47 -57,21.0,35.0,Accession,22.0,35.0,xSFEApNApHVFQK,,,11.0,1584.8169,SecB WT apo,600.0,1590.461325,0.055357,4.758548,0.060774,4.854465,0.006093,ISFEAPNAPHVFQK,11.0,0.7649984237188436,0.012561398748548672,8.41498266090728,6.220337,0.0,0.064196,0.0,7.0,18,35,Accession,19,35,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,10.020000000000001,1933.28894,0.059851,3.165901,0.061752,4.620124,0.001952,TKDISFEAPNAPHVFQK,14.0,0.46473885513008617,0.009392559358531822,6.506343971821206,6.812215,0.0,0.036048,0.0,4 -67,21.0,35.0,Accession,22.0,35.0,xSFEApNApHVFQK,,,11.0,1584.8169,SecB WT apo,6000.00048,1591.125079,0.030307,5.422302,0.03934,4.854367,0.001976,ISFEAPNAPHVFQK,11.0,0.871705504058703,0.010996891439613498,9.588760544645732,6.220337,0.0,0.064196,0.0,7.0,33,44,Accession,34,44,xKDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,10.020000000000001,1389.52596,0.058514,2.959429,0.05983,4.68914,0.002814,QKDWQPEVKLD,9.0,0.6517120541765297,0.01806855365422939,5.865408487588767,4.541007,0.0,0.086153,0.0,14 -8,24.0,33.0,Accession,25.0,33.0,xApNApHVF,,,6.0,981.4789,SecB WT apo,0.0,982.043067,0.022384,0.0,0.0,4.843671,0.00981,EAPNAPHVF,6.0,0.0,0.0,0.0,2.961946,0.0,0.018193,0.0,8.0,21,42,Accession,22,42,xSFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,0.0,2468.745505,0.022124,0.0,0.0,5.006537,0.007542,ISFEAPNAPHVFQKDWQPEVK,17.0,0.0,0.0,0.0,10.033722,0.0,0.057622,0.0,8 -18,24.0,33.0,Accession,25.0,33.0,xApNApHVF,,,6.0,981.4789,SecB WT apo,10.020000000000001,983.556881,0.01248,1.513814,0.025628,4.855928,0.011337,EAPNAPHVF,6.0,0.511087643056288,0.009204298243290816,3.0665258583377275,2.961946,0.0,0.018193,0.0,8.0,42,55,Accession,43,55,xDLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,0.0,1364.326333,0.011817,0.0,0.0,5.02277,0.008688,LDLDTASSQLADD,12.0,0.0,0.0,0.0,6.94944,0.0,0.074753,0.0,18 -28,24.0,33.0,Accession,25.0,33.0,xApNApHVF,,,6.0,981.4789,SecB WT apo,30.0,984.153119,0.040554,2.110052,0.046321,4.850685,0.009714,EAPNAPHVF,6.0,0.7123870590483419,0.016239318500369762,4.274322354290051,2.961946,0.0,0.018193,0.0,8.0,66,75,Accession,67,75,xSLGEETAF,,,8.0,924.4309,SecB his dimer apo,0.0,924.94636,0.02928,0.0,0.0,5.282049,0.008984,ASLGEETAF,8.0,0.0,0.0,0.0,4.512616,0.0,0.036923,0.0,28 -38,24.0,33.0,Accession,25.0,33.0,xApNApHVF,,,6.0,981.4789,SecB WT apo,60.0,984.577364,0.021429,2.534297,0.030988,4.853134,0.011057,EAPNAPHVF,6.0,0.8556189072994578,0.011707850096175539,5.133713443796747,2.961946,0.0,0.018193,0.0,8.0,101,108,Accession,102,108,xCpNILF,,,5.0,869.4226,SecB his dimer apo,0.0,870.013007,0.01384,0.0,0.0,6.429599,0.009079,YCPNILF,5.0,0.0,0.0,0.0,1.880751,0.0,0.035057,0.0,38 -48,24.0,33.0,Accession,25.0,33.0,xApNApHVF,,,6.0,981.4789,SecB WT apo,300.0,984.953147,0.030334,2.91008,0.037699,4.844159,0.002923,EAPNAPHVF,6.0,0.9824892148607705,0.014085946682340637,5.894935289164623,2.961946,0.0,0.018193,0.0,8.0,138,152,Accession,139,152,xNYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,0.0,1598.639236,0.004482,0.0,0.0,4.737464,0.008209,MNYLQQQAGEGTEE,13.0,0.0,0.0,0.0,7.945226,0.0,0.075043,0.0,48 -58,24.0,33.0,Accession,25.0,33.0,xApNApHVF,,,6.0,981.4789,SecB WT apo,600.0,984.886302,0.054118,2.843235,0.058565,4.855408,0.006017,EAPNAPHVF,6.0,0.9599212814818365,0.020632847438467977,5.759527688891019,2.961946,0.0,0.018193,0.0,8.0,21,33,Accession,22,33,xSFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,10.020000000000001,1331.417344,0.026881,1.998576,0.028555,5.482699,0.002284,ISFEAPNAPHVF,9.0,0.43300553125385915,0.006196037849217951,3.8970497812847325,4.61559,0.0,0.003636,0.0,5 -68,24.0,33.0,Accession,25.0,33.0,xApNApHVF,,,6.0,981.4789,SecB WT apo,6000.00048,985.033865,0.029936,2.990798,0.037379,4.856934,0.002004,EAPNAPHVF,6.0,1.009740893318109,0.014061425637000137,6.058445359908653,2.961946,0.0,0.018193,0.0,8.0,35,42,Accession,36,42,xWQpEVK,,,5.0,901.4414,SecB his dimer apo,10.020000000000001,903.626344,0.011579,1.704185,0.014569,4.507092,0.001959,DWQPEVK,5.0,0.6144298176668335,0.007511424832969615,3.072149088334167,2.773604,0.0,0.024238,0.0,15 -9,24.0,35.0,Accession,25.0,35.0,xApNApHVFQK,,,8.0,1237.6324,SecB WT apo,0.0,1238.349509,0.002106,0.0,0.0,4.043797,0.018325,EAPNAPHVFQK,8.0,0.0,0.0,0.0,4.321766,0.0,0.016281,0.0,9.0,21,43,Accession,22,43,xSFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,0.0,2581.912173,0.012427,0.0,0.0,5.302643,0.008123,ISFEAPNAPHVFQKDWQPEVKL,18.0,0.0,0.0,0.0,10.774211,0.0,0.021003,0.0,9 -19,24.0,35.0,Accession,25.0,35.0,xApNApHVFQK,,,8.0,1237.6324,SecB WT apo,10.020000000000001,1241.086731,0.018532,2.737222,0.018651,4.063379,0.013265,EAPNAPHVFQK,8.0,0.6333572895894872,0.004931259931096214,5.066858316715898,4.321766,0.0,0.016281,0.0,9.0,42,57,Accession,43,57,xDLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,0.0,1626.631842,0.036389,0.0,0.0,5.658374,0.009636,LDLDTASSQLADDVY,14.0,0.0,0.0,0.0,8.416065,0.0,0.046315,0.0,19 -29,24.0,35.0,Accession,25.0,35.0,xApNApHVFQK,,,8.0,1237.6324,SecB WT apo,30.0,1241.674941,0.006483,3.325432,0.006816,4.062224,0.005645,EAPNAPHVFQK,8.0,0.7694613729665142,0.003299991084206046,6.155690983732113,4.321766,0.0,0.016281,0.0,9.0,66,76,Accession,67,76,xSLGEETAFL,,,9.0,1037.515,SecB his dimer apo,0.0,1038.113311,0.022941,0.0,0.0,5.898502,0.007399,ASLGEETAFL,9.0,0.0,0.0,0.0,4.82295,0.0,0.028983,0.0,29 -39,24.0,35.0,Accession,25.0,35.0,xApNApHVFQK,,,8.0,1237.6324,SecB WT apo,60.0,1242.198254,0.018024,3.848745,0.018147,4.071184,0.01117,EAPNAPHVFQK,8.0,0.89054914125383,0.005374632361305815,7.12439313003064,4.321766,0.0,0.016281,0.0,9.0,114,127,Accession,115,127,xASMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,0.0,1391.566567,0.012404,0.0,0.0,5.49914,0.008594,IASMVARGTFPQL,11.0,0.0,0.0,0.0,6.261897,0.0,0.065228,0.0,39 -49,24.0,35.0,Accession,25.0,35.0,xApNApHVFQK,,,8.0,1237.6324,SecB WT apo,300.0,1242.569041,0.02944,4.219532,0.029515,4.060225,0.004092,EAPNAPHVFQK,8.0,0.9763443925469356,0.007756859231119821,7.810755140375485,4.321766,0.0,0.016281,0.0,9.0,138,156,Accession,139,156,xNYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,0.0,2050.042701,0.007994,0.0,0.0,4.490222,0.007607,MNYLQQQAGEGTEEHQDA,17.0,0.0,0.0,0.0,9.473422,0.0,0.002415,0.0,49 -59,24.0,35.0,Accession,25.0,35.0,xApNApHVFQK,,,8.0,1237.6324,SecB WT apo,600.0,1242.549607,0.068745,4.200098,0.068777,4.069896,0.005124,EAPNAPHVFQK,8.0,0.9718476196999096,0.01632980427757334,7.774780957599277,4.321766,0.0,0.016281,0.0,9.0,21,34,Accession,22,34,xSFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,10.020000000000001,1460.22629,0.046031,2.635443,0.047397,5.254191,0.001139,ISFEAPNAPHVFQ,10.0,0.4739247627492654,0.008960165862292244,4.739247627492654,5.560889,0.0,0.032429,0.0,6 -69,24.0,35.0,Accession,25.0,35.0,xApNApHVFQK,,,8.0,1237.6324,SecB WT apo,6000.00048,1242.69701,0.027652,4.347501,0.027732,4.071529,0.002716,EAPNAPHVFQK,8.0,1.0059547416495942,0.007452314226773316,8.047637933196754,4.321766,0.0,0.016281,0.0,9.0,37,47,Accession,39,47,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,10.020000000000001,1160.761439,0.035197,2.521824,0.039376,4.110071,0.002039,QPEVKLDLDT,8.0,0.7284706306477023,0.011376267635331313,5.827765045181619,3.461806,0.0,0.000977,0.0,16 -106,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9,18,Accession,10,18,xTFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,30.0,1203.550331,0.019781,3.148423,0.026491,5.512973,0.008577,MTFQIQRIY,8.0,0.6205745653802184,0.005768407396420361,4.964596523041747,5.0734,0.0,0.020042,0.0,0 -159,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9,18,Accession,10,18,xTFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,60.0,1203.878867,0.032912,3.476958,0.037332,5.521878,0.007885,MTFQIQRIY,8.0,0.6853309417747467,0.007840625882583663,5.482647534197974,5.0734,0.0,0.020042,0.0,0 -212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9,18,Accession,10,18,xTFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,300.0,1204.779643,0.016999,4.377735,0.024484,5.52605,0.014663,MTFQIQRIY,8.0,0.8628799227342611,0.005908406418910734,6.9030393818740885,5.0734,0.0,0.020042,0.0,0 -265,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9,18,Accession,10,18,xTFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,600.0,1205.018429,0.044812,4.61652,0.048152,5.516628,0.004647,MTFQIQRIY,8.0,0.9099459928253243,0.01014898989457023,7.279567942602594,5.0734,0.0,0.020042,0.0,0 -318,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9,18,Accession,10,18,xTFQIQRIY,,,8.0,1199.6241,SecB his dimer apo,6000.00048,1205.453262,0.017184,5.051354,0.024612,5.515089,0.007345,MTFQIQRIY,8.0,0.9956545906098474,0.006245348967848931,7.965236724878779,5.0734,0.0,0.020042,0.0,0 -107,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11,18,Accession,12,18,xQIQRIY,,,6.0,967.536,SecB his dimer apo,30.0,970.253111,0.012771,2.194407,0.017532,5.135921,0.004862,FQIQRIY,6.0,0.602444306200182,0.005392374122366405,3.614665837201092,3.642506,0.0,0.0147,0.0,1 -160,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11,18,Accession,12,18,xQIQRIY,,,6.0,967.536,SecB his dimer apo,60.0,970.466165,0.015722,2.407461,0.019786,5.146227,0.006042,FQIQRIY,6.0,0.6609353560433394,0.0060515265871750505,3.9656121362600363,3.642506,0.0,0.0147,0.0,1 -213,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11,18,Accession,12,18,xQIQRIY,,,6.0,967.536,SecB his dimer apo,300.0,971.16204,0.035894,3.103335,0.037851,5.153615,0.013983,FQIQRIY,6.0,0.8519780063505729,0.010945533039175146,5.111868038103437,3.642506,0.0,0.0147,0.0,1 -266,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11,18,Accession,12,18,xQIQRIY,,,6.0,967.536,SecB his dimer apo,600.0,971.389913,0.018832,3.331209,0.022337,5.140458,0.007629,FQIQRIY,6.0,0.914537683671626,0.007157317624986935,5.487226102029756,3.642506,0.0,0.0147,0.0,1 -319,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11,18,Accession,12,18,xQIQRIY,,,6.0,967.536,SecB his dimer apo,6000.00048,971.745853,0.020362,3.687148,0.023641,5.142194,0.005969,FQIQRIY,6.0,1.012255848034293,0.007668933997575466,6.073535088205757,3.642506,0.0,0.0147,0.0,1 -108,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,33,Accession,19,33,xKDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,30.0,1676.412802,0.009313,2.566765,0.021522,5.125878,0.004267,TKDISFEAPNAPHVF,12.0,0.48755703961388486,0.007031063733403459,5.850684475366618,5.264543,0.0,0.061768,0.0,2 -161,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,33,Accession,19,33,xKDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,60.0,1677.076644,0.028483,3.230607,0.034464,5.134156,0.005724,TKDISFEAPNAPHVF,12.0,0.6136538347203166,0.009731102912850242,7.3638460166438,5.264543,0.0,0.061768,0.0,2 -214,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,33,Accession,19,33,xKDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,300.0,1677.537365,0.018243,3.691328,0.026632,5.14227,0.015137,TKDISFEAPNAPHVF,12.0,0.7011677936717394,0.009657601661627626,8.414013524060874,5.264543,0.0,0.061768,0.0,2 -267,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,33,Accession,19,33,xKDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,600.0,1677.739026,0.007954,3.892989,0.02097,5.128364,0.007207,TKDISFEAPNAPHVF,12.0,0.7394733028108993,0.009546794601826303,8.873679633730791,5.264543,0.0,0.061768,0.0,2 -320,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,33,Accession,19,33,xKDISFEApNApHVF,,,12.0,1672.8329,SecB his dimer apo,6000.00048,1679.123991,0.093524,5.277954,0.095515,5.131612,0.00531,TKDISFEAPNAPHVF,12.0,1.002547419595585,0.02162250631957592,12.030569035147021,5.264543,0.0,0.061768,0.0,2 -109,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,34,Accession,19,34,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,30.0,1805.299301,0.059403,3.426827,0.060313,4.94444,0.005038,TKDISFEAPNAPHVFQ,13.0,0.542399689770335,0.010034229755508037,7.051195967014356,6.3179,0.0,0.036001,0.0,3 -162,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,34,Accession,19,34,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,60.0,1805.930059,0.081511,4.057584,0.082176,4.953817,0.002463,TKDISFEAPNAPHVFQ,13.0,0.6422361860744868,0.013511887151808304,8.34907041896833,6.3179,0.0,0.036001,0.0,3 -215,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,34,Accession,19,34,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,300.0,1806.414117,0.04941,4.541642,0.0505,4.959151,0.012972,TKDISFEAPNAPHVFQ,13.0,0.7188530999224426,0.008981623494929912,9.345090298991755,6.3179,0.0,0.036001,0.0,3 -268,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,34,Accession,19,34,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,600.0,1806.695266,0.00899,4.822792,0.013774,4.94812,0.006167,TKDISFEAPNAPHVFQ,13.0,0.763353645989965,0.004865561417643871,9.923597397869546,6.3179,0.0,0.036001,0.0,3 -321,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,34,Accession,19,34,xKDISFEApNApHVFQ,,,13.0,1800.8915,SecB his dimer apo,6000.00048,1807.891174,0.084855,6.018699,0.085494,4.950451,0.006183,TKDISFEAPNAPHVFQ,13.0,0.9526423336868263,0.014580236264161389,12.384350337928742,6.3179,0.0,0.036001,0.0,3 -110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,35,Accession,19,35,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,30.0,1934.103277,0.039376,3.980239,0.04221,4.616682,0.005151,TKDISFEAPNAPHVFQK,14.0,0.5842797093162797,0.006924774319008842,8.179915930427915,6.812215,0.0,0.036048,0.0,4 -163,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,35,Accession,19,35,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,60.0,1934.692446,0.04175,4.569407,0.044432,4.62511,0.007523,TKDISFEAPNAPHVFQK,14.0,0.670766703634574,0.007425665176848061,9.390733850884036,6.812215,0.0,0.036048,0.0,4 -216,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,35,Accession,19,35,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,300.0,1935.144736,0.030958,5.021697,0.03449,4.631088,0.012872,TKDISFEAPNAPHVFQK,14.0,0.7371606738777328,0.006391395576354009,10.32024943428826,6.812215,0.0,0.036048,0.0,4 -269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,35,Accession,19,35,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,600.0,1935.412389,0.019512,5.289351,0.024736,4.620187,0.003628,TKDISFEAPNAPHVFQK,14.0,0.7764509781326632,0.005483308260535212,10.870313693857284,6.812215,0.0,0.036048,0.0,4 -322,,,,,,,,,,,,,,,,,,,,,,,,,,,,,18,35,Accession,19,35,xKDISFEApNApHVFQK,,,14.0,1928.9865,SecB his dimer apo,6000.00048,1936.763294,0.08081,6.640255,0.082228,4.624444,0.008007,TKDISFEAPNAPHVFQK,14.0,0.9747571091047478,0.01312657644198431,13.646599527466469,6.812215,0.0,0.036048,0.0,4 -111,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,33,Accession,22,33,xSFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,30.0,1332.217612,0.018595,2.798844,0.020943,5.483529,0.008605,ISFEAPNAPHVF,9.0,0.6063892156799022,0.004562523963469962,5.45750294111912,4.61559,0.0,0.003636,0.0,5 -164,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,33,Accession,22,33,xSFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,60.0,1332.686148,0.035435,3.26738,0.036722,5.494535,0.008577,ISFEAPNAPHVF,9.0,0.7079008317463207,0.00797559914404571,6.371107485716886,4.61559,0.0,0.003636,0.0,5 -217,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,33,Accession,22,33,xSFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,300.0,1333.109516,0.010917,3.690748,0.01456,5.498262,0.015238,ISFEAPNAPHVF,9.0,0.7996264832881603,0.003216804694101966,7.196638349593443,4.61559,0.0,0.003636,0.0,5 -270,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,33,Accession,22,33,xSFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,600.0,1333.271095,0.011371,3.852327,0.014904,5.488159,0.005204,ISFEAPNAPHVF,9.0,0.8346337087999584,0.0032953155451119426,7.511703379199625,4.61559,0.0,0.003636,0.0,5 -323,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,33,Accession,22,33,xSFEApNApHVF,,,9.0,1328.6634,SecB his dimer apo,6000.00048,1334.150649,0.023075,4.731881,0.025005,5.488748,0.007099,ISFEAPNAPHVF,9.0,1.0251952621441678,0.0054773754194492544,9.22675735929751,4.61559,0.0,0.003636,0.0,5 -112,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,34,Accession,22,34,xSFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,30.0,1461.056196,0.022596,3.465349,0.025261,5.25148,0.007499,ISFEAPNAPHVFQ,10.0,0.6231645695499406,0.0058173687199572,6.231645695499406,5.560889,0.0,0.032429,0.0,6 -165,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,34,Accession,22,34,xSFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,60.0,1461.526187,0.043461,3.93534,0.044904,5.260326,0.006187,ISFEAPNAPHVFQ,10.0,0.7076818113075085,0.00906844406862051,7.076818113075085,5.560889,0.0,0.032429,0.0,6 -218,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,34,Accession,22,34,xSFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,300.0,1462.00462,0.019813,4.413773,0.022806,5.268622,0.016436,ISFEAPNAPHVFQ,10.0,0.7937171556562268,0.006184161041774409,7.937171556562268,5.560889,0.0,0.032429,0.0,6 -271,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,34,Accession,22,34,xSFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,600.0,1462.179174,0.014611,4.588327,0.018466,5.25551,0.007266,ISFEAPNAPHVFQ,10.0,0.8251067410264796,0.00584632800848946,8.251067410264795,5.560889,0.0,0.032429,0.0,6 -324,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,34,Accession,22,34,xSFEApNApHVFQ,,,10.0,1456.7219,SecB his dimer apo,6000.00048,1462.977325,0.02746,5.386478,0.029692,5.256948,0.006284,ISFEAPNAPHVFQ,10.0,0.9686361299425326,0.007772874991843501,9.686361299425325,5.560889,0.0,0.032429,0.0,6 -113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,35,Accession,22,35,xSFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,30.0,1589.741446,0.019936,4.044798,0.026214,4.849809,0.002599,ISFEAPNAPHVFQK,11.0,0.6502538367294248,0.007924343574093436,7.152792204023673,6.220337,0.0,0.064196,0.0,7 -166,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,35,Accession,22,35,xSFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,60.0,1590.236601,0.034226,4.539953,0.038225,4.854696,0.005213,ISFEAPNAPHVFQK,11.0,0.7298564370387006,0.009721091373548806,8.028420807425707,6.220337,0.0,0.064196,0.0,7 -219,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,35,Accession,22,35,xSFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,300.0,1590.652594,0.023406,4.955946,0.02894,4.861651,0.013775,ISFEAPNAPHVFQK,11.0,0.7967327172145175,0.009447537524559969,8.764059889359693,6.220337,0.0,0.064196,0.0,7 -272,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,35,Accession,22,35,xSFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,600.0,1590.826511,0.004038,5.129863,0.017493,4.851965,0.005186,ISFEAPNAPHVFQK,11.0,0.8246921348473564,0.008963677565475421,9.07161348332092,6.220337,0.0,0.064196,0.0,7 -325,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,35,Accession,22,35,xSFEApNApHVFQK,,,11.0,1584.8169,SecB his dimer apo,6000.00048,1591.693402,0.020659,5.996754,0.026768,4.855132,0.006333,ISFEAPNAPHVFQK,11.0,0.964056127505632,0.010840145207582596,10.604617402561951,6.220337,0.0,0.064196,0.0,7 -114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,42,Accession,22,42,xSFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,30.0,2474.519918,0.069555,5.774413,0.072989,5.013088,0.005685,ISFEAPNAPHVFQKDWQPEVK,17.0,0.5755005968871771,0.007989962694651529,9.783510147082012,10.033722,0.0,0.057622,0.0,8 -167,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,42,Accession,22,42,xSFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,60.0,2475.393268,0.078326,6.647763,0.081391,5.020757,0.005666,ISFEAPNAPHVFQKDWQPEVK,17.0,0.6625420756126192,0.008959768166971515,11.263215285414526,10.033722,0.0,0.057622,0.0,8 -220,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,42,Accession,22,42,xSFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,300.0,2476.151989,0.031998,7.406484,0.038902,5.028564,0.013589,ISFEAPNAPHVFQKDWQPEVK,17.0,0.7381591796145041,0.005744761859527318,12.548706053446569,10.033722,0.0,0.057622,0.0,8 -273,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,42,Accession,22,42,xSFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,600.0,2476.461423,0.055982,7.715918,0.060196,5.016296,0.009472,ISFEAPNAPHVFQKDWQPEVK,17.0,0.7689985829784801,0.007449531913029506,13.072975910634161,10.033722,0.0,0.057622,0.0,8 -326,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,42,Accession,22,42,xSFEApNApHVFQKDWQpEVK,,,17.0,2467.2405,SecB his dimer apo,6000.00048,2477.61005,0.101573,8.864546,0.103955,5.01684,0.005578,ISFEAPNAPHVFQKDWQPEVK,17.0,0.8834753444434679,0.011536168971421425,15.019080855538954,10.033722,0.0,0.057622,0.0,8 -115,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,43,Accession,22,43,xSFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,30.0,2588.894478,0.035723,6.982305,0.037823,5.307579,0.009264,ISFEAPNAPHVFQKDWQPEVKL,18.0,0.6480571988055552,0.0037309038020305,11.665029578499993,10.774211,0.0,0.021003,0.0,9 -168,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,43,Accession,22,43,xSFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,60.0,2589.757392,0.068358,7.845219,0.069479,5.316283,0.007468,ISFEAPNAPHVFQKDWQPEVKL,18.0,0.7281478894371013,0.006603010178675963,13.106662009867824,10.774211,0.0,0.021003,0.0,9 -221,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,43,Accession,22,43,xSFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,300.0,2590.602891,0.056307,8.690718,0.057662,5.321832,0.014752,ISFEAPNAPHVFQKDWQPEVKL,18.0,0.8066222204113137,0.005578065343188851,14.519199967403647,10.774211,0.0,0.021003,0.0,9 -274,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,43,Accession,22,43,xSFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,600.0,2590.834973,0.038334,8.9228,0.040298,5.310351,0.006322,ISFEAPNAPHVFQKDWQPEVKL,18.0,0.8281627304310265,0.004073768966676516,14.906929147758477,10.774211,0.0,0.021003,0.0,9 -327,,,,,,,,,,,,,,,,,,,,,,,,,,,,,21,43,Accession,22,43,xSFEApNApHVFQKDWQpEVKL,,,18.0,2580.3245,SecB his dimer apo,6000.00048,2592.365775,0.070006,10.453601,0.071101,5.309954,0.005508,ISFEAPNAPHVFQKDWQPEVKL,18.0,0.9702428326306215,0.0068648747740300275,17.464370987351188,10.774211,0.0,0.021003,0.0,9 -116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,33,Accession,25,33,xApNApHVF,,,6.0,981.4789,SecB his dimer apo,30.0,984.39394,0.029642,2.378079,0.032429,4.848829,0.003946,EAPNAPHVF,6.0,0.8028772300372795,0.012007915426510297,4.817263380223677,2.961946,0.0,0.018193,0.0,10 -169,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,33,Accession,25,33,xApNApHVF,,,6.0,981.4789,SecB his dimer apo,60.0,984.833836,0.009414,2.817975,0.016174,4.856428,0.00604,EAPNAPHVF,6.0,0.9513931043982571,0.00799792839900318,5.7083586263895425,2.961946,0.0,0.018193,0.0,10 -222,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,33,Accession,25,33,xApNApHVF,,,6.0,981.4789,SecB his dimer apo,300.0,985.028726,0.016392,3.012865,0.021016,4.862589,0.013638,EAPNAPHVF,6.0,1.0171910629025647,0.009454060249215432,6.1031463774153885,2.961946,0.0,0.018193,0.0,10 -275,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,33,Accession,25,33,xApNApHVF,,,6.0,981.4789,SecB his dimer apo,600.0,985.02796,0.01869,3.012099,0.022854,4.853031,0.004776,EAPNAPHVF,6.0,1.016932449139856,0.009927251696057944,6.101594694839136,2.961946,0.0,0.018193,0.0,10 -328,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,33,Accession,25,33,xApNApHVF,,,6.0,981.4789,SecB his dimer apo,6000.00048,985.043664,0.017466,3.027803,0.021864,4.854696,0.006634,EAPNAPHVF,6.0,1.0222343688912627,0.009690821800494732,6.133406213347577,2.961946,0.0,0.018193,0.0,10 -117,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,35,Accession,25,35,xApNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,30.0,1241.927729,0.020753,3.589783,0.027834,4.052444,0.007796,EAPNAPHVFQK,8.0,0.8306287290889881,0.007160352119518361,6.645029832711905,4.321766,0.0,0.016281,0.0,11 -170,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,35,Accession,25,35,xApNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,60.0,1242.388758,0.025718,4.050813,0.031709,4.066545,0.007012,EAPNAPHVFQK,8.0,0.9373050276206532,0.008142505406364043,7.498440220965225,4.321766,0.0,0.016281,0.0,11 -223,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,35,Accession,25,35,xApNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,300.0,1242.586029,0.018601,4.248083,0.026268,4.063967,0.006089,EAPNAPHVFQK,8.0,0.9829507196826482,0.007117233965785428,7.863605757461186,4.321766,0.0,0.016281,0.0,11 -276,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,35,Accession,25,35,xApNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,600.0,1242.585274,0.01029,4.247328,0.021211,4.053595,0.005054,EAPNAPHVFQK,8.0,0.9827760225796585,0.006147775821144883,7.862208180637268,4.321766,0.0,0.016281,0.0,11 -329,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,35,Accession,25,35,xApNApHVFQK,,,8.0,1237.6324,SecB his dimer apo,6000.00048,1242.589282,0.012208,4.251336,0.022205,4.06532,0.001628,EAPNAPHVFQK,8.0,0.9837034212402985,0.0063349483421744094,7.869627369922388,4.321766,0.0,0.016281,0.0,11 -118,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,42,Accession,25,42,xApNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,30.0,2126.760951,0.042787,5.429866,0.048047,4.591731,0.005279,EAPNAPHVFQKDWQPEVK,14.0,0.6587964232416494,0.006474904391904315,9.223149925383092,8.2421,0.0,0.035257,0.0,12 -171,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,42,Accession,25,42,xApNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,60.0,2127.707913,0.072255,6.376827,0.075489,4.598918,0.007554,EAPNAPHVFQKDWQPEVK,14.0,0.7736895936715157,0.009738572449282142,10.83165431140122,8.2421,0.0,0.035257,0.0,12 -224,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,42,Accession,25,42,xApNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,300.0,2128.199698,0.045843,6.868613,0.050788,4.603805,0.013559,EAPNAPHVFQKDWQPEVK,14.0,0.8333571541233422,0.007118884410952662,11.667000157726791,8.2421,0.0,0.035257,0.0,12 -277,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,42,Accession,25,42,xApNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,600.0,2128.385939,0.051916,7.054853,0.05633,4.594005,0.004503,EAPNAPHVFQKDWQPEVK,14.0,0.8559533371349534,0.007753440055725116,11.983346719889347,8.2421,0.0,0.035257,0.0,12 -330,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,42,Accession,25,42,xApNApHVFQKDWQpEVK,,,14.0,2120.056,SecB his dimer apo,6000.00048,2128.879933,0.165705,7.548848,0.16714,4.597945,0.00825,EAPNAPHVFQKDWQPEVK,14.0,0.9158889118064569,0.020653812174848355,12.822444765290397,8.2421,0.0,0.035257,0.0,12 -119,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,43,Accession,25,43,xApNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,30.0,2241.19136,0.101299,6.713472,0.104344,5.02668,0.006039,EAPNAPHVFQKDWQPEVKL,15.0,0.7464509934838843,0.0134063361587104,11.196764902258264,8.993855,0.0,0.080943,0.0,13 -172,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,43,Accession,25,43,xApNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,60.0,2241.9129,0.048929,7.435012,0.054956,5.033334,0.004724,EAPNAPHVFQKDWQPEVKL,15.0,0.8266768810482269,0.009627542142676884,12.400153215723403,8.993855,0.0,0.080943,0.0,13 -225,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,43,Accession,25,43,xApNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,300.0,2242.540628,0.042785,8.06274,0.049566,5.041427,0.013143,EAPNAPHVFQKDWQPEVKL,15.0,0.8964720912222846,0.009770675205732438,13.447081368334269,8.993855,0.0,0.080943,0.0,13 -278,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,43,Accession,25,43,xApNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,600.0,2242.690432,0.099259,8.212544,0.102365,5.02829,0.010021,EAPNAPHVFQKDWQPEVKL,15.0,0.9131283526363277,0.014038426944675709,13.696925289544916,8.993855,0.0,0.080943,0.0,13 -331,,,,,,,,,,,,,,,,,,,,,,,,,,,,,24,43,Accession,25,43,xApNApHVFQKDWQpEVKL,,,15.0,2233.14,SecB his dimer apo,6000.00048,2243.208436,0.02688,8.730548,0.036725,5.028354,0.005808,EAPNAPHVFQKDWQPEVKL,15.0,0.9707236774442106,0.00964350347426768,14.56085516166316,8.993855,0.0,0.080943,0.0,13 -120,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33,44,Accession,34,44,xKDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,30.0,1389.664316,0.017528,3.097785,0.021518,4.684426,0.004887,QKDWQPEVKLD,9.0,0.6821801860248179,0.013782668687165142,6.139621674223361,4.541007,0.0,0.086153,0.0,14 -173,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33,44,Accession,34,44,xKDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,60.0,1389.933731,0.025593,3.3672,0.028474,4.694064,0.007933,QKDWQPEVKLD,9.0,0.741509537421986,0.015402243871596694,6.673585836797874,4.541007,0.0,0.086153,0.0,14 -226,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33,44,Accession,34,44,xKDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,300.0,1390.304679,0.013328,3.738148,0.018259,4.698442,0.011592,QKDWQPEVKLD,9.0,0.8231980263408535,0.016127196231005836,7.4087822370676815,4.541007,0.0,0.086153,0.0,14 -279,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33,44,Accession,34,44,xKDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,600.0,1390.396595,0.018467,3.830065,0.022289,4.687205,0.003208,QKDWQPEVKLD,9.0,0.8434395718835052,0.01673779542828841,7.590956146951546,4.541007,0.0,0.086153,0.0,14 -332,,,,,,,,,,,,,,,,,,,,,,,,,,,,,33,44,Accession,34,44,xKDWQpEVKLD,,,9.0,1385.706,SecB his dimer apo,6000.00048,1390.991503,0.046441,4.424972,0.048089,4.690126,0.006126,QKDWQPEVKLD,9.0,0.9744472977029106,0.02130568021256627,8.770025679326196,4.541007,0.0,0.086153,0.0,14 -121,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,42,Accession,36,42,xWQpEVK,,,5.0,901.4414,SecB his dimer apo,30.0,903.75515,0.005775,1.832991,0.010561,4.503151,0.005956,DWQPEVK,5.0,0.6608697564612684,0.006917481634283018,3.3043487823063424,2.773604,0.0,0.024238,0.0,15 -174,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,42,Accession,36,42,xWQpEVK,,,5.0,901.4414,SecB his dimer apo,60.0,903.891642,0.013706,1.969483,0.016311,4.514095,0.007818,DWQPEVK,5.0,0.7100808190354498,0.008549212728251807,3.550404095177249,2.773604,0.0,0.024238,0.0,15 -227,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,42,Accession,36,42,xWQpEVK,,,5.0,901.4414,SecB his dimer apo,300.0,904.248311,0.014894,2.326152,0.017321,4.519526,0.013875,DWQPEVK,5.0,0.838674879326681,0.009628803958145613,4.193374396633406,2.773604,0.0,0.024238,0.0,15 -280,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,42,Accession,36,42,xWQpEVK,,,5.0,901.4414,SecB his dimer apo,600.0,904.399197,0.018624,2.477038,0.020616,4.509881,0.00312,DWQPEVK,5.0,0.8930755796429481,0.010777632875053003,4.465377898214741,2.773604,0.0,0.024238,0.0,15 -333,,,,,,,,,,,,,,,,,,,,,,,,,,,,,35,42,Accession,36,42,xWQpEVK,,,5.0,901.4414,SecB his dimer apo,6000.00048,904.792772,0.002837,2.870613,0.009286,4.512609,0.005075,DWQPEVK,5.0,1.0349757932278725,0.009644234069064178,5.174878966139362,2.773604,0.0,0.024238,0.0,15 -122,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37,47,Accession,39,47,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,30.0,1160.960552,0.008083,2.720936,0.019416,4.098658,0.005581,QPEVKLDLDT,8.0,0.7859874296826569,0.005613018065634918,6.287899437461255,3.461806,0.0,0.000977,0.0,16 -175,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37,47,Accession,39,47,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,60.0,1161.094798,0.011801,2.855183,0.021235,4.111295,0.007444,QPEVKLDLDT,8.0,0.8247668991272185,0.006138496252056717,6.598135193017748,3.461806,0.0,0.000977,0.0,16 -228,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37,47,Accession,39,47,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,300.0,1161.448646,0.026355,3.209031,0.031721,4.117228,0.009645,QPEVKLDLDT,8.0,0.9269817546101659,0.009166870142261207,7.415854036881327,3.461806,0.0,0.000977,0.0,16 -281,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37,47,Accession,39,47,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,600.0,1161.563616,0.029365,3.324001,0.034263,4.102315,0.00316,QPEVKLDLDT,8.0,0.9601927433253047,0.009901144120709669,7.6815419466024375,3.461806,0.0,0.000977,0.0,16 -334,,,,,,,,,,,,,,,,,,,,,,,,,,,,,37,47,Accession,39,47,xxEVKLDLDT,,,8.0,1157.6048,SecB his dimer apo,6000.00048,1161.972993,0.017672,3.733378,0.024979,4.111714,0.002711,QPEVKLDLDT,8.0,1.0784480701691546,0.0072220142013354515,8.627584561353236,3.461806,0.0,0.000977,0.0,16 -70,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,52,Accession,43,52,xDLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,10.020000000000001,1065.956886,0.025176,2.87659,0.025938,5.209874,0.001885,LDLDTASSQL,9.0,0.5105233921190362,0.005541546915725592,4.5947105290713255,5.63459,0.0,0.03405,0.0,17 -123,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,52,Accession,43,52,xDLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,30.0,1066.104522,0.033797,3.024226,0.034369,5.208222,0.006077,LDLDTASSQL,9.0,0.5367251210824567,0.006908372900011365,4.8305260897421105,5.63459,0.0,0.03405,0.0,17 -176,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,52,Accession,43,52,xDLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,60.0,1066.176227,0.054235,3.09593,0.054593,5.216576,0.005834,LDLDTASSQL,9.0,0.5494508029865527,0.010242048932574372,4.9450572268789745,5.63459,0.0,0.03405,0.0,17 -229,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,52,Accession,43,52,xDLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,300.0,1066.516829,0.050236,3.436532,0.050622,5.223983,0.014424,LDLDTASSQL,9.0,0.6098992118326267,0.009710761302631614,5.4890929064936405,5.63459,0.0,0.03405,0.0,17 -282,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,52,Accession,43,52,xDLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,600.0,1066.797389,0.010572,3.717092,0.012277,5.211716,0.007053,LDLDTASSQL,9.0,0.6596916545835633,0.004543117929630306,5.937224891252069,5.63459,0.0,0.03405,0.0,17 -335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,52,Accession,43,52,xDLDTASSQL,,,9.0,1062.5313,SecB his dimer apo,6000.00048,1067.991769,0.026987,4.911472,0.027699,5.212586,0.00585,LDLDTASSQL,9.0,0.8716644866795986,0.0072050286032986745,7.844980380116388,5.63459,0.0,0.03405,0.0,17 -71,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,55,Accession,43,55,xDLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,10.020000000000001,1368.30139,0.027224,3.975057,0.029678,5.029944,0.002264,LDLDTASSQLADD,12.0,0.5719967364276833,0.007489629823142912,6.8639608371322005,6.94944,0.0,0.074753,0.0,18 -124,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,55,Accession,43,55,xDLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,30.0,1368.735764,0.012319,4.409431,0.01707,5.024053,0.00515,LDLDTASSQLADD,12.0,0.6345016289082285,0.007253689296927418,7.614019546898742,6.94944,0.0,0.074753,0.0,18 -177,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,55,Accession,43,55,xDLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,60.0,1368.900658,0.050715,4.574325,0.052074,5.033532,0.004584,LDLDTASSQLADD,12.0,0.6582292961735046,0.010309252437862116,7.898751554082055,6.94944,0.0,0.074753,0.0,18 -230,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,55,Accession,43,55,xDLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,300.0,1369.283965,0.091715,4.957632,0.092473,5.040007,0.013148,LDLDTASSQLADD,12.0,0.7133858267716535,0.015360639971027611,8.560629921259842,6.94944,0.0,0.074753,0.0,18 -283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,55,Accession,43,55,xDLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,600.0,1369.571277,0.012341,5.244944,0.017086,5.029031,0.008783,LDLDTASSQLADD,12.0,0.7547290141363909,0.008482513261277766,9.056748169636691,6.94944,0.0,0.074753,0.0,18 -336,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,55,Accession,43,55,xDLDTASSQLADD,,,12.0,1363.6223,SecB his dimer apo,6000.00048,1370.624211,0.022885,6.297878,0.025755,5.027095,0.006761,LDLDTASSQLADD,12.0,0.9062425173826956,0.010428888871061638,10.874910208592347,6.94944,0.0,0.074753,0.0,18 -72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,57,Accession,43,57,xDLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,10.020000000000001,1630.925545,0.040807,4.293703,0.054675,5.652373,0.002254,LDLDTASSQLADDVY,14.0,0.5101794009433149,0.007077230531408868,7.142511613206409,8.416065,0.0,0.046315,0.0,19 -125,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,57,Accession,43,57,xDLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,30.0,1631.388739,0.01795,4.756897,0.040575,5.651652,0.008225,LDLDTASSQLADDVY,14.0,0.5652162857582493,0.005737459194328165,7.9130280006154905,8.416065,0.0,0.046315,0.0,19 -178,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,57,Accession,43,57,xDLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,60.0,1631.636446,0.04744,5.004605,0.059789,5.6604,0.006344,LDLDTASSQLADDVY,14.0,0.5946490432286348,0.007821630942826962,8.325086605200887,8.416065,0.0,0.046315,0.0,19 -231,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,57,Accession,43,57,xDLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,300.0,1632.050435,0.041469,5.418593,0.055171,5.664441,0.01412,LDLDTASSQLADDVY,14.0,0.643839252667369,0.007451692434450311,9.013749537343166,8.416065,0.0,0.046315,0.0,19 -284,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,57,Accession,43,57,xDLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,600.0,1632.363102,0.029001,5.73126,0.046532,5.654105,0.004907,LDLDTASSQLADDVY,14.0,0.6809904628825942,0.0066793574160039434,9.53386648035632,8.416065,0.0,0.046315,0.0,19 -337,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,57,Accession,43,57,xDLDTASSQLADDVY,,,14.0,1625.7541,SecB his dimer apo,6000.00048,1634.003149,0.031416,7.371307,0.048074,5.652991,0.008021,LDLDTASSQLADDVY,14.0,0.8758614625718789,0.007474048281591363,12.262060476006305,8.416065,0.0,0.046315,0.0,19 -73,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,58,Accession,43,58,xDLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,10.020000000000001,1760.138159,0.020293,4.361438,0.026552,5.595306,0.002199,LDLDTASSQLADDVYE,15.0,0.4957673044459188,0.003373757573996273,7.436509566688782,8.797349,0.0,0.026752,0.0,20 -126,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,58,Accession,43,58,xDLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,30.0,1760.626563,0.015604,4.849842,0.023166,5.595273,0.009081,LDLDTASSQLADDVYE,15.0,0.5512844835415759,0.00312163154076726,8.269267253123639,8.797349,0.0,0.026752,0.0,20 -179,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,58,Accession,43,58,xDLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,60.0,1760.878145,0.060327,5.101423,0.06271,5.603714,0.007175,LDLDTASSQLADDVYE,15.0,0.5798818484977689,0.007343153973957629,8.698227727466534,8.797349,0.0,0.026752,0.0,20 -232,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,58,Accession,43,58,xDLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,300.0,1761.327218,0.059999,5.550497,0.062394,5.607937,0.015669,LDLDTASSQLADDVYE,15.0,0.6309283626237858,0.007347288729393858,9.463925439356787,8.797349,0.0,0.026752,0.0,20 -285,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,58,Accession,43,58,xDLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,600.0,1761.641615,0.04907,5.864894,0.051972,5.597144,0.005828,LDLDTASSQLADDVYE,15.0,0.6666660604234298,0.0062458492507967475,9.999990906351448,8.797349,0.0,0.026752,0.0,20 -338,,,,,,,,,,,,,,,,,,,,,,,,,,,,,42,58,Accession,43,58,xDLDTASSQLADDVYE,,,15.0,1754.7967,SecB his dimer apo,6000.00048,1763.716546,0.036301,7.939825,0.040136,5.594438,0.007921,LDLDTASSQLADDVYE,15.0,0.9025247264829438,0.005324163924318604,13.537870897244156,8.797349,0.0,0.026752,0.0,20 -74,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,52,Accession,44,52,xLDTASSQL,,,8.0,949.4473,SecB his dimer apo,10.020000000000001,952.09384,0.040725,2.159795,0.042515,4.818418,0.00173,DLDTASSQL,8.0,0.4743024457003916,0.009585840269907178,3.7944195656031328,4.553624,0.0,0.020853,0.0,21 -127,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,52,Accession,44,52,xLDTASSQL,,,8.0,949.4473,SecB his dimer apo,30.0,952.111411,0.001459,2.177366,0.012295,4.817572,0.005181,DLDTASSQL,8.0,0.47816113056326126,0.0034763578601376102,3.82528904450609,4.553624,0.0,0.020853,0.0,21 -180,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,52,Accession,44,52,xLDTASSQL,,,8.0,949.4473,SecB his dimer apo,60.0,952.207407,0.029056,2.273362,0.031517,4.824815,0.005833,DLDTASSQL,8.0,0.4992423616881851,0.0072891232308535114,3.9939388935054807,4.553624,0.0,0.020853,0.0,21 -233,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,52,Accession,44,52,xLDTASSQL,,,8.0,949.4473,SecB his dimer apo,300.0,952.547893,0.005895,2.613848,0.013557,4.83126,0.014278,DLDTASSQL,8.0,0.5740148945103943,0.0039715881610718285,4.592119156083155,4.553624,0.0,0.020853,0.0,21 -286,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,52,Accession,44,52,xLDTASSQL,,,8.0,949.4473,SecB his dimer apo,600.0,952.793782,0.005115,2.859737,0.013236,4.822143,0.004704,DLDTASSQL,8.0,0.6280134240332534,0.004089001102506556,5.0241073922660275,4.553624,0.0,0.020853,0.0,21 -339,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43,52,Accession,44,52,xLDTASSQL,,,8.0,949.4473,SecB his dimer apo,6000.00048,954.063903,0.009972,4.129858,0.015763,4.823119,0.007136,DLDTASSQL,8.0,0.9069387371465012,0.005406711204380036,7.25550989717201,4.553624,0.0,0.020853,0.0,21 -75,,,,,,,,,,,,,,,,,,,,,,,,,,,,,45,52,Accession,46,52,xTASSQL,,,6.0,721.3363,SecB his dimer apo,10.020000000000001,723.093076,0.014228,1.396783,0.020947,4.205576,0.001614,DTASSQL,6.0,0.4363331078959823,0.006604452638193359,2.617998647375894,3.201185,0.0,0.006567,0.0,22 -128,,,,,,,,,,,,,,,,,,,,,,,,,,,,,45,52,Accession,46,52,xTASSQL,,,6.0,721.3363,SecB his dimer apo,30.0,723.116935,0.032336,1.420643,0.035804,4.202202,0.005829,DTASSQL,6.0,0.44378659777551127,0.011221598895993952,2.6627195866530675,3.201185,0.0,0.006567,0.0,22 -181,,,,,,,,,,,,,,,,,,,,,,,,,,,,,45,52,Accession,46,52,xTASSQL,,,6.0,721.3363,SecB his dimer apo,60.0,723.214429,0.009316,1.518136,0.017976,4.211864,0.003438,DTASSQL,6.0,0.47424188230295966,0.00569907270547799,2.845451293817758,3.201185,0.0,0.006567,0.0,22 -234,,,,,,,,,,,,,,,,,,,,,,,,,,,,,45,52,Accession,46,52,xTASSQL,,,6.0,721.3363,SecB his dimer apo,300.0,723.461794,0.013413,1.765501,0.020402,4.220186,0.015203,DTASSQL,6.0,0.5515148296646398,0.006472909339510744,3.309088977987839,3.201185,0.0,0.006567,0.0,22 -287,,,,,,,,,,,,,,,,,,,,,,,,,,,,,45,52,Accession,46,52,xTASSQL,,,6.0,721.3363,SecB his dimer apo,600.0,723.681705,0.043556,1.985412,0.046189,4.209094,0.006576,DTASSQL,6.0,0.6202115779000589,0.01448470706953156,3.7212694674003535,3.201185,0.0,0.006567,0.0,22 -340,,,,,,,,,,,,,,,,,,,,,,,,,,,,,45,52,Accession,46,52,xTASSQL,,,6.0,721.3363,SecB his dimer apo,6000.00048,724.601407,0.036096,2.905114,0.039233,4.210498,0.006245,DTASSQL,6.0,0.907512061939563,0.012396366697591227,5.445072371637378,3.201185,0.0,0.006567,0.0,22 -76,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,69,Accession,62,69,xVTVTASL,,,7.0,846.5043,SecB his dimer apo,10.020000000000001,847.379387,0.039829,0.424221,0.043971,4.617826,0.001994,RVTVTASL,7.0,0.11232253877676167,0.011675907691502353,0.7862577714373317,3.776811,0.0,0.029739,0.0,23 -129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,69,Accession,62,69,xVTVTASL,,,7.0,846.5043,SecB his dimer apo,30.0,847.853642,0.028138,0.898476,0.033747,4.614405,0.00587,RVTVTASL,7.0,0.2378927619094522,0.009129552131803555,1.6652493333661653,3.776811,0.0,0.029739,0.0,23 -182,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,69,Accession,62,69,xVTVTASL,,,7.0,846.5043,SecB his dimer apo,60.0,848.320349,0.045398,1.365183,0.049072,4.623688,0.00708,RVTVTASL,7.0,0.36146447359955264,0.013301061152326474,2.5302513151968684,3.776811,0.0,0.029739,0.0,23 -235,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,69,Accession,62,69,xVTVTASL,,,7.0,846.5043,SecB his dimer apo,300.0,848.932887,0.016516,1.977721,0.024896,4.629619,0.012764,RVTVTASL,7.0,0.5236483901365464,0.0077751638592490945,3.665538730955825,3.776811,0.0,0.029739,0.0,23 -288,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,69,Accession,62,69,xVTVTASL,,,7.0,846.5043,SecB his dimer apo,600.0,849.157436,0.032877,2.202269,0.037788,4.619745,0.002409,RVTVTASL,7.0,0.5831027816853954,0.011008470132326111,4.081719471797768,3.776811,0.0,0.029739,0.0,23 -341,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,69,Accession,62,69,xVTVTASL,,,7.0,846.5043,SecB his dimer apo,6000.00048,850.462452,0.004315,3.507286,0.019123,4.623359,0.006072,RVTVTASL,7.0,0.928636884397975,0.008894081335994508,6.5004581907858245,3.776811,0.0,0.029739,0.0,23 -77,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,75,Accession,62,75,xVTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,10.020000000000001,1483.886507,0.045501,2.272383,0.057747,5.255959,0.001222,RVTVTASLGEETAF,13.0,0.31439840347949377,0.008147902873753821,4.087179245233419,7.227718,0.0,0.036737,0.0,24 -130,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,75,Accession,62,75,xVTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,30.0,1484.444146,0.043051,2.830022,0.055838,5.253455,0.00815,RVTVTASLGEETAF,13.0,0.3915512475721936,0.007977763432616441,5.090166218438517,7.227718,0.0,0.036737,0.0,24 -183,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,75,Accession,62,75,xVTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,60.0,1485.09655,0.044359,3.482426,0.056852,5.262732,0.002888,RVTVTASLGEETAF,13.0,0.4818154222397719,0.008238247725924297,6.263600489117035,7.227718,0.0,0.036737,0.0,24 -236,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,75,Accession,62,75,xVTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,300.0,1485.8572,0.0696,4.243076,0.078158,5.269738,0.016869,RVTVTASLGEETAF,13.0,0.5870561081658139,0.011217778684874502,7.63172940615558,7.227718,0.0,0.036737,0.0,24 -289,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,75,Accession,62,75,xVTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,600.0,1486.312851,0.032861,4.698728,0.048418,5.257246,0.006705,RVTVTASLGEETAF,13.0,0.6500984128047054,0.007469552274151486,8.45127936646117,7.227718,0.0,0.036737,0.0,24 -342,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,75,Accession,62,75,xVTVTASLGEETAF,,,13.0,1480.7642,SecB his dimer apo,6000.00048,1487.933006,0.064456,6.318883,0.073614,5.259236,0.005269,RVTVTASLGEETAF,13.0,0.8742569923176304,0.011112134927917969,11.365340900129196,7.227718,0.0,0.036737,0.0,24 -78,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,76,Accession,62,76,xVTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,10.020000000000001,1596.9683,0.044797,2.247373,0.076934,5.713102,0.003167,RVTVTASLGEETAFL,14.0,0.29258036748348176,0.010169249299931843,4.096125144768744,7.681216,0.0,0.046195,0.0,25 -131,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,76,Accession,62,76,xVTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,30.0,1597.440825,0.054545,2.719897,0.082989,5.715338,0.009221,RVTVTASLGEETAFL,14.0,0.3540971898199452,0.011012020933810622,4.957360657479233,7.681216,0.0,0.046195,0.0,25 -184,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,76,Accession,62,76,xVTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,60.0,1598.083426,0.016181,3.362499,0.064606,5.72512,0.007586,RVTVTASLGEETAFL,14.0,0.4377560792457861,0.008813305077712554,6.128585109441005,7.681216,0.0,0.046195,0.0,25 -237,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,76,Accession,62,76,xVTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,300.0,1598.892891,0.041146,4.171964,0.074867,5.726139,0.015627,RVTVTASLGEETAFL,14.0,0.5431384822403119,0.0102795468368335,7.603938751364367,7.681216,0.0,0.046195,0.0,25 -290,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,76,Accession,62,76,xVTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,600.0,1599.321955,0.093639,4.601027,0.112607,5.720269,0.006537,RVTVTASLGEETAFL,14.0,0.5989972160657896,0.01509616453085083,8.385961024921054,7.681216,0.0,0.046195,0.0,25 -343,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61,76,Accession,62,76,xVTVTASLGEETAFL,,,14.0,1593.8483,SecB his dimer apo,6000.00048,1601.255344,0.106428,6.534417,0.123446,5.720146,0.009178,RVTVTASLGEETAFL,14.0,0.8507008525733426,0.016865846854616878,11.909811936026797,7.681216,0.0,0.046195,0.0,25 -79,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62,69,Accession,63,69,xTVTASL,,,6.0,690.4032,SecB his dimer apo,10.020000000000001,691.229673,0.032522,0.465607,0.040075,4.945785,0.001083,VTVTASL,6.0,0.14224074066719558,0.01228526978015151,0.8534444440031734,3.273373,0.0,0.023509,0.0,26 -132,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62,69,Accession,63,69,xTVTASL,,,6.0,690.4032,SecB his dimer apo,30.0,691.806803,0.029898,1.042738,0.037976,4.945487,0.004496,VTVTASL,6.0,0.3185515369009276,0.0118249134148051,1.9113092214055656,3.273373,0.0,0.023509,0.0,26 -185,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62,69,Accession,63,69,xTVTASL,,,6.0,690.4032,SecB his dimer apo,60.0,692.249863,0.031299,1.485798,0.039089,4.95476,0.004384,VTVTASL,6.0,0.45390427549808715,0.012378466122614262,2.723425652988523,3.273373,0.0,0.023509,0.0,26 -238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62,69,Accession,63,69,xTVTASL,,,6.0,690.4032,SecB his dimer apo,300.0,692.775434,0.017349,2.011368,0.029142,4.960855,0.013688,VTVTASL,6.0,0.6144634296183172,0.0099364721651371,3.6867805777099036,3.273373,0.0,0.023509,0.0,26 -291,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62,69,Accession,63,69,xTVTASL,,,6.0,690.4032,SecB his dimer apo,600.0,692.938152,0.024059,2.174087,0.033572,4.95305,0.004021,VTVTASL,6.0,0.6641733160260075,0.011311074660229369,3.985039896156045,3.273373,0.0,0.023509,0.0,26 -344,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62,69,Accession,63,69,xTVTASL,,,6.0,690.4032,SecB his dimer apo,6000.00048,693.821561,0.021133,3.057496,0.031542,4.956211,0.005902,VTVTASL,6.0,0.9340505955172234,0.011741029294906648,5.604303573103341,3.273373,0.0,0.023509,0.0,26 -80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64,76,Accession,65,76,xTASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,10.020000000000001,1240.704191,0.044873,2.396959,0.045119,5.93702,0.005226,VTASLGEETAFL,11.0,0.40492804337686367,0.010410708532729088,4.4542084771455,5.919469,0.0,0.103664,0.0,27 -133,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64,76,Accession,65,76,xTASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,30.0,1241.227102,0.05074,2.919869,0.050958,5.942935,0.007361,VTASLGEETAFL,11.0,0.49326535876782185,0.012195342811855782,5.42591894644604,5.919469,0.0,0.103664,0.0,27 -186,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64,76,Accession,65,76,xTASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,60.0,1241.721293,0.050466,3.414061,0.050685,5.948404,0.006859,VTASLGEETAFL,11.0,0.576751225489989,0.01324125762166352,6.34426348038988,5.919469,0.0,0.103664,0.0,27 -239,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64,76,Accession,65,76,xTASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,300.0,1242.321333,0.069607,4.014101,0.069765,5.9515,0.014447,VTASLGEETAFL,11.0,0.6781184258250191,0.01673108300018766,7.459302684075211,5.919469,0.0,0.103664,0.0,27 -292,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64,76,Accession,65,76,xTASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,600.0,1242.610821,0.02524,4.303589,0.025675,5.943988,0.007666,VTASLGEETAFL,11.0,0.7270228123502293,0.01345043442458058,7.997250935852522,5.919469,0.0,0.103664,0.0,27 -345,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64,76,Accession,65,76,xTASLGEETAFL,,,11.0,1237.6311,SecB his dimer apo,6000.00048,1243.748017,0.072431,5.440785,0.072583,5.943508,0.007335,VTASLGEETAFL,11.0,0.9191339628605201,0.02023459314135812,10.110473591465722,5.919469,0.0,0.103664,0.0,27 -81,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,75,Accession,67,75,xSLGEETAF,,,8.0,924.4309,SecB his dimer apo,10.020000000000001,927.410199,0.014838,2.463839,0.032825,5.295548,0.001576,ASLGEETAF,8.0,0.5459890670954497,0.0085363501283089,4.367912536763598,4.512616,0.0,0.036923,0.0,28 -134,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,75,Accession,67,75,xSLGEETAF,,,8.0,924.4309,SecB his dimer apo,30.0,927.740531,0.006406,2.794171,0.029972,5.293148,0.00709,ASLGEETAF,8.0,0.619190952653627,0.008353531587280036,4.953527621229016,4.512616,0.0,0.036923,0.0,28 -187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,75,Accession,67,75,xSLGEETAF,,,8.0,924.4309,SecB his dimer apo,60.0,928.048919,0.035058,3.102559,0.045677,5.303145,0.005427,ASLGEETAF,8.0,0.6875300269289476,0.011580257290562987,5.500240215431581,4.512616,0.0,0.036923,0.0,28 -240,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,75,Accession,67,75,xSLGEETAF,,,8.0,924.4309,SecB his dimer apo,300.0,928.455214,0.010532,3.508854,0.031116,5.310432,0.014147,ASLGEETAF,8.0,0.7775653855767918,0.009382052098482786,6.220523084614334,4.512616,0.0,0.036923,0.0,28 -293,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,75,Accession,67,75,xSLGEETAF,,,8.0,924.4309,SecB his dimer apo,600.0,928.642287,0.009768,3.695927,0.030866,5.298644,0.006123,ASLGEETAF,8.0,0.8190209404035265,0.009575649972317895,6.552167523228212,4.512616,0.0,0.036923,0.0,28 -346,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,75,Accession,67,75,xSLGEETAF,,,8.0,924.4309,SecB his dimer apo,6000.00048,929.285959,0.034198,4.339599,0.04502,5.299625,0.006207,ASLGEETAF,8.0,0.961659268149561,0.012706011817733098,7.693274145196488,4.512616,0.0,0.036923,0.0,28 -82,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,76,Accession,67,76,xSLGEETAFL,,,9.0,1037.515,SecB his dimer apo,10.020000000000001,1040.539191,0.026254,2.42588,0.034865,5.900452,0.004939,ASLGEETAFL,9.0,0.5029867612146093,0.00783546468816537,4.526880850931484,4.82295,0.0,0.028983,0.0,29 -135,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,76,Accession,67,76,xSLGEETAFL,,,9.0,1037.515,SecB his dimer apo,30.0,1040.896505,0.030778,2.783195,0.038387,5.904494,0.009086,ASLGEETAFL,9.0,0.5770731606174645,0.008681906126721574,5.193658445557181,4.82295,0.0,0.028983,0.0,29 -188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,76,Accession,67,76,xSLGEETAFL,,,9.0,1037.515,SecB his dimer apo,60.0,1041.15985,0.058317,3.046539,0.062667,5.910941,0.006834,ASLGEETAFL,9.0,0.6316754268653003,0.013536637127146553,5.6850788417877025,4.82295,0.0,0.028983,0.0,29 -241,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,76,Accession,67,76,xSLGEETAFL,,,9.0,1037.515,SecB his dimer apo,300.0,1041.630761,0.013582,3.517451,0.02666,5.915555,0.015116,ASLGEETAFL,9.0,0.7293152531127215,0.0070543818214231155,6.563837278014494,4.82295,0.0,0.028983,0.0,29 -294,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,76,Accession,67,76,xSLGEETAFL,,,9.0,1037.515,SecB his dimer apo,600.0,1041.814198,0.004128,3.700888,0.023309,5.905831,0.006975,ASLGEETAFL,9.0,0.76734944380514,0.006679923513153524,6.90614499424626,4.82295,0.0,0.028983,0.0,29 -347,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66,76,Accession,67,76,xSLGEETAFL,,,9.0,1037.515,SecB his dimer apo,6000.00048,1042.770864,0.028208,4.657553,0.036359,5.905697,0.007416,ASLGEETAFL,9.0,0.9657062586176511,0.009513731706464853,8.69135632755886,4.82295,0.0,0.028983,0.0,29 -83,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75,85,Accession,76,85,xCEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,10.020000000000001,1094.391404,0.017863,0.170328,0.022304,5.731843,0.003278,LCEVQQGGIF,9.0,0.06944093944709963,0.009121839852346644,0.6249684550238966,2.452847,0.0,0.025554,0.0,30 -136,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75,85,Accession,76,85,xCEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,30.0,1094.441856,0.021246,0.22078,0.025094,5.734349,0.008993,LCEVQQGGIF,9.0,0.09000969077973472,0.010273446760192834,0.8100872170176125,2.452847,0.0,0.025554,0.0,30 -189,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75,85,Accession,76,85,xCEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,60.0,1094.523658,0.045139,0.302582,0.047073,5.743076,0.007396,LCEVQQGGIF,9.0,0.12335950835906194,0.019234152248297737,1.1102355752315574,2.452847,0.0,0.025554,0.0,30 -242,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75,85,Accession,76,85,xCEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,300.0,1094.933602,0.030699,0.712526,0.033478,5.74714,0.014603,LCEVQQGGIF,9.0,0.29048937826126126,0.01398012384769905,2.6144044043513515,2.452847,0.0,0.025554,0.0,30 -295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75,85,Accession,76,85,xCEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,600.0,1095.180335,0.01381,0.95926,0.019211,5.738497,0.005882,LCEVQQGGIF,9.0,0.3910802426731059,0.008828486541262169,3.5197221840579536,2.452847,0.0,0.025554,0.0,30 -348,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75,85,Accession,76,85,xCEVQQGGIF,,,9.0,1093.5347,SecB his dimer apo,6000.00048,1097.19072,0.080499,2.969645,0.0816,5.738393,0.008548,LCEVQQGGIF,9.0,1.2106931251725035,0.03557829341325947,10.896238126552532,2.452847,0.0,0.025554,0.0,30 -84,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76,85,Accession,77,85,xEVQQGGIF,,,8.0,980.4506,SecB his dimer apo,10.020000000000001,981.212183,0.021051,0.186187,0.024975,5.505962,0.002151,CEVQQGGIF,8.0,0.08290844611955146,0.011325787624033462,0.6632675689564117,2.245694,0.0,0.058034,0.0,31 -137,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76,85,Accession,77,85,xEVQQGGIF,,,8.0,980.4506,SecB his dimer apo,30.0,981.268149,0.007113,0.242153,0.015205,5.50693,0.008415,CEVQQGGIF,8.0,0.10782991805651172,0.007321739926735047,0.8626393444520938,2.245694,0.0,0.058034,0.0,31 -190,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76,85,Accession,77,85,xEVQQGGIF,,,8.0,980.4506,SecB his dimer apo,60.0,981.329524,0.028662,0.303528,0.031656,5.517115,0.00801,CEVQQGGIF,8.0,0.1351599995368915,0.014522602441074254,1.081279996295132,2.245694,0.0,0.058034,0.0,31 -243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76,85,Accession,77,85,xEVQQGGIF,,,8.0,980.4506,SecB his dimer apo,300.0,981.705684,0.005094,0.679688,0.014372,5.521484,0.01549,CEVQQGGIF,8.0,0.3026627848673951,0.010106116913212256,2.421302278939161,2.245694,0.0,0.058034,0.0,31 -296,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76,85,Accession,77,85,xEVQQGGIF,,,8.0,980.4506,SecB his dimer apo,600.0,981.943695,0.023211,0.917699,0.02682,5.511461,0.005397,CEVQQGGIF,8.0,0.4086482842275039,0.015942223584056243,3.269186273820031,2.245694,0.0,0.058034,0.0,31 -349,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76,85,Accession,77,85,xEVQQGGIF,,,8.0,980.4506,SecB his dimer apo,6000.00048,983.748652,0.060591,2.722656,0.062063,5.511573,0.007287,CEVQQGGIF,8.0,1.2123895775648865,0.0417780333641294,9.699116620519092,2.245694,0.0,0.058034,0.0,31 -85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,78,85,Accession,79,85,xQQGGIF,,,6.0,748.3988,SecB his dimer apo,10.020000000000001,748.947644,0.019919,0.163171,0.021914,5.402646,0.002178,VQQGGIF,6.0,0.1101147434889498,0.014890587260341141,0.6606884609336988,1.481827,0.0,0.023424,0.0,32 -138,,,,,,,,,,,,,,,,,,,,,,,,,,,,,78,85,Accession,79,85,xQQGGIF,,,6.0,748.3988,SecB his dimer apo,30.0,748.969183,0.003546,0.18471,0.0098,5.403124,0.008354,VQQGGIF,6.0,0.12465017846212818,0.006900748809555226,0.7479010707727691,1.481827,0.0,0.023424,0.0,32 -191,,,,,,,,,,,,,,,,,,,,,,,,,,,,,78,85,Accession,79,85,xQQGGIF,,,6.0,748.3988,SecB his dimer apo,60.0,749.024668,0.027826,0.240195,0.029287,5.412087,0.007516,VQQGGIF,6.0,0.16209382066867453,0.01992951691585831,0.9725629240120472,1.481827,0.0,0.023424,0.0,32 -244,,,,,,,,,,,,,,,,,,,,,,,,,,,,,78,85,Accession,79,85,xQQGGIF,,,6.0,748.3988,SecB his dimer apo,300.0,749.286983,0.021173,0.50251,0.02306,5.418316,0.014865,VQQGGIF,6.0,0.33911515986684004,0.01645926787118219,2.0346909592010403,1.481827,0.0,0.023424,0.0,32 -297,,,,,,,,,,,,,,,,,,,,,,,,,,,,,78,85,Accession,79,85,xQQGGIF,,,6.0,748.3988,SecB his dimer apo,600.0,749.460617,0.031251,0.676144,0.032559,5.406991,0.006707,VQQGGIF,6.0,0.4562907815824654,0.023125795252825536,2.737744689494792,1.481827,0.0,0.023424,0.0,32 -350,,,,,,,,,,,,,,,,,,,,,,,,,,,,,78,85,Accession,79,85,xQQGGIF,,,6.0,748.3988,SecB his dimer apo,6000.00048,750.638671,0.003243,1.854198,0.009694,5.407504,0.007121,VQQGGIF,6.0,1.2512918174658716,0.020833572359649697,7.5077509047952296,1.481827,0.0,0.023424,0.0,32 -86,,,,,,,,,,,,,,,,,,,,,,,,,,,,,85,94,Accession,86,94,xIAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,10.020000000000001,879.426924,0.021415,3.523403,0.029276,4.537827,0.001392,SIAGIEGTQ,8.0,0.7466828546004115,0.00800275704687903,5.973462836803292,4.718741,0.0,0.031945,0.0,33 -139,,,,,,,,,,,,,,,,,,,,,,,,,,,,,85,94,Accession,86,94,xIAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,30.0,880.001234,0.03778,4.097712,0.042729,4.534247,0.006589,SIAGIEGTQ,8.0,0.868390954282085,0.010796153020734674,6.94712763425668,4.718741,0.0,0.031945,0.0,33 -192,,,,,,,,,,,,,,,,,,,,,,,,,,,,,85,94,Accession,86,94,xIAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,60.0,880.392415,0.047309,4.488893,0.051348,4.544339,0.007431,SIAGIEGTQ,8.0,0.9512903971631417,0.012644607907667258,7.610323177305133,4.718741,0.0,0.031945,0.0,33 -245,,,,,,,,,,,,,,,,,,,,,,,,,,,,,85,94,Accession,86,94,xIAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,300.0,880.539878,0.043976,4.636357,0.048294,4.551191,0.014343,SIAGIEGTQ,8.0,0.9825411057737647,0.012206115077486734,7.860328846190118,4.718741,0.0,0.031945,0.0,33 -298,,,,,,,,,,,,,,,,,,,,,,,,,,,,,85,94,Accession,86,94,xIAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,600.0,880.552586,0.01281,4.649065,0.023719,4.540886,0.003883,SIAGIEGTQ,8.0,0.9852341970029719,0.008351835945265751,7.881873576023775,4.718741,0.0,0.031945,0.0,33 -351,,,,,,,,,,,,,,,,,,,,,,,,,,,,,85,94,Accession,86,94,xIAGIEGTQ,,,8.0,875.4469,SecB his dimer apo,6000.00048,880.464822,0.013623,4.5613,0.024168,4.543502,0.004216,SIAGIEGTQ,8.0,0.96663495623091,0.008309933950204575,7.73307964984728,4.718741,0.0,0.031945,0.0,33 -87,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,107,Accession,100,107,xAYCpNIL,,,6.0,850.4128,SecB his dimer apo,10.020000000000001,851.528733,0.02009,0.566388,0.029437,5.69938,0.00338,GAYCPNIL,6.0,0.17270980844173664,0.00906177680086335,1.0362588506504198,3.27942,0.0,0.02358,0.0,34 -140,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,107,Accession,100,107,xAYCpNIL,,,6.0,850.4128,SecB his dimer apo,30.0,852.177643,0.018513,1.215299,0.028384,5.70213,0.009518,GAYCPNIL,6.0,0.37058351781717497,0.009056070758833312,2.2235011069030497,3.27942,0.0,0.02358,0.0,34 -193,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,107,Accession,100,107,xAYCpNIL,,,6.0,850.4128,SecB his dimer apo,60.0,852.72019,0.014496,1.757846,0.025943,5.711674,0.007546,GAYCPNIL,6.0,0.5360234431698289,0.008799781443320158,3.216140659018973,3.27942,0.0,0.02358,0.0,34 -246,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,107,Accession,100,107,xAYCpNIL,,,6.0,850.4128,SecB his dimer apo,300.0,853.593196,0.026004,2.630851,0.033751,5.716614,0.014708,GAYCPNIL,6.0,0.8022305773581914,0.01179802102331986,4.813383464149148,3.27942,0.0,0.02358,0.0,34 -299,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,107,Accession,100,107,xAYCpNIL,,,6.0,850.4128,SecB his dimer apo,600.0,853.771781,0.009799,2.809437,0.023642,5.707141,0.006801,GAYCPNIL,6.0,0.8566871580950289,0.009482412372595925,5.140122948570173,3.27942,0.0,0.02358,0.0,34 -352,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,107,Accession,100,107,xAYCpNIL,,,6.0,850.4128,SecB his dimer apo,6000.00048,854.29539,0.010918,3.333045,0.024127,5.708006,0.008663,GAYCPNIL,6.0,1.0163519768739593,0.010369754628821191,6.098111861243756,3.27942,0.0,0.02358,0.0,34 -88,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,108,Accession,100,108,xAYCpNILF,,,7.0,997.4812,SecB his dimer apo,10.020000000000001,998.724217,0.035334,0.584612,0.042063,6.38912,0.009469,GAYCPNILF,7.0,0.17516789825009482,0.01267560312299054,1.2261752877506638,3.337438,0.0,0.025744,0.0,35 -141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,108,Accession,100,108,xAYCpNILF,,,7.0,997.4812,SecB his dimer apo,30.0,999.448019,0.030864,1.308414,0.038385,6.396407,0.010771,GAYCPNILF,7.0,0.3920414401705739,0.011892261453738482,2.744290081194017,3.337438,0.0,0.025744,0.0,35 -194,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,108,Accession,100,108,xAYCpNILF,,,7.0,997.4812,SecB his dimer apo,60.0,1000.07765,0.031792,1.938045,0.039135,6.4038,0.007327,GAYCPNILF,7.0,0.5806984279558152,0.0125524870373971,4.064888995690707,3.337438,0.0,0.025744,0.0,35 -247,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,108,Accession,100,108,xAYCpNILF,,,7.0,997.4812,SecB his dimer apo,300.0,1001.047588,0.02175,2.907983,0.031526,6.407952,0.015301,GAYCPNILF,7.0,0.871321954145665,0.011593252687102913,6.099253679019656,3.337438,0.0,0.025744,0.0,35 -300,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,108,Accession,100,108,xAYCpNILF,,,7.0,997.4812,SecB his dimer apo,600.0,1001.297866,0.022472,3.158261,0.032029,6.397075,0.008168,GAYCPNILF,7.0,0.9463130101592898,0.012057527139390244,6.624191071115028,3.337438,0.0,0.025744,0.0,35 -353,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,108,Accession,100,108,xAYCpNILF,,,7.0,997.4812,SecB his dimer apo,6000.00048,1001.981061,0.028408,3.841455,0.03644,6.396779,0.007292,GAYCPNILF,7.0,1.1510191350371153,0.014072835389883931,8.057133945259807,3.337438,0.0,0.025744,0.0,35 -89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,113,Accession,100,113,xAYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,10.020000000000001,1523.953064,0.022672,1.233494,0.022918,5.722816,0.003713,GAYCPNILFPAARE,11.0,0.24190088937986196,0.0046513028333424146,2.6609097831784814,5.099171,0.0,0.025247,0.0,36 -142,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,113,Accession,100,113,xAYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,30.0,1524.811256,0.040411,2.091686,0.04055,5.724791,0.008379,GAYCPNILFPAARE,11.0,0.4102011876048087,0.00820753032154762,4.512213063652896,5.099171,0.0,0.025247,0.0,36 -195,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,113,Accession,100,113,xAYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,60.0,1525.563637,0.062083,2.844067,0.062173,5.733006,0.007317,GAYCPNILFPAARE,11.0,0.5577508579335739,0.01250158471916358,6.135259437269314,5.099171,0.0,0.025247,0.0,36 -248,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,113,Accession,100,113,xAYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,300.0,1526.980564,0.040125,4.260994,0.040265,5.735929,0.014756,GAYCPNILFPAARE,11.0,0.8356248496079068,0.0089146200777252,9.191873345686975,5.099171,0.0,0.025247,0.0,36 -301,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,113,Accession,100,113,xAYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,600.0,1527.411841,0.026202,4.69227,0.026415,5.727736,0.006975,GAYCPNILFPAARE,11.0,0.9202025191938061,0.006898776159640071,10.122227711131867,5.099171,0.0,0.025247,0.0,36 -354,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,113,Accession,100,113,xAYCpNILFpAARE,,,11.0,1521.7519,SecB his dimer apo,6000.00048,1528.899493,0.049359,6.179923,0.049473,5.726907,0.009257,GAYCPNILFPAARE,11.0,1.2119466085761783,0.01140785030584682,13.331412694337962,5.099171,0.0,0.025247,0.0,36 -90,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,114,Accession,100,114,xAYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,10.020000000000001,1627.146432,0.026245,1.048553,0.028839,5.857665,0.003402,GAYCPNILFPAAREC,12.0,0.20073805075496476,0.006646151734613056,2.408856609059577,5.223489,0.0,0.096278,0.0,37 -143,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,114,Accession,100,114,xAYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,30.0,1627.934422,0.041966,1.836543,0.043635,5.861287,0.00743,GAYCPNILFPAAREC,12.0,0.35159315928491475,0.010572576756279808,4.2191179114189765,5.223489,0.0,0.096278,0.0,37 -196,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,114,Accession,100,114,xAYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,60.0,1628.574736,0.086476,2.476857,0.087298,5.870132,0.006165,GAYCPNILFPAAREC,12.0,0.4741767427862871,0.018859914661400273,5.690120913435445,5.223489,0.0,0.096278,0.0,37 -249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,114,Accession,100,114,xAYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,300.0,1630.682116,0.029709,4.584237,0.032023,5.87402,0.01419,GAYCPNILFPAAREC,12.0,0.877619728882362,0.017298811888593994,10.531436746588344,5.223489,0.0,0.096278,0.0,37 -302,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,114,Accession,100,114,xAYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,600.0,1631.277587,0.046465,5.179708,0.047978,5.864261,0.007469,GAYCPNILFPAAREC,12.0,0.9916184374084065,0.020455394478980173,11.899421248900879,5.223489,0.0,0.096278,0.0,37 -355,,,,,,,,,,,,,,,,,,,,,,,,,,,,,99,114,Accession,100,114,xAYCpNILFpAAREC,,,12.0,1624.761,SecB his dimer apo,6000.00048,1632.887898,0.057036,6.79002,0.058275,5.863025,0.008071,GAYCPNILFPAAREC,12.0,1.2999012728848478,0.026429506621438302,15.598815274618174,5.223489,0.0,0.096278,0.0,37 -91,,,,,,,,,,,,,,,,,,,,,,,,,,,,,101,108,Accession,102,108,xCpNILF,,,5.0,869.4226,SecB his dimer apo,10.020000000000001,870.146654,0.001867,0.133646,0.013965,6.432921,0.009821,YCPNILF,5.0,0.07105991170548359,0.007542440068950751,0.35529955852741796,1.880751,0.0,0.035057,0.0,38 -144,,,,,,,,,,,,,,,,,,,,,,,,,,,,,101,108,Accession,102,108,xCpNILF,,,5.0,869.4226,SecB his dimer apo,30.0,870.293519,0.014671,0.280512,0.020169,6.441058,0.010736,YCPNILF,5.0,0.14914893040067503,0.01107841431819654,0.7457446520033751,1.880751,0.0,0.035057,0.0,38 -197,,,,,,,,,,,,,,,,,,,,,,,,,,,,,101,108,Accession,102,108,xCpNILF,,,5.0,869.4226,SecB his dimer apo,60.0,870.434764,0.017032,0.421757,0.021946,6.448149,0.006792,YCPNILF,5.0,0.22424924936900206,0.012394830156437686,1.1212462468450104,1.880751,0.0,0.035057,0.0,38 -250,,,,,,,,,,,,,,,,,,,,,,,,,,,,,101,108,Accession,102,108,xCpNILF,,,5.0,869.4226,SecB his dimer apo,300.0,871.00935,0.031083,0.996342,0.034025,6.451586,0.014704,YCPNILF,5.0,0.5297575277110048,0.020610650313167753,2.648787638555024,1.880751,0.0,0.035057,0.0,38 -303,,,,,,,,,,,,,,,,,,,,,,,,,,,,,101,108,Accession,102,108,xCpNILF,,,5.0,869.4226,SecB his dimer apo,600.0,871.259333,0.002913,1.246326,0.014143,6.44182,0.008279,YCPNILF,5.0,0.6626746443309083,0.014461151555769741,3.3133732216545413,1.880751,0.0,0.035057,0.0,38 -356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,101,108,Accession,102,108,xCpNILF,,,5.0,869.4226,SecB his dimer apo,6000.00048,872.180259,0.01905,2.167251,0.023547,6.442795,0.007063,YCPNILF,5.0,1.1523327649433657,0.02486188481993193,5.761663824716829,1.880751,0.0,0.035057,0.0,38 -92,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,127,Accession,115,127,xASMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,10.020000000000001,1393.19596,0.040502,1.629393,0.042358,5.501969,0.002071,IASMVARGTFPQL,11.0,0.2602075696869495,0.007287243916587095,2.8622832665564446,6.261897,0.0,0.065228,0.0,39 -145,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,127,Accession,115,127,xASMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,30.0,1393.662721,0.033826,2.096154,0.036029,5.503299,0.008571,IASMVARGTFPQL,11.0,0.3347474415500606,0.006727832155455805,3.6822218570506666,6.261897,0.0,0.065228,0.0,39 -198,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,127,Accession,115,127,xASMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,60.0,1394.167934,0.064031,2.601367,0.065222,5.513103,0.008019,IASMVARGTFPQL,11.0,0.41542794459889715,0.01127886461707913,4.569707390587869,6.261897,0.0,0.065228,0.0,39 -251,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,127,Accession,115,127,xASMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,300.0,1395.27829,0.045726,3.711723,0.047378,5.515759,0.015884,IASMVARGTFPQL,11.0,0.5927473735195581,0.009765719589796372,6.520221108715139,6.261897,0.0,0.065228,0.0,39 -304,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,127,Accession,115,127,xASMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,600.0,1395.732933,0.053717,4.166366,0.05513,5.506715,0.005173,IASMVARGTFPQL,11.0,0.6653520490675588,0.01120474490253714,7.318872539743147,6.261897,0.0,0.065228,0.0,39 -357,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,127,Accession,115,127,xASMVARGTFpQL,,,11.0,1390.7511,SecB his dimer apo,6000.00048,1396.861197,0.078851,5.294629,0.079821,5.506114,0.007206,IASMVARGTFPQL,11.0,0.8455311545367161,0.015493944865262222,9.300842699903878,6.261897,0.0,0.065228,0.0,39 -93,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,134,Accession,115,134,xASMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,10.020000000000001,2152.546904,0.045211,5.057727,0.047997,5.995784,0.006729,IASMVARGTFPQLNLAPVNF,17.0,0.48776561298271076,0.006062404851098697,8.292015420706083,10.369175,0.0,0.083226,0.0,40 -146,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,134,Accession,115,134,xASMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,30.0,2153.057653,0.064908,5.568475,0.066879,6.000536,0.009708,IASMVARGTFPQLNLAPVNF,17.0,0.5370219906598163,0.0077574753235794104,9.129373841216877,10.369175,0.0,0.083226,0.0,40 -199,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,134,Accession,115,134,xASMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,60.0,2153.615965,0.127164,6.126788,0.128181,6.005685,0.004827,IASMVARGTFPQLNLAPVNF,17.0,0.590865522088305,0.013240219515170727,10.044713875501184,10.369175,0.0,0.083226,0.0,40 -252,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,134,Accession,115,134,xASMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,300.0,2154.462401,0.078271,6.973223,0.079913,6.009157,0.014863,IASMVARGTFPQLNLAPVNF,17.0,0.6724954492522307,0.009408989475899724,11.432422637287923,10.369175,0.0,0.083226,0.0,40 -305,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,134,Accession,115,134,xASMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,600.0,2154.946697,0.091167,7.457519,0.09258,5.999662,0.008303,IASMVARGTFPQLNLAPVNF,17.0,0.7192008043069964,0.010631932931958807,12.22641367321894,10.369175,0.0,0.083226,0.0,40 -358,,,,,,,,,,,,,,,,,,,,,,,,,,,,,114,134,Accession,115,134,xASMVARGTFpQLNLApVNF,,,17.0,2146.1478,SecB his dimer apo,6000.00048,2156.006888,0.120873,8.51771,0.121943,5.999033,0.00705,IASMVARGTFPQLNLAPVNF,17.0,0.8214452933815852,0.013482237774121872,13.964569987486948,10.369175,0.0,0.083226,0.0,40 -94,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116,127,Accession,117,127,xMVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,10.020000000000001,1209.207823,0.01653,1.833524,0.020576,5.374034,0.002008,SMVARGTFPQL,9.0,0.34415914115821034,0.004127210706263463,3.097432270423893,5.327547,0.0,0.022525,0.0,41 -147,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116,127,Accession,117,127,xMVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,30.0,1209.720806,0.032203,2.346507,0.034456,5.373567,0.009172,SMVARGTFPQL,9.0,0.4404479209662533,0.006730278963230283,3.9640312886962796,5.327547,0.0,0.022525,0.0,41 -200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116,127,Accession,117,127,xMVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,60.0,1210.212087,0.062831,2.837788,0.064015,5.383108,0.008435,SMVARGTFPQL,9.0,0.5326631562330656,0.012225082356144607,4.793968406097591,5.327547,0.0,0.022525,0.0,41 -253,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116,127,Accession,117,127,xMVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,300.0,1211.035206,0.031874,3.660907,0.034148,5.388234,0.01531,SMVARGTFPQL,9.0,0.6871655942218811,0.007037427331806367,6.184490347996929,5.327547,0.0,0.022525,0.0,41 -306,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116,127,Accession,117,127,xMVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,600.0,1211.498285,0.027981,4.123986,0.030546,5.375842,0.007318,SMVARGTFPQL,9.0,0.7740872112437488,0.0066019489336817255,6.966784901193739,5.327547,0.0,0.022525,0.0,41 -359,,,,,,,,,,,,,,,,,,,,,,,,,,,,,116,127,Accession,117,127,xMVARGTFpQL,,,9.0,1206.63,SecB his dimer apo,6000.00048,1212.84935,0.04893,5.475051,0.050441,5.375302,0.007304,SMVARGTFPQL,9.0,1.0276870387065566,0.010417390904532154,9.24918334835901,5.327547,0.0,0.022525,0.0,41 -95,,,,,,,,,,,,,,,,,,,,,,,,,,,,,117,127,Accession,118,127,xVARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,10.020000000000001,1122.099679,0.022132,1.776765,0.02514,5.326252,0.001697,MVARGTFPQL,8.0,0.3713745434540603,0.005788714074231743,2.9709963476324823,4.784294,0.0,0.031285,0.0,42 -148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,117,127,Accession,118,127,xVARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,30.0,1122.522078,0.020916,2.199164,0.024076,5.325414,0.006975,MVARGTFPQL,8.0,0.4596632230377147,0.005861636896420754,3.6773057843017174,4.784294,0.0,0.031285,0.0,42 -201,,,,,,,,,,,,,,,,,,,,,,,,,,,,,117,127,Accession,118,127,xVARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,60.0,1123.091029,0.045822,2.768115,0.047348,5.335575,0.005857,MVARGTFPQL,8.0,0.5785837994069762,0.010595090838876603,4.62867039525581,4.784294,0.0,0.031285,0.0,42 -254,,,,,,,,,,,,,,,,,,,,,,,,,,,,,117,127,Accession,118,127,xVARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,300.0,1123.990663,0.045767,3.667749,0.047295,5.342578,0.016008,MVARGTFPQL,8.0,0.7666228287810072,0.011083906292403366,6.1329826302480575,4.784294,0.0,0.031285,0.0,42 -307,,,,,,,,,,,,,,,,,,,,,,,,,,,,,117,127,Accession,118,127,xVARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,600.0,1124.310082,0.016821,3.987167,0.020618,5.329775,0.007063,MVARGTFPQL,8.0,0.8333867024058303,0.006947669851284191,6.667093619246643,4.784294,0.0,0.031285,0.0,42 -360,,,,,,,,,,,,,,,,,,,,,,,,,,,,,117,127,Accession,118,127,xVARGTFpQL,,,8.0,1119.5979,SecB his dimer apo,6000.00048,1124.874182,0.012636,4.551268,0.017373,5.330215,0.006189,MVARGTFPQL,8.0,0.9512935450873212,0.007202915543404848,7.61034836069857,4.784294,0.0,0.031285,0.0,42 -96,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,126,Accession,119,126,xARGTFpQ,,,6.0,875.4734,SecB his dimer apo,10.020000000000001,877.117366,0.019744,1.147822,0.02289,4.107321,0.002195,VARGTFPQ,6.0,0.40036582647728425,0.008372425192022968,2.4021949588637055,2.866933,0.0,0.018046,0.0,43 -149,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,126,Accession,119,126,xARGTFpQ,,,6.0,875.4734,SecB his dimer apo,30.0,877.610671,0.007673,1.641127,0.013892,4.094517,0.007257,VARGTFPQ,6.0,0.5724329797731583,0.0060384464286953685,3.43459787863895,2.866933,0.0,0.018046,0.0,43 -202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,126,Accession,119,126,xARGTFpQ,,,6.0,875.4734,SecB his dimer apo,60.0,877.995969,0.042582,2.026425,0.044129,4.109217,0.006813,VARGTFPQ,6.0,0.7068267727219297,0.016022517732488632,4.240960636331579,2.866933,0.0,0.018046,0.0,43 -255,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,126,Accession,119,126,xARGTFpQ,,,6.0,875.4734,SecB his dimer apo,300.0,878.775513,0.015811,2.80597,0.019599,4.112467,0.006727,VARGTFPQ,6.0,0.9787358128006479,0.009202608134119142,5.872414876803887,2.866933,0.0,0.018046,0.0,43 -308,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,126,Accession,119,126,xARGTFpQ,,,6.0,875.4734,SecB his dimer apo,600.0,879.053956,0.020518,3.084413,0.023561,4.099621,0.001878,VARGTFPQ,6.0,1.0758580685352606,0.010648893586375564,6.455148411211564,2.866933,0.0,0.018046,0.0,43 -361,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,126,Accession,119,126,xARGTFpQ,,,6.0,875.4734,SecB his dimer apo,6000.00048,879.465196,0.026076,3.495653,0.028533,4.108567,0.002091,VARGTFPQ,6.0,1.2193005556809315,0.012568042605108487,7.315803334085589,2.866933,0.0,0.018046,0.0,43 -97,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,127,Accession,119,127,xARGTFpQL,,,7.0,988.5574,SecB his dimer apo,10.020000000000001,990.928025,0.025471,1.852764,0.031957,5.208857,0.001806,VARGTFPQL,7.0,0.476731975859314,0.008312305983511964,3.337123831015198,3.886385,0.0,0.009917,0.0,44 -150,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,127,Accession,119,127,xARGTFpQL,,,7.0,988.5574,SecB his dimer apo,30.0,991.372379,0.012677,2.297117,0.02309,5.207153,0.005483,VARGTFPQL,7.0,0.591067791791086,0.006129706325735941,4.1374745425376025,3.886385,0.0,0.009917,0.0,44 -203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,127,Accession,119,127,xARGTFpQL,,,7.0,988.5574,SecB his dimer apo,60.0,991.790218,0.036403,2.714957,0.041202,5.216537,0.006248,VARGTFPQL,7.0,0.6985815867444939,0.010750446589311468,4.890071107211457,3.886385,0.0,0.009917,0.0,44 -256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,127,Accession,119,127,xARGTFpQL,,,7.0,988.5574,SecB his dimer apo,300.0,992.590874,0.023869,3.515613,0.030695,5.222932,0.014465,VARGTFPQL,7.0,0.9045972027990021,0.008228483305811126,6.332180419593015,3.886385,0.0,0.009917,0.0,44 -309,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,127,Accession,119,127,xARGTFpQL,,,7.0,988.5574,SecB his dimer apo,600.0,992.87587,0.001707,3.800609,0.019374,5.210611,0.007256,VARGTFPQL,7.0,0.9779291037815347,0.0055747866215560314,6.845503726470743,3.886385,0.0,0.009917,0.0,44 -362,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,127,Accession,119,127,xARGTFpQL,,,7.0,988.5574,SecB his dimer apo,6000.00048,993.255781,0.016682,4.18052,0.02551,5.212518,0.006313,VARGTFPQL,7.0,1.0756834436114795,0.007114740279078214,7.529784105280356,3.886385,0.0,0.009917,0.0,44 -98,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,134,Accession,119,134,xARGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,10.020000000000001,1750.712047,0.024146,5.703015,0.025209,5.87031,0.005067,VARGTFPQLNLAPVNF,13.0,0.6906269466594718,0.0036680772097907187,8.978150306573133,8.257736,0.0,0.024315,0.0,45 -151,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,134,Accession,119,134,xARGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,30.0,1751.096849,0.025046,6.087817,0.026073,5.873639,0.008299,VARGTFPQLNLAPVNF,13.0,0.7372259176122851,0.0038316363539171623,9.583936928959705,8.257736,0.0,0.024315,0.0,45 -204,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,134,Accession,119,134,xARGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,60.0,1751.622409,0.102475,6.613377,0.102731,5.880211,0.005925,VARGTFPQLNLAPVNF,13.0,0.8008704807225613,0.01266210613781291,10.411316249393296,8.257736,0.0,0.024315,0.0,45 -257,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,134,Accession,119,134,xARGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,300.0,1752.254446,0.061364,7.245414,0.06179,5.884507,0.014661,VARGTFPQLNLAPVNF,13.0,0.8774092559994653,0.007916135130076293,11.406320327993049,8.257736,0.0,0.024315,0.0,45 -310,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,134,Accession,119,134,xARGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,600.0,1752.430269,0.00433,7.421238,0.008439,5.875002,0.008275,VARGTFPQLNLAPVNF,13.0,0.8987012905232137,0.002836714778197892,11.683116776801779,8.257736,0.0,0.024315,0.0,45 -363,,,,,,,,,,,,,,,,,,,,,,,,,,,,,118,134,Accession,119,134,xARGTFpQLNLApVNF,,,13.0,1743.9541,SecB his dimer apo,6000.00048,1752.763773,0.070387,7.754741,0.070759,5.875567,0.007624,VARGTFPQLNLAPVNF,13.0,0.939088026064287,0.00900392420856064,12.20814433883573,8.257736,0.0,0.024315,0.0,45 -99,,,,,,,,,,,,,,,,,,,,,,,,,,,,,127,134,Accession,128,134,xLApVNF,,,5.0,774.4145,SecB his dimer apo,10.020000000000001,777.583545,0.006802,2.781879,0.013156,5.489735,0.002514,NLAPVNF,5.0,1.026723656860082,0.00890178755762424,5.133618284300409,2.709472,0.0,0.019689,0.0,46 -152,,,,,,,,,,,,,,,,,,,,,,,,,,,,,127,134,Accession,128,134,xLApVNF,,,5.0,774.4145,SecB his dimer apo,30.0,777.590331,0.008782,2.788665,0.01428,5.491248,0.008892,NLAPVNF,5.0,1.0292282038714555,0.009149556867131611,5.146141019357278,2.709472,0.0,0.019689,0.0,46 -205,,,,,,,,,,,,,,,,,,,,,,,,,,,,,127,134,Accession,128,134,xLApVNF,,,5.0,774.4145,SecB his dimer apo,60.0,777.636083,0.023822,2.834417,0.026349,5.501877,0.008633,NLAPVNF,5.0,1.0461141506537068,0.012343379019079403,5.230570753268534,2.709472,0.0,0.019689,0.0,46 -258,,,,,,,,,,,,,,,,,,,,,,,,,,,,,127,134,Accession,128,134,xLApVNF,,,5.0,774.4145,SecB his dimer apo,300.0,777.610802,0.007798,2.809136,0.013697,5.506675,0.015468,NLAPVNF,5.0,1.0367835504482055,0.009072864827306485,5.183917752241028,2.709472,0.0,0.019689,0.0,46 -311,,,,,,,,,,,,,,,,,,,,,,,,,,,,,127,134,Accession,128,134,xLApVNF,,,5.0,774.4145,SecB his dimer apo,600.0,777.600993,0.006027,2.799327,0.012772,5.495598,0.006081,NLAPVNF,5.0,1.0331632879025876,0.008864877762684327,5.165816439512938,2.709472,0.0,0.019689,0.0,46 -364,,,,,,,,,,,,,,,,,,,,,,,,,,,,,127,134,Accession,128,134,xLApVNF,,,5.0,774.4145,SecB his dimer apo,6000.00048,777.574016,0.005834,2.772351,0.012682,5.496285,0.006924,NLAPVNF,5.0,1.0232071045576407,0.008785948346238368,5.116035522788204,2.709472,0.0,0.019689,0.0,46 -100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,137,156,Accession,138,156,xMNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,10.020000000000001,2206.780704,0.045304,9.518553,0.046365,5.002314,0.002671,FMNYLQQQAGEGTEEHQDA,18.0,1.0076906317529242,0.008522332557256913,18.138431371552635,9.445908,0.0,0.065306,0.0,47 -153,,,,,,,,,,,,,,,,,,,,,,,,,,,,,137,156,Accession,138,156,xMNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,30.0,2206.743701,0.056221,9.48155,0.057079,4.996644,0.004153,FMNYLQQQAGEGTEEHQDA,18.0,1.0037732740992185,0.009201895723395508,18.067918933785933,9.445908,0.0,0.065306,0.0,47 -206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,137,156,Accession,138,156,xMNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,60.0,2206.810833,0.111991,9.548682,0.112424,5.006161,0.004162,FMNYLQQQAGEGTEEHQDA,18.0,1.0108802668838188,0.013802150931040046,18.195844803908738,9.445908,0.0,0.065306,0.0,47 -259,,,,,,,,,,,,,,,,,,,,,,,,,,,,,137,156,Accession,138,156,xMNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,300.0,2206.680854,0.021779,9.418702,0.023908,5.012948,0.011722,FMNYLQQQAGEGTEEHQDA,18.0,0.9971198110335184,0.007343720314656853,17.948156598603333,9.445908,0.0,0.065306,0.0,47 -312,,,,,,,,,,,,,,,,,,,,,,,,,,,,,137,156,Accession,138,156,xMNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,600.0,2206.674155,0.058365,9.412004,0.059192,5.002913,0.008441,FMNYLQQQAGEGTEEHQDA,18.0,0.9964107209174597,0.009312597100841548,17.935392976514276,9.445908,0.0,0.065306,0.0,47 -365,,,,,,,,,,,,,,,,,,,,,,,,,,,,,137,156,Accession,138,156,xMNYLQQQAGEGTEEHQDA,,,18.0,2195.9298,SecB his dimer apo,6000.00048,2206.567213,0.048656,9.305062,0.049645,5.002259,0.006026,FMNYLQQQAGEGTEEHQDA,18.0,0.9850892047646452,0.008602715721281724,17.731605685763615,9.445908,0.0,0.065306,0.0,47 -101,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,152,Accession,139,152,xNYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,10.020000000000001,1606.625142,0.01586,7.985907,0.016481,4.736944,0.001115,MNYLQQQAGEGTEE,13.0,1.005120181603393,0.009717383296866148,13.06656236084411,7.945226,0.0,0.075043,0.0,48 -154,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,152,Accession,139,152,xNYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,30.0,1606.681284,0.040609,8.042048,0.040856,4.733813,0.005079,MNYLQQQAGEGTEE,13.0,1.0121861857674028,0.010855349375444053,13.158420414976236,7.945226,0.0,0.075043,0.0,48 -207,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,152,Accession,139,152,xNYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,60.0,1606.631311,0.085918,7.992075,0.086035,4.741973,0.006163,MNYLQQQAGEGTEE,13.0,1.0058964968397375,0.01440557931245952,13.076654458916588,7.945226,0.0,0.075043,0.0,48 -260,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,152,Accession,139,152,xNYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,300.0,1606.600814,0.012075,7.961578,0.01288,4.747882,0.012285,MNYLQQQAGEGTEE,13.0,1.0020580912361714,0.00960231091482004,13.026755186070229,7.945226,0.0,0.075043,0.0,48 -313,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,152,Accession,139,152,xNYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,600.0,1606.685079,0.043317,8.045843,0.043548,4.738338,0.003695,MNYLQQQAGEGTEE,13.0,1.0126638310854845,0.011023803866127526,13.164629804111298,7.945226,0.0,0.075043,0.0,48 -366,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,152,Accession,139,152,xNYLQQQAGEGTEE,,,13.0,1597.6799,SecB his dimer apo,6000.00048,1606.570046,0.057233,7.930811,0.057408,4.742026,0.00598,MNYLQQQAGEGTEE,13.0,0.9981857029617535,0.011878251405844262,12.976414138502795,7.945226,0.0,0.075043,0.0,48 -102,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,156,Accession,139,156,xNYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,10.020000000000001,2059.205767,0.071835,9.163066,0.072278,4.490754,0.002809,MNYLQQQAGEGTEEHQDA,17.0,0.9672392932564391,0.0076335389388488386,16.443067985359466,9.473422,0.0,0.002415,0.0,49 -155,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,156,Accession,139,156,xNYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,30.0,2059.273265,0.03131,9.230564,0.032315,4.487322,0.005599,MNYLQQQAGEGTEEHQDA,17.0,0.9743642793491095,0.0034201537212170375,16.56419274893486,9.473422,0.0,0.002415,0.0,49 -208,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,156,Accession,139,156,xNYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,60.0,2059.356722,0.094375,9.314021,0.094713,4.496623,0.007513,MNYLQQQAGEGTEEHQDA,17.0,0.98317387317909,0.010000901138087995,16.71395584404453,9.473422,0.0,0.002415,0.0,49 -261,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,156,Accession,139,156,xNYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,300.0,2059.233689,0.008747,9.190988,0.01185,4.502125,0.01365,MNYLQQQAGEGTEEHQDA,17.0,0.9701866970562487,0.0012750841560457314,16.49317384995623,9.473422,0.0,0.002415,0.0,49 -314,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,156,Accession,139,156,xNYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,600.0,2059.238306,0.021957,9.195605,0.023367,4.493186,0.002837,MNYLQQQAGEGTEEHQDA,17.0,0.970674060545387,0.0024789658496303883,16.50145902927158,9.473422,0.0,0.002415,0.0,49 -367,,,,,,,,,,,,,,,,,,,,,,,,,,,,,138,156,Accession,139,156,xNYLQQQAGEGTEEHQDA,,,17.0,2048.8614,SecB his dimer apo,6000.00048,2059.123178,0.031586,9.080477,0.032582,4.496112,0.005209,MNYLQQQAGEGTEEHQDA,17.0,0.9585213241846505,0.0034479754473502548,16.29486251113906,9.473422,0.0,0.002415,0.0,49 -103,,,,,,,,,,,,,,,,,,,,,,,,,,,,,139,156,Accession,140,156,xYLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,10.020000000000001,1927.524429,0.098311,8.631881,0.098523,4.260606,0.003175,NYLQQQAGEGTEEHQDA,16.0,0.9735651755717942,0.014438716742947104,15.577042809148708,8.866259,0.0,0.083961,0.0,50 -156,,,,,,,,,,,,,,,,,,,,,,,,,,,,,139,156,Accession,140,156,xYLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,30.0,1927.560471,0.058198,8.667923,0.058556,4.255107,0.005089,NYLQQQAGEGTEEHQDA,16.0,0.9776302496915554,0.011372162104185818,15.642083995064887,8.866259,0.0,0.083961,0.0,50 -209,,,,,,,,,,,,,,,,,,,,,,,,,,,,,139,156,Accession,140,156,xYLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,60.0,1927.529033,0.104622,8.636485,0.104822,4.265528,0.004858,NYLQQQAGEGTEEHQDA,16.0,0.9740844475668938,0.01499536950897467,15.585351161070301,8.866259,0.0,0.083961,0.0,50 -262,,,,,,,,,,,,,,,,,,,,,,,,,,,,,139,156,Accession,140,156,xYLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,300.0,1927.394963,0.0145,8.502415,0.015876,4.274182,0.017134,NYLQQQAGEGTEEHQDA,16.0,0.958963075633139,0.009255965127122474,15.343409210130224,8.866259,0.0,0.083961,0.0,50 -315,,,,,,,,,,,,,,,,,,,,,,,,,,,,,139,156,Accession,140,156,xYLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,600.0,1927.308813,0.076397,8.416265,0.07667,4.263257,0.005255,NYLQQQAGEGTEEHQDA,16.0,0.9492464634746176,0.012473221743880339,15.187943415593882,8.866259,0.0,0.083961,0.0,50 -368,,,,,,,,,,,,,,,,,,,,,,,,,,,,,139,156,Accession,140,156,xYLQQQAGEGTEEHQDA,,,16.0,1917.8209,SecB his dimer apo,6000.00048,1927.350524,0.07605,8.457976,0.076324,4.264724,0.004865,NYLQQQAGEGTEEHQDA,16.0,0.953950927894166,0.012478412512879261,15.263214846306656,8.866259,0.0,0.083961,0.0,50 -104,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140,156,Accession,141,156,xLQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,10.020000000000001,1812.230887,0.055673,7.460493,0.057106,3.832096,0.002619,YLQQQAGEGTEEHQDA,15.0,1.0056901314886655,0.008652866402712291,15.085351972329983,7.418282,0.0,0.029146,0.0,51 -157,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140,156,Accession,141,156,xLQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,30.0,1812.256159,0.039697,7.485765,0.041683,3.824846,0.005413,YLQQQAGEGTEEHQDA,15.0,1.0090968501871458,0.0068768726807085815,15.136452752807187,7.418282,0.0,0.029146,0.0,51 -210,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140,156,Accession,141,156,xLQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,60.0,1812.246517,0.100283,7.476124,0.101085,3.835197,0.003862,YLQQQAGEGTEEHQDA,15.0,1.0077972231306387,0.014190100220224102,15.11695834695958,7.418282,0.0,0.029146,0.0,51 -263,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140,156,Accession,141,156,xLQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,300.0,1812.133103,0.02242,7.36271,0.025772,3.839687,0.011073,YLQQQAGEGTEEHQDA,15.0,0.9925087776388118,0.005222612569981196,14.887631664582178,7.418282,0.0,0.029146,0.0,51 -316,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140,156,Accession,141,156,xLQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,600.0,1812.154382,0.019541,7.383988,0.023312,3.831084,0.002322,YLQQQAGEGTEEHQDA,15.0,0.9953770967455808,0.005016925289650081,14.930656451183712,7.418282,0.0,0.029146,0.0,51 -369,,,,,,,,,,,,,,,,,,,,,,,,,,,,,140,156,Accession,141,156,xLQQQAGEGTEEHQDA,,,15.0,1803.778,SecB his dimer apo,6000.00048,1812.072351,0.047874,7.301958,0.049533,3.834821,0.005386,YLQQQAGEGTEEHQDA,15.0,0.9843192803940319,0.007716257691937763,14.764789205910478,7.418282,0.0,0.029146,0.0,51 -105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,141,156,Accession,142,156,xQQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,10.020000000000001,1648.599192,0.061463,7.022481,0.06239,3.464242,0.00217,LQQQAGEGTEEHQDA,14.0,0.9871699192170207,0.009839877947883198,13.82037886903829,7.113751,0.0,0.03215,0.0,52 -158,,,,,,,,,,,,,,,,,,,,,,,,,,,,,141,156,Accession,142,156,xQQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,30.0,1648.594296,0.030587,7.017586,0.032411,3.457159,0.005123,LQQQAGEGTEEHQDA,14.0,0.986481815289852,0.0063745375928128,13.810745414057928,7.113751,0.0,0.03215,0.0,52 -211,,,,,,,,,,,,,,,,,,,,,,,,,,,,,141,156,Accession,142,156,xQQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,60.0,1648.629587,0.062091,7.052877,0.06301,3.468627,0.00441,LQQQAGEGTEEHQDA,14.0,0.9914427704877496,0.009926340446165532,13.880198786828496,7.113751,0.0,0.03215,0.0,52 -264,,,,,,,,,,,,,,,,,,,,,,,,,,,,,141,156,Accession,142,156,xQQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,300.0,1648.546113,0.016543,6.969403,0.019712,3.474339,0.011919,LQQQAGEGTEEHQDA,14.0,0.9797085953669168,0.005223303935456145,13.715920335136834,7.113751,0.0,0.03215,0.0,52 -317,,,,,,,,,,,,,,,,,,,,,,,,,,,,,141,156,Accession,142,156,xQQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,600.0,1648.572221,0.015208,6.995511,0.018606,3.46432,0.003736,LQQQAGEGTEEHQDA,14.0,0.9833786704089024,0.005156802015845375,13.767301385724632,7.113751,0.0,0.03215,0.0,52 -370,,,,,,,,,,,,,,,,,,,,,,,,,,,,,141,156,Accession,142,156,xQQQAGEGTEEHQDA,,,14.0,1640.7147,SecB his dimer apo,6000.00048,1648.500701,0.041845,6.92399,0.043196,3.469153,0.005756,LQQQAGEGTEEHQDA,14.0,0.9733247621402549,0.0074980914112633655,13.626546669963568,7.113751,0.0,0.03215,0.0,52 +,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo +,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id +peptide_index,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +0,9,18,17,xTFQIQRIY,SecB WT apo,0.0,0.0,8,5.0734,0.020042,0,0,0.0,Accession,,,1199.6241,1200.411174,0.023301,0.0,5.513296,0.010889,0.0,MTFQIQRIY,10,18,8.0,0.0,0,9,18,17,xTFQIQRIY,SecB his dimer apo,0.0,0.0,8.0,5.0734,0.020042,0,0,0.0,Accession,,,1199.6241,1200.401908,0.017621,0.0,5.509285,0.007544,0.0,MTFQIQRIY,10,18,8.0,0.0,0 +10,9,18,17,xTFQIQRIY,SecB WT apo,10.020000000000001,2.486444,8,5.0734,0.020042,0,0,0.49009421689596716,Accession,,,1199.6241,1202.897618,0.016323,0.02845,5.5139,0.010976,0.005932490373486041,MTFQIQRIY,10,18,8.0,3.9207537351677373,0,9,18,17,xTFQIQRIY,SecB his dimer apo,10.020000000000001,2.590261,8.0,5.0734,0.020042,0,0,0.5105572200102495,Accession,,,1199.6241,1202.992169,0.018296,0.025401,5.512056,0.00189,0.005397683240628647,MTFQIQRIY,10,18,8.0,4.084457760081996,0 +20,9,18,17,xTFQIQRIY,SecB WT apo,30.0,2.857141,8,5.0734,0.020042,0,0,0.5631609965703472,Accession,,,1199.6241,1203.268315,0.029992,0.037979,5.510626,0.008419,0.007809491783628619,MTFQIQRIY,10,18,8.0,4.505287972562778,0,9,18,17,xTFQIQRIY,SecB his dimer apo,30.0,3.148423,8.0,5.0734,0.020042,0,0,0.6205745653802184,Accession,,,1199.6241,1203.550331,0.019781,0.026491,5.512973,0.008577,0.005768407396420361,MTFQIQRIY,10,18,8.0,4.964596523041747,0 +30,9,18,17,xTFQIQRIY,SecB WT apo,60.0,3.145738,8,5.0734,0.020042,0,0,0.6200453344896913,Accession,,,1199.6241,1203.556913,0.040432,0.046666,5.516562,0.012371,0.009518721784908741,MTFQIQRIY,10,18,8.0,4.960362675917531,0,9,18,17,xTFQIQRIY,SecB his dimer apo,60.0,3.476958,8.0,5.0734,0.020042,0,0,0.6853309417747467,Accession,,,1199.6241,1203.878867,0.032912,0.037332,5.521878,0.007885,0.007840625882583663,MTFQIQRIY,10,18,8.0,5.482647534197974,0 +40,9,18,17,xTFQIQRIY,SecB WT apo,300.0,3.785886,8,5.0734,0.020042,0,0,0.7462226514763275,Accession,,,1199.6241,1204.197061,0.008898,0.024942,5.505509,0.004363,0.005732306224521108,MTFQIQRIY,10,18,8.0,5.96978121181062,0,9,18,17,xTFQIQRIY,SecB his dimer apo,300.0,4.377735,8.0,5.0734,0.020042,0,0,0.8628799227342611,Accession,,,1199.6241,1204.779643,0.016999,0.024484,5.52605,0.014663,0.005908406418910734,MTFQIQRIY,10,18,8.0,6.9030393818740885,0 +50,9,18,17,xTFQIQRIY,SecB WT apo,600.0,4.08295,8,5.0734,0.020042,0,0,0.8047758899357433,Accession,,,1199.6241,1204.494124,0.02749,0.036037,5.522181,0.011556,0.0077821378441005834,MTFQIQRIY,10,18,8.0,6.438207119485947,0,9,18,17,xTFQIQRIY,SecB his dimer apo,600.0,4.61652,8.0,5.0734,0.020042,0,0,0.9099459928253243,Accession,,,1199.6241,1205.018429,0.044812,0.048152,5.516628,0.004647,0.01014898989457023,MTFQIQRIY,10,18,8.0,7.279567942602594,0 +60,9,18,17,xTFQIQRIY,SecB WT apo,6000.00048,4.790625,8,5.0734,0.020042,0,0,0.9442632159892774,Accession,,,1199.6241,1205.201799,0.034025,0.041239,5.516917,0.001234,0.008943526594142657,MTFQIQRIY,10,18,8.0,7.554105727914219,0,9,18,17,xTFQIQRIY,SecB his dimer apo,6000.00048,5.051354,8.0,5.0734,0.020042,0,0,0.9956545906098474,Accession,,,1199.6241,1205.453262,0.017184,0.024612,5.515089,0.007345,0.006245348967848931,MTFQIQRIY,10,18,8.0,7.965236724878779,0 +1,11,18,17,xQIQRIY,SecB WT apo,0.0,0.0,6,3.642506,0.0147,0,0,0.0,Accession,,,967.536,968.049857,0.006725,0.0,5.130576,0.01012,0.0,FQIQRIY,12,18,6.0,0.0,1,11,18,17,xQIQRIY,SecB his dimer apo,0.0,0.0,6.0,3.642506,0.0147,0,0,0.0,Accession,,,967.536,968.058704,0.012012,0.0,5.118043,0.009857,0.0,FQIQRIY,12,18,6.0,0.0,1 +11,11,18,17,xQIQRIY,SecB WT apo,10.020000000000001,1.651437,6,3.642506,0.0147,0,0,0.45337934927217693,Accession,,,967.536,969.701294,0.017663,0.0189,5.142292,0.008648,0.005501887018339277,FQIQRIY,12,18,6.0,2.7202760956330616,1,11,18,17,xQIQRIY,SecB his dimer apo,10.020000000000001,1.909669,6.0,3.642506,0.0147,0,0,0.5242733985887738,Accession,,,967.536,969.968374,0.023351,0.026259,5.138654,0.002308,0.007513120915368028,FQIQRIY,12,18,6.0,3.1456403915326425,1 +21,11,18,17,xQIQRIY,SecB WT apo,30.0,1.860919,6,3.642506,0.0147,0,0,0.51088975556938,Accession,,,967.536,969.910775,0.034889,0.035531,5.136834,0.008938,0.009970064357764806,FQIQRIY,12,18,6.0,3.0653385334162797,1,11,18,17,xQIQRIY,SecB his dimer apo,30.0,2.194407,6.0,3.642506,0.0147,0,0,0.602444306200182,Accession,,,967.536,970.253111,0.012771,0.017532,5.135921,0.004862,0.005392374122366405,FQIQRIY,12,18,6.0,3.614665837201092,1 +31,11,18,17,xQIQRIY,SecB WT apo,60.0,2.107151,6,3.642506,0.0147,0,0,0.578489369681203,Accession,,,967.536,970.157007,0.028162,0.028954,5.144618,0.009571,0.008284668626216747,FQIQRIY,12,18,6.0,3.470936218087218,1,11,18,17,xQIQRIY,SecB his dimer apo,60.0,2.407461,6.0,3.642506,0.0147,0,0,0.6609353560433394,Accession,,,967.536,970.466165,0.015722,0.019786,5.146227,0.006042,0.0060515265871750505,FQIQRIY,12,18,6.0,3.9656121362600363,1 +41,11,18,17,xQIQRIY,SecB WT apo,300.0,2.698036,6,3.642506,0.0147,0,0,0.740708731845603,Accession,,,967.536,970.747892,0.036991,0.037598,5.131163,0.003636,0.010746147885206624,FQIQRIY,12,18,6.0,4.4442523910736185,1,11,18,17,xQIQRIY,SecB his dimer apo,300.0,3.103335,6.0,3.642506,0.0147,0,0,0.8519780063505729,Accession,,,967.536,971.16204,0.035894,0.037851,5.153615,0.013983,0.010945533039175146,FQIQRIY,12,18,6.0,5.111868038103437,1 +51,11,18,17,xQIQRIY,SecB WT apo,600.0,2.874801,6,3.642506,0.0147,0,0,0.7892371350932572,Accession,,,967.536,970.924658,0.015747,0.017123,5.145348,0.005831,0.005678313754943448,FQIQRIY,12,18,6.0,4.735422810559543,1,11,18,17,xQIQRIY,SecB his dimer apo,600.0,3.331209,6.0,3.642506,0.0147,0,0,0.914537683671626,Accession,,,967.536,971.389913,0.018832,0.022337,5.140458,0.007629,0.007157317624986935,FQIQRIY,12,18,6.0,5.487226102029756,1 +61,11,18,17,xQIQRIY,SecB WT apo,6000.00048,3.449561,6,3.642506,0.0147,0,0,0.9470295999512424,Accession,,,967.536,971.499418,0.031698,0.032404,5.145425,0.002705,0.00968230989542069,FQIQRIY,12,18,6.0,5.682177599707455,1,11,18,17,xQIQRIY,SecB his dimer apo,6000.00048,3.687148,6.0,3.642506,0.0147,0,0,1.012255848034293,Accession,,,967.536,971.745853,0.020362,0.023641,5.142194,0.005969,0.007668933997575466,FQIQRIY,12,18,6.0,6.073535088205757,1 +2,18,33,32,xKDISFEApNApHVF,SecB WT apo,0.0,0.0,12,5.264543,0.061768,0,0,0.0,Accession,,,1672.8329,1673.844013,0.015068,0.0,5.125306,0.009901,0.0,TKDISFEAPNAPHVF,19,33,12.0,0.0,2,18,33,32,xKDISFEApNApHVF,SecB his dimer apo,0.0,0.0,12.0,5.264543,0.061768,0,0,0.0,Accession,,,1672.8329,1673.846037,0.019403,0.0,5.110186,0.008878,0.0,TKDISFEAPNAPHVF,19,33,12.0,0.0,2 +12,18,33,32,xKDISFEApNApHVF,SecB WT apo,10.020000000000001,1.839924,12,5.264543,0.061768,0,0,0.3494935837735583,Accession,,,1672.8329,1675.683936,0.022388,0.026986,5.13041,0.007817,0.006564319512775974,TKDISFEAPNAPHVF,19,33,12.0,4.1939230052827,2,18,33,32,xKDISFEApNApHVF,SecB his dimer apo,10.020000000000001,1.90301,12.0,5.264543,0.061768,0,0,0.36147677015839746,Accession,,,1672.8329,1675.749048,0.043334,0.04748,5.128234,0.001803,0.00996627080566159,TKDISFEAPNAPHVF,19,33,12.0,4.33772124190077,2 +22,18,33,32,xKDISFEApNApHVF,SecB WT apo,30.0,2.508343,12,5.264543,0.061768,0,0,0.47645978007967643,Accession,,,1672.8329,1676.352355,0.102157,0.103262,5.127204,0.008738,0.020395681644847792,TKDISFEAPNAPHVF,19,33,12.0,5.717517360956117,2,18,33,32,xKDISFEApNApHVF,SecB his dimer apo,30.0,2.566765,12.0,5.264543,0.061768,0,0,0.48755703961388486,Accession,,,1672.8329,1676.412802,0.009313,0.021522,5.125878,0.004267,0.007031063733403459,TKDISFEAPNAPHVF,19,33,12.0,5.850684475366618,2 +32,18,33,32,xKDISFEApNApHVF,SecB WT apo,60.0,2.969332,12,5.264543,0.061768,0,0,0.5640246456340086,Accession,,,1672.8329,1676.813345,0.030799,0.034288,5.132133,0.011324,0.009285039764356188,TKDISFEAPNAPHVF,19,33,12.0,6.768295747608103,2,18,33,32,xKDISFEApNApHVF,SecB his dimer apo,60.0,3.230607,12.0,5.264543,0.061768,0,0,0.6136538347203166,Accession,,,1672.8329,1677.076644,0.028483,0.034464,5.134156,0.005724,0.009731102912850242,TKDISFEAPNAPHVF,19,33,12.0,7.3638460166438,2 +42,18,33,32,xKDISFEApNApHVF,SecB WT apo,300.0,3.399092,12,5.264543,0.061768,0,0,0.6456575622993297,Accession,,,1672.8329,1677.243105,0.032691,0.035997,5.119915,0.005196,0.010204888710217387,TKDISFEAPNAPHVF,19,33,12.0,7.747890747591956,2,18,33,32,xKDISFEApNApHVF,SecB his dimer apo,300.0,3.691328,12.0,5.264543,0.061768,0,0,0.7011677936717394,Accession,,,1672.8329,1677.537365,0.018243,0.026632,5.14227,0.015137,0.009657601661627626,TKDISFEAPNAPHVF,19,33,12.0,8.414013524060874,2 +52,18,33,32,xKDISFEApNApHVF,SecB WT apo,600.0,3.485568,12,5.264543,0.061768,0,0,0.6620836794380823,Accession,,,1672.8329,1677.329581,0.052881,0.054986,5.132995,0.006448,0.013016648007645622,TKDISFEAPNAPHVF,19,33,12.0,7.945004153256988,2,18,33,32,xKDISFEApNApHVF,SecB his dimer apo,600.0,3.892989,12.0,5.264543,0.061768,0,0,0.7394733028108993,Accession,,,1672.8329,1677.739026,0.007954,0.02097,5.128364,0.007207,0.009546794601826303,TKDISFEAPNAPHVF,19,33,12.0,8.873679633730791,2 +62,18,33,32,xKDISFEApNApHVF,SecB WT apo,6000.00048,4.318144,12,5.264543,0.061768,0,0,0.8202314996762303,Accession,,,1672.8329,1678.162157,0.072211,0.073767,5.132658,0.003266,0.01699858093235136,TKDISFEAPNAPHVF,19,33,12.0,9.842777996114764,2,18,33,32,xKDISFEApNApHVF,SecB his dimer apo,6000.00048,5.277954,12.0,5.264543,0.061768,0,0,1.002547419595585,Accession,,,1672.8329,1679.123991,0.093524,0.095515,5.131612,0.00531,0.02162250631957592,TKDISFEAPNAPHVF,19,33,12.0,12.030569035147021,2 +3,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,0.0,0.0,13,6.3179,0.036001,0,0,0.0,Accession,,,1800.8915,1801.955252,0.007749,0.0,4.938514,0.007847,0.0,TKDISFEAPNAPHVFQ,19,34,13.0,0.0,3,18,34,33,xKDISFEApNApHVFQ,SecB his dimer apo,0.0,0.0,13.0,6.3179,0.036001,0,0,0.0,Accession,,,1800.8915,1801.872474,0.010435,0.0,4.936668,0.009815,0.0,TKDISFEAPNAPHVFQ,19,34,13.0,0.0,3 +13,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,10.020000000000001,2.532099,13,6.3179,0.036001,0,0,0.4007817470995109,Accession,,,1800.8915,1804.487351,0.032707,0.033613,4.947923,0.013231,0.0057897259838011125,TKDISFEAPNAPHVFQ,19,34,13.0,5.210162712293642,3,18,34,33,xKDISFEApNApHVFQ,SecB his dimer apo,10.020000000000001,2.640899,13.0,6.3179,0.036001,0,0,0.41800265911141365,Accession,,,1800.8915,1804.513374,0.031359,0.033049,4.949143,0.0035,0.005747768856803126,TKDISFEAPNAPHVFQ,19,34,13.0,5.434034568448378,3 +23,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,30.0,3.306167,13,6.3179,0.036001,0,0,0.523301571724782,Accession,,,1800.8915,1805.261419,0.066145,0.066597,4.939749,0.008337,0.010954656284373207,TKDISFEAPNAPHVFQ,19,34,13.0,6.802920432422166,3,18,34,33,xKDISFEApNApHVFQ,SecB his dimer apo,30.0,3.426827,13.0,6.3179,0.036001,0,0,0.542399689770335,Accession,,,1800.8915,1805.299301,0.059403,0.060313,4.94444,0.005038,0.010034229755508037,TKDISFEAPNAPHVFQ,19,34,13.0,7.051195967014356,3 +33,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,60.0,3.996718,13,6.3179,0.036001,0,0,0.632602288735181,Accession,,,1800.8915,1805.95197,0.038868,0.039633,4.944612,0.015703,0.007235068246796721,TKDISFEAPNAPHVFQ,19,34,13.0,8.223829753557354,3,18,34,33,xKDISFEApNApHVFQ,SecB his dimer apo,60.0,4.057584,13.0,6.3179,0.036001,0,0,0.6422361860744868,Accession,,,1800.8915,1805.930059,0.081511,0.082176,4.953817,0.002463,0.013511887151808304,TKDISFEAPNAPHVFQ,19,34,13.0,8.34907041896833,3 +43,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,300.0,4.38941,13,6.3179,0.036001,0,0,0.694757751784612,Accession,,,1800.8915,1806.344661,0.080389,0.080762,4.935798,0.003678,0.013382046860534546,TKDISFEAPNAPHVFQ,19,34,13.0,9.031850773199956,3,18,34,33,xKDISFEApNApHVFQ,SecB his dimer apo,300.0,4.541642,13.0,6.3179,0.036001,0,0,0.7188530999224426,Accession,,,1800.8915,1806.414117,0.04941,0.0505,4.959151,0.012972,0.008981623494929912,TKDISFEAPNAPHVFQ,19,34,13.0,9.345090298991755,3 +53,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,600.0,4.379495,13,6.3179,0.036001,0,0,0.6931884012092626,Accession,,,1800.8915,1806.334747,0.033809,0.034686,4.947334,0.008232,0.006763400043793134,TKDISFEAPNAPHVFQ,19,34,13.0,9.011449215720415,3,18,34,33,xKDISFEApNApHVFQ,SecB his dimer apo,600.0,4.822792,13.0,6.3179,0.036001,0,0,0.763353645989965,Accession,,,1800.8915,1806.695266,0.00899,0.013774,4.94812,0.006167,0.004865561417643871,TKDISFEAPNAPHVFQ,19,34,13.0,9.923597397869546,3 +63,18,34,33,xKDISFEApNApHVFQ,SecB WT apo,6000.00048,5.283969,13,6.3179,0.036001,0,0,0.8363489450608589,Accession,,,1800.8915,1807.239221,0.064263,0.064728,4.946768,0.002933,0.011299372155867833,TKDISFEAPNAPHVFQ,19,34,13.0,10.872536285791165,3,18,34,33,xKDISFEApNApHVFQ,SecB his dimer apo,6000.00048,6.018699,13.0,6.3179,0.036001,0,0,0.9526423336868263,Accession,,,1800.8915,1807.891174,0.084855,0.085494,4.950451,0.006183,0.014580236264161389,TKDISFEAPNAPHVFQ,19,34,13.0,12.384350337928742,3 +4,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,0.0,0.0,14,6.812215,0.036048,0,0,0.0,Accession,,,1928.9865,1930.109485,0.016551,0.0,4.615109,0.00988,0.0,TKDISFEAPNAPHVFQK,19,35,14.0,0.0,4,18,35,34,xKDISFEApNApHVFQK,SecB his dimer apo,0.0,0.0,14.0,6.812215,0.036048,0,0,0.0,Accession,,,1928.9865,1930.123039,0.015204,0.0,4.613889,0.009373,0.0,TKDISFEAPNAPHVFQK,19,35,14.0,0.0,4 +14,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,10.020000000000001,3.11985,14,6.812215,0.036048,0,0,0.45797879250728285,Accession,,,1928.9865,1933.229335,0.031139,0.035264,4.618202,0.010243,0.005715788549695883,TKDISFEAPNAPHVFQK,19,35,14.0,6.41170309510196,4,18,35,34,xKDISFEApNApHVFQK,SecB his dimer apo,10.020000000000001,3.165901,14.0,6.812215,0.036048,0,0,0.46473885513008617,Accession,,,1928.9865,1933.28894,0.059851,0.061752,4.620124,0.001952,0.009392559358531822,TKDISFEAPNAPHVFQK,19,35,14.0,6.506343971821206,4 +24,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,30.0,3.874881,14,6.812215,0.036048,0,0,0.5688136678011484,Accession,,,1928.9865,1933.984366,0.122007,0.123125,4.616431,0.007427,0.018323069305440053,TKDISFEAPNAPHVFQK,19,35,14.0,7.963391349216078,4,18,35,34,xKDISFEApNApHVFQK,SecB his dimer apo,30.0,3.980239,14.0,6.812215,0.036048,0,0,0.5842797093162797,Accession,,,1928.9865,1934.103277,0.039376,0.04221,4.616682,0.005151,0.006924774319008842,TKDISFEAPNAPHVFQK,19,35,14.0,8.179915930427915,4 +34,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,60.0,4.342807,14,6.812215,0.036048,0,0,0.6375029267279437,Accession,,,1928.9865,1934.452292,0.031863,0.035905,4.623861,0.011855,0.006257816129886118,TKDISFEAPNAPHVFQK,19,35,14.0,8.925040974191212,4,18,35,34,xKDISFEApNApHVFQK,SecB his dimer apo,60.0,4.569407,14.0,6.812215,0.036048,0,0,0.670766703634574,Accession,,,1928.9865,1934.692446,0.04175,0.044432,4.62511,0.007523,0.007425665176848061,TKDISFEAPNAPHVFQK,19,35,14.0,9.390733850884036,4 +44,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,300.0,4.854057,14,6.812215,0.036048,0,0,0.7125519379526336,Accession,,,1928.9865,1934.963542,0.03572,0.039368,4.612601,0.004573,0.006900329571449979,TKDISFEAPNAPHVFQK,19,35,14.0,9.975727131336871,4,18,35,34,xKDISFEApNApHVFQK,SecB his dimer apo,300.0,5.021697,14.0,6.812215,0.036048,0,0,0.7371606738777328,Accession,,,1928.9865,1935.144736,0.030958,0.03449,4.631088,0.012872,0.006391395576354009,TKDISFEAPNAPHVFQK,19,35,14.0,10.32024943428826,4 +54,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,600.0,4.835639,14,6.812215,0.036048,0,0,0.709848265211829,Accession,,,1928.9865,1934.945124,0.063272,0.0654,4.624496,0.005835,0.01030909193984361,TKDISFEAPNAPHVFQK,19,35,14.0,9.937875712965607,4,18,35,34,xKDISFEApNApHVFQK,SecB his dimer apo,600.0,5.289351,14.0,6.812215,0.036048,0,0,0.7764509781326632,Accession,,,1928.9865,1935.412389,0.019512,0.024736,4.620187,0.003628,0.005483308260535212,TKDISFEAPNAPHVFQK,19,35,14.0,10.870313693857284,4 +64,18,35,34,xKDISFEApNApHVFQK,SecB WT apo,6000.00048,5.780219,14,6.812215,0.036048,0,0,0.84850801097734,Accession,,,1928.9865,1935.889704,0.071981,0.07386,4.625127,0.003427,0.011735226660488979,TKDISFEAPNAPHVFQK,19,35,14.0,11.87911215368276,4,18,35,34,xKDISFEApNApHVFQK,SecB his dimer apo,6000.00048,6.640255,14.0,6.812215,0.036048,0,0,0.9747571091047478,Accession,,,1928.9865,1936.763294,0.08081,0.082228,4.624444,0.008007,0.01312657644198431,TKDISFEAPNAPHVFQK,19,35,14.0,13.646599527466469,4 +5,21,33,32,xSFEApNApHVF,SecB WT apo,0.0,0.0,9,4.61559,0.003636,0,0,0.0,Accession,,,1328.6634,1329.421551,0.010684,0.0,5.48315,0.006718,0.0,ISFEAPNAPHVF,22,33,9.0,0.0,5,21,33,32,xSFEApNApHVF,SecB his dimer apo,0.0,0.0,9.0,4.61559,0.003636,0,0,0.0,Accession,,,1328.6634,1329.418768,0.009634,0.0,5.474514,0.008654,0.0,ISFEAPNAPHVF,22,33,9.0,0.0,5 +15,21,33,32,xSFEApNApHVF,SecB WT apo,10.020000000000001,1.86147,9,4.61559,0.003636,0,0,0.40330055312538593,Accession,,,1328.6634,1331.283021,0.015799,0.019072,5.489802,0.011635,0.004144278622568917,ISFEAPNAPHVF,22,33,9.0,3.6297049781284736,5,21,33,32,xSFEApNApHVF,SecB his dimer apo,10.020000000000001,1.998576,9.0,4.61559,0.003636,0,0,0.43300553125385915,Accession,,,1328.6634,1331.417344,0.026881,0.028555,5.482699,0.002284,0.006196037849217951,ISFEAPNAPHVF,22,33,9.0,3.8970497812847325,5 +25,21,33,32,xSFEApNApHVF,SecB WT apo,30.0,2.473014,9,4.61559,0.003636,0,0,0.5357958570843597,Accession,,,1328.6634,1331.894565,0.040517,0.041902,5.48333,0.008868,0.009088169313730101,ISFEAPNAPHVF,22,33,9.0,4.822162713759237,5,21,33,32,xSFEApNApHVF,SecB his dimer apo,30.0,2.798844,9.0,4.61559,0.003636,0,0,0.6063892156799022,Accession,,,1328.6634,1332.217612,0.018595,0.020943,5.483529,0.008605,0.004562523963469962,ISFEAPNAPHVF,22,33,9.0,5.45750294111912,5 +35,21,33,32,xSFEApNApHVF,SecB WT apo,60.0,2.937475,9,4.61559,0.003636,0,0,0.6364245957721548,Accession,,,1328.6634,1332.359026,0.03688,0.038397,5.489686,0.012171,0.008334073422975355,ISFEAPNAPHVF,22,33,9.0,5.727821361949394,5,21,33,32,xSFEApNApHVF,SecB his dimer apo,60.0,3.26738,9.0,4.61559,0.003636,0,0,0.7079008317463207,Accession,,,1328.6634,1332.686148,0.035435,0.036722,5.494535,0.008577,0.00797559914404571,ISFEAPNAPHVF,22,33,9.0,6.371107485716886,5 +45,21,33,32,xSFEApNApHVF,SecB WT apo,300.0,3.344293,9,4.61559,0.003636,0,0,0.724564573543144,Accession,,,1328.6634,1332.765843,0.029486,0.031362,5.479832,0.003512,0.006818729512364097,ISFEAPNAPHVF,22,33,9.0,6.521081161888295,5,21,33,32,xSFEApNApHVF,SecB his dimer apo,300.0,3.690748,9.0,4.61559,0.003636,0,0,0.7996264832881603,Accession,,,1328.6634,1333.109516,0.010917,0.01456,5.498262,0.015238,0.003216804694101966,ISFEAPNAPHVF,22,33,9.0,7.196638349593443,5 +55,21,33,32,xSFEApNApHVF,SecB WT apo,600.0,3.400699,9,4.61559,0.003636,0,0,0.7367853297194941,Accession,,,1328.6634,1332.82225,0.043755,0.04504,5.493785,0.007907,0.009775478508839872,ISFEAPNAPHVF,22,33,9.0,6.631067967475446,5,21,33,32,xSFEApNApHVF,SecB his dimer apo,600.0,3.852327,9.0,4.61559,0.003636,0,0,0.8346337087999584,Accession,,,1328.6634,1333.271095,0.011371,0.014904,5.488159,0.005204,0.0032953155451119426,ISFEAPNAPHVF,22,33,9.0,7.511703379199625,5 +65,21,33,32,xSFEApNApHVF,SecB WT apo,6000.00048,4.011707,9,4.61559,0.003636,0,0,0.8691645055128381,Accession,,,1328.6634,1333.433258,0.030477,0.032295,5.491594,0.002625,0.007030359927536579,ISFEAPNAPHVF,22,33,9.0,7.822480549615543,5,21,33,32,xSFEApNApHVF,SecB his dimer apo,6000.00048,4.731881,9.0,4.61559,0.003636,0,0,1.0251952621441678,Accession,,,1328.6634,1334.150649,0.023075,0.025005,5.488748,0.007099,0.0054773754194492544,ISFEAPNAPHVF,22,33,9.0,9.22675735929751,5 +6,21,34,33,xSFEApNApHVFQ,SecB WT apo,0.0,0.0,10,5.560889,0.032429,0,0,0.0,Accession,,,1456.7219,1457.599798,0.021035,0.0,5.249913,0.0069,0.0,ISFEAPNAPHVFQ,22,34,10.0,0.0,6,21,34,33,xSFEApNApHVFQ,SecB his dimer apo,0.0,0.0,10.0,5.560889,0.032429,0,0,0.0,Accession,,,1456.7219,1457.590847,0.011293,0.0,5.248685,0.008689,0.0,ISFEAPNAPHVFQ,22,34,10.0,0.0,6 +16,21,34,33,xSFEApNApHVFQ,SecB WT apo,10.020000000000001,2.582201,10,5.560889,0.032429,0,0,0.46435039433443104,Accession,,,1456.7219,1460.181999,0.035201,0.041007,5.257374,0.012036,0.00785565705954532,ISFEAPNAPHVFQ,22,34,10.0,4.64350394334431,6,21,34,33,xSFEApNApHVFQ,SecB his dimer apo,10.020000000000001,2.635443,10.0,5.560889,0.032429,0,0,0.4739247627492654,Accession,,,1456.7219,1460.22629,0.046031,0.047397,5.254191,0.001139,0.008960165862292244,ISFEAPNAPHVFQ,22,34,10.0,4.739247627492654,6 +26,21,34,33,xSFEApNApHVFQ,SecB WT apo,30.0,3.225543,10,5.560889,0.032429,0,0,0.5800408891456024,Accession,,,1456.7219,1460.825341,0.096207,0.09848,5.247113,0.008593,0.018029549075004675,ISFEAPNAPHVFQ,22,34,10.0,5.800408891456024,6,21,34,33,xSFEApNApHVFQ,SecB his dimer apo,30.0,3.465349,10.0,5.560889,0.032429,0,0,0.6231645695499406,Accession,,,1456.7219,1461.056196,0.022596,0.025261,5.25148,0.007499,0.0058173687199572,ISFEAPNAPHVFQ,22,34,10.0,6.231645695499406,6 +36,21,34,33,xSFEApNApHVFQ,SecB WT apo,60.0,3.717494,10,5.560889,0.032429,0,0,0.6685071397756724,Accession,,,1456.7219,1461.317292,0.040815,0.045917,5.258162,0.017958,0.009131177162215912,ISFEAPNAPHVFQ,22,34,10.0,6.685071397756724,6,21,34,33,xSFEApNApHVFQ,SecB his dimer apo,60.0,3.93534,10.0,5.560889,0.032429,0,0,0.7076818113075085,Accession,,,1456.7219,1461.526187,0.043461,0.044904,5.260326,0.006187,0.00906844406862051,ISFEAPNAPHVFQ,22,34,10.0,7.076818113075085,6 +46,21,34,33,xSFEApNApHVFQ,SecB WT apo,300.0,4.144946,10,5.560889,0.032429,0,0,0.7453747053753456,Accession,,,1456.7219,1461.744744,0.020327,0.029252,5.244169,0.001948,0.0068238579642483236,ISFEAPNAPHVFQ,22,34,10.0,7.453747053753456,6,21,34,33,xSFEApNApHVFQ,SecB his dimer apo,300.0,4.413773,10.0,5.560889,0.032429,0,0,0.7937171556562268,Accession,,,1456.7219,1462.00462,0.019813,0.022806,5.268622,0.016436,0.006184161041774409,ISFEAPNAPHVFQ,22,34,10.0,7.937171556562268,6 +56,21,34,33,xSFEApNApHVFQ,SecB WT apo,600.0,4.187741,10,5.560889,0.032429,0,0,0.7530704173379471,Accession,,,1456.7219,1461.787539,0.070712,0.073774,5.257535,0.007465,0.01397456929126847,ISFEAPNAPHVFQ,22,34,10.0,7.530704173379471,6,21,34,33,xSFEApNApHVFQ,SecB his dimer apo,600.0,4.588327,10.0,5.560889,0.032429,0,0,0.8251067410264796,Accession,,,1456.7219,1462.179174,0.014611,0.018466,5.25551,0.007266,0.00584632800848946,ISFEAPNAPHVFQ,22,34,10.0,8.251067410264795,6 +66,21,34,33,xSFEApNApHVFQ,SecB WT apo,6000.00048,4.817025,10,5.560889,0.032429,0,0,0.8662328990922135,Accession,,,1456.7219,1462.416824,0.030985,0.03745,5.256486,0.001527,0.008418553238115786,ISFEAPNAPHVFQ,22,34,10.0,8.662328990922134,6,21,34,33,xSFEApNApHVFQ,SecB his dimer apo,6000.00048,5.386478,10.0,5.560889,0.032429,0,0,0.9686361299425326,Accession,,,1456.7219,1462.977325,0.02746,0.029692,5.256948,0.006284,0.007772874991843501,ISFEAPNAPHVFQ,22,34,10.0,9.686361299425325,6 +7,21,35,34,xSFEApNApHVFQK,SecB WT apo,0.0,0.0,11,6.220337,0.064196,0,0,0.0,Accession,,,1584.8169,1585.702777,0.025082,0.0,4.843765,0.009622,0.0,ISFEAPNAPHVFQK,22,35,11.0,0.0,7,21,35,34,xSFEApNApHVFQK,SecB his dimer apo,0.0,0.0,11.0,6.220337,0.064196,0,0,0.0,Accession,,,1584.8169,1585.696648,0.01702,0.0,4.8385,0.008751,0.0,ISFEAPNAPHVFQK,22,35,11.0,0.0,7 +17,21,35,34,xSFEApNApHVFQK,SecB WT apo,10.020000000000001,3.145305,11,6.220337,0.064196,0,0,0.50564864893976,Accession,,,1584.8169,1588.848082,0.027998,0.03759,4.855414,0.012739,0.00798443614926695,ISFEAPNAPHVFQK,22,35,11.0,5.562135138337361,7,21,35,34,xSFEApNApHVFQK,SecB his dimer apo,10.020000000000001,3.20389,11.0,6.220337,0.064196,0,0,0.5150669489450491,Accession,,,1584.8169,1588.900539,0.020537,0.026674,4.847721,0.000703,0.006829707409070073,ISFEAPNAPHVFQK,22,35,11.0,5.66573643839554,7 +27,21,35,34,xSFEApNApHVFQK,SecB WT apo,30.0,3.814868,11,6.220337,0.064196,0,0,0.6132896015119439,Accession,,,1584.8169,1589.517645,0.062793,0.067617,4.846944,0.009863,0.01257872970170332,ISFEAPNAPHVFQK,22,35,11.0,6.746185616631383,7,21,35,34,xSFEApNApHVFQK,SecB his dimer apo,30.0,4.044798,11.0,6.220337,0.064196,0,0,0.6502538367294248,Accession,,,1584.8169,1589.741446,0.019936,0.026214,4.849809,0.002599,0.007924343574093436,ISFEAPNAPHVFQK,22,35,11.0,7.152792204023673,7 +37,21,35,34,xSFEApNApHVFQK,SecB WT apo,60.0,4.295369,11,6.220337,0.064196,0,0,0.6905363809066937,Accession,,,1584.8169,1589.998147,0.026135,0.036223,4.85012,0.012387,0.009203208489488262,ISFEAPNAPHVFQK,22,35,11.0,7.59590018997363,7,21,35,34,xSFEApNApHVFQK,SecB his dimer apo,60.0,4.539953,11.0,6.220337,0.064196,0,0,0.7298564370387006,Accession,,,1584.8169,1590.236601,0.034226,0.038225,4.854696,0.005213,0.009721091373548806,ISFEAPNAPHVFQK,22,35,11.0,8.028420807425707,7 +47,21,35,34,xSFEApNApHVFQK,SecB WT apo,300.0,4.722663,11,6.220337,0.064196,0,0,0.7592294436780516,Accession,,,1584.8169,1590.42544,0.035983,0.043862,4.843775,0.003856,0.010541215246312921,ISFEAPNAPHVFQK,22,35,11.0,8.351523880458567,7,21,35,34,xSFEApNApHVFQK,SecB his dimer apo,300.0,4.955946,11.0,6.220337,0.064196,0,0,0.7967327172145175,Accession,,,1584.8169,1590.652594,0.023406,0.02894,4.861651,0.013775,0.009447537524559969,ISFEAPNAPHVFQK,22,35,11.0,8.764059889359693,7 +57,21,35,34,xSFEApNApHVFQK,SecB WT apo,600.0,4.758548,11,6.220337,0.064196,0,0,0.7649984237188436,Accession,,,1584.8169,1590.461325,0.055357,0.060774,4.854465,0.006093,0.012561398748548672,ISFEAPNAPHVFQK,22,35,11.0,8.41498266090728,7,21,35,34,xSFEApNApHVFQK,SecB his dimer apo,600.0,5.129863,11.0,6.220337,0.064196,0,0,0.8246921348473564,Accession,,,1584.8169,1590.826511,0.004038,0.017493,4.851965,0.005186,0.008963677565475421,ISFEAPNAPHVFQK,22,35,11.0,9.07161348332092,7 +67,21,35,34,xSFEApNApHVFQK,SecB WT apo,6000.00048,5.422302,11,6.220337,0.064196,0,0,0.871705504058703,Accession,,,1584.8169,1591.125079,0.030307,0.03934,4.854367,0.001976,0.010996891439613498,ISFEAPNAPHVFQK,22,35,11.0,9.588760544645732,7,21,35,34,xSFEApNApHVFQK,SecB his dimer apo,6000.00048,5.996754,11.0,6.220337,0.064196,0,0,0.964056127505632,Accession,,,1584.8169,1591.693402,0.020659,0.026768,4.855132,0.006333,0.010840145207582596,ISFEAPNAPHVFQK,22,35,11.0,10.604617402561951,7 +8,24,33,32,xApNApHVF,SecB WT apo,0.0,0.0,6,2.961946,0.018193,0,0,0.0,Accession,,,981.4789,982.043067,0.022384,0.0,4.843671,0.00981,0.0,EAPNAPHVF,25,33,6.0,0.0,8,24,33,32,xApNApHVF,SecB his dimer apo,0.0,0.0,6.0,2.961946,0.018193,0,0,0.0,Accession,,,981.4789,982.015861,0.013152,0.0,4.839308,0.008458,0.0,EAPNAPHVF,25,33,6.0,0.0,8 +18,24,33,32,xApNApHVF,SecB WT apo,10.020000000000001,1.513814,6,2.961946,0.018193,0,0,0.511087643056288,Accession,,,981.4789,983.556881,0.01248,0.025628,4.855928,0.011337,0.009204298243290816,EAPNAPHVF,25,33,6.0,3.0665258583377275,8,24,33,32,xApNApHVF,SecB his dimer apo,10.020000000000001,1.675231,6.0,2.961946,0.018193,0,0,0.565584585269279,Accession,,,981.4789,983.691092,0.014171,0.019334,4.848966,0.001437,0.007394335589893929,EAPNAPHVF,25,33,6.0,3.393507511615674,8 +28,24,33,32,xApNApHVF,SecB WT apo,30.0,2.110052,6,2.961946,0.018193,0,0,0.7123870590483419,Accession,,,981.4789,984.153119,0.040554,0.046321,4.850685,0.009714,0.016239318500369762,EAPNAPHVF,25,33,6.0,4.274322354290051,8,24,33,32,xApNApHVF,SecB his dimer apo,30.0,2.378079,6.0,2.961946,0.018193,0,0,0.8028772300372795,Accession,,,981.4789,984.39394,0.029642,0.032429,4.848829,0.003946,0.012007915426510297,EAPNAPHVF,25,33,6.0,4.817263380223677,8 +38,24,33,32,xApNApHVF,SecB WT apo,60.0,2.534297,6,2.961946,0.018193,0,0,0.8556189072994578,Accession,,,981.4789,984.577364,0.021429,0.030988,4.853134,0.011057,0.011707850096175539,EAPNAPHVF,25,33,6.0,5.133713443796747,8,24,33,32,xApNApHVF,SecB his dimer apo,60.0,2.817975,6.0,2.961946,0.018193,0,0,0.9513931043982571,Accession,,,981.4789,984.833836,0.009414,0.016174,4.856428,0.00604,0.00799792839900318,EAPNAPHVF,25,33,6.0,5.7083586263895425,8 +48,24,33,32,xApNApHVF,SecB WT apo,300.0,2.91008,6,2.961946,0.018193,0,0,0.9824892148607705,Accession,,,981.4789,984.953147,0.030334,0.037699,4.844159,0.002923,0.014085946682340637,EAPNAPHVF,25,33,6.0,5.894935289164623,8,24,33,32,xApNApHVF,SecB his dimer apo,300.0,3.012865,6.0,2.961946,0.018193,0,0,1.0171910629025647,Accession,,,981.4789,985.028726,0.016392,0.021016,4.862589,0.013638,0.009454060249215432,EAPNAPHVF,25,33,6.0,6.1031463774153885,8 +58,24,33,32,xApNApHVF,SecB WT apo,600.0,2.843235,6,2.961946,0.018193,0,0,0.9599212814818365,Accession,,,981.4789,984.886302,0.054118,0.058565,4.855408,0.006017,0.020632847438467977,EAPNAPHVF,25,33,6.0,5.759527688891019,8,24,33,32,xApNApHVF,SecB his dimer apo,600.0,3.012099,6.0,2.961946,0.018193,0,0,1.016932449139856,Accession,,,981.4789,985.02796,0.01869,0.022854,4.853031,0.004776,0.009927251696057944,EAPNAPHVF,25,33,6.0,6.101594694839136,8 +68,24,33,32,xApNApHVF,SecB WT apo,6000.00048,2.990798,6,2.961946,0.018193,0,0,1.009740893318109,Accession,,,981.4789,985.033865,0.029936,0.037379,4.856934,0.002004,0.014061425637000137,EAPNAPHVF,25,33,6.0,6.058445359908653,8,24,33,32,xApNApHVF,SecB his dimer apo,6000.00048,3.027803,6.0,2.961946,0.018193,0,0,1.0222343688912627,Accession,,,981.4789,985.043664,0.017466,0.021864,4.854696,0.006634,0.009690821800494732,EAPNAPHVF,25,33,6.0,6.133406213347577,8 +9,24,35,34,xApNApHVFQK,SecB WT apo,0.0,0.0,8,4.321766,0.016281,0,0,0.0,Accession,,,1237.6324,1238.349509,0.002106,0.0,4.043797,0.018325,0.0,EAPNAPHVFQK,25,35,8.0,0.0,9,24,35,34,xApNApHVFQK,SecB his dimer apo,0.0,0.0,8.0,4.321766,0.016281,0,0,0.0,Accession,,,1237.6324,1238.337946,0.018548,0.0,4.050134,0.011269,0.0,EAPNAPHVFQK,25,35,8.0,0.0,9 +19,24,35,34,xApNApHVFQK,SecB WT apo,10.020000000000001,2.737222,8,4.321766,0.016281,0,0,0.6333572895894872,Accession,,,1237.6324,1241.086731,0.018532,0.018651,4.063379,0.013265,0.004931259931096214,EAPNAPHVFQK,25,35,8.0,5.066858316715898,9,24,35,34,xApNApHVFQK,SecB his dimer apo,10.020000000000001,2.826411,8.0,4.321766,0.016281,0,0,0.6539944550445349,Accession,,,1237.6324,1241.164357,0.017233,0.025318,4.065151,0.001969,0.0063552434484352984,EAPNAPHVFQK,25,35,8.0,5.231955640356279,9 +29,24,35,34,xApNApHVFQK,SecB WT apo,30.0,3.325432,8,4.321766,0.016281,0,0,0.7694613729665142,Accession,,,1237.6324,1241.674941,0.006483,0.006816,4.062224,0.005645,0.003299991084206046,EAPNAPHVFQK,25,35,8.0,6.155690983732113,9,24,35,34,xApNApHVFQK,SecB his dimer apo,30.0,3.589783,8.0,4.321766,0.016281,0,0,0.8306287290889881,Accession,,,1237.6324,1241.927729,0.020753,0.027834,4.052444,0.007796,0.007160352119518361,EAPNAPHVFQK,25,35,8.0,6.645029832711905,9 +39,24,35,34,xApNApHVFQK,SecB WT apo,60.0,3.848745,8,4.321766,0.016281,0,0,0.89054914125383,Accession,,,1237.6324,1242.198254,0.018024,0.018147,4.071184,0.01117,0.005374632361305815,EAPNAPHVFQK,25,35,8.0,7.12439313003064,9,24,35,34,xApNApHVFQK,SecB his dimer apo,60.0,4.050813,8.0,4.321766,0.016281,0,0,0.9373050276206532,Accession,,,1237.6324,1242.388758,0.025718,0.031709,4.066545,0.007012,0.008142505406364043,EAPNAPHVFQK,25,35,8.0,7.498440220965225,9 +49,24,35,34,xApNApHVFQK,SecB WT apo,300.0,4.219532,8,4.321766,0.016281,0,0,0.9763443925469356,Accession,,,1237.6324,1242.569041,0.02944,0.029515,4.060225,0.004092,0.007756859231119821,EAPNAPHVFQK,25,35,8.0,7.810755140375485,9,24,35,34,xApNApHVFQK,SecB his dimer apo,300.0,4.248083,8.0,4.321766,0.016281,0,0,0.9829507196826482,Accession,,,1237.6324,1242.586029,0.018601,0.026268,4.063967,0.006089,0.007117233965785428,EAPNAPHVFQK,25,35,8.0,7.863605757461186,9 +59,24,35,34,xApNApHVFQK,SecB WT apo,600.0,4.200098,8,4.321766,0.016281,0,0,0.9718476196999096,Accession,,,1237.6324,1242.549607,0.068745,0.068777,4.069896,0.005124,0.01632980427757334,EAPNAPHVFQK,25,35,8.0,7.774780957599277,9,24,35,34,xApNApHVFQK,SecB his dimer apo,600.0,4.247328,8.0,4.321766,0.016281,0,0,0.9827760225796585,Accession,,,1237.6324,1242.585274,0.01029,0.021211,4.053595,0.005054,0.006147775821144883,EAPNAPHVFQK,25,35,8.0,7.862208180637268,9 +69,24,35,34,xApNApHVFQK,SecB WT apo,6000.00048,4.347501,8,4.321766,0.016281,0,0,1.0059547416495942,Accession,,,1237.6324,1242.69701,0.027652,0.027732,4.071529,0.002716,0.007452314226773316,EAPNAPHVFQK,25,35,8.0,8.047637933196754,9,24,35,34,xApNApHVFQK,SecB his dimer apo,6000.00048,4.251336,8.0,4.321766,0.016281,0,0,0.9837034212402985,Accession,,,1237.6324,1242.589282,0.012208,0.022205,4.06532,0.001628,0.0063349483421744094,EAPNAPHVFQK,25,35,8.0,7.869627369922388,9 diff --git a/tests/test_data/output/ecsecb_reduced_batch/fit_result.csv b/tests/test_data/output/ecsecb_reduced_batch/fit_result.csv index 86f20ab2..43c02015 100644 --- a/tests/test_data/output/ecsecb_reduced_batch/fit_result.csv +++ b/tests/test_data/output/ecsecb_reduced_batch/fit_result.csv @@ -1,153 +1,32 @@ -# PyHDX v0.4.1+102.gfcc6eb5.dirty -# 2022/07/27 18:17:44 (1658938664) -# {"r1": 1, "r2": 1, "r2_reference": false, "epochs": 1000, "patience": 50, "stop_loss": 5e-06, "optimizer": "SGD", "lr": 10000.0, "momentum": 0.5, "nesterov": true, "model_name": "DeltaGFit", "total_loss": 3.3259213005602906, "mse_loss": 3.287579492238546, "reg_loss": 0.03834180832174461, "regularization_percentage": 1.1528176663496361, "epochs_run": 1000} +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:44:14 (1665589454) +# {"r1": 1, "r2": 1, "r2_reference": false, "epochs": 1000, "patience": 50, "stop_loss": 5e-06, "optimizer": "SGD", "lr": 10000.0, "momentum": 0.5, "nesterov": true, "model_name": "DeltaGFit", "total_loss": 3.4407049854708287, "mse_loss": 3.253551544614695, "reg_loss": 0.18715344085613372, "regularization_percentage": 5.439392265434914, "epochs_run": 1000} # {"comment": "#", "header": [0, 1], "index_col": 0} state,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB WT apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo,SecB his dimer apo quantity,sequence,_dG,dG,pfact,k_obs,covariance,sequence,_dG,dG,pfact,k_obs,covariance r_number,,,,,,,,,,,, -10,T,19775.160802859646,19775.160802859646,2554.5669697011176,0.06441134082059016,1395.024563969512,T,19775.160951477108,19775.160951477108,2554.567120325539,0.0644113370242035,1670.8255615449086 -11,F,19331.435037876123,19331.435037876123,2142.2100984311514,0.063882934741667,1392.258570455115,F,19331.442554049918,19331.442554049918,2142.216486473195,0.06388274433305659,1667.543581964274 -12,Q,20650.747135239904,20650.747135239904,3615.6247047578618,0.05472000916773127,768.7322494124898,Q,20650.739496679787,20650.739496679787,3615.6137474861716,0.05472017495320056,1033.8389484133966 -13,I,16903.682229466234,16903.682229466234,817.6232733918444,0.054120963376629444,766.7516951421635,I,16903.667282409744,16903.667282409744,817.6184247972209,0.05412128392965402,1033.2420061318032 -14,Q,18980.896184708385,18980.896184708385,1864.0742444464508,0.05441936643261231,767.5522138670873,Q,18980.895620689807,18980.895620689807,1864.0738273228078,0.05441937860350016,1033.3268940736136 -15,R,21579.563532922377,21579.563532922377,5226.6219950928635,0.05471991693902222,768.6582505560497,R,21579.554733598845,21579.554733598845,5226.603748664682,0.0547201079334209,1033.760450509316 -16,I,17019.899967788526,17019.899967788526,856.2052704174648,0.05412087051850932,766.703509799877,I,17019.88426356605,17019.88426356605,856.1999358252681,0.05412120732764974,1033.191337410093 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+34,K,19858.075688694582,19858.075688694582,2639.999026209591,0.08216396047351444,1335.492143945354,K,19858.009898648445,19858.009898648445,2639.9301187035085,0.08216610430669125,1498.4200507288879 diff --git a/tests/test_data/output/ecsecb_reduced_batch/fit_result.txt b/tests/test_data/output/ecsecb_reduced_batch/fit_result.txt index 5979947f..81c6a858 100644 --- a/tests/test_data/output/ecsecb_reduced_batch/fit_result.txt +++ b/tests/test_data/output/ecsecb_reduced_batch/fit_result.txt @@ -1,5 +1,5 @@ -PyHDX v0.4.1+102.gfcc6eb5.dirty -2022/07/27 18:17:45 (1658938665) +PyHDX v0.4.1+101.gdc82a4a.dirty +2022/10/12 17:44:14 (1665589454) Metadata -------- @@ -14,158 +14,37 @@ lr: 10000.0 momentum: 0.5 nesterov: true model_name: DeltaGFit -total_loss: 3.3259213005602906 -mse_loss: 3.287579492238546 -reg_loss: 0.03834180832174461 -regularization_percentage: 1.1528176663496361 +total_loss: 3.4407049854708287 +mse_loss: 3.253551544614695 +reg_loss: 0.18715344085613372 +regularization_percentage: 5.439392265434914 epochs_run: 1000 -state SecB WT apo SecB his dimer apo -quantity sequence _dG dG pfact k_obs covariance sequence _dG dG pfact k_obs covariance -r_number -10 T 19775.160803 19775.160803 2554.566970 0.064411 1395.024564 T 19775.160951 19775.160951 2554.567120 0.064411 1670.825562 -11 F 19331.435038 19331.435038 2142.210098 0.063883 1392.258570 F 19331.442554 19331.442554 2142.216486 0.063883 1667.543582 -12 Q 20650.747135 20650.747135 3615.624705 0.05472 768.732249 Q 20650.739497 20650.739497 3615.613747 0.054720 1033.838948 -13 I 16903.682229 16903.682229 817.623273 0.054121 766.751695 I 16903.667282 16903.667282 817.618425 0.054121 1033.242006 -14 Q 18980.896185 18980.896185 1864.074244 0.054419 767.552214 Q 18980.895621 18980.895621 1864.073827 0.054419 1033.326894 -15 R 21579.563533 21579.563533 5226.621995 0.05472 768.658251 R 21579.554734 21579.554734 5226.603749 0.054720 1033.760451 -16 I 17019.899968 17019.899968 856.205270 0.054121 766.703510 I 17019.884264 17019.884264 856.199936 0.054121 1033.191337 -17 Y 17064.099505 17064.099505 871.351945 0.05442 768.083207 Y 17064.079894 17064.079894 871.345165 0.054420 1033.889949 -18 T 19414.645221 NaN NaN NaN NaN T 19414.645221 NaN NaN NaN NaN -19 K 21911.386774 21911.386774 5962.044236 0.03639 901.996658 K 21911.386785 21911.386785 5962.044264 0.036390 763.687166 -20 D 22246.400106 22246.400106 6809.558549 0.036593 898.529454 D 22246.404543 22246.404543 6809.570537 0.036593 761.996213 -21 I 15711.736594 15711.736594 509.539165 0.036195 905.905834 I 15711.731521 15711.731521 509.538140 0.036195 766.134509 -22 S 21417.554669 21417.554669 4901.245955 0.042272 593.472276 S 21417.559294 21417.559294 4901.254948 0.042272 474.679645 -23 F 20967.483271 20967.483271 4099.754920 0.042033 594.574272 F 20967.491986 20967.491986 4099.769095 0.042032 475.291679 -24 E 20329.769995 20329.769995 3183.303577 0.042033 594.597295 E 20329.778109 20329.778109 3183.313825 0.042033 475.315739 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-66 NaN 20311.292693 NaN NaN NaN NaN A 20397.808987 20397.808987 3270.403750 0.072730 713.086284 -67 NaN 20311.292836 NaN NaN NaN NaN S 20340.066362 20340.066362 3196.333975 0.110068 892.991376 -68 NaN 20311.293124 NaN NaN NaN NaN L 20537.582425 20537.582425 3456.883461 0.022784 1042.648215 -69 NaN 20311.293698 NaN NaN NaN NaN G 20461.356824 20461.356824 3353.905701 0.025750 694.765612 -70 NaN 20311.294848 NaN NaN NaN NaN E 20391.694287 20391.694287 3262.479501 0.052835 630.942963 -71 NaN 20311.304043 NaN NaN NaN NaN E 20454.157294 20454.157294 3344.339420 0.024687 693.238930 -72 NaN 20311.294848 NaN NaN NaN NaN T 20454.153311 20454.153311 3344.334136 0.027059 692.193462 -73 NaN 20311.310940 NaN NaN NaN NaN A 20345.718249 20345.718249 3203.509288 0.074249 716.304568 -74 NaN 20311.294848 NaN NaN NaN NaN F 20447.393379 20447.393379 3335.376818 0.025893 694.693292 -75 NaN 20311.304043 NaN NaN NaN NaN L 20419.408231 20419.408231 3298.549336 0.013740 1253.612741 -76 NaN 20311.294848 NaN NaN NaN NaN C 20346.551222 20346.551222 3204.568144 0.120377 1372.182027 -77 NaN 20311.293698 NaN NaN NaN NaN E 20354.931005 20354.931005 3215.239821 0.128604 1035.909905 -78 NaN 20311.293124 NaN NaN NaN NaN V 20488.649758 20488.649758 3390.419983 0.006257 926.442210 -79 NaN 20311.292836 NaN NaN NaN NaN Q 20498.865807 20498.865807 3404.189705 0.036670 436.149743 -80 NaN 20311.292693 NaN NaN NaN NaN Q 20429.796047 20429.796047 3312.171645 0.082453 703.131275 -81 NaN 20311.292621 NaN NaN NaN NaN G 20442.391863 20442.391863 3328.764953 0.066686 646.597708 -82 NaN 20311.292586 NaN NaN NaN NaN G 20451.673783 20451.673783 3341.045821 0.062006 631.428952 -83 NaN 20311.292569 NaN NaN NaN NaN I 20526.275188 20526.275188 3441.410420 0.012011 11413.904805 -84 NaN 20311.292562 NaN NaN NaN NaN F 20526.284728 20526.284728 3441.423446 0.014777 8101.360141 -85 NaN 20305.053508 NaN NaN NaN NaN S 20305.053508 NaN NaN NaN NaN -86 NaN 20299.931600 NaN NaN NaN NaN I 20278.206050 20278.206050 3118.842479 0.017878 2309.884414 -87 NaN 20299.931546 NaN NaN NaN NaN A 20276.121975 20276.121975 3116.264761 0.028358 3047.411310 -88 NaN 20299.941756 NaN NaN NaN NaN G 20276.123832 20276.123832 3116.267056 0.044944 5463.934031 -89 NaN 20299.925955 NaN NaN NaN NaN I 20276.121578 20276.121578 3116.264269 0.013264 2183.621495 -90 NaN 20299.934864 NaN NaN NaN NaN E 20276.118687 20276.118687 3116.260695 0.022021 2515.945229 -91 NaN 20299.931559 NaN NaN NaN NaN G 20276.111781 20276.111781 3116.252158 0.031841 3536.671709 -92 NaN 20299.931627 NaN NaN NaN NaN T 20276.101949 20276.101949 3116.240001 0.060629 3093.321118 -93 NaN 20299.931654 NaN NaN NaN NaN Q 20276.121443 20276.121443 3116.264103 0.087635 2213.314396 -94 NaN 20305.030763 NaN NaN NaN NaN X 20305.021080 NaN NaN NaN NaN -95 NaN 20305.037613 NaN NaN NaN NaN X 20305.028024 NaN NaN NaN NaN -96 NaN 20305.045926 NaN NaN NaN NaN X 20305.047296 NaN NaN NaN NaN -97 NaN 20305.061089 NaN NaN NaN NaN X 20305.059719 NaN NaN NaN NaN -98 NaN 20305.069403 NaN NaN NaN NaN X 20305.078992 NaN NaN NaN NaN -99 NaN 20305.076252 NaN NaN NaN NaN G 20305.085936 NaN NaN NaN NaN -100 NaN 20311.347722 NaN NaN NaN NaN A 20416.741296 20416.741296 3295.061036 0.067368 871.725973 -101 NaN 20311.354725 NaN NaN NaN NaN Y 20460.526992 20460.526992 3352.801680 0.024039 4444.630357 -102 NaN 20311.375254 NaN NaN NaN NaN C 20341.669593 20341.669593 3198.367711 0.219475 1088.498248 -103 NaN 20311.375328 NaN NaN NaN NaN P 20311.993730 NaN NaN NaN NaN -104 NaN 20311.364990 NaN NaN NaN NaN N 20423.362776 20423.362776 3303.728605 0.080782 827.284819 -105 NaN 20311.380534 NaN NaN NaN NaN I 20494.722473 20494.722473 3398.598375 0.017180 1276.424042 -106 NaN 20311.371105 NaN NaN NaN NaN L 20475.119125 20475.119125 3372.268393 0.006893 1334.147484 -107 NaN 20311.386946 NaN NaN NaN NaN F 20475.104315 20475.104315 3372.248578 0.015791 1509.758271 -108 NaN 20311.388179 NaN NaN NaN NaN P 20311.993730 NaN NaN NaN NaN -109 NaN 20311.379350 NaN NaN NaN NaN A 20403.581809 20403.581809 3277.902609 0.026346 7760.289485 -110 NaN 20311.388107 NaN NaN NaN NaN A 20398.448822 20398.448822 3271.234046 0.045878 399.106645 -111 NaN 20311.393771 NaN NaN NaN NaN R 20387.378520 20387.378520 3256.898112 0.055400 383.881612 -112 NaN 20311.391436 NaN NaN NaN NaN E 20382.930171 20382.930171 3251.155254 0.059489 469.537991 -113 NaN 20311.400613 NaN NaN NaN NaN C 20321.461685 20321.461685 3172.827868 0.139693 1563.747489 -114 NaN 20311.391456 NaN NaN NaN NaN I 20311.993730 NaN NaN NaN NaN -115 NaN 20311.400601 NaN NaN NaN NaN A 20395.601303 20395.601303 3267.540519 0.027046 1480.449121 -116 NaN 20311.391407 NaN NaN NaN NaN S 20324.690346 20324.690346 3176.894693 0.110741 1272.542810 -117 NaN 20311.400606 NaN NaN NaN NaN M 20331.438511 20331.438511 3185.411528 0.091865 948.190244 -118 NaN 20311.391418 NaN NaN NaN NaN V 20477.333497 20477.333497 3375.232349 0.011429 1613.863556 -119 NaN 20311.393735 NaN NaN NaN NaN A 20458.844508 20458.844508 3350.564390 0.032449 707.873370 -120 NaN 20311.378002 NaN NaN NaN NaN R 20375.067701 20375.067701 3241.029492 0.055671 625.533271 -121 NaN 20311.387430 NaN NaN NaN NaN G 20345.504191 20345.504191 3203.237239 0.072565 683.874916 -122 NaN 20311.378783 NaN NaN NaN NaN T 20366.738414 20366.738414 3230.336932 0.058488 631.228948 -123 NaN 20311.389114 NaN NaN NaN NaN F 20410.084250 20410.084250 3286.369832 0.041649 635.131687 -124 NaN 20311.389134 NaN NaN NaN NaN P 20311.993730 NaN NaN NaN NaN -125 NaN 20311.368438 NaN NaN NaN NaN Q 20469.896871 20469.896871 3365.288664 0.029464 755.607469 -126 NaN 20311.368411 NaN NaN NaN NaN L 20470.050828 20470.050828 3365.494226 0.018590 1115.061024 -127 NaN 20302.769147 NaN NaN NaN NaN N 20286.626605 20286.626605 3129.279295 0.091383 1712.366378 -128 NaN 20302.753383 NaN NaN NaN NaN L 20291.736157 20291.736157 3135.629324 0.026302 1421.033987 -129 NaN 20302.769147 NaN NaN NaN NaN A 20291.751275 20291.751275 3135.648131 0.029511 1356.854865 -130 NaN 20302.773392 NaN NaN NaN NaN P 20302.785895 NaN NaN NaN NaN -131 NaN 20302.792002 NaN NaN NaN NaN V 20350.789419 20350.789419 3209.961066 0.005368 1202.714969 -132 NaN 20302.307324 NaN NaN NaN NaN N 20249.763774 20249.763774 3083.846513 0.108947 1564.614763 -133 NaN 20302.308925 NaN NaN NaN NaN F 20251.776313 20251.776313 3086.309820 0.058461 1319.070442 -134 NaN 20302.306841 NaN NaN NaN NaN X 20302.315573 NaN NaN NaN NaN -135 NaN 20302.325301 NaN NaN NaN NaN X 20302.313504 NaN NaN NaN NaN -136 NaN 20302.302168 NaN NaN NaN NaN X 20302.313769 NaN NaN NaN NaN -137 NaN 20302.302472 NaN NaN NaN NaN F 20302.302499 NaN NaN NaN NaN -138 NaN 20298.621363 NaN NaN NaN NaN M 20205.920795 20205.920795 3030.668832 0.055561 3681.554931 -139 NaN 20298.614467 NaN NaN NaN NaN N 20152.035162 20152.035162 2966.564754 0.201395 640.050954 -140 NaN 20298.607570 NaN NaN NaN NaN Y 19965.992750 19965.992750 2755.485867 0.061107 2145.990005 -141 NaN 20298.600673 NaN NaN NaN NaN L 19985.734898 19985.734898 2777.153066 0.015948 663.145350 -142 NaN 20298.593776 NaN NaN NaN NaN Q 19809.405863 19809.405863 2589.511328 0.041026 884.686903 -143 NaN 20298.593775 NaN NaN NaN NaN Q 19814.657775 19814.657775 2594.912599 0.105235 646.180649 -144 NaN 20298.593773 NaN NaN NaN NaN Q 19814.667433 19814.667433 2594.922543 0.105234 646.182812 -145 NaN 20298.593768 NaN NaN NaN NaN A 19803.017933 19803.017933 2582.956882 0.092080 737.198815 -146 NaN 20298.593759 NaN NaN NaN NaN G 19787.607003 19787.607003 2567.212441 0.054553 1988.170600 -147 NaN 20298.593741 NaN NaN NaN NaN E 19787.615474 19787.615474 2567.221069 0.067139 1314.702150 -148 NaN 20298.593705 NaN NaN NaN NaN G 19790.561957 19790.561957 2570.223889 0.038603 825.050421 -149 NaN 20298.593633 NaN NaN NaN NaN T 19790.556259 19790.556259 2570.218078 0.073504 1036.620898 -150 NaN 20298.593489 NaN NaN NaN NaN E 19790.570955 19790.570955 2570.233065 0.071856 1090.107471 -151 NaN 20298.592340 NaN NaN NaN NaN E 19828.050475 19828.050475 2608.737228 0.031646 702.679439 -152 NaN 20298.591333 NaN NaN NaN NaN H 19867.912051 19867.912051 2650.321748 0.039127 955.606112 -153 NaN 20298.582209 NaN NaN NaN NaN Q 19883.532199 19883.532199 2666.797240 0.100600 715.393534 -154 NaN 20298.591438 NaN NaN NaN NaN D 19898.004353 19898.004353 2682.153264 0.111669 656.236657 -155 NaN 20298.581106 NaN NaN NaN NaN A 20277.522315 20277.522315 3117.996556 0.000504 1451.772930 \ No newline at end of file +state SecB WT apo SecB his dimer apo +quantity sequence _dG dG pfact k_obs covariance sequence _dG dG pfact k_obs covariance +r_number +10 T 19785.840336 19785.840336 2565.413684 0.064139 1453.555279 T 19785.833626 19785.833626 2565.406854 0.064139 1711.919917 +11 F 19449.428121 19449.428121 2244.877314 0.060963 1436.781836 F 19449.430879 19449.430879 2244.879770 0.060963 1691.533332 +12 Q 20696.962873 20696.962873 3682.531328 0.053726 839.798349 Q 20696.886230 20696.886230 3682.419354 0.053728 1066.027090 +13 I 17096.487364 17096.487364 882.620736 0.050140 826.746419 I 17096.382620 17096.382620 882.584058 0.050142 1060.112925 +14 Q 19100.419279 19100.419279 1954.597685 0.051900 832.869705 Q 19100.386803 19100.386803 1954.572501 0.051901 1062.179705 +15 R 21625.792368 21625.792368 5323.367557 0.053726 839.726263 R 21625.709546 21625.709546 5323.192640 0.053727 1065.947537 +16 I 17198.085032 17198.085032 918.924219 0.050431 827.796591 I 17198.042325 17198.042325 918.908649 0.050432 1060.416525 +17 Y 17198.141556 17198.141556 918.944826 0.051605 832.227383 Y 17198.087537 17198.087537 918.925132 0.051606 1062.181994 +18 T 19414.645221 NaN NaN NaN NaN T 19414.645221 NaN NaN NaN NaN +19 K 22388.687791 22388.687791 7205.025749 0.030113 1075.062298 K 22388.722908 22388.722908 7205.126131 0.030113 1136.146777 +20 D 22647.876674 22647.876674 7985.360549 0.031205 1040.244700 D 22647.792244 22647.792244 7985.093071 0.031207 1097.289591 +21 I 16263.755741 16263.755741 634.296133 0.029087 1112.640427 I 16263.756439 16263.756439 634.296309 0.029087 1178.100988 +22 S 22050.254448 22050.254448 6299.738105 0.032890 691.641302 S 21971.471360 21971.471360 6105.875457 0.033934 716.886571 +23 F 21683.217637 21683.217637 5446.042085 0.031644 709.216437 F 21603.306147 21603.306147 5276.087784 0.032663 733.816915 +24 E 21045.437772 21045.437772 4228.532581 0.031646 709.207124 E 20965.539725 20965.539725 4096.594872 0.032664 733.815147 +25 A 19780.251734 19780.251734 2559.731864 0.041533 589.339360 A 19643.338682 19643.338682 2424.398243 0.043851 623.744649 +26 P 20236.414306 NaN NaN NaN NaN P 20236.414306 NaN NaN NaN NaN +27 N 21998.198726 21998.198726 6170.965864 0.043254 584.542935 N 21863.821887 21863.821887 5850.589490 0.045622 621.138744 +28 A 22301.528973 22301.528973 6960.137530 0.045058 581.216371 A 22169.879574 22169.879574 6605.934296 0.047473 620.047237 +29 P 20145.970132 NaN NaN NaN NaN P 20145.970132 NaN NaN NaN NaN +30 H 19090.099788 19090.099788 1946.611577 0.043265 584.675564 H 18955.849402 18955.849402 1845.642461 0.045630 621.324966 +31 V 17700.208458 17700.208458 1121.494153 0.041549 589.506024 V 17563.481769 17563.481769 1062.279035 0.043863 623.992981 +32 F 18339.572288 18339.572288 1445.310798 0.043270 584.742807 F 18205.385908 18205.385908 1370.378532 0.045634 621.419333 +33 Q 20377.021753 20377.021753 3243.543089 0.060995 768.349287 Q 20376.513134 20376.513134 3242.888638 0.061008 817.523946 +34 K 19858.075689 19858.075689 2639.999026 0.082164 1335.492144 K 19858.009899 19858.009899 2639.930119 0.082166 1498.420051 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_reduced_batch/log.txt b/tests/test_data/output/ecsecb_reduced_batch/log.txt index f6af17e5..be3ebc97 100644 --- a/tests/test_data/output/ecsecb_reduced_batch/log.txt +++ b/tests/test_data/output/ecsecb_reduced_batch/log.txt @@ -1,4 +1,4 @@ -# 2022/07/27 18:17:45 (1658938665) -PyHDX v0.4.1+102.gfcc6eb5.dirty -Total_loss 3.33, mse_loss 3.29, reg_loss 0.04(1.15%) +# 2022/10/12 17:44:14 (1665589454) +PyHDX v0.4.1+101.gdc82a4a.dirty +Total_loss 3.44, mse_loss 3.25, reg_loss 0.19(5.44%) Number of epochs: 1000 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_reduced_batch/losses.csv b/tests/test_data/output/ecsecb_reduced_batch/losses.csv index 0c4ff334..1a28b611 100644 --- a/tests/test_data/output/ecsecb_reduced_batch/losses.csv +++ b/tests/test_data/output/ecsecb_reduced_batch/losses.csv @@ -1,1002 +1,1002 @@ # {"comment": "#", "header": [0], "index_col": 0} epoch,mse_loss,reg_1,reg_2 -1,3.527965597829605,0.031248286481340787,0.0 -2,3.5277592576024577,0.03125031628164359,4.30921150150176e-06 -3,3.5275249829524715,0.031252327253743994,8.904073204759125e-06 -4,3.527274604501793,0.03125447443357251,1.380308045234365e-05 -5,3.5270162103855998,0.031256736356726655,1.8859763279166044e-05 -6,3.526753847352848,0.03125886427977384,2.390608693448896e-05 -7,3.5264895225408455,0.03126103093361053,2.9042738195783215e-05 -8,3.5262242587481833,0.03126323855056343,3.417787511137822e-05 -9,3.5259585197436274,0.031265453081922905,3.9365487940471814e-05 -10,3.525692598346453,0.03126764444171381,4.451748472088371e-05 -11,3.5254266077585146,0.03126977506683055,4.968155977763199e-05 -12,3.5251606138777594,0.03127194989553467,5.482196194319691e-05 -13,3.524894629801491,0.03127418366123527,6.0033302169627135e-05 -14,3.524628702047062,0.031276378255326,6.515905008025223e-05 -15,3.524362824305385,0.0312785364535591,7.032453970773906e-05 -16,3.5240969907827426,0.03128076165300229,7.550567703301193e-05 -17,3.523831208755061,0.031282961378238223,8.067099535309266e-05 -18,3.523565483560535,0.03128518459216302,8.5836169820715e-05 -19,3.523299830647811,0.031287328464305666,9.09888014445542e-05 -20,3.5230342187744026,0.03128953495650962,9.61608600336099e-05 -21,3.522768652396854,0.0312917302354182,0.0001013224017442435 -22,3.5225031609309805,0.03129392088110296,0.00010649305996825244 -23,3.5222377083115144,0.031296109733407095,0.00011163639059673748 -24,3.521972331910861,0.0312983080031993,0.00011678693892811256 -25,3.5217069951221087,0.03130053815822097,0.00012199705805090735 -26,3.521441722761138,0.03130269901660484,0.00012711255451134979 -27,3.5211765041260428,0.03130489343048015,0.00013228107491122687 -28,3.520911343443195,0.031307097022275396,0.00013744391622635144 -29,3.5206462271523935,0.03130924906108456,0.0001426167552912892 -30,3.5203811802192724,0.031311449565950146,0.0001477476206998701 -31,3.5201161927025537,0.03131361763916723,0.00015291438486978508 -32,3.5198512466913496,0.031315803249861156,0.0001580688371957939 -33,3.519586352830411,0.03131800977688538,0.00016325051984971006 -34,3.5193215324280263,0.0313202145723422,0.00016838568556252679 -35,3.5190567519951577,0.0313223684999143,0.00017355131407194516 -36,3.518792052447694,0.031324554429880996,0.00017868037245443764 -37,3.5185273778850257,0.03132680888722579,0.00018389638293146138 -38,3.518262764976043,0.031328937448949795,0.00018900048729625731 -39,3.517998222184213,0.03133115451632661,0.00019418519204880187 -40,3.5177337325914895,0.031333311276085594,0.00019931370389010216 -41,3.5174693024795927,0.031335552230239754,0.00020449759816204105 -42,3.517204910512861,0.03133771328910389,0.0002096154966257024 -43,3.516940587376135,0.03133994401977442,0.000214776559116886 -44,3.5166763191243526,0.03134212837179544,0.00021992668679979643 -45,3.516412103826237,0.031344366504236415,0.00022510358270465638 -46,3.516147948704476,0.03134651380024153,0.0002302228546592338 -47,3.5158838400493844,0.03134868546049579,0.0002353891752152116 -48,3.5156197948978005,0.03135091396569427,0.00024053507055676735 -49,3.5153558038126307,0.031353067916733694,0.0002457014780647264 -50,3.5150918632505896,0.031355256716970786,0.00025083506588110155 -51,3.51482798696321,0.03135745966303147,0.00025600332551969847 -52,3.5145641676186137,0.031359592282908036,0.0002611284094030334 -53,3.5143003979767418,0.03136180066915333,0.0002662932444790772 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b/tests/test_data/output/ecsecb_reduced_batch/losses.txt @@ -1,1002 +1,1002 @@ mse_loss reg_1 reg_2 epoch -1 3.527966 0.031248 0.000000 -2 3.527759 0.031250 0.000004 -3 3.527525 0.031252 0.000009 -4 3.527275 0.031254 0.000014 -5 3.527016 0.031257 0.000019 -6 3.526754 0.031259 0.000024 -7 3.526490 0.031261 0.000029 -8 3.526224 0.031263 0.000034 -9 3.525959 0.031265 0.000039 -10 3.525693 0.031268 0.000045 -11 3.525427 0.031270 0.000050 -12 3.525161 0.031272 0.000055 -13 3.524895 0.031274 0.000060 -14 3.524629 0.031276 0.000065 -15 3.524363 0.031279 0.000070 -16 3.524097 0.031281 0.000076 -17 3.523831 0.031283 0.000081 -18 3.523565 0.031285 0.000086 -19 3.523300 0.031287 0.000091 -20 3.523034 0.031290 0.000096 -21 3.522769 0.031292 0.000101 -22 3.522503 0.031294 0.000106 -23 3.522238 0.031296 0.000112 -24 3.521972 0.031298 0.000117 -25 3.521707 0.031301 0.000122 -26 3.521442 0.031303 0.000127 -27 3.521177 0.031305 0.000132 -28 3.520911 0.031307 0.000137 -29 3.520646 0.031309 0.000143 -30 3.520381 0.031311 0.000148 -31 3.520116 0.031314 0.000153 -32 3.519851 0.031316 0.000158 -33 3.519586 0.031318 0.000163 -34 3.519322 0.031320 0.000168 -35 3.519057 0.031322 0.000174 -36 3.518792 0.031325 0.000179 -37 3.518527 0.031327 0.000184 -38 3.518263 0.031329 0.000189 -39 3.517998 0.031331 0.000194 -40 3.517734 0.031333 0.000199 -41 3.517469 0.031336 0.000204 -42 3.517205 0.031338 0.000210 -43 3.516941 0.031340 0.000215 -44 3.516676 0.031342 0.000220 -45 3.516412 0.031344 0.000225 -46 3.516148 0.031347 0.000230 -47 3.515884 0.031349 0.000235 -48 3.515620 0.031351 0.000241 -49 3.515356 0.031353 0.000246 -50 3.515092 0.031355 0.000251 -51 3.514828 0.031357 0.000256 -52 3.514564 0.031360 0.000261 -53 3.514300 0.031362 0.000266 -54 3.514037 0.031364 0.000271 -55 3.513773 0.031366 0.000277 -56 3.513509 0.031368 0.000282 -57 3.513246 0.031371 0.000287 -58 3.512982 0.031373 0.000292 -59 3.512719 0.031375 0.000297 -60 3.512456 0.031377 0.000302 -61 3.512192 0.031379 0.000307 -62 3.511929 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0.186587 0.001611 +754 3.350425 0.186581 0.001613 +755 3.349997 0.186575 0.001615 +756 3.349569 0.186569 0.001617 +757 3.349141 0.186563 0.001619 +758 3.348713 0.186557 0.001621 +759 3.348286 0.186551 0.001623 +760 3.347858 0.186545 0.001626 +761 3.347432 0.186540 0.001628 +762 3.347005 0.186534 0.001629 +763 3.346579 0.186528 0.001631 +764 3.346153 0.186522 0.001634 +765 3.345728 0.186516 0.001636 +766 3.345302 0.186510 0.001637 +767 3.344877 0.186504 0.001639 +768 3.344453 0.186498 0.001641 +769 3.344028 0.186492 0.001644 +770 3.343604 0.186486 0.001645 +771 3.343181 0.186481 0.001647 +772 3.342757 0.186475 0.001649 +773 3.342334 0.186469 0.001651 +774 3.341911 0.186463 0.001653 +775 3.341489 0.186457 0.001655 +776 3.341066 0.186451 0.001657 +777 3.340644 0.186445 0.001659 +778 3.340222 0.186439 0.001662 +779 3.339801 0.186433 0.001664 +780 3.339380 0.186427 0.001665 +781 3.338959 0.186421 0.001668 +782 3.338538 0.186415 0.001670 +783 3.338118 0.186409 0.001672 +784 3.337698 0.186403 0.001674 +785 3.337278 0.186397 0.001676 +786 3.336859 0.186391 0.001677 +787 3.336440 0.186385 0.001680 +788 3.336021 0.186379 0.001682 +789 3.335602 0.186373 0.001683 +790 3.335184 0.186367 0.001685 +791 3.334766 0.186361 0.001687 +792 3.334349 0.186356 0.001689 +793 3.333931 0.186350 0.001691 +794 3.333514 0.186343 0.001694 +795 3.333097 0.186338 0.001695 +796 3.332681 0.186331 0.001697 +797 3.332264 0.186326 0.001700 +798 3.331849 0.186319 0.001701 +799 3.331433 0.186314 0.001703 +800 3.331018 0.186307 0.001705 +801 3.330603 0.186302 0.001708 +802 3.330187 0.186296 0.001710 +803 3.329773 0.186290 0.001712 +804 3.329359 0.186284 0.001714 +805 3.328945 0.186278 0.001716 +806 3.328531 0.186272 0.001718 +807 3.328118 0.186266 0.001720 +808 3.327705 0.186259 0.001722 +809 3.327292 0.186254 0.001724 +810 3.326880 0.186247 0.001726 +811 3.326468 0.186242 0.001727 +812 3.326056 0.186235 0.001730 +813 3.325645 0.186230 0.001732 +814 3.325233 0.186223 0.001733 +815 3.324822 0.186217 0.001735 +816 3.324411 0.186211 0.001738 +817 3.324001 0.186205 0.001739 +818 3.323591 0.186199 0.001741 +819 3.323181 0.186193 0.001743 +820 3.322772 0.186187 0.001745 +821 3.322362 0.186181 0.001747 +822 3.321953 0.186175 0.001749 +823 3.321544 0.186169 0.001751 +824 3.321136 0.186163 0.001753 +825 3.320728 0.186157 0.001756 +826 3.320320 0.186151 0.001758 +827 3.319912 0.186145 0.001760 +828 3.319505 0.186139 0.001762 +829 3.319098 0.186133 0.001763 +830 3.318691 0.186127 0.001766 +831 3.318285 0.186121 0.001768 +832 3.317879 0.186114 0.001769 +833 3.317473 0.186108 0.001771 +834 3.317067 0.186102 0.001773 +835 3.316662 0.186096 0.001775 +836 3.316257 0.186090 0.001777 +837 3.315852 0.186084 0.001779 +838 3.315448 0.186078 0.001781 +839 3.315044 0.186072 0.001783 +840 3.314640 0.186066 0.001785 +841 3.314236 0.186060 0.001787 +842 3.313833 0.186054 0.001789 +843 3.313430 0.186047 0.001791 +844 3.313027 0.186041 0.001793 +845 3.312624 0.186035 0.001795 +846 3.312222 0.186029 0.001797 +847 3.311820 0.186023 0.001799 +848 3.311419 0.186017 0.001801 +849 3.311017 0.186011 0.001803 +850 3.310617 0.186005 0.001805 +851 3.310216 0.185999 0.001807 +852 3.309815 0.185992 0.001809 +853 3.309415 0.185986 0.001811 +854 3.309015 0.185980 0.001813 +855 3.308616 0.185974 0.001815 +856 3.308216 0.185968 0.001817 +857 3.307817 0.185962 0.001819 +858 3.307418 0.185956 0.001821 +859 3.307019 0.185949 0.001823 +860 3.306621 0.185943 0.001825 +861 3.306223 0.185937 0.001827 +862 3.305826 0.185931 0.001828 +863 3.305428 0.185925 0.001831 +864 3.305031 0.185919 0.001833 +865 3.304634 0.185913 0.001834 +866 3.304237 0.185906 0.001837 +867 3.303841 0.185900 0.001839 +868 3.303445 0.185894 0.001840 +869 3.303050 0.185888 0.001842 +870 3.302654 0.185882 0.001844 +871 3.302259 0.185876 0.001846 +872 3.301864 0.185870 0.001848 +873 3.301469 0.185863 0.001850 +874 3.301075 0.185857 0.001852 +875 3.300681 0.185851 0.001854 +876 3.300287 0.185845 0.001856 +877 3.299894 0.185839 0.001858 +878 3.299501 0.185832 0.001860 +879 3.299108 0.185826 0.001862 +880 3.298715 0.185820 0.001864 +881 3.298323 0.185814 0.001866 +882 3.297931 0.185808 0.001867 +883 3.297539 0.185801 0.001869 +884 3.297147 0.185795 0.001871 +885 3.296756 0.185789 0.001873 +886 3.296364 0.185783 0.001876 +887 3.295974 0.185777 0.001878 +888 3.295583 0.185770 0.001880 +889 3.295193 0.185764 0.001882 +890 3.294803 0.185758 0.001884 +891 3.294413 0.185752 0.001886 +892 3.294024 0.185746 0.001887 +893 3.293635 0.185739 0.001889 +894 3.293246 0.185733 0.001891 +895 3.292858 0.185727 0.001893 +896 3.292469 0.185721 0.001895 +897 3.292081 0.185714 0.001897 +898 3.291694 0.185708 0.001899 +899 3.291306 0.185702 0.001901 +900 3.290919 0.185696 0.001902 +901 3.290533 0.185690 0.001904 +902 3.290146 0.185683 0.001907 +903 3.289759 0.185677 0.001909 +904 3.289373 0.185671 0.001910 +905 3.288987 0.185664 0.001912 +906 3.288602 0.185658 0.001914 +907 3.288216 0.185652 0.001917 +908 3.287831 0.185646 0.001919 +909 3.287446 0.185639 0.001920 +910 3.287062 0.185633 0.001922 +911 3.286678 0.185627 0.001924 +912 3.286294 0.185621 0.001926 +913 3.285910 0.185614 0.001928 +914 3.285527 0.185608 0.001930 +915 3.285144 0.185602 0.001932 +916 3.284761 0.185596 0.001934 +917 3.284379 0.185589 0.001936 +918 3.283996 0.185583 0.001937 +919 3.283614 0.185577 0.001939 +920 3.283233 0.185570 0.001941 +921 3.282851 0.185564 0.001943 +922 3.282470 0.185558 0.001945 +923 3.282089 0.185552 0.001947 +924 3.281708 0.185545 0.001949 +925 3.281328 0.185539 0.001951 +926 3.280948 0.185533 0.001953 +927 3.280568 0.185526 0.001955 +928 3.280188 0.185520 0.001957 +929 3.279809 0.185514 0.001959 +930 3.279429 0.185508 0.001961 +931 3.279050 0.185501 0.001963 +932 3.278672 0.185495 0.001965 +933 3.278294 0.185489 0.001967 +934 3.277916 0.185482 0.001969 +935 3.277538 0.185476 0.001971 +936 3.277161 0.185470 0.001973 +937 3.276784 0.185463 0.001974 +938 3.276407 0.185457 0.001976 +939 3.276030 0.185451 0.001978 +940 3.275654 0.185444 0.001980 +941 3.275278 0.185438 0.001982 +942 3.274902 0.185432 0.001983 +943 3.274526 0.185425 0.001985 +944 3.274151 0.185419 0.001987 +945 3.273776 0.185413 0.001989 +946 3.273401 0.185406 0.001991 +947 3.273027 0.185400 0.001993 +948 3.272652 0.185394 0.001995 +949 3.272278 0.185387 0.001997 +950 3.271904 0.185381 0.001999 +951 3.271531 0.185374 0.002001 +952 3.271158 0.185368 0.002003 +953 3.270785 0.185362 0.002005 +954 3.270412 0.185355 0.002006 +955 3.270040 0.185349 0.002009 +956 3.269667 0.185343 0.002011 +957 3.269295 0.185336 0.002013 +958 3.268924 0.185330 0.002014 +959 3.268553 0.185323 0.002016 +960 3.268182 0.185317 0.002018 +961 3.267810 0.185311 0.002020 +962 3.267440 0.185304 0.002022 +963 3.267070 0.185298 0.002024 +964 3.266700 0.185292 0.002026 +965 3.266330 0.185285 0.002028 +966 3.265961 0.185279 0.002029 +967 3.265591 0.185272 0.002031 +968 3.265223 0.185266 0.002033 +969 3.264854 0.185260 0.002035 +970 3.264485 0.185253 0.002037 +971 3.264117 0.185247 0.002039 +972 3.263749 0.185240 0.002041 +973 3.263381 0.185234 0.002043 +974 3.263014 0.185227 0.002045 +975 3.262647 0.185221 0.002046 +976 3.262280 0.185215 0.002049 +977 3.261913 0.185208 0.002051 +978 3.261547 0.185202 0.002052 +979 3.261181 0.185195 0.002054 +980 3.260815 0.185189 0.002056 +981 3.260449 0.185183 0.002058 +982 3.260084 0.185176 0.002060 +983 3.259719 0.185170 0.002062 +984 3.259354 0.185163 0.002063 +985 3.258989 0.185157 0.002065 +986 3.258625 0.185150 0.002067 +987 3.258261 0.185144 0.002069 +988 3.257897 0.185137 0.002071 +989 3.257534 0.185131 0.002073 +990 3.257170 0.185125 0.002075 +991 3.256807 0.185118 0.002077 +992 3.256444 0.185112 0.002079 +993 3.256081 0.185105 0.002081 +994 3.255719 0.185099 0.002083 +995 3.255357 0.185092 0.002085 +996 3.254996 0.185086 0.002087 +997 3.254634 0.185079 0.002088 +998 3.254273 0.185073 0.002090 +999 3.253912 0.185066 0.002092 +1000 3.253552 0.185060 0.002094 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_tetramer_dimer/HDXMeasurements.csv b/tests/test_data/output/ecsecb_tetramer_dimer/HDXMeasurements.csv new file mode 100644 index 00000000..b6a469a0 --- /dev/null +++ b/tests/test_data/output/ecsecb_tetramer_dimer/HDXMeasurements.csv @@ -0,0 +1,448 @@ +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:59:00 (1665590340) +# {"SecB_tetramer": {"name": "SecB_tetramer", "pH": 8.0, "d_percentage": 90.0, "temperature": {"value": 30.0, "unit": "C"}, "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "author": "Foo Bar"}, "SecB_dimer": {"name": "SecB_dimer", "pH": 8.0, "d_percentage": 90.0, "temperature": {"value": 30.0, "unit": "C"}, "temperature_unit": "Celsius", "sequence": "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQMAHCLGAYCPNILFPAARECIASMVARGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA", "n_term": 1, "c_term": 155, "author": "Foo Bar"}} +# {"comment": "#", "header": [0, 1], "index_col": 0} +,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer +,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id,start,stop,end,sequence,state,exposure,uptake,maxuptake,fd_uptake,fd_uptake_sd,nd_uptake_sd,nd_uptake,rfu,protein,modification,fragment,mhp,center,center_sd,uptake_sd,rt,rt_sd,rfu sd,_sequence,_start,_stop,ex_residues,uptake_corrected,peptide_id +peptide_index,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +0,9,18,17,xxFQIQRIY,SecB WT apo,0.0,0.0,8,5.0734,0.020042,0,0,0.0,Accession,,,1199.6241,1200.411174,0.023301,0.0,5.513296,0.010889,0.0,MTFQIQRIY,11,18,7.0,0.0,0,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,0.0,0.0,8.0,5.0734,0.020042,0.0,0.0,0.0,Accession,,,1199.6241,1200.401908,0.017621,0.0,5.509285,0.007544,0.0,MTFQIQRIY,11.0,18.0,7.0,0.0,0.0 +63,9,18,17,xxFQIQRIY,SecB WT apo,10.020000000000001,2.486444,8,5.0734,0.020042,0,0,0.49009421689596716,Accession,,,1199.6241,1202.897618,0.016323,0.02845,5.5139,0.010976,0.005932490373486041,MTFQIQRIY,11,18,7.0,3.4306595182717703,0,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,10.020000000000001,1.675231,6.0,2.961946,0.018193,0.0,0.0,0.565584585269279,Accession,,,981.4789,983.691092,0.014171,0.019334,4.848966,0.001437,0.007394335589893929,EAPNAPHVF,27.0,33.0,5.0,2.827922926346395,10.0 +126,9,18,17,xxFQIQRIY,SecB WT apo,30.0,2.857141,8,5.0734,0.020042,0,0,0.5631609965703472,Accession,,,1199.6241,1203.268315,0.029992,0.037979,5.510626,0.008419,0.007809491783628619,MTFQIQRIY,11,18,7.0,3.942126975992431,0,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,30.0,4.849842,15.0,8.797349,0.026752,0.0,0.0,0.5512844835415759,Accession,,,1754.7967,1760.626563,0.015604,0.023166,5.595273,0.009081,0.00312163154076726,LDLDTASSQLADDVYE,44.0,58.0,14.0,7.717982769582062,20.0 +189,9,18,17,xxFQIQRIY,SecB WT apo,60.0,3.145738,8,5.0734,0.020042,0,0,0.6200453344896913,Accession,,,1199.6241,1203.556913,0.040432,0.046666,5.516562,0.012371,0.009518721784908741,MTFQIQRIY,11,18,7.0,4.3403173414278395,0,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,60.0,0.302582,9.0,2.452847,0.025554,0.0,0.0,0.12335950835906194,Accession,,,1093.5347,1094.523658,0.045139,0.047073,5.743076,0.007396,0.019234152248297737,LCEVQQGGIF,77.0,85.0,8.0,0.9868760668724955,30.0 +252,9,18,17,xxFQIQRIY,SecB WT apo,300.0,3.785886,8,5.0734,0.020042,0,0,0.7462226514763275,Accession,,,1199.6241,1204.197061,0.008898,0.024942,5.505509,0.004363,0.005732306224521108,MTFQIQRIY,11,18,7.0,5.2235585603342924,0,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,300.0,6.973223,17.0,10.369175,0.083226,0.0,0.0,0.6724954492522307,Accession,,,2146.1478,2154.462401,0.078271,0.079913,6.009157,0.014863,0.009408989475899724,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,10.759927188035691,40.0 +315,9,18,17,xxFQIQRIY,SecB WT apo,600.0,4.08295,8,5.0734,0.020042,0,0,0.8047758899357433,Accession,,,1199.6241,1204.494124,0.02749,0.036037,5.522181,0.011556,0.0077821378441005834,MTFQIQRIY,11,18,7.0,5.633431229550204,0,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,600.0,8.416265,16.0,8.866259,0.083961,0.0,0.0,0.9492464634746176,Accession,,,1917.8209,1927.308813,0.076397,0.07667,4.263257,0.005255,0.012473221743880339,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.238696952119264,50.0 +378,9,18,17,xxFQIQRIY,SecB WT apo,6000.00048,4.790625,8,5.0734,0.020042,0,0,0.9442632159892774,Accession,,,1199.6241,1205.201799,0.034025,0.041239,5.516917,0.001234,0.008943526594142657,MTFQIQRIY,11,18,7.0,6.609842511924942,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1,11,18,17,xxIQRIY,SecB WT apo,0.0,0.0,6,3.642506,0.0147,0,0,0.0,Accession,,,967.536,968.049857,0.006725,0.0,5.130576,0.01012,0.0,FQIQRIY,13,18,5.0,0.0,1,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,0.0,0.0,6.0,3.642506,0.0147,0.0,0.0,0.0,Accession,,,967.536,968.058704,0.012012,0.0,5.118043,0.009857,0.0,FQIQRIY,13.0,18.0,5.0,0.0,1.0 +64,11,18,17,xxIQRIY,SecB WT apo,10.020000000000001,1.651437,6,3.642506,0.0147,0,0,0.45337934927217693,Accession,,,967.536,969.701294,0.017663,0.0189,5.142292,0.008648,0.005501887018339277,FQIQRIY,13,18,5.0,2.2668967463608847,1,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,10.020000000000001,2.826411,8.0,4.321766,0.016281,0.0,0.0,0.6539944550445349,Accession,,,1237.6324,1241.164357,0.017233,0.025318,4.065151,0.001969,0.0063552434484352984,EAPNAPHVFQK,27.0,35.0,7.0,4.577961185311745,11.0 +127,11,18,17,xxIQRIY,SecB WT apo,30.0,1.860919,6,3.642506,0.0147,0,0,0.51088975556938,Accession,,,967.536,969.910775,0.034889,0.035531,5.136834,0.008938,0.009970064357764806,FQIQRIY,13,18,5.0,2.5544487778469,1,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,30.0,2.177366,8.0,4.553624,0.020853,0.0,0.0,0.47816113056326126,Accession,,,949.4473,952.111411,0.001459,0.012295,4.817572,0.005181,0.0034763578601376102,DLDTASSQL,45.0,52.0,7.0,3.347127913942829,21.0 +190,11,18,17,xxIQRIY,SecB WT apo,60.0,2.107151,6,3.642506,0.0147,0,0,0.578489369681203,Accession,,,967.536,970.157007,0.028162,0.028954,5.144618,0.009571,0.008284668626216747,FQIQRIY,13,18,5.0,2.8924468484060153,1,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,60.0,0.303528,8.0,2.245694,0.058034,0.0,0.0,0.1351599995368915,Accession,,,980.4506,981.329524,0.028662,0.031656,5.517115,0.00801,0.014522602441074254,CEVQQGGIF,78.0,85.0,7.0,0.9461199967582405,31.0 +253,11,18,17,xxIQRIY,SecB WT apo,300.0,2.698036,6,3.642506,0.0147,0,0,0.740708731845603,Accession,,,967.536,970.747892,0.036991,0.037598,5.131163,0.003636,0.010746147885206624,FQIQRIY,13,18,5.0,3.703543659228015,1,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,300.0,3.660907,9.0,5.327547,0.022525,0.0,0.0,0.6871655942218811,Accession,,,1206.63,1211.035206,0.031874,0.034148,5.388234,0.01531,0.007037427331806367,SMVARGTFPQL,118.0,127.0,8.0,5.4973247537750485,41.0 +316,11,18,17,xxIQRIY,SecB WT apo,600.0,2.874801,6,3.642506,0.0147,0,0,0.7892371350932572,Accession,,,967.536,970.924658,0.015747,0.017123,5.145348,0.005831,0.005678313754943448,FQIQRIY,13,18,5.0,3.9461856754662863,1,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,600.0,7.383988,15.0,7.418282,0.029146,0.0,0.0,0.9953770967455808,Accession,,,1803.778,1812.154382,0.019541,0.023312,3.831084,0.002322,0.005016925289650081,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.935279354438132,51.0 +379,11,18,17,xxIQRIY,SecB WT apo,6000.00048,3.449561,6,3.642506,0.0147,0,0,0.9470295999512424,Accession,,,967.536,971.499418,0.031698,0.032404,5.145425,0.002705,0.00968230989542069,FQIQRIY,13,18,5.0,4.735147999756212,1,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,18,33,32,xxDISFEApNApHVF,SecB WT apo,0.0,0.0,12,5.264543,0.061768,0,0,0.0,Accession,,,1672.8329,1673.844013,0.015068,0.0,5.125306,0.009901,0.0,TKDISFEAPNAPHVF,20,33,11.0,0.0,2,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,0.0,0.0,12.0,5.264543,0.061768,0.0,0.0,0.0,Accession,,,1672.8329,1673.846037,0.019403,0.0,5.110186,0.008878,0.0,TKDISFEAPNAPHVF,20.0,33.0,11.0,0.0,2.0 +65,18,33,32,xxDISFEApNApHVF,SecB WT apo,10.020000000000001,1.839924,12,5.264543,0.061768,0,0,0.3494935837735583,Accession,,,1672.8329,1675.683936,0.022388,0.026986,5.13041,0.007817,0.006564319512775974,TKDISFEAPNAPHVF,20,33,11.0,3.8444294215091417,2,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,10.020000000000001,4.534499,14.0,8.2421,0.035257,0.0,0.0,0.5501630652382281,Accession,,,2120.056,2125.865584,0.286267,0.2871,4.594361,0.003032,0.03491276604415234,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,7.152119848096966,12.0 +128,18,33,32,xxDISFEApNApHVF,SecB WT apo,30.0,2.508343,12,5.264543,0.061768,0,0,0.47645978007967643,Accession,,,1672.8329,1676.352355,0.102157,0.103262,5.127204,0.008738,0.020395681644847792,TKDISFEAPNAPHVF,20,33,11.0,5.241057580876441,2,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,30.0,1.420643,6.0,3.201185,0.006567,0.0,0.0,0.44378659777551127,Accession,,,721.3363,723.116935,0.032336,0.035804,4.202202,0.005829,0.011221598895993952,DTASSQL,47.0,52.0,5.0,2.2189329888775564,22.0 +191,18,33,32,xxDISFEApNApHVF,SecB WT apo,60.0,2.969332,12,5.264543,0.061768,0,0,0.5640246456340086,Accession,,,1672.8329,1676.813345,0.030799,0.034288,5.132133,0.011324,0.009285039764356188,TKDISFEAPNAPHVF,20,33,11.0,6.204271101974094,2,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,60.0,0.240195,6.0,1.481827,0.023424,0.0,0.0,0.16209382066867453,Accession,,,748.3988,749.024668,0.027826,0.029287,5.412087,0.007516,0.01992951691585831,VQQGGIF,80.0,85.0,5.0,0.8104691033433726,32.0 +254,18,33,32,xxDISFEApNApHVF,SecB WT apo,300.0,3.399092,12,5.264543,0.061768,0,0,0.6456575622993297,Accession,,,1672.8329,1677.243105,0.032691,0.035997,5.119915,0.005196,0.010204888710217387,TKDISFEAPNAPHVF,20,33,11.0,7.102233185292627,2,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,300.0,3.667749,8.0,4.784294,0.031285,0.0,0.0,0.7666228287810072,Accession,,,1119.5979,1123.990663,0.045767,0.047295,5.342578,0.016008,0.011083906292403366,MVARGTFPQL,119.0,127.0,7.0,5.36635980146705,42.0 +317,18,33,32,xxDISFEApNApHVF,SecB WT apo,600.0,3.485568,12,5.264543,0.061768,0,0,0.6620836794380823,Accession,,,1672.8329,1677.329581,0.052881,0.054986,5.132995,0.006448,0.013016648007645622,TKDISFEAPNAPHVF,20,33,11.0,7.282920473818906,2,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,600.0,6.995511,14.0,7.113751,0.03215,0.0,0.0,0.9833786704089024,Accession,,,1640.7147,1648.572221,0.015208,0.018606,3.46432,0.003736,0.005156802015845375,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.78392271531573,52.0 +380,18,33,32,xxDISFEApNApHVF,SecB WT apo,6000.00048,4.318144,12,5.264543,0.061768,0,0,0.8202314996762303,Accession,,,1672.8329,1678.162157,0.072211,0.073767,5.132658,0.003266,0.01699858093235136,TKDISFEAPNAPHVF,20,33,11.0,9.022546496438533,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,0.0,0.0,13,6.3179,0.036001,0,0,0.0,Accession,,,1800.8915,1801.955252,0.007749,0.0,4.938514,0.007847,0.0,TKDISFEAPNAPHVFQ,20,34,12.0,0.0,3,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,0.0,0.0,13.0,6.3179,0.036001,0.0,0.0,0.0,Accession,,,1800.8915,1801.872474,0.010435,0.0,4.936668,0.009815,0.0,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,0.0,3.0 +66,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,10.020000000000001,2.532099,13,6.3179,0.036001,0,0,0.4007817470995109,Accession,,,1800.8915,1804.487351,0.032707,0.033613,4.947923,0.013231,0.0057897259838011125,TKDISFEAPNAPHVFQ,20,34,12.0,4.809380965194131,3,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,10.020000000000001,5.837579,15.0,8.993855,0.080943,0.0,0.0,0.6490630547190276,Accession,,,2233.14,2240.315467,0.023169,0.034102,5.033298,0.006806,0.006964156125940612,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,9.086882766066386,13.0 +129,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,30.0,3.306167,13,6.3179,0.036001,0,0,0.523301571724782,Accession,,,1800.8915,1805.261419,0.066145,0.066597,4.939749,0.008337,0.010954656284373207,TKDISFEAPNAPHVFQ,20,34,12.0,6.279618860697384,3,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,30.0,0.898476,7.0,3.776811,0.029739,0.0,0.0,0.2378927619094522,Accession,,,846.5043,847.853642,0.028138,0.033747,4.614405,0.00587,0.009129552131803555,RVTVTASL,63.0,69.0,6.0,1.4273565714567131,23.0 +192,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,60.0,3.996718,13,6.3179,0.036001,0,0,0.632602288735181,Accession,,,1800.8915,1805.95197,0.038868,0.039633,4.944612,0.015703,0.007235068246796721,TKDISFEAPNAPHVFQ,20,34,12.0,7.591227464822172,3,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,60.0,4.488893,8.0,4.718741,0.031945,0.0,0.0,0.9512903971631417,Accession,,,875.4469,880.392415,0.047309,0.051348,4.544339,0.007431,0.012644607907667258,SIAGIEGTQ,87.0,94.0,7.0,6.659032780141992,33.0 +255,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,300.0,4.38941,13,6.3179,0.036001,0,0,0.694757751784612,Accession,,,1800.8915,1806.344661,0.080389,0.080762,4.935798,0.003678,0.013382046860534546,TKDISFEAPNAPHVFQ,20,34,12.0,8.337093021415344,3,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,300.0,2.80597,6.0,2.866933,0.018046,0.0,0.0,0.9787358128006479,Accession,,,875.4734,878.775513,0.015811,0.019599,4.112467,0.006727,0.009202608134119142,VARGTFPQ,120.0,126.0,5.0,4.89367906400324,43.0 +318,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,600.0,4.379495,13,6.3179,0.036001,0,0,0.6931884012092626,Accession,,,1800.8915,1806.334747,0.033809,0.034686,4.947334,0.008232,0.006763400043793134,TKDISFEAPNAPHVFQ,20,34,12.0,8.318260814511152,3,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,6000.00048,5.051354,8.0,5.0734,0.020042,0.0,0.0,0.9956545906098474,Accession,,,1199.6241,1205.453262,0.017184,0.024612,5.515089,0.007345,0.006245348967848931,MTFQIQRIY,11.0,18.0,7.0,6.969582134268932,0.0 +381,18,34,33,xxDISFEApNApHVFQ,SecB WT apo,6000.00048,5.283969,13,6.3179,0.036001,0,0,0.8363489450608589,Accession,,,1800.8915,1807.239221,0.064263,0.064728,4.946768,0.002933,0.011299372155867833,TKDISFEAPNAPHVFQ,20,34,12.0,10.036187340730306,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,0.0,0.0,14,6.812215,0.036048,0,0,0.0,Accession,,,1928.9865,1930.109485,0.016551,0.0,4.615109,0.00988,0.0,TKDISFEAPNAPHVFQK,20,35,13.0,0.0,4,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,0.0,0.0,14.0,6.812215,0.036048,0.0,0.0,0.0,Accession,,,1928.9865,1930.123039,0.015204,0.0,4.613889,0.009373,0.0,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,0.0,4.0 +67,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,10.020000000000001,3.11985,14,6.812215,0.036048,0,0,0.45797879250728285,Accession,,,1928.9865,1933.229335,0.031139,0.035264,4.618202,0.010243,0.005715788549695883,TKDISFEAPNAPHVFQK,20,35,13.0,5.953724302594677,4,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,10.020000000000001,2.959429,9.0,4.541007,0.086153,0.0,0.0,0.6517120541765297,Accession,,,1385.706,1389.52596,0.058514,0.05983,4.68914,0.002814,0.01806855365422939,QKDWQPEVKLD,35.0,44.0,8.0,5.213696433412237,14.0 +130,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,30.0,3.874881,14,6.812215,0.036048,0,0,0.5688136678011484,Accession,,,1928.9865,1933.984366,0.122007,0.123125,4.616431,0.007427,0.018323069305440053,TKDISFEAPNAPHVFQK,20,35,13.0,7.394577681414929,4,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,30.0,2.830022,13.0,7.227718,0.036737,0.0,0.0,0.3915512475721936,Accession,,,1480.7642,1484.444146,0.043051,0.055838,5.253455,0.00815,0.007977763432616441,RVTVTASLGEETAF,63.0,75.0,12.0,4.698614970866323,24.0 +193,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,60.0,4.342807,14,6.812215,0.036048,0,0,0.6375029267279437,Accession,,,1928.9865,1934.452292,0.031863,0.035905,4.623861,0.011855,0.006257816129886118,TKDISFEAPNAPHVFQK,20,35,13.0,8.287538047463268,4,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,60.0,1.757846,6.0,3.27942,0.02358,0.0,0.0,0.5360234431698289,Accession,,,850.4128,852.72019,0.014496,0.025943,5.711674,0.007546,0.008799781443320158,GAYCPNIL,101.0,107.0,5.0,2.6801172158491444,34.0 +256,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,300.0,4.854057,14,6.812215,0.036048,0,0,0.7125519379526336,Accession,,,1928.9865,1934.963542,0.03572,0.039368,4.612601,0.004573,0.006900329571449979,TKDISFEAPNAPHVFQK,20,35,13.0,9.263175193384237,4,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,300.0,3.515613,7.0,3.886385,0.009917,0.0,0.0,0.9045972027990021,Accession,,,988.5574,992.590874,0.023869,0.030695,5.222932,0.014465,0.008228483305811126,VARGTFPQL,120.0,127.0,6.0,5.427583216794012,44.0 +319,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,600.0,4.835639,14,6.812215,0.036048,0,0,0.709848265211829,Accession,,,1928.9865,1934.945124,0.063272,0.0654,4.624496,0.005835,0.01030909193984361,TKDISFEAPNAPHVFQK,20,35,13.0,9.228027447753776,4,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,6000.00048,3.687148,6.0,3.642506,0.0147,0.0,0.0,1.012255848034293,Accession,,,967.536,971.745853,0.020362,0.023641,5.142194,0.005969,0.007668933997575466,FQIQRIY,13.0,18.0,5.0,5.061279240171465,1.0 +382,18,35,34,xxDISFEApNApHVFQK,SecB WT apo,6000.00048,5.780219,14,6.812215,0.036048,0,0,0.84850801097734,Accession,,,1928.9865,1935.889704,0.071981,0.07386,4.625127,0.003427,0.011735226660488979,TKDISFEAPNAPHVFQK,20,35,13.0,11.03060414270542,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,20,10.8151,0.088827,0,0,0.0,Accession,,,2811.4101,2813.121773,0.009662,0.0,4.83855,0.010736,0.0,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,0.0,5,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,0.0,0.0,9.0,4.61559,0.003636,0.0,0.0,0.0,Accession,,,1328.6634,1329.418768,0.009634,0.0,5.474514,0.008654,0.0,ISFEAPNAPHVF,23.0,33.0,8.0,0.0,5.0 +68,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.432395,20,10.8151,0.088827,0,0,0.5022972510656397,Accession,,,2811.4101,2818.554169,0.057966,0.058766,4.845051,0.01303,0.006822369999426167,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,9.543647770247155,5,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,10.020000000000001,1.704185,5.0,2.773604,0.024238,0.0,0.0,0.6144298176668335,Accession,,,901.4414,903.626344,0.011579,0.014569,4.507092,0.001959,0.007511424832969615,DWQPEVK,37.0,42.0,4.0,2.457719270667334,15.0 +131,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,30.0,6.1318,20,10.8151,0.088827,0,0,0.5669665560188996,Accession,,,2811.4101,2819.253573,0.095618,0.096105,4.838986,0.009611,0.010032374453322527,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,10.772364564359092,5,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,30.0,2.719897,14.0,7.681216,0.046195,0.0,0.0,0.3540971898199452,Accession,,,1593.8483,1597.440825,0.054545,0.082989,5.715338,0.009221,0.011012020933810622,RVTVTASLGEETAFL,63.0,76.0,13.0,4.603263467659287,25.0 +194,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,60.0,7.02932,20,10.8151,0.088827,0,0,0.6499542306589862,Accession,,,2811.4101,2820.151094,0.032949,0.034337,4.838653,0.013948,0.006211019595876655,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,12.349130382520737,5,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,60.0,1.938045,7.0,3.337438,0.025744,0.0,0.0,0.5806984279558152,Accession,,,997.4812,1000.07765,0.031792,0.039135,6.4038,0.007327,0.0125524870373971,GAYCPNILF,101.0,108.0,6.0,3.484190567734891,35.0 +257,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,300.0,7.532226,20,10.8151,0.088827,0,0,0.6964545866427495,Accession,,,2811.4101,2820.653999,0.075776,0.076389,4.835655,0.005261,0.00908892767681441,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,13.232637146212241,5,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,300.0,7.245414,13.0,8.257736,0.024315,0.0,0.0,0.8774092559994653,Accession,,,1743.9541,1752.254446,0.061364,0.06179,5.884507,0.014661,0.007916135130076293,VARGTFPQLNLAPVNF,120.0,134.0,12.0,10.528911071993583,45.0 +320,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,600.0,7.931792,20,10.8151,0.088827,0,0,0.7333997836358425,Accession,,,2811.4101,2821.053566,0.046225,0.047224,4.842347,0.008342,0.00743974608887674,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,13.934595889081006,5,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,6000.00048,5.277954,12.0,5.264543,0.061768,0.0,0.0,1.002547419595585,Accession,,,1672.8329,1679.123991,0.093524,0.095515,5.131612,0.00531,0.02162250631957592,TKDISFEAPNAPHVF,20.0,33.0,11.0,11.028021615551435,2.0 +383,18,42,41,xxDISFEApNApHVFQKDWQpEVK,SecB WT apo,6000.00048,9.509351,20,10.8151,0.088827,0,0,0.8792661186674188,Accession,,,2811.4101,2822.631124,0.038142,0.039347,4.842894,0.002517,0.00808628463609248,TKDISFEAPNAPHVFQKDWQPEVK,20,42,19.0,16.706056254680956,5,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6,21,33,32,xxFEApNApHVF,SecB WT apo,0.0,0.0,9,4.61559,0.003636,0,0,0.0,Accession,,,1328.6634,1329.421551,0.010684,0.0,5.48315,0.006718,0.0,ISFEAPNAPHVF,23,33,8.0,0.0,6,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,0.0,0.0,10.0,5.560889,0.032429,0.0,0.0,0.0,Accession,,,1456.7219,1457.590847,0.011293,0.0,5.248685,0.008689,0.0,ISFEAPNAPHVFQ,23.0,34.0,9.0,0.0,6.0 +69,21,33,32,xxFEApNApHVF,SecB WT apo,10.020000000000001,1.86147,9,4.61559,0.003636,0,0,0.40330055312538593,Accession,,,1328.6634,1331.283021,0.015799,0.019072,5.489802,0.011635,0.004144278622568917,ISFEAPNAPHVF,23,33,8.0,3.2264044250030874,6,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,10.020000000000001,2.521824,8.0,3.461806,0.000977,0.0,0.0,0.7284706306477023,Accession,,,1157.6048,1160.761439,0.035197,0.039376,4.110071,0.002039,0.011376267635331313,QPEVKLDLDT,39.0,47.0,8.0,5.827765045181619,16.0 +132,21,33,32,xxFEApNApHVF,SecB WT apo,30.0,2.473014,9,4.61559,0.003636,0,0,0.5357958570843597,Accession,,,1328.6634,1331.894565,0.040517,0.041902,5.48333,0.008868,0.009088169313730101,ISFEAPNAPHVF,23,33,8.0,4.286366856674878,6,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,30.0,1.042738,6.0,3.273373,0.023509,0.0,0.0,0.3185515369009276,Accession,,,690.4032,691.806803,0.029898,0.037976,4.945487,0.004496,0.0118249134148051,VTVTASL,64.0,69.0,5.0,1.5927576845046378,26.0 +195,21,33,32,xxFEApNApHVF,SecB WT apo,60.0,2.937475,9,4.61559,0.003636,0,0,0.6364245957721548,Accession,,,1328.6634,1332.359026,0.03688,0.038397,5.489686,0.012171,0.008334073422975355,ISFEAPNAPHVF,23,33,8.0,5.091396766177239,6,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,60.0,2.844067,11.0,5.099171,0.025247,0.0,0.0,0.5577508579335739,Accession,,,1521.7519,1525.563637,0.062083,0.062173,5.733006,0.007317,0.01250158471916358,GAYCPNILFPAARE,101.0,113.0,10.0,5.577508579335739,36.0 +258,21,33,32,xxFEApNApHVF,SecB WT apo,300.0,3.344293,9,4.61559,0.003636,0,0,0.724564573543144,Accession,,,1328.6634,1332.765843,0.029486,0.031362,5.479832,0.003512,0.006818729512364097,ISFEAPNAPHVF,23,33,8.0,5.796516588345152,6,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,300.0,2.809136,5.0,2.709472,0.019689,0.0,0.0,1.0367835504482055,Accession,,,774.4145,777.610802,0.007798,0.013697,5.506675,0.015468,0.009072864827306485,NLAPVNF,129.0,134.0,4.0,4.147134201792822,46.0 +321,21,33,32,xxFEApNApHVF,SecB WT apo,600.0,3.400699,9,4.61559,0.003636,0,0,0.7367853297194941,Accession,,,1328.6634,1332.82225,0.043755,0.04504,5.493785,0.007907,0.009775478508839872,ISFEAPNAPHVF,23,33,8.0,5.8942826377559525,6,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,6000.00048,6.018699,13.0,6.3179,0.036001,0.0,0.0,0.9526423336868263,Accession,,,1800.8915,1807.891174,0.084855,0.085494,4.950451,0.006183,0.014580236264161389,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,11.431708004241916,3.0 +384,21,33,32,xxFEApNApHVF,SecB WT apo,6000.00048,4.011707,9,4.61559,0.003636,0,0,0.8691645055128381,Accession,,,1328.6634,1333.433258,0.030477,0.032295,5.491594,0.002625,0.007030359927536579,ISFEAPNAPHVF,23,33,8.0,6.953316044102705,6,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,21,34,33,xxFEApNApHVFQ,SecB WT apo,0.0,0.0,10,5.560889,0.032429,0,0,0.0,Accession,,,1456.7219,1457.599798,0.021035,0.0,5.249913,0.0069,0.0,ISFEAPNAPHVFQ,23,34,9.0,0.0,7,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,0.0,0.0,11.0,6.220337,0.064196,0.0,0.0,0.0,Accession,,,1584.8169,1585.696648,0.01702,0.0,4.8385,0.008751,0.0,ISFEAPNAPHVFQK,23.0,35.0,10.0,0.0,7.0 +70,21,34,33,xxFEApNApHVFQ,SecB WT apo,10.020000000000001,2.582201,10,5.560889,0.032429,0,0,0.46435039433443104,Accession,,,1456.7219,1460.181999,0.035201,0.041007,5.257374,0.012036,0.00785565705954532,ISFEAPNAPHVFQ,23,34,9.0,4.17915354900988,7,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,10.020000000000001,2.87659,9.0,5.63459,0.03405,0.0,0.0,0.5105233921190362,Accession,,,1062.5313,1065.956886,0.025176,0.025938,5.209874,0.001885,0.005541546915725592,LDLDTASSQL,44.0,52.0,8.0,4.0841871369522895,17.0 +133,21,34,33,xxFEApNApHVFQ,SecB WT apo,30.0,3.225543,10,5.560889,0.032429,0,0,0.5800408891456024,Accession,,,1456.7219,1460.825341,0.096207,0.09848,5.247113,0.008593,0.018029549075004675,ISFEAPNAPHVFQ,23,34,9.0,5.220368002310421,7,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,30.0,2.919869,11.0,5.919469,0.103664,0.0,0.0,0.49326535876782185,Accession,,,1237.6311,1241.227102,0.05074,0.050958,5.942935,0.007361,0.012195342811855782,VTASLGEETAFL,66.0,76.0,10.0,4.932653587678218,27.0 +196,21,34,33,xxFEApNApHVFQ,SecB WT apo,60.0,3.717494,10,5.560889,0.032429,0,0,0.6685071397756724,Accession,,,1456.7219,1461.317292,0.040815,0.045917,5.258162,0.017958,0.009131177162215912,ISFEAPNAPHVFQ,23,34,9.0,6.016564257981052,7,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,60.0,2.476857,12.0,5.223489,0.096278,0.0,0.0,0.4741767427862871,Accession,,,1624.761,1628.574736,0.086476,0.087298,5.870132,0.006165,0.018859914661400273,GAYCPNILFPAAREC,101.0,114.0,11.0,5.215944170649157,37.0 +259,21,34,33,xxFEApNApHVFQ,SecB WT apo,300.0,4.144946,10,5.560889,0.032429,0,0,0.7453747053753456,Accession,,,1456.7219,1461.744744,0.020327,0.029252,5.244169,0.001948,0.0068238579642483236,ISFEAPNAPHVFQ,23,34,9.0,6.70837234837811,7,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,300.0,9.418702,18.0,9.445908,0.065306,0.0,0.0,0.9971198110335184,Accession,,,2195.9298,2206.680854,0.021779,0.023908,5.012948,0.011722,0.007343720314656853,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.951036787569812,47.0 +322,21,34,33,xxFEApNApHVFQ,SecB WT apo,600.0,4.187741,10,5.560889,0.032429,0,0,0.7530704173379471,Accession,,,1456.7219,1461.787539,0.070712,0.073774,5.257535,0.007465,0.01397456929126847,ISFEAPNAPHVFQ,23,34,9.0,6.777633756041524,7,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,6000.00048,6.640255,14.0,6.812215,0.036048,0.0,0.0,0.9747571091047478,Accession,,,1928.9865,1936.763294,0.08081,0.082228,4.624444,0.008007,0.01312657644198431,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,12.67184241836172,4.0 +385,21,34,33,xxFEApNApHVFQ,SecB WT apo,6000.00048,4.817025,10,5.560889,0.032429,0,0,0.8662328990922135,Accession,,,1456.7219,1462.416824,0.030985,0.03745,5.256486,0.001527,0.008418553238115786,ISFEAPNAPHVFQ,23,34,9.0,7.796096091829921,7,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +8,21,35,34,xxFEApNApHVFQK,SecB WT apo,0.0,0.0,11,6.220337,0.064196,0,0,0.0,Accession,,,1584.8169,1585.702777,0.025082,0.0,4.843765,0.009622,0.0,ISFEAPNAPHVFQK,23,35,10.0,0.0,8,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,0.0,0.0,17.0,10.033722,0.057622,0.0,0.0,0.0,Accession,,,2467.2405,2468.745505,0.022124,0.0,5.006537,0.007542,0.0,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,0.0,8.0 +71,21,35,34,xxFEApNApHVFQK,SecB WT apo,10.020000000000001,3.145305,11,6.220337,0.064196,0,0,0.50564864893976,Accession,,,1584.8169,1588.848082,0.027998,0.03759,4.855414,0.012739,0.00798443614926695,ISFEAPNAPHVFQK,23,35,10.0,5.0564864893976,8,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,10.020000000000001,3.975057,12.0,6.94944,0.074753,0.0,0.0,0.5719967364276833,Accession,,,1363.6223,1368.30139,0.027224,0.029678,5.029944,0.002264,0.007489629823142912,LDLDTASSQLADD,44.0,55.0,11.0,6.291964100704517,18.0 +134,21,35,34,xxFEApNApHVFQK,SecB WT apo,30.0,3.814868,11,6.220337,0.064196,0,0,0.6132896015119439,Accession,,,1584.8169,1589.517645,0.062793,0.067617,4.846944,0.009863,0.01257872970170332,ISFEAPNAPHVFQK,23,35,10.0,6.132896015119439,8,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,30.0,2.794171,8.0,4.512616,0.036923,0.0,0.0,0.619190952653627,Accession,,,924.4309,927.740531,0.006406,0.029972,5.293148,0.00709,0.008353531587280036,ASLGEETAF,68.0,75.0,7.0,4.334336668575389,28.0 +197,21,35,34,xxFEApNApHVFQK,SecB WT apo,60.0,4.295369,11,6.220337,0.064196,0,0,0.6905363809066937,Accession,,,1584.8169,1589.998147,0.026135,0.036223,4.85012,0.012387,0.009203208489488262,ISFEAPNAPHVFQK,23,35,10.0,6.9053638090669365,8,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,60.0,0.421757,5.0,1.880751,0.035057,0.0,0.0,0.22424924936900206,Accession,,,869.4226,870.434764,0.017032,0.021946,6.448149,0.006792,0.012394830156437686,YCPNILF,104.0,108.0,4.0,0.8969969974760083,38.0 +260,21,35,34,xxFEApNApHVFQK,SecB WT apo,300.0,4.722663,11,6.220337,0.064196,0,0,0.7592294436780516,Accession,,,1584.8169,1590.42544,0.035983,0.043862,4.843775,0.003856,0.010541215246312921,ISFEAPNAPHVFQK,23,35,10.0,7.592294436780516,8,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,300.0,7.961578,13.0,7.945226,0.075043,0.0,0.0,1.0020580912361714,Accession,,,1597.6799,1606.600814,0.012075,0.01288,4.747882,0.012285,0.00960231091482004,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.024697094834057,48.0 +323,21,35,34,xxFEApNApHVFQK,SecB WT apo,600.0,4.758548,11,6.220337,0.064196,0,0,0.7649984237188436,Accession,,,1584.8169,1590.461325,0.055357,0.060774,4.854465,0.006093,0.012561398748548672,ISFEAPNAPHVFQK,23,35,10.0,7.649984237188436,8,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,6000.00048,4.731881,9.0,4.61559,0.003636,0.0,0.0,1.0251952621441678,Accession,,,1328.6634,1334.150649,0.023075,0.025005,5.488748,0.007099,0.0054773754194492544,ISFEAPNAPHVF,23.0,33.0,8.0,8.201562097153342,5.0 +386,21,35,34,xxFEApNApHVFQK,SecB WT apo,6000.00048,5.422302,11,6.220337,0.064196,0,0,0.871705504058703,Accession,,,1584.8169,1591.125079,0.030307,0.03934,4.854367,0.001976,0.010996891439613498,ISFEAPNAPHVFQK,23,35,10.0,8.717055040587029,8,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +9,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,17,10.033722,0.057622,0,0,0.0,Accession,,,2467.2405,2468.739363,0.021532,0.0,5.011544,0.008843,0.0,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,0.0,9,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,0.0,0.0,18.0,10.774211,0.021003,0.0,0.0,0.0,Accession,,,2580.3245,2581.912173,0.012427,0.0,5.302643,0.008123,0.0,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,0.0,9.0 +72,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.30033,17,10.033722,0.057622,0,0,0.528251629853807,Accession,,,2467.2405,2474.039693,0.104375,0.106573,5.02021,0.014512,0.011046220466124678,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,8.452026077660912,9,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,10.020000000000001,4.293703,14.0,8.416065,0.046315,0.0,0.0,0.5101794009433149,Accession,,,1625.7541,1630.925545,0.040807,0.054675,5.652373,0.002254,0.007077230531408868,LDLDTASSQLADDVY,44.0,57.0,13.0,6.632332212263094,19.0 +135,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,30.0,6.27288,17,10.033722,0.057622,0,0,0.6251797687837076,Accession,,,2467.2405,2475.012243,0.13622,0.137911,5.014503,0.007904,0.014205929450181311,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,10.002876300539322,9,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,30.0,2.783195,9.0,4.82295,0.028983,0.0,0.0,0.5770731606174645,Accession,,,1037.515,1040.896505,0.030778,0.038387,5.904494,0.009086,0.008681906126721574,ASLGEETAFL,68.0,76.0,8.0,4.616585284939716,29.0 +198,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,60.0,6.91113,17,10.033722,0.057622,0,0,0.6887902614802364,Accession,,,2467.2405,2475.650493,0.117358,0.119317,5.019005,0.01554,0.012532237075204782,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,11.020644183683782,9,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,60.0,2.601367,11.0,6.261897,0.065228,0.0,0.0,0.41542794459889715,Accession,,,1390.7511,1394.167934,0.064031,0.065222,5.513103,0.008019,0.01127886461707913,IASMVARGTFPQL,116.0,127.0,10.0,4.154279445988972,39.0 +261,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,300.0,7.50253,17,10.033722,0.057622,0,0,0.7477314998362523,Accession,,,2467.2405,2476.241893,0.050521,0.054918,5.008733,0.004263,0.006956777848669795,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,11.963703997380037,9,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,300.0,9.190988,17.0,9.473422,0.002415,0.0,0.0,0.9701866970562487,Accession,,,2048.8614,2059.233689,0.008747,0.01185,4.502125,0.01365,0.0012750841560457314,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.52298715289998,49.0 +324,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,600.0,7.7187,17,10.033722,0.057622,0,0,0.7692758479854236,Accession,,,2467.2405,2476.458062,0.093455,0.095904,5.019772,0.006629,0.010529754936486335,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,12.308413567766777,9,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,6000.00048,5.386478,10.0,5.560889,0.032429,0.0,0.0,0.9686361299425326,Accession,,,1456.7219,1462.977325,0.02746,0.029692,5.256948,0.006284,0.007772874991843501,ISFEAPNAPHVFQ,23.0,34.0,9.0,8.717725169482794,6.0 +387,21,42,41,xxFEApNApHVFQKDWQpEVK,SecB WT apo,6000.00048,9.218607,17,10.033722,0.057622,0,0,0.9187624492685766,Accession,,,2467.2405,2477.957969,0.047345,0.052011,5.020389,0.003114,0.0073965707245786895,ISFEAPNAPHVFQKDWQPEVK,23,42,16.0,14.700199188297226,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +10,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,0.0,0.0,18,10.774211,0.021003,0,0,0.0,Accession,,,2580.3245,2581.915918,0.003449,0.0,5.312037,0.008026,0.0,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,0.0,10,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,0.0,0.0,6.0,2.961946,0.018193,0.0,0.0,0.0,Accession,,,981.4789,982.015861,0.013152,0.0,4.839308,0.008458,0.0,EAPNAPHVF,27.0,33.0,5.0,0.0,10.0 +73,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,10.020000000000001,6.278614,18,10.774211,0.021003,0,0,0.5827446668716624,Accession,,,2580.3245,2588.194532,0.014566,0.014969,5.315993,0.013299,0.0017946381125419151,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,9.90665933681826,10,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,10.020000000000001,4.361438,15.0,8.797349,0.026752,0.0,0.0,0.4957673044459188,Accession,,,1754.7967,1760.138159,0.020293,0.026552,5.595306,0.002199,0.003373757573996273,LDLDTASSQLADDVYE,44.0,58.0,14.0,6.940742262242863,20.0 +136,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,30.0,7.183405,18,10.774211,0.021003,0,0,0.6667221386327036,Accession,,,2580.3245,2589.099322,0.147813,0.147853,5.310132,0.00889,0.01378427059031124,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,11.33427635675596,10,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,30.0,0.22078,9.0,2.452847,0.025554,0.0,0.0,0.09000969077973472,Accession,,,1093.5347,1094.441856,0.021246,0.025094,5.734349,0.008993,0.010273446760192834,LCEVQQGGIF,77.0,85.0,8.0,0.7200775262378778,30.0 +199,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,60.0,7.812505,18,10.774211,0.021003,0,0,0.7251115650139022,Accession,,,2580.3245,2589.728423,0.02518,0.025415,5.312279,0.013698,0.0027499656251026502,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,12.326896605236337,10,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,60.0,6.126788,17.0,10.369175,0.083226,0.0,0.0,0.590865522088305,Accession,,,2146.1478,2153.615965,0.127164,0.128181,6.005685,0.004827,0.013240219515170727,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,9.45384835341288,40.0 +262,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,300.0,8.603494,18,10.774211,0.021003,0,0,0.7985265928057285,Accession,,,2580.3245,2590.519412,0.037506,0.037664,5.302852,0.005167,0.0038266691718023124,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,13.574952077697384,10,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,300.0,8.502415,16.0,8.866259,0.083961,0.0,0.0,0.958963075633139,Accession,,,1917.8209,1927.394963,0.0145,0.015876,4.274182,0.017134,0.009255965127122474,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.384446134497084,50.0 +325,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,600.0,8.761063,18,10.774211,0.021003,0,0,0.8131512367819788,Accession,,,2580.3245,2590.676981,0.088996,0.089063,5.315297,0.00533,0.008416923049275724,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,13.823571025293639,10,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,6000.00048,5.996754,11.0,6.220337,0.064196,0.0,0.0,0.964056127505632,Accession,,,1584.8169,1591.693402,0.020659,0.026768,4.855132,0.006333,0.010840145207582596,ISFEAPNAPHVFQK,23.0,35.0,10.0,9.640561275056319,7.0 +388,21,43,42,xxFEApNApHVFQKDWQpEVKL,SecB WT apo,6000.00048,10.047206,18,10.774211,0.021003,0,0,0.9325235973195624,Accession,,,2580.3245,2591.963123,0.045973,0.046102,5.313531,0.002109,0.004649054686795187,ISFEAPNAPHVFQKDWQPEVKL,23,43,17.0,15.85290115443256,10,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +11,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,0.0,0.0,19,11.082561,0.064045,0,0,0.0,Accession,,,2695.3515,2696.953592,0.010096,0.0,5.226836,0.00798,0.0,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,0.0,11,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,0.0,0.0,8.0,4.321766,0.016281,0.0,0.0,0.0,Accession,,,1237.6324,1238.337946,0.018548,0.0,4.050134,0.011269,0.0,EAPNAPHVFQK,27.0,35.0,7.0,0.0,11.0 +74,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,10.020000000000001,5.891685,19,11.082561,0.064045,0,0,0.5316176468597826,Accession,,,2695.3515,2702.845277,0.153107,0.15344,5.23015,0.00883,0.014181927767802858,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,9.569117643476087,11,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,10.020000000000001,2.159795,8.0,4.553624,0.020853,0.0,0.0,0.4743024457003916,Accession,,,949.4473,952.09384,0.040725,0.042515,4.818418,0.00173,0.009585840269907178,DLDTASSQL,45.0,52.0,7.0,3.3201171199027413,21.0 +137,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,30.0,6.718327,19,11.082561,0.064045,0,0,0.6062070851674085,Accession,,,2695.3515,2703.67192,0.073484,0.074174,5.22055,0.008342,0.007554258160930573,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,10.911727533013353,11,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,30.0,0.242153,8.0,2.245694,0.058034,0.0,0.0,0.10782991805651172,Accession,,,980.4506,981.268149,0.007113,0.015205,5.50693,0.008415,0.007321739926735047,CEVQQGGIF,78.0,85.0,7.0,0.754809426395582,31.0 +200,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,60.0,7.34634,19,11.082561,0.064045,0,0,0.6628738610146157,Accession,,,2695.3515,2704.299932,0.0147,0.017833,5.226105,0.013311,0.0041549169628500564,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,11.931729498263081,11,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,60.0,2.837788,9.0,5.327547,0.022525,0.0,0.0,0.5326631562330656,Accession,,,1206.63,1210.212087,0.062831,0.064015,5.383108,0.008435,0.012225082356144607,SMVARGTFPQL,118.0,127.0,8.0,4.261305249864525,41.0 +263,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,300.0,7.976603,19,11.082561,0.064045,0,0,0.7197436585280244,Accession,,,2695.3515,2704.930195,0.041068,0.042291,5.215243,0.005024,0.005644626763713075,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,12.955385853504438,11,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,300.0,7.36271,15.0,7.418282,0.029146,0.0,0.0,0.9925087776388118,Accession,,,1803.778,1812.133103,0.02242,0.025772,3.839687,0.011073,0.005222612569981196,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.895122886943366,51.0 +326,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,600.0,8.269436,19,11.082561,0.064045,0,0,0.74616652234082,Accession,,,2695.3515,2705.223028,0.07322,0.073913,5.227257,0.006423,0.007941862395996178,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,13.43099740213476,11,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,6000.00048,8.864546,17.0,10.033722,0.057622,0.0,0.0,0.8834753444434679,Accession,,,2467.2405,2477.61005,0.101573,0.103955,5.01684,0.005578,0.011536168971421425,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,14.135605511095486,8.0 +389,21,44,43,xxFEApNApHVFQKDWQpEVKLD,SecB WT apo,6000.00048,9.837627,19,11.082561,0.064045,0,0,0.8876673000040333,Accession,,,2695.3515,2706.791219,0.107418,0.107892,5.224442,0.002162,0.01100409905765525,ISFEAPNAPHVFQKDWQPEVKLD,23,44,18.0,15.9780114000726,11,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +12,24,33,32,xxxNApHVF,SecB WT apo,0.0,0.0,6,2.961946,0.018193,0,0,0.0,Accession,,,981.4789,982.043067,0.022384,0.0,4.843671,0.00981,0.0,EAPNAPHVF,27,33,5.0,0.0,12,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,0.0,0.0,14.0,8.2421,0.035257,0.0,0.0,0.0,Accession,,,2120.056,2121.331085,0.021859,0.0,4.590439,0.008887,0.0,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,0.0,12.0 +75,24,33,32,xxxNApHVF,SecB WT apo,10.020000000000001,1.513814,6,2.961946,0.018193,0,0,0.511087643056288,Accession,,,981.4789,983.556881,0.01248,0.025628,4.855928,0.011337,0.009204298243290816,EAPNAPHVF,27,33,5.0,2.55543821528144,12,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,10.020000000000001,1.396783,6.0,3.201185,0.006567,0.0,0.0,0.4363331078959823,Accession,,,721.3363,723.093076,0.014228,0.020947,4.205576,0.001614,0.006604452638193359,DTASSQL,47.0,52.0,5.0,2.1816655394799116,22.0 +138,24,33,32,xxxNApHVF,SecB WT apo,30.0,2.110052,6,2.961946,0.018193,0,0,0.7123870590483419,Accession,,,981.4789,984.153119,0.040554,0.046321,4.850685,0.009714,0.016239318500369762,EAPNAPHVF,27,33,5.0,3.5619352952417094,12,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,30.0,0.18471,6.0,1.481827,0.023424,0.0,0.0,0.12465017846212818,Accession,,,748.3988,748.969183,0.003546,0.0098,5.403124,0.008354,0.006900748809555226,VQQGGIF,80.0,85.0,5.0,0.6232508923106409,32.0 +201,24,33,32,xxxNApHVF,SecB WT apo,60.0,2.534297,6,2.961946,0.018193,0,0,0.8556189072994578,Accession,,,981.4789,984.577364,0.021429,0.030988,4.853134,0.011057,0.011707850096175539,EAPNAPHVF,27,33,5.0,4.278094536497289,12,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,60.0,2.768115,8.0,4.784294,0.031285,0.0,0.0,0.5785837994069762,Accession,,,1119.5979,1123.091029,0.045822,0.047348,5.335575,0.005857,0.010595090838876603,MVARGTFPQL,119.0,127.0,7.0,4.050086595848834,42.0 +264,24,33,32,xxxNApHVF,SecB WT apo,300.0,2.91008,6,2.961946,0.018193,0,0,0.9824892148607705,Accession,,,981.4789,984.953147,0.030334,0.037699,4.844159,0.002923,0.014085946682340637,EAPNAPHVF,27,33,5.0,4.912446074303852,12,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,300.0,6.969403,14.0,7.113751,0.03215,0.0,0.0,0.9797085953669168,Accession,,,1640.7147,1648.546113,0.016543,0.019712,3.474339,0.011919,0.005223303935456145,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.736211739769919,52.0 +327,24,33,32,xxxNApHVF,SecB WT apo,600.0,2.843235,6,2.961946,0.018193,0,0,0.9599212814818365,Accession,,,981.4789,984.886302,0.054118,0.058565,4.855408,0.006017,0.020632847438467977,EAPNAPHVF,27,33,5.0,4.799606407409183,12,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,6000.00048,10.453601,18.0,10.774211,0.021003,0.0,0.0,0.9702428326306215,Accession,,,2580.3245,2592.365775,0.070006,0.071101,5.309954,0.005508,0.0068648747740300275,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,16.494128154720567,9.0 +390,24,33,32,xxxNApHVF,SecB WT apo,6000.00048,2.990798,6,2.961946,0.018193,0,0,1.009740893318109,Accession,,,981.4789,985.033865,0.029936,0.037379,4.856934,0.002004,0.014061425637000137,EAPNAPHVF,27,33,5.0,5.048704466590545,12,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +13,24,35,34,xxxNApHVFQK,SecB WT apo,0.0,0.0,8,4.321766,0.016281,0,0,0.0,Accession,,,1237.6324,1238.349509,0.002106,0.0,4.043797,0.018325,0.0,EAPNAPHVFQK,27,35,7.0,0.0,13,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,0.0,0.0,15.0,8.993855,0.080943,0.0,0.0,0.0,Accession,,,2233.14,2234.477888,0.025023,0.0,5.018235,0.006875,0.0,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,0.0,13.0 +76,24,35,34,xxxNApHVFQK,SecB WT apo,10.020000000000001,2.737222,8,4.321766,0.016281,0,0,0.6333572895894872,Accession,,,1237.6324,1241.086731,0.018532,0.018651,4.063379,0.013265,0.004931259931096214,EAPNAPHVFQK,27,35,7.0,4.433501027126411,13,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,10.020000000000001,0.424221,7.0,3.776811,0.029739,0.0,0.0,0.11232253877676167,Accession,,,846.5043,847.379387,0.039829,0.043971,4.617826,0.001994,0.011675907691502353,RVTVTASL,63.0,69.0,6.0,0.67393523266057,23.0 +139,24,35,34,xxxNApHVFQK,SecB WT apo,30.0,3.325432,8,4.321766,0.016281,0,0,0.7694613729665142,Accession,,,1237.6324,1241.674941,0.006483,0.006816,4.062224,0.005645,0.003299991084206046,EAPNAPHVFQK,27,35,7.0,5.386229610765599,13,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,30.0,4.097712,8.0,4.718741,0.031945,0.0,0.0,0.868390954282085,Accession,,,875.4469,880.001234,0.03778,0.042729,4.534247,0.006589,0.010796153020734674,SIAGIEGTQ,87.0,94.0,7.0,6.078736679974595,33.0 +202,24,35,34,xxxNApHVFQK,SecB WT apo,60.0,3.848745,8,4.321766,0.016281,0,0,0.89054914125383,Accession,,,1237.6324,1242.198254,0.018024,0.018147,4.071184,0.01117,0.005374632361305815,EAPNAPHVFQK,27,35,7.0,6.23384398877681,13,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,60.0,2.026425,6.0,2.866933,0.018046,0.0,0.0,0.7068267727219297,Accession,,,875.4734,877.995969,0.042582,0.044129,4.109217,0.006813,0.016022517732488632,VARGTFPQ,120.0,126.0,5.0,3.5341338636096484,43.0 +265,24,35,34,xxxNApHVFQK,SecB WT apo,300.0,4.219532,8,4.321766,0.016281,0,0,0.9763443925469356,Accession,,,1237.6324,1242.569041,0.02944,0.029515,4.060225,0.004092,0.007756859231119821,EAPNAPHVFQK,27,35,7.0,6.834410747828549,13,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,600.0,4.61652,8.0,5.0734,0.020042,0.0,0.0,0.9099459928253243,Accession,,,1199.6241,1205.018429,0.044812,0.048152,5.516628,0.004647,0.01014898989457023,MTFQIQRIY,11.0,18.0,7.0,6.36962194977727,0.0 +328,24,35,34,xxxNApHVFQK,SecB WT apo,600.0,4.200098,8,4.321766,0.016281,0,0,0.9718476196999096,Accession,,,1237.6324,1242.549607,0.068745,0.068777,4.069896,0.005124,0.01632980427757334,EAPNAPHVFQK,27,35,7.0,6.8029333378993675,13,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,6000.00048,3.027803,6.0,2.961946,0.018193,0.0,0.0,1.0222343688912627,Accession,,,981.4789,985.043664,0.017466,0.021864,4.854696,0.006634,0.009690821800494732,EAPNAPHVF,27.0,33.0,5.0,5.1111718444563135,10.0 +391,24,35,34,xxxNApHVFQK,SecB WT apo,6000.00048,4.347501,8,4.321766,0.016281,0,0,1.0059547416495942,Accession,,,1237.6324,1242.69701,0.027652,0.027732,4.071529,0.002716,0.007452314226773316,EAPNAPHVFQK,27,35,7.0,7.041683191547159,13,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +14,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,14,8.2421,0.035257,0,0,0.0,Accession,,,2120.056,2121.326433,0.019168,0.0,4.591402,0.008566,0.0,EAPNAPHVFQKDWQPEVK,27,42,13.0,0.0,14,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,0.0,0.0,9.0,4.541007,0.086153,0.0,0.0,0.0,Accession,,,1385.706,1386.56653,0.012481,0.0,4.684064,0.008874,0.0,QKDWQPEVKLD,35.0,44.0,8.0,0.0,14.0 +77,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.100789,14,8.2421,0.035257,0,0,0.6188700695211171,Accession,,,2120.056,2126.427223,0.065831,0.068565,4.592665,0.01184,0.008729948556425463,EAPNAPHVFQKDWQPEVK,27,42,13.0,8.045310903774523,14,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,10.020000000000001,2.272383,13.0,7.227718,0.036737,0.0,0.0,0.31439840347949377,Accession,,,1480.7642,1483.886507,0.045501,0.057747,5.255959,0.001222,0.008147902873753821,RVTVTASLGEETAF,63.0,75.0,12.0,3.7727808417539253,24.0 +140,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,30.0,5.94407,14,8.2421,0.035257,0,0,0.7211839215733854,Accession,,,2120.056,2127.270503,0.135278,0.13663,4.592855,0.007013,0.016861700108849558,EAPNAPHVFQKDWQPEVK,27,42,13.0,9.37539098045401,14,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,30.0,1.215299,6.0,3.27942,0.02358,0.0,0.0,0.37058351781717497,Accession,,,850.4128,852.177643,0.018513,0.028384,5.70213,0.009518,0.009056070758833312,GAYCPNIL,101.0,107.0,5.0,1.852917589085875,34.0 +203,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,60.0,6.54027,14,8.2421,0.035257,0,0,0.7935198553766636,Accession,,,2120.056,2127.866704,0.075323,0.077724,4.596004,0.011346,0.010022437450170257,EAPNAPHVFQKDWQPEVK,27,42,13.0,10.315758119896627,14,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,60.0,2.714957,7.0,3.886385,0.009917,0.0,0.0,0.6985815867444939,Accession,,,988.5574,991.790218,0.036403,0.041202,5.216537,0.006248,0.010750446589311468,VARGTFPQL,120.0,127.0,6.0,4.1914895204669635,44.0 +266,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,300.0,7.232498,14,8.2421,0.035257,0,0,0.8775067033886994,Accession,,,2120.056,2128.558931,0.057689,0.06079,4.588467,0.004618,0.008275799539639682,EAPNAPHVFQKDWQPEVK,27,42,13.0,11.407587144053092,14,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,600.0,3.331209,6.0,3.642506,0.0147,0.0,0.0,0.914537683671626,Accession,,,967.536,971.389913,0.018832,0.022337,5.140458,0.007629,0.007157317624986935,FQIQRIY,13.0,18.0,5.0,4.57268841835813,1.0 +329,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,600.0,7.329766,14,8.2421,0.035257,0,0,0.8893080646922508,Accession,,,2120.056,2128.656199,0.011615,0.022413,4.597915,0.005839,0.0046761584463658684,EAPNAPHVFQKDWQPEVK,27,42,13.0,11.56100484099926,14,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,6000.00048,4.251336,8.0,4.321766,0.016281,0.0,0.0,0.9837034212402985,Accession,,,1237.6324,1242.589282,0.012208,0.022205,4.06532,0.001628,0.0063349483421744094,EAPNAPHVFQK,27.0,35.0,7.0,6.885923948682089,11.0 +392,24,42,41,xxxNApHVFQKDWQpEVK,SecB WT apo,6000.00048,8.219027,14,8.2421,0.035257,0,0,0.997200592082115,Accession,,,2120.056,2129.545461,0.053668,0.056988,4.601485,0.004145,0.008124230719516835,EAPNAPHVFQKDWQPEVK,27,42,13.0,12.963607697067495,14,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +15,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,0.0,0.0,15,8.993855,0.080943,0,0,0.0,Accession,,,2233.14,2234.433663,0.108512,0.0,5.035648,0.011565,0.0,EAPNAPHVFQKDWQPEVKL,27,43,14.0,0.0,15,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,0.0,0.0,5.0,2.773604,0.024238,0.0,0.0,0.0,Accession,,,901.4414,901.922159,0.008842,0.0,4.497327,0.00847,0.0,DWQPEVK,37.0,42.0,4.0,0.0,15.0 +78,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,10.020000000000001,5.944415,15,8.993855,0.080943,0,0,0.6609418319508154,Accession,,,2233.14,2240.378078,0.067002,0.127531,5.036118,0.011679,0.015376911695760507,EAPNAPHVFQKDWQPEVKL,27,43,14.0,9.253185647311415,15,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,10.020000000000001,2.247373,14.0,7.681216,0.046195,0.0,0.0,0.29258036748348176,Accession,,,1593.8483,1596.9683,0.044797,0.076934,5.713102,0.003167,0.010169249299931843,RVTVTASLGEETAFL,63.0,76.0,13.0,3.803544777285263,25.0 +141,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,30.0,6.843973,15,8.993855,0.080943,0,0,0.7609610117129973,Accession,,,2233.14,2241.277636,0.128703,0.168343,5.028293,0.00815,0.01993110626296192,EAPNAPHVFQKDWQPEVKL,27,43,14.0,10.653454163981962,15,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,30.0,1.308414,7.0,3.337438,0.025744,0.0,0.0,0.3920414401705739,Accession,,,997.4812,999.448019,0.030864,0.038385,6.396407,0.010771,0.011892261453738482,GAYCPNILF,101.0,108.0,6.0,2.3522486410234436,35.0 +204,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,60.0,7.534191,15,8.993855,0.080943,0,0,0.837704299213185,Accession,,,2233.14,2241.967855,0.045139,0.117526,5.033178,0.015487,0.015086262492792931,EAPNAPHVFQKDWQPEVKL,27,43,14.0,11.72786018898459,15,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,60.0,6.613377,13.0,8.257736,0.024315,0.0,0.0,0.8008704807225613,Accession,,,1743.9541,1751.622409,0.102475,0.102731,5.880211,0.005925,0.01266210613781291,VARGTFPQLNLAPVNF,120.0,134.0,12.0,9.610445768670736,45.0 +267,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,300.0,8.270841,15,8.993855,0.080943,0,0,0.9196102227576496,Accession,,,2233.14,2242.704505,0.057745,0.12292,5.021996,0.004326,0.01597771353532392,EAPNAPHVFQKDWQPEVKL,27,43,14.0,12.874543118607095,15,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,600.0,3.892989,12.0,5.264543,0.061768,0.0,0.0,0.7394733028108993,Accession,,,1672.8329,1677.739026,0.007954,0.02097,5.128364,0.007207,0.009546794601826303,TKDISFEAPNAPHVF,20.0,33.0,11.0,8.134206330919891,2.0 +330,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,600.0,8.328111,15,8.993855,0.080943,0,0,0.925977903802096,Accession,,,2233.14,2242.761774,0.073101,0.130839,5.032951,0.007636,0.016765499762180766,EAPNAPHVFQKDWQPEVKL,27,43,14.0,12.963690653229344,15,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,6000.00048,7.548848,14.0,8.2421,0.035257,0.0,0.0,0.9158889118064569,Accession,,,2120.056,2128.879933,0.165705,0.16714,4.597945,0.00825,0.020653812174848355,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,11.90655585348394,12.0 +393,24,43,42,xxxNApHVFQKDWQpEVKL,SecB WT apo,6000.00048,9.021415,15,8.993855,0.080943,0,0,1.0030643144680451,Accession,,,2233.14,2243.455079,0.04576,0.117766,5.034074,0.003512,0.015904337443163885,EAPNAPHVFQKDWQPEVKL,27,43,14.0,14.042900402552632,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +16,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,0.0,0.0,13,7.98918,0.03342,0,0,0.0,Accession,,,1991.0134,1992.265126,0.011793,0.0,4.554136,0.007778,0.0,APNAPHVFQKDWQPEVK,27,42,13.0,0.0,16,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,0.0,0.0,8.0,3.461806,0.000977,0.0,0.0,0.0,Accession,,,1157.6048,1158.239615,0.017654,0.0,4.095565,0.010252,0.0,QPEVKLDLDT,39.0,47.0,8.0,0.0,16.0 +79,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,10.020000000000001,5.05386,13,7.98918,0.03342,0,0,0.6325880753719406,Accession,,,1991.0134,1997.318986,0.038793,0.040546,4.557487,0.012559,0.0057235688631563355,APNAPHVFQKDWQPEVK,27,42,13.0,8.223644979835228,16,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,10.020000000000001,0.465607,6.0,3.273373,0.023509,0.0,0.0,0.14224074066719558,Accession,,,690.4032,691.229673,0.032522,0.040075,4.945785,0.001083,0.01228526978015151,VTVTASL,64.0,69.0,5.0,0.7112037033359779,26.0 +142,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,30.0,5.804013,13,7.98918,0.03342,0,0,0.7264841948735665,Accession,,,1991.0134,1998.069139,0.035454,0.037364,4.555642,0.007773,0.00557747295252882,APNAPHVFQKDWQPEVK,27,42,13.0,9.444294533356365,16,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,30.0,2.091686,11.0,5.099171,0.025247,0.0,0.0,0.4102011876048087,Accession,,,1521.7519,1524.811256,0.040411,0.04055,5.724791,0.008379,0.00820753032154762,GAYCPNILFPAARE,101.0,113.0,10.0,4.1020118760480875,36.0 +205,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,60.0,6.289422,13,7.98918,0.03342,0,0,0.7872424954751301,Accession,,,1991.0134,1998.554548,0.016349,0.020159,4.561654,0.011823,0.004148720368635602,APNAPHVFQKDWQPEVK,27,42,13.0,10.234152441176692,16,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,60.0,2.834417,5.0,2.709472,0.019689,0.0,0.0,1.0461141506537068,Accession,,,774.4145,777.636083,0.023822,0.026349,5.501877,0.008633,0.012343379019079403,NLAPVNF,129.0,134.0,4.0,4.184456602614827,46.0 +268,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,300.0,6.82974,13,7.98918,0.03342,0,0,0.8548737167018392,Accession,,,1991.0134,1999.094866,0.060482,0.061621,4.55161,0.004154,0.008501737169172742,APNAPHVFQKDWQPEVK,27,42,13.0,11.11335831712391,16,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,600.0,4.822792,13.0,6.3179,0.036001,0.0,0.0,0.763353645989965,Accession,,,1800.8915,1806.695266,0.00899,0.013774,4.94812,0.006167,0.004865561417643871,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,9.16024375187958,3.0 +331,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,600.0,6.990096,13,7.98918,0.03342,0,0,0.8749453636042748,Accession,,,1991.0134,1999.255222,0.073883,0.074818,4.563171,0.005357,0.010054725496081154,APNAPHVFQKDWQPEVK,27,42,13.0,11.374289726855572,16,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,6000.00048,8.730548,15.0,8.993855,0.080943,0.0,0.0,0.9707236774442106,Accession,,,2233.14,2243.208436,0.02688,0.036725,5.028354,0.005808,0.00964350347426768,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,13.590131484218949,13.0 +394,25,42,41,xxNApHVFQKDWQpEVK,SecB WT apo,6000.00048,7.442045,13,7.98918,0.03342,0,0,0.9315154997133623,Accession,,,1991.0134,1999.707171,0.085639,0.086447,4.566844,0.005535,0.011500761577164375,APNAPHVFQKDWQPEVK,27,42,13.0,12.109701496273711,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +17,33,44,43,xxDWQpEVKLD,SecB WT apo,0.0,0.0,9,4.541007,0.086153,0,0,0.0,Accession,,,1385.706,1386.582642,0.019394,0.0,4.688373,0.009154,0.0,QKDWQPEVKLD,35,44,8.0,0.0,17,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,0.0,0.0,9.0,5.63459,0.03405,0.0,0.0,0.0,Accession,,,1062.5313,1063.080297,0.006243,0.0,5.208649,0.008619,0.0,LDLDTASSQL,44.0,52.0,8.0,0.0,17.0 +80,33,44,43,xxDWQpEVKLD,SecB WT apo,10.020000000000001,3.104521,9,4.541007,0.086153,0,0,0.6836635574444172,Accession,,,1385.706,1389.687163,0.064457,0.067311,4.693705,0.01204,0.01969659850483884,QKDWQPEVKLD,35,44,8.0,5.469308459555338,17,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,10.020000000000001,2.396959,11.0,5.919469,0.103664,0.0,0.0,0.40492804337686367,Accession,,,1237.6311,1240.704191,0.044873,0.045119,5.93702,0.005226,0.010410708532729088,VTASLGEETAFL,66.0,76.0,10.0,4.0492804337686366,27.0 +143,33,44,43,xxDWQpEVKLD,SecB WT apo,30.0,3.27576,9,4.541007,0.086153,0,0,0.721373034659493,Accession,,,1385.706,1389.858402,0.023914,0.030789,4.691793,0.008008,0.015273482970443453,QKDWQPEVKLD,35,44,8.0,5.770984277275944,17,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,30.0,1.836543,12.0,5.223489,0.096278,0.0,0.0,0.35159315928491475,Accession,,,1624.761,1627.934422,0.041966,0.043635,5.861287,0.00743,0.010572576756279808,GAYCPNILFPAAREC,101.0,114.0,11.0,3.867524752134062,37.0 +206,33,44,43,xxDWQpEVKLD,SecB WT apo,60.0,3.385728,9,4.541007,0.086153,0,0,0.745589689687772,Accession,,,1385.706,1389.96837,0.026575,0.032899,4.70088,0.012517,0.015892864200986276,QKDWQPEVKLD,35,44,8.0,5.964717517502176,17,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,60.0,9.548682,18.0,9.445908,0.065306,0.0,0.0,1.0108802668838188,Accession,,,2195.9298,2206.810833,0.111991,0.112424,5.006161,0.004162,0.013802150931040046,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.18496453702492,47.0 +269,33,44,43,xxDWQpEVKLD,SecB WT apo,300.0,3.646931,9,4.541007,0.086153,0,0,0.8031106316286234,Accession,,,1385.706,1390.229573,0.032004,0.037421,4.688273,0.004196,0.017322493016600722,QKDWQPEVKLD,35,44,8.0,6.424885053028987,17,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,600.0,5.289351,14.0,6.812215,0.036048,0.0,0.0,0.7764509781326632,Accession,,,1928.9865,1935.412389,0.019512,0.024736,4.620187,0.003628,0.005483308260535212,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,10.09386271572462,4.0 +332,33,44,43,xxDWQpEVKLD,SecB WT apo,600.0,3.681341,9,4.541007,0.086153,0,0,0.810688246021202,Accession,,,1385.706,1390.263983,0.040104,0.044547,4.701467,0.005041,0.018242710328501218,QKDWQPEVKLD,35,44,8.0,6.485505968169616,17,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,6000.00048,4.424972,9.0,4.541007,0.086153,0.0,0.0,0.9744472977029106,Accession,,,1385.706,1390.991503,0.046441,0.048089,4.690126,0.006126,0.02130568021256627,QKDWQPEVKLD,35.0,44.0,8.0,7.795578381623285,14.0 +395,33,44,43,xxDWQpEVKLD,SecB WT apo,6000.00048,4.08338,9,4.541007,0.086153,0,0,0.899223454180978,Accession,,,1385.706,1390.666023,0.033761,0.038935,4.699588,0.001831,0.01909365777275713,QKDWQPEVKLD,35,44,8.0,7.193787633447824,17,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +18,35,42,41,xxQpEVK,SecB WT apo,0.0,0.0,5,2.773604,0.024238,0,0,0.0,Accession,,,901.4414,901.923476,0.006347,0.0,4.508263,0.006866,0.0,DWQPEVK,37,42,4.0,0.0,18,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,0.0,0.0,12.0,6.94944,0.074753,0.0,0.0,0.0,Accession,,,1363.6223,1364.326333,0.011817,0.0,5.02277,0.008688,0.0,LDLDTASSQLADD,44.0,55.0,11.0,0.0,18.0 +81,35,42,41,xxQpEVK,SecB WT apo,10.020000000000001,1.725866,5,2.773604,0.024238,0,0,0.6222467230361651,Accession,,,901.4414,903.649343,0.009407,0.011348,4.51478,0.010775,0.00680502170844235,DWQPEVK,37,42,4.0,2.4889868921446605,18,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,10.020000000000001,2.463839,8.0,4.512616,0.036923,0.0,0.0,0.5459890670954497,Accession,,,924.4309,927.410199,0.014838,0.032825,5.295548,0.001576,0.0085363501283089,ASLGEETAF,68.0,75.0,7.0,3.821923469668148,28.0 +144,35,42,41,xxQpEVK,SecB WT apo,30.0,1.853122,5,2.773604,0.024238,0,0,0.6681278221404353,Accession,,,901.4414,903.776598,0.021266,0.022193,4.512842,0.00779,0.009905240640280423,DWQPEVK,37,42,4.0,2.6725112885617412,18,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,30.0,0.280512,5.0,1.880751,0.035057,0.0,0.0,0.14914893040067503,Accession,,,869.4226,870.293519,0.014671,0.020169,6.441058,0.010736,0.01107841431819654,YCPNILF,104.0,108.0,4.0,0.5965957216027001,38.0 +207,35,42,41,xxQpEVK,SecB WT apo,60.0,1.970325,5,2.773604,0.024238,0,0,0.7103843951768168,Accession,,,901.4414,903.893802,0.008488,0.010599,4.519171,0.011407,0.007289798617255046,DWQPEVK,37,42,4.0,2.8415375807072674,18,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,60.0,7.992075,13.0,7.945226,0.075043,0.0,0.0,1.0058964968397375,Accession,,,1597.6799,1606.631311,0.085918,0.086035,4.741973,0.006163,0.01440557931245952,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.07075796207685,48.0 +270,35,42,41,xxQpEVK,SecB WT apo,300.0,2.263941,5,2.773604,0.024238,0,0,0.8162452174138773,Accession,,,901.4414,904.187418,0.009782,0.011661,4.509167,0.004085,0.00827984370312452,DWQPEVK,37,42,4.0,3.2649808696555094,18,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,600.0,3.852327,9.0,4.61559,0.003636,0.0,0.0,0.8346337087999584,Accession,,,1328.6634,1333.271095,0.011371,0.014904,5.488159,0.005204,0.0032953155451119426,ISFEAPNAPHVF,23.0,33.0,8.0,6.677069670399667,5.0 +333,35,42,41,xxQpEVK,SecB WT apo,600.0,2.341189,5,2.773604,0.024238,0,0,0.8440963454047513,Accession,,,901.4414,904.264666,0.020951,0.021891,4.522256,0.007506,0.010802994280477462,DWQPEVK,37,42,4.0,3.3763853816190053,18,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,6000.00048,2.870613,5.0,2.773604,0.024238,0.0,0.0,1.0349757932278725,Accession,,,901.4414,904.792772,0.002837,0.009286,4.512609,0.005075,0.009644234069064178,DWQPEVK,37.0,42.0,4.0,4.13990317291149,15.0 +396,35,42,41,xxQpEVK,SecB WT apo,6000.00048,2.796684,5,2.773604,0.024238,0,0,1.0083213032574223,Accession,,,901.4414,904.72016,0.009338,0.011291,4.523787,0.000994,0.00970644520983395,DWQPEVK,37,42,4.0,4.033285213029689,18,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +19,37,47,46,xxEVKLDLDT,SecB WT apo,0.0,0.0,8,3.461806,0.000977,0,0,0.0,Accession,,,1157.6048,1158.286365,0.006939,0.0,4.098042,0.008218,0.0,QPEVKLDLDT,39,47,8.0,0.0,19,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,0.0,0.0,14.0,8.416065,0.046315,0.0,0.0,0.0,Accession,,,1625.7541,1626.631842,0.036389,0.0,5.658374,0.009636,0.0,LDLDTASSQLADDVY,44.0,57.0,13.0,0.0,19.0 +82,37,47,46,xxEVKLDLDT,SecB WT apo,10.020000000000001,2.522283,8,3.461806,0.000977,0,0,0.7286032203999877,Accession,,,1157.6048,1160.808648,0.021748,0.022828,4.111478,0.013113,0.006597451167747178,QPEVKLDLDT,39,47,8.0,5.828825763199902,19,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,10.020000000000001,2.42588,9.0,4.82295,0.028983,0.0,0.0,0.5029867612146093,Accession,,,1037.515,1040.539191,0.026254,0.034865,5.900452,0.004939,0.00783546468816537,ASLGEETAFL,68.0,76.0,8.0,4.023894089716874,29.0 +145,37,47,46,xxEVKLDLDT,SecB WT apo,30.0,2.639573,8,3.461806,0.000977,0,0,0.7624843795406212,Accession,,,1157.6048,1160.925938,0.029707,0.030507,4.109585,0.005936,0.00881507919243917,QPEVKLDLDT,39,47,8.0,6.09987503632497,19,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,30.0,2.096154,11.0,6.261897,0.065228,0.0,0.0,0.3347474415500606,Accession,,,1390.7511,1393.662721,0.033826,0.036029,5.503299,0.008571,0.006727832155455805,IASMVARGTFPQL,116.0,127.0,10.0,3.347474415500606,39.0 +208,37,47,46,xxEVKLDLDT,SecB WT apo,60.0,2.773916,8,3.461806,0.000977,0,0,0.8012915801752033,Accession,,,1157.6048,1161.060281,0.010413,0.012513,4.122692,0.014252,0.0036216545704544417,QPEVKLDLDT,39,47,8.0,6.410332641401626,19,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,60.0,9.314021,17.0,9.473422,0.002415,0.0,0.0,0.98317387317909,Accession,,,2048.8614,2059.356722,0.094375,0.094713,4.496623,0.007513,0.010000901138087995,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.73078197086544,49.0 +271,37,47,46,xxEVKLDLDT,SecB WT apo,300.0,3.087716,8,3.461806,0.000977,0,0,0.8919379075546116,Accession,,,1157.6048,1161.374081,0.034019,0.03472,4.108852,0.00318,0.010032605533206071,QPEVKLDLDT,39,47,8.0,7.135503260436892,19,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,600.0,4.588327,10.0,5.560889,0.032429,0.0,0.0,0.8251067410264796,Accession,,,1456.7219,1462.179174,0.014611,0.018466,5.25551,0.007266,0.00584632800848946,ISFEAPNAPHVFQ,23.0,34.0,9.0,7.425960669238316,6.0 +334,37,47,46,xxEVKLDLDT,SecB WT apo,600.0,3.102448,8,3.461806,0.000977,0,0,0.8961934897565027,Accession,,,1157.6048,1161.388813,0.036616,0.037267,4.119398,0.005366,0.010768161007719754,QPEVKLDLDT,39,47,8.0,7.169547918052022,19,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,6000.00048,3.733378,8.0,3.461806,0.000977,0.0,0.0,1.0784480701691546,Accession,,,1157.6048,1161.972993,0.017672,0.024979,4.111714,0.002711,0.0072220142013354515,QPEVKLDLDT,39.0,47.0,8.0,8.627584561353236,16.0 +397,37,47,46,xxEVKLDLDT,SecB WT apo,6000.00048,3.537634,8,3.461806,0.000977,0,0,1.021904173717418,Accession,,,1157.6048,1161.823999,0.035894,0.036558,4.120225,0.002624,0.010564321234394816,QPEVKLDLDT,39,47,8.0,8.175233389739343,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +20,42,52,51,xxLDTASSQL,SecB WT apo,0.0,0.0,9,5.63459,0.03405,0,0,0.0,Accession,,,1062.5313,1063.116166,0.012458,0.0,5.218036,0.009076,0.0,LDLDTASSQL,44,52,8.0,0.0,20,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,0.0,0.0,15.0,8.797349,0.026752,0.0,0.0,0.0,Accession,,,1754.7967,1755.776721,0.017122,0.0,5.606008,0.007932,0.0,LDLDTASSQLADDVYE,44.0,58.0,14.0,0.0,20.0 +83,42,52,51,xxLDTASSQL,SecB WT apo,10.020000000000001,2.961821,9,5.63459,0.03405,0,0,0.525649781084338,Accession,,,1062.5313,1066.077987,0.009859,0.015887,5.21257,0.007265,0.004247366108694396,LDLDTASSQL,44,52,8.0,4.205198248674704,20,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,10.020000000000001,0.170328,9.0,2.452847,0.025554,0.0,0.0,0.06944093944709963,Accession,,,1093.5347,1094.391404,0.017863,0.022304,5.731843,0.003278,0.009121839852346644,LCEVQQGGIF,77.0,85.0,8.0,0.555527515576797,30.0 +146,42,52,51,xxLDTASSQL,SecB WT apo,30.0,3.047375,9,5.63459,0.03405,0,0,0.5408334945399754,Accession,,,1062.5313,1066.16354,0.032771,0.03506,5.207577,0.009309,0.007028398582359234,LDLDTASSQL,44,52,8.0,4.326667956319803,20,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,30.0,5.568475,17.0,10.369175,0.083226,0.0,0.0,0.5370219906598163,Accession,,,2146.1478,2153.057653,0.064908,0.066879,6.000536,0.009708,0.0077574753235794104,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,8.59235185055706,40.0 +209,42,52,51,xxLDTASSQL,SecB WT apo,60.0,3.057755,9,5.63459,0.03405,0,0,0.5426756871396143,Accession,,,1062.5313,1066.173921,0.028608,0.031203,5.214842,0.009775,0.006435936159594422,LDLDTASSQL,44,52,8.0,4.341405497116915,20,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,60.0,8.636485,16.0,8.866259,0.083961,0.0,0.0,0.9740844475668938,Accession,,,1917.8209,1927.529033,0.104622,0.104822,4.265528,0.004858,0.01499536950897467,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.611266713503408,50.0 +272,42,52,51,xxLDTASSQL,SecB WT apo,300.0,3.221018,9,5.63459,0.03405,0,0,0.5716508210890233,Accession,,,1062.5313,1066.337183,0.02389,0.026943,5.202938,0.004466,0.005899015704562852,LDLDTASSQL,44,52,8.0,4.573206568712187,20,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,600.0,5.129863,11.0,6.220337,0.064196,0.0,0.0,0.8246921348473564,Accession,,,1584.8169,1590.826511,0.004038,0.017493,4.851965,0.005186,0.008963677565475421,ISFEAPNAPHVFQK,23.0,35.0,10.0,8.246921348473563,7.0 +335,42,52,51,xxLDTASSQL,SecB WT apo,600.0,3.324394,9,5.63459,0.03405,0,0,0.5899974975996478,Accession,,,1062.5313,1066.44056,0.016024,0.020297,5.215755,0.006877,0.00506831641718362,LDLDTASSQL,44,52,8.0,4.7199799807971825,20,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,6000.00048,4.911472,9.0,5.63459,0.03405,0.0,0.0,0.8716644866795986,Accession,,,1062.5313,1067.991769,0.026987,0.027699,5.212586,0.00585,0.0072050286032986745,LDLDTASSQL,44.0,52.0,8.0,6.973315893436789,17.0 +398,42,52,51,xxLDTASSQL,SecB WT apo,6000.00048,4.195187,9,5.63459,0.03405,0,0,0.7445416614163586,Accession,,,1062.5313,1067.311353,0.068297,0.069424,5.214623,0.00292,0.013116843425769572,LDLDTASSQL,44,52,8.0,5.956333291330869,20,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +21,42,55,54,xxLDTASSQLADD,SecB WT apo,0.0,0.0,12,6.94944,0.074753,0,0,0.0,Accession,,,1363.6223,1364.365681,0.042452,0.0,5.033154,0.010791,0.0,LDLDTASSQLADD,44,55,11.0,0.0,21,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,0.0,0.0,8.0,4.553624,0.020853,0.0,0.0,0.0,Accession,,,949.4473,949.934045,0.012208,0.0,4.814564,0.007569,0.0,DLDTASSQL,45.0,52.0,7.0,0.0,21.0 +84,42,55,54,xxLDTASSQLADD,SecB WT apo,10.020000000000001,3.957912,12,6.94944,0.074753,0,0,0.5695296311645255,Accession,,,1363.6223,1368.323593,0.022521,0.048056,5.033525,0.012803,0.009238478026981618,LDLDTASSQLADD,44,55,11.0,6.264825942809781,21,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,10.020000000000001,0.186187,8.0,2.245694,0.058034,0.0,0.0,0.08290844611955146,Accession,,,980.4506,981.212183,0.021051,0.024975,5.505962,0.002151,0.011325787624033462,CEVQQGGIF,78.0,85.0,7.0,0.5803591228368602,31.0 +147,42,55,54,xxLDTASSQLADD,SecB WT apo,30.0,4.404772,12,6.94944,0.074753,0,0,0.6338312151770503,Accession,,,1363.6223,1368.770453,0.083923,0.094049,5.023578,0.008151,0.015153709677638344,LDLDTASSQLADD,44,55,11.0,6.972143366947553,21,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,30.0,2.346507,9.0,5.327547,0.022525,0.0,0.0,0.4404479209662533,Accession,,,1206.63,1209.720806,0.032203,0.034456,5.373567,0.009172,0.006730278963230283,SMVARGTFPQL,118.0,127.0,8.0,3.5235833677300263,41.0 +210,42,55,54,xxLDTASSQLADD,SecB WT apo,60.0,4.524499,12,6.94944,0.074753,0,0,0.6510595098310079,Accession,,,1363.6223,1368.89018,0.097967,0.106769,5.032588,0.014944,0.016884557071672895,LDLDTASSQLADD,44,55,11.0,7.161654608141087,21,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,60.0,7.476124,15.0,7.418282,0.029146,0.0,0.0,1.0077972231306387,Accession,,,1803.778,1812.246517,0.100283,0.101085,3.835197,0.003862,0.014190100220224102,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.109161123828942,51.0 +273,42,55,54,xxLDTASSQLADD,SecB WT apo,300.0,4.593927,12,6.94944,0.074753,0,0,0.6610499551042961,Accession,,,1363.6223,1368.959608,0.022372,0.047986,5.019813,0.003934,0.009911684220156692,LDLDTASSQLADD,44,55,11.0,7.271549506147257,21,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,600.0,7.715918,17.0,10.033722,0.057622,0.0,0.0,0.7689985829784801,Accession,,,2467.2405,2476.461423,0.055982,0.060196,5.016296,0.009472,0.007449531913029506,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,12.303977327655682,8.0 +336,42,55,54,xxLDTASSQLADD,SecB WT apo,600.0,4.769993,12,6.94944,0.074753,0,0,0.6863852339181287,Accession,,,1363.6223,1369.135674,0.099414,0.108099,5.032359,0.007519,0.017218369877673372,LDLDTASSQLADD,44,55,11.0,7.550237573099415,21,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,6000.00048,6.297878,12.0,6.94944,0.074753,0.0,0.0,0.9062425173826956,Accession,,,1363.6223,1370.624211,0.022885,0.025755,5.027095,0.006761,0.010428888871061638,LDLDTASSQLADD,44.0,55.0,11.0,9.968667691209651,18.0 +399,42,55,54,xxLDTASSQLADD,SecB WT apo,6000.00048,5.677163,12,6.94944,0.074753,0,0,0.8169238096882627,Accession,,,1363.6223,1370.042844,0.044327,0.061377,5.032093,0.003424,0.012458790459423344,LDLDTASSQLADD,44,55,11.0,8.98616190657089,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +22,42,57,56,xxLDTASSQLADDVY,SecB WT apo,0.0,0.0,14,8.416065,0.046315,0,0,0.0,Accession,,,1625.7541,1626.688467,0.017652,0.0,5.67001,0.009194,0.0,LDLDTASSQLADDVY,44,57,13.0,0.0,22,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,0.0,0.0,6.0,3.201185,0.006567,0.0,0.0,0.0,Accession,,,721.3363,721.696293,0.015373,0.0,4.196823,0.005702,0.0,DTASSQL,47.0,52.0,5.0,0.0,22.0 +85,42,57,56,xxLDTASSQLADDVY,SecB WT apo,10.020000000000001,4.32331,14,8.416065,0.046315,0,0,0.5136973157883168,Accession,,,1625.7541,1631.011776,0.070045,0.072235,5.660149,0.014381,0.009036560449182114,LDLDTASSQLADDVY,44,57,13.0,6.678065105248118,22,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,10.020000000000001,0.163171,6.0,1.481827,0.023424,0.0,0.0,0.1101147434889498,Accession,,,748.3988,748.947644,0.019919,0.021914,5.402646,0.002178,0.014890587260341141,VQQGGIF,80.0,85.0,5.0,0.550573717444749,32.0 +148,42,57,56,xxLDTASSQLADDVY,SecB WT apo,30.0,4.702209,14,8.416065,0.046315,0,0,0.558718237085859,Accession,,,1625.7541,1631.390676,0.029708,0.034556,5.65375,0.006545,0.005129598325268401,LDLDTASSQLADDVY,44,57,13.0,7.263337082116167,22,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,30.0,2.199164,8.0,4.784294,0.031285,0.0,0.0,0.4596632230377147,Accession,,,1119.5979,1122.522078,0.020916,0.024076,5.325414,0.006975,0.005861636896420754,MVARGTFPQL,119.0,127.0,7.0,3.217642561264003,42.0 +211,42,57,56,xxLDTASSQLADDVY,SecB WT apo,60.0,4.864884,14,8.416065,0.046315,0,0,0.5780473416020433,Accession,,,1625.7541,1631.553351,0.058154,0.060774,5.661449,0.011221,0.007890811925891129,LDLDTASSQLADDVY,44,57,13.0,7.514615440826563,22,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,60.0,7.052877,14.0,7.113751,0.03215,0.0,0.0,0.9914427704877496,Accession,,,1640.7147,1648.629587,0.062091,0.06301,3.468627,0.00441,0.009926340446165532,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.888756016340745,52.0 +274,42,57,56,xxLDTASSQLADDVY,SecB WT apo,300.0,5.005428,14,8.416065,0.046315,0,0,0.5947468323973258,Accession,,,1625.7541,1631.693894,0.048511,0.051623,5.64932,0.001886,0.006952464034016343,LDLDTASSQLADDVY,44,57,13.0,7.731708821165236,22,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,600.0,8.9228,18.0,10.774211,0.021003,0.0,0.0,0.8281627304310265,Accession,,,2580.3245,2590.834973,0.038334,0.040298,5.310351,0.006322,0.004073768966676516,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,14.07876641732745,9.0 +337,42,57,56,xxLDTASSQLADDVY,SecB WT apo,600.0,5.187988,14,8.416065,0.046315,0,0,0.6164386800719814,Accession,,,1625.7541,1631.876455,0.036602,0.040636,5.659367,0.007816,0.005900968916839332,LDLDTASSQLADDVY,44,57,13.0,8.013702840935759,22,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,6000.00048,7.371307,14.0,8.416065,0.046315,0.0,0.0,0.8758614625718789,Accession,,,1625.7541,1634.003149,0.031416,0.048074,5.652991,0.008021,0.007474048281591363,LDLDTASSQLADDVY,44.0,57.0,13.0,11.386199013434426,19.0 +400,42,57,56,xxLDTASSQLADDVY,SecB WT apo,6000.00048,6.146337,14,8.416065,0.046315,0,0,0.7303100677097908,Accession,,,1625.7541,1632.834804,0.006786,0.018912,5.658733,0.003484,0.0046045735356531,LDLDTASSQLADDVY,44,57,13.0,9.49403088022728,22,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +23,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,0.0,0.0,15,8.797349,0.026752,0,0,0.0,Accession,,,1754.7967,1755.796984,0.007371,0.0,5.615135,0.009121,0.0,LDLDTASSQLADDVYE,44,58,14.0,0.0,23,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,0.0,0.0,7.0,3.776811,0.029739,0.0,0.0,0.0,Accession,,,846.5043,846.955166,0.01863,0.0,4.613347,0.009715,0.0,RVTVTASL,63.0,69.0,6.0,0.0,23.0 +86,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,10.020000000000001,4.342345,15,8.797349,0.026752,0,0,0.4935969915482493,Accession,,,1754.7967,1760.139329,0.050428,0.050964,5.600163,0.012454,0.005984402371433364,LDLDTASSQLADDVYE,44,58,14.0,6.91035788167549,23,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,10.020000000000001,3.523403,8.0,4.718741,0.031945,0.0,0.0,0.7466828546004115,Accession,,,875.4469,879.426924,0.021415,0.029276,4.537827,0.001392,0.00800275704687903,SIAGIEGTQ,87.0,94.0,7.0,5.22677998220288,33.0 +149,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,30.0,4.821071,15,8.797349,0.026752,0,0,0.5480140665102634,Accession,,,1754.7967,1760.618055,0.036102,0.036847,5.594058,0.007018,0.004507768197004703,LDLDTASSQLADDVYE,44,58,14.0,7.672196931143688,23,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,30.0,1.641127,6.0,2.866933,0.018046,0.0,0.0,0.5724329797731583,Accession,,,875.4734,877.610671,0.007673,0.013892,4.094517,0.007257,0.0060384464286953685,VARGTFPQ,120.0,126.0,5.0,2.8621648988657915,43.0 +212,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,60.0,5.074226,15,8.797349,0.026752,0,0,0.5767903490017277,Accession,,,1754.7967,1760.87121,0.058283,0.058748,5.599618,0.012309,0.006904421831786854,LDLDTASSQLADDVYE,44,58,14.0,8.075064886024187,23,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,300.0,4.377735,8.0,5.0734,0.020042,0.0,0.0,0.8628799227342611,Accession,,,1199.6241,1204.779643,0.016999,0.024484,5.52605,0.014663,0.005908406418910734,MTFQIQRIY,11.0,18.0,7.0,6.0401594591398275,0.0 +275,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,300.0,5.188429,15,8.797349,0.026752,0,0,0.5897718733222929,Accession,,,1754.7967,1760.985413,0.023459,0.02459,5.587117,0.002339,0.003321049833469611,LDLDTASSQLADDVYE,44,58,14.0,8.2568062265121,23,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,600.0,3.012099,6.0,2.961946,0.018193,0.0,0.0,1.016932449139856,Accession,,,981.4789,985.02796,0.01869,0.022854,4.853031,0.004776,0.009927251696057944,EAPNAPHVF,27.0,33.0,5.0,5.084662245699279,10.0 +338,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,600.0,5.362813,15,8.797349,0.026752,0,0,0.6095942084371099,Accession,,,1754.7967,1761.159797,0.010641,0.012945,5.604324,0.012718,0.002366750503727558,LDLDTASSQLADDVYE,44,58,14.0,8.534318918119538,23,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,6000.00048,7.939825,15.0,8.797349,0.026752,0.0,0.0,0.9025247264829438,Accession,,,1754.7967,1763.716546,0.036301,0.040136,5.594438,0.007921,0.005324163924318604,LDLDTASSQLADDVYE,44.0,58.0,14.0,12.635346170761213,20.0 +401,42,58,57,xxLDTASSQLADDVYE,SecB WT apo,6000.00048,6.522618,15,8.797349,0.026752,0,0,0.7414299466805283,Accession,,,1754.7967,1762.319601,0.05301,0.05352,5.598062,0.002282,0.006488000273595972,LDLDTASSQLADDVYE,44,58,14.0,10.380019253527397,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +24,43,52,51,xxDTASSQL,SecB WT apo,0.0,0.0,8,4.553624,0.020853,0,0,0.0,Accession,,,949.4473,949.954147,0.030088,0.0,4.824319,0.011149,0.0,DLDTASSQL,45,52,7.0,0.0,24,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,0.0,0.0,13.0,7.227718,0.036737,0.0,0.0,0.0,Accession,,,1480.7642,1481.614124,0.035559,0.0,5.296122,0.110574,0.0,RVTVTASLGEETAF,63.0,75.0,12.0,0.0,24.0 +87,43,52,51,xxDTASSQL,SecB WT apo,10.020000000000001,2.168137,8,4.553624,0.020853,0,0,0.4761343931778294,Accession,,,949.4473,952.122284,0.015018,0.033628,4.820265,0.008635,0.00770005250438552,DLDTASSQL,45,52,7.0,3.332940752244806,24,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,10.020000000000001,0.566388,6.0,3.27942,0.02358,0.0,0.0,0.17270980844173664,Accession,,,850.4128,851.528733,0.02009,0.029437,5.69938,0.00338,0.00906177680086335,GAYCPNIL,101.0,107.0,5.0,0.8635490422086832,34.0 +150,43,52,51,xxDTASSQL,SecB WT apo,30.0,2.207933,8,4.553624,0.020853,0,0,0.48487380600594165,Accession,,,949.4473,952.16208,0.010534,0.031879,4.820441,0.008237,0.0073444907865317256,DLDTASSQL,45,52,7.0,3.394116642041592,24,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,30.0,2.297117,7.0,3.886385,0.009917,0.0,0.0,0.591067791791086,Accession,,,988.5574,991.372379,0.012677,0.02309,5.207153,0.005483,0.006129706325735941,VARGTFPQL,120.0,127.0,6.0,3.5464067507465162,44.0 +213,43,52,51,xxDTASSQL,SecB WT apo,60.0,2.253566,8,4.553624,0.020853,0,0,0.4948950550155217,Accession,,,949.4473,952.207713,0.014622,0.033453,4.825615,0.01296,0.007688088480706702,DLDTASSQL,45,52,7.0,3.4642653851086522,24,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,300.0,3.103335,6.0,3.642506,0.0147,0.0,0.0,0.8519780063505729,Accession,,,967.536,971.16204,0.035894,0.037851,5.153615,0.013983,0.010945533039175146,FQIQRIY,13.0,18.0,5.0,4.259890031752864,1.0 +276,43,52,51,xxDTASSQL,SecB WT apo,300.0,2.353156,8,4.553624,0.020853,0,0,0.5167655476165797,Accession,,,949.4473,952.307303,0.005031,0.030506,4.81445,0.00389,0.007104972029892408,DLDTASSQL,45,52,7.0,3.617358833316058,24,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,600.0,4.247328,8.0,4.321766,0.016281,0.0,0.0,0.9827760225796585,Accession,,,1237.6324,1242.585274,0.01029,0.021211,4.053595,0.005054,0.006147775821144883,EAPNAPHVFQK,27.0,35.0,7.0,6.879432158057609,11.0 +339,43,52,51,xxDTASSQL,SecB WT apo,600.0,2.490391,8,4.553624,0.020853,0,0,0.5469030820287314,Accession,,,949.4473,952.444537,0.012937,0.032752,4.825095,0.006744,0.0076160872244670046,DLDTASSQL,45,52,7.0,3.82832157420112,24,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,6000.00048,4.129858,8.0,4.553624,0.020853,0.0,0.0,0.9069387371465012,Accession,,,949.4473,954.063903,0.009972,0.015763,4.823119,0.007136,0.005406711204380036,DLDTASSQL,45.0,52.0,7.0,6.348571160025508,21.0 +402,43,52,51,xxDTASSQL,SecB WT apo,6000.00048,3.442043,8,4.553624,0.020853,0,0,0.7558909123809958,Accession,,,949.4473,953.39619,0.033976,0.045384,4.826319,0.001683,0.010550582253365975,DLDTASSQL,45,52,7.0,5.291236386666971,24,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +25,45,52,51,xxASSQL,SecB WT apo,0.0,0.0,6,3.201185,0.006567,0,0,0.0,Accession,,,721.3363,721.711815,0.006524,0.0,4.208891,0.007333,0.0,DTASSQL,47,52,5.0,0.0,25,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,0.0,0.0,14.0,7.681216,0.046195,0.0,0.0,0.0,Accession,,,1593.8483,1594.720927,0.062546,0.0,5.71214,0.011372,0.0,RVTVTASLGEETAFL,63.0,76.0,13.0,0.0,25.0 +88,45,52,51,xxASSQL,SecB WT apo,10.020000000000001,1.502049,6,3.201185,0.006567,0,0,0.46921655574420096,Accession,,,721.3363,723.213864,0.002184,0.00688,4.20918,0.009412,0.002354911383739563,DTASSQL,47,52,5.0,2.346082778721005,25,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,10.020000000000001,0.584612,7.0,3.337438,0.025744,0.0,0.0,0.17516789825009482,Accession,,,997.4812,998.724217,0.035334,0.042063,6.38912,0.009469,0.01267560312299054,GAYCPNILF,101.0,108.0,6.0,1.051007389500569,35.0 +151,45,52,51,xxASSQL,SecB WT apo,30.0,1.430718,6,3.201185,0.006567,0,0,0.44693386980133915,Accession,,,721.3363,723.142532,0.04227,0.042771,4.207158,0.007695,0.013392410760492636,DTASSQL,47,52,5.0,2.234669349006696,25,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,30.0,6.087817,13.0,8.257736,0.024315,0.0,0.0,0.7372259176122851,Accession,,,1743.9541,1751.096849,0.025046,0.026073,5.873639,0.008299,0.0038316363539171623,VARGTFPQLNLAPVNF,120.0,134.0,12.0,8.84671101134742,45.0 +214,45,52,51,xxASSQL,SecB WT apo,60.0,1.489663,6,3.201185,0.006567,0,0,0.46534736355443374,Accession,,,721.3363,723.201478,0.071277,0.071575,4.209848,0.012624,0.022379277604812536,DTASSQL,47,52,5.0,2.3267368177721686,25,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,300.0,3.691328,12.0,5.264543,0.061768,0.0,0.0,0.7011677936717394,Accession,,,1672.8329,1677.537365,0.018243,0.026632,5.14227,0.015137,0.009657601661627626,TKDISFEAPNAPHVF,20.0,33.0,11.0,7.712845730389134,2.0 +277,45,52,51,xxASSQL,SecB WT apo,300.0,1.577079,6,3.201185,0.006567,0,0,0.4926547512874138,Accession,,,721.3363,723.288894,0.005387,0.008461,4.203415,0.003805,0.002829716644038513,DTASSQL,47,52,5.0,2.463273756437069,25,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,600.0,7.054853,14.0,8.2421,0.035257,0.0,0.0,0.8559533371349534,Accession,,,2120.056,2128.385939,0.051916,0.05633,4.594005,0.004503,0.007753440055725116,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,11.127393382754393,12.0 +340,45,52,51,xxASSQL,SecB WT apo,600.0,1.697731,6,3.201185,0.006567,0,0,0.5303445442859441,Accession,,,721.3363,723.409546,0.031972,0.032631,4.21381,0.00548,0.010251308610750907,DTASSQL,47,52,5.0,2.6517227214297208,25,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,6000.00048,2.905114,6.0,3.201185,0.006567,0.0,0.0,0.907512061939563,Accession,,,721.3363,724.601407,0.036096,0.039233,4.210498,0.006245,0.012396366697591227,DTASSQL,47.0,52.0,5.0,4.537560309697815,22.0 +403,45,52,51,xxASSQL,SecB WT apo,6000.00048,2.512378,6,3.201185,0.006567,0,0,0.7848274935687878,Accession,,,721.3363,724.224192,0.005177,0.008329,4.214913,0.002752,0.003059701432007654,DTASSQL,47,52,5.0,3.9241374678439387,25,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +26,61,69,68,xxTVTASL,SecB WT apo,0.0,0.0,7,3.776811,0.029739,0,0,0.0,Accession,,,846.5043,846.969946,0.011682,0.0,4.60409,0.007427,0.0,RVTVTASL,63,69,6.0,0.0,26,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,0.0,0.0,6.0,3.273373,0.023509,0.0,0.0,0.0,Accession,,,690.4032,690.764065,0.023415,0.0,4.939754,0.009046,0.0,VTVTASL,64.0,69.0,5.0,0.0,26.0 +89,61,69,68,xxTVTASL,SecB WT apo,10.020000000000001,0.588076,7,3.776811,0.029739,0,0,0.15570702372980805,Accession,,,846.5043,847.558023,0.025282,0.027851,4.610923,0.010063,0.007475439086196755,RVTVTASL,63,69,6.0,0.9342421423788483,26,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,10.020000000000001,1.233494,11.0,5.099171,0.025247,0.0,0.0,0.24190088937986196,Accession,,,1521.7519,1523.953064,0.022672,0.022918,5.722816,0.003713,0.0046513028333424146,GAYCPNILFPAARE,101.0,113.0,10.0,2.4190088937986194,36.0 +152,61,69,68,xxTVTASL,SecB WT apo,30.0,1.064051,7,3.776811,0.029739,0,0,0.28173265752509197,Accession,,,846.5043,848.033998,0.051742,0.053045,4.610487,0.007972,0.014219035797009658,RVTVTASL,63,69,6.0,1.6903959451505517,26,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,30.0,2.788665,5.0,2.709472,0.019689,0.0,0.0,1.0292282038714555,Accession,,,774.4145,777.590331,0.008782,0.01428,5.491248,0.008892,0.009149556867131611,NLAPVNF,129.0,134.0,4.0,4.116912815485822,46.0 +215,61,69,68,xxTVTASL,SecB WT apo,60.0,1.477353,7,3.776811,0.029739,0,0,0.3911641329153087,Accession,,,846.5043,848.4473,0.03043,0.032595,4.617017,0.011227,0.009163451032577893,RVTVTASL,63,69,6.0,2.346984797491852,26,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,300.0,4.541642,13.0,6.3179,0.036001,0.0,0.0,0.7188530999224426,Accession,,,1800.8915,1806.414117,0.04941,0.0505,4.959151,0.012972,0.008981623494929912,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,8.626237199069312,3.0 +278,61,69,68,xxTVTASL,SecB WT apo,300.0,1.776428,7,3.776811,0.029739,0,0,0.47035130961014465,Accession,,,846.5043,848.746375,0.004775,0.01262,4.607875,0.004035,0.0049881718229791185,RVTVTASL,63,69,6.0,2.822107857660868,26,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,600.0,8.212544,15.0,8.993855,0.080943,0.0,0.0,0.9131283526363277,Accession,,,2233.14,2242.690432,0.099259,0.102365,5.02829,0.010021,0.014038426944675709,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,12.783796936908589,13.0 +341,61,69,68,xxTVTASL,SecB WT apo,600.0,1.836983,7,3.776811,0.029739,0,0,0.4863846774434834,Accession,,,846.5043,848.806929,0.005767,0.013028,4.618036,0.007269,0.0051542748353403086,RVTVTASL,63,69,6.0,2.9183080646609003,26,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,6000.00048,3.507286,7.0,3.776811,0.029739,0.0,0.0,0.928636884397975,Accession,,,846.5043,850.462452,0.004315,0.019123,4.623359,0.006072,0.008894081335994508,RVTVTASL,63.0,69.0,6.0,5.57182130638785,23.0 +404,61,69,68,xxTVTASL,SecB WT apo,6000.00048,2.337007,7,3.776811,0.029739,0,0,0.6187778525322024,Accession,,,846.5043,849.306954,0.020296,0.023418,4.62259,0.003077,0.007885767353249685,RVTVTASL,63,69,6.0,3.7126671151932147,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +27,61,72,71,xxTVTASLGEE,SecB WT apo,0.0,0.0,10,5.341473,0.037389,0,0,0.0,Accession,,,1161.611,1162.194518,0.018638,0.0,4.456524,0.006027,0.0,RVTVTASLGEE,63,72,9.0,0.0,27,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,0.0,0.0,11.0,5.919469,0.103664,0.0,0.0,0.0,Accession,,,1237.6311,1238.307232,0.004706,0.0,5.936013,0.008034,0.0,VTASLGEETAFL,66.0,76.0,10.0,0.0,27.0 +90,61,72,71,xxTVTASLGEE,SecB WT apo,10.020000000000001,1.959602,10,5.341473,0.037389,0,0,0.3668654695062579,Accession,,,1161.611,1164.15412,0.033789,0.038589,4.459736,0.008439,0.007667241043162236,RVTVTASLGEE,63,72,9.0,3.3017892255563215,27,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,10.020000000000001,1.048553,12.0,5.223489,0.096278,0.0,0.0,0.20073805075496476,Accession,,,1624.761,1627.146432,0.026245,0.028839,5.857665,0.003402,0.006646151734613056,GAYCPNILFPAAREC,101.0,114.0,11.0,2.208118558304612,37.0 +153,61,72,71,xxTVTASLGEE,SecB WT apo,30.0,2.396051,10,5.341473,0.037389,0,0,0.4485749530138971,Accession,,,1161.611,1164.590569,0.058988,0.061863,4.459379,0.007265,0.011999723886711862,RVTVTASLGEE,63,72,9.0,4.037174577125074,27,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,30.0,9.48155,18.0,9.445908,0.065306,0.0,0.0,1.0037732740992185,Accession,,,2195.9298,2206.743701,0.056221,0.057079,4.996644,0.004153,0.009201895723395508,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.064145659686712,47.0 +216,61,72,71,xxTVTASLGEE,SecB WT apo,60.0,2.99907,10,5.341473,0.037389,0,0,0.561468718460245,Accession,,,1161.611,1165.193588,0.077624,0.07983,4.461314,0.009722,0.015453429571398877,RVTVTASLGEE,63,72,9.0,5.053218466142205,27,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,300.0,5.021697,14.0,6.812215,0.036048,0.0,0.0,0.7371606738777328,Accession,,,1928.9865,1935.144736,0.030958,0.03449,4.631088,0.012872,0.006391395576354009,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,9.583088760410526,4.0 +279,61,72,71,xxTVTASLGEE,SecB WT apo,300.0,3.197991,10,5.341473,0.037389,0,0,0.5987095694389919,Accession,,,1161.611,1165.392509,0.038483,0.042759,4.456982,0.00564,0.009035735838827504,RVTVTASLGEE,63,72,9.0,5.388386124950927,27,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,600.0,3.830065,9.0,4.541007,0.086153,0.0,0.0,0.8434395718835052,Accession,,,1385.706,1390.396595,0.018467,0.022289,4.687205,0.003208,0.01673779542828841,QKDWQPEVKLD,35.0,44.0,8.0,6.747516575068041,14.0 +342,61,72,71,xxTVTASLGEE,SecB WT apo,600.0,3.237018,10,5.341473,0.037389,0,0,0.6060159809850204,Accession,,,1161.611,1165.431536,0.031137,0.036289,4.468596,0.006222,0.008009383612931192,RVTVTASLGEE,63,72,9.0,5.454143828865184,27,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,6000.00048,6.318883,13.0,7.227718,0.036737,0.0,0.0,0.8742569923176304,Accession,,,1480.7642,1487.933006,0.064456,0.073614,5.259236,0.005269,0.011112134927917969,RVTVTASLGEETAF,63.0,75.0,12.0,10.491083907811564,24.0 +405,61,72,71,xxTVTASLGEE,SecB WT apo,6000.00048,3.855276,10,5.341473,0.037389,0,0,0.7217627047819956,Accession,,,1161.611,1166.049794,0.054646,0.057737,4.467194,0.000397,0.01193159424300004,RVTVTASLGEE,63,72,9.0,6.49586434303796,27,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +28,61,75,74,xxTVTASLGEETAF,SecB WT apo,0.0,0.0,13,7.227718,0.036737,0,0,0.0,Accession,,,1480.7642,1481.549605,0.04375,0.0,5.240656,0.004867,0.0,RVTVTASLGEETAF,63,75,12.0,0.0,28,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,0.0,0.0,8.0,4.512616,0.036923,0.0,0.0,0.0,Accession,,,924.4309,924.94636,0.02928,0.0,5.282049,0.008984,0.0,ASLGEETAF,68.0,75.0,7.0,0.0,28.0 +91,61,75,74,xxTVTASLGEETAF,SecB WT apo,10.020000000000001,2.568924,13,7.227718,0.036737,0,0,0.3554267059118798,Accession,,,1480.7642,1484.118528,0.1324,0.139441,5.250404,0.010818,0.019376933576420695,RVTVTASLGEETAF,63,75,12.0,4.265120470942557,28,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,10.020000000000001,0.133646,5.0,1.880751,0.035057,0.0,0.0,0.07105991170548359,Accession,,,869.4226,870.146654,0.001867,0.013965,6.432921,0.009821,0.007542440068950751,YCPNILF,104.0,108.0,4.0,0.28423964682193437,38.0 +154,61,75,74,xxTVTASLGEETAF,SecB WT apo,30.0,3.203035,13,7.227718,0.036737,0,0,0.44315992959326855,Accession,,,1480.7642,1484.75264,0.021999,0.048969,5.244905,0.006937,0.007139790477143331,RVTVTASLGEETAF,63,75,12.0,5.317919155119222,28,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,30.0,8.042048,13.0,7.945226,0.075043,0.0,0.0,1.0121861857674028,Accession,,,1597.6799,1606.681284,0.040609,0.040856,4.733813,0.005079,0.010855349375444053,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.146234229208833,48.0 +217,61,75,74,xxTVTASLGEETAF,SecB WT apo,60.0,3.628008,13,7.227718,0.036737,0,0,0.5019576026624171,Accession,,,1480.7642,1485.177613,0.118346,0.126174,5.249892,0.01527,0.017642417663953348,RVTVTASLGEETAF,63,75,12.0,6.023491231949005,28,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,300.0,3.690748,9.0,4.61559,0.003636,0.0,0.0,0.7996264832881603,Accession,,,1328.6634,1333.109516,0.010917,0.01456,5.498262,0.015238,0.003216804694101966,ISFEAPNAPHVF,23.0,33.0,8.0,6.397011866305283,5.0 +280,61,75,74,xxTVTASLGEETAF,SecB WT apo,300.0,3.972681,13,7.227718,0.036737,0,0,0.549645268395917,Accession,,,1480.7642,1485.522285,0.025372,0.050574,5.239583,0.002607,0.00753433239776091,RVTVTASLGEETAF,63,75,12.0,6.595743220751004,28,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,600.0,2.477038,5.0,2.773604,0.024238,0.0,0.0,0.8930755796429481,Accession,,,901.4414,904.399197,0.018624,0.020616,4.509881,0.00312,0.010777632875053003,DWQPEVK,37.0,42.0,4.0,3.5723023185717926,15.0 +343,61,75,74,xxTVTASLGEETAF,SecB WT apo,600.0,4.253985,13,7.227718,0.036737,0,0,0.5885654365596444,Accession,,,1480.7642,1485.803589,0.010188,0.04492,5.251195,0.007226,0.0068974761232049285,RVTVTASLGEETAF,63,75,12.0,7.062785238715733,28,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,6000.00048,6.534417,14.0,7.681216,0.046195,0.0,0.0,0.8507008525733426,Accession,,,1593.8483,1601.255344,0.106428,0.123446,5.720146,0.009178,0.016865846854616878,RVTVTASLGEETAFL,63.0,76.0,13.0,11.059111083453454,25.0 +406,61,75,74,xxTVTASLGEETAF,SecB WT apo,6000.00048,5.20508,13,7.227718,0.036737,0,0,0.7201553796094423,Accession,,,1480.7642,1486.754685,0.042985,0.061333,5.254047,0.004585,0.009241613007183484,RVTVTASLGEETAF,63,75,12.0,8.641864555313308,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +29,61,76,75,xxTVTASLGEETAFL,SecB WT apo,0.0,0.0,14,7.681216,0.046195,0,0,0.0,Accession,,,1593.8483,1594.754368,0.026162,0.0,5.708366,0.009727,0.0,RVTVTASLGEETAFL,63,76,13.0,0.0,29,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,0.0,0.0,9.0,4.82295,0.028983,0.0,0.0,0.0,Accession,,,1037.515,1038.113311,0.022941,0.0,5.898502,0.007399,0.0,ASLGEETAFL,68.0,76.0,8.0,0.0,29.0 +92,61,76,75,xxTVTASLGEETAFL,SecB WT apo,10.020000000000001,2.427884,14,7.681216,0.046195,0,0,0.3160806830585158,Accession,,,1593.8483,1597.182253,0.028011,0.038328,5.713614,0.012706,0.005339656802794577,RVTVTASLGEETAFL,63,76,13.0,4.109048879760705,29,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,10.020000000000001,1.629393,11.0,6.261897,0.065228,0.0,0.0,0.2602075696869495,Accession,,,1390.7511,1393.19596,0.040502,0.042358,5.501969,0.002071,0.007287243916587095,IASMVARGTFPQL,116.0,127.0,10.0,2.602075696869495,39.0 +155,61,76,75,xxTVTASLGEETAFL,SecB WT apo,30.0,2.986513,14,7.681216,0.046195,0,0,0.38880731904948385,Accession,,,1593.8483,1597.740881,0.061384,0.066726,5.707702,0.007447,0.008996108014935743,RVTVTASLGEETAFL,63,76,13.0,5.05449514764329,29,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,30.0,9.230564,17.0,9.473422,0.002415,0.0,0.0,0.9743642793491095,Accession,,,2048.8614,2059.273265,0.03131,0.032315,4.487322,0.005599,0.0034201537212170375,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.589828469585752,49.0 +218,61,76,75,xxTVTASLGEETAFL,SecB WT apo,60.0,3.481813,14,7.681216,0.046195,0,0,0.45328929690299036,Accession,,,1593.8483,1598.236181,0.024065,0.035547,5.710962,0.010948,0.005371028800760179,RVTVTASLGEETAFL,63,76,13.0,5.892760859738875,29,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,300.0,4.413773,10.0,5.560889,0.032429,0.0,0.0,0.7937171556562268,Accession,,,1456.7219,1462.00462,0.019813,0.022806,5.268622,0.016436,0.006184161041774409,ISFEAPNAPHVFQ,23.0,34.0,9.0,7.143454400906041,6.0 +281,61,76,75,xxTVTASLGEETAFL,SecB WT apo,300.0,3.832563,14,7.681216,0.046195,0,0,0.4989526397903665,Accession,,,1593.8483,1598.586932,0.055439,0.061302,5.702765,0.001351,0.008526249150634477,RVTVTASLGEETAFL,63,76,13.0,6.486384317274765,29,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,600.0,3.324001,8.0,3.461806,0.000977,0.0,0.0,0.9601927433253047,Accession,,,1157.6048,1161.563616,0.029365,0.034263,4.102315,0.00316,0.009901144120709669,QPEVKLDLDT,39.0,47.0,8.0,7.6815419466024375,16.0 +344,61,76,75,xxTVTASLGEETAFL,SecB WT apo,600.0,4.121411,14,7.681216,0.046195,0,0,0.5365571024171173,Accession,,,1593.8483,1598.875779,0.060867,0.066251,5.717372,0.011094,0.009208932593196035,RVTVTASLGEETAFL,63,76,13.0,6.975242331422525,29,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,6000.00048,3.057496,6.0,3.273373,0.023509,0.0,0.0,0.9340505955172234,Accession,,,690.4032,693.821561,0.021133,0.031542,4.956211,0.005902,0.011741029294906648,VTVTASL,64.0,69.0,5.0,4.670252977586117,26.0 +407,61,76,75,xxTVTASLGEETAFL,SecB WT apo,6000.00048,5.113932,14,7.681216,0.046195,0,0,0.6657711487347837,Accession,,,1593.8483,1599.868301,0.015127,0.03022,5.714458,0.002869,0.005613396146114407,RVTVTASLGEETAFL,63,76,13.0,8.655024933552188,29,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +30,62,69,68,xxVTASL,SecB WT apo,0.0,0.0,6,3.273373,0.023509,0,0,0.0,Accession,,,690.4032,690.753401,0.008764,0.0,4.931635,0.007075,0.0,VTVTASL,64,69,5.0,0.0,30,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,0.0,0.0,9.0,2.452847,0.025554,0.0,0.0,0.0,Accession,,,1093.5347,1094.221076,0.013355,0.0,5.728561,0.008793,0.0,LCEVQQGGIF,77.0,85.0,8.0,0.0,30.0 +93,62,69,68,xxVTASL,SecB WT apo,10.020000000000001,0.612599,6,3.273373,0.023509,0,0,0.1871461028119924,Accession,,,690.4032,691.366,0.033612,0.034736,4.939721,0.012611,0.010696463990269144,VTVTASL,64,69,5.0,0.935730514059962,30,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,10.020000000000001,5.057727,17.0,10.369175,0.083226,0.0,0.0,0.48776561298271076,Accession,,,2146.1478,2152.546904,0.045211,0.047997,5.995784,0.006729,0.006062404851098697,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,7.804249807723372,40.0 +156,62,69,68,xxVTASL,SecB WT apo,30.0,1.097,6,3.273373,0.023509,0,0,0.3351283217647363,Accession,,,690.4032,691.8504,0.031472,0.03267,4.933825,0.008732,0.01026664220409248,VTVTASL,64,69,5.0,1.6756416088236814,30,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,30.0,8.667923,16.0,8.866259,0.083961,0.0,0.0,0.9776302496915554,Accession,,,1917.8209,1927.560471,0.058198,0.058556,4.255107,0.005089,0.011372162104185818,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.664453745373331,50.0 +219,62,69,68,xxVTASL,SecB WT apo,60.0,1.431379,6,3.273373,0.023509,0,0,0.43727952787537505,Accession,,,690.4032,692.18478,0.015906,0.018161,4.937261,0.01316,0.006375273035915772,VTVTASL,64,69,5.0,2.1863976393768754,30,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,300.0,4.955946,11.0,6.220337,0.064196,0.0,0.0,0.7967327172145175,Accession,,,1584.8169,1590.652594,0.023406,0.02894,4.861651,0.013775,0.009447537524559969,ISFEAPNAPHVFQK,23.0,35.0,10.0,7.9673271721451755,7.0 +282,62,69,68,xxVTASL,SecB WT apo,300.0,1.678634,6,3.273373,0.023509,0,0,0.5128147632426857,Accession,,,690.4032,692.432035,0.033904,0.035019,4.929584,0.002846,0.011314349856351711,VTVTASL,64,69,5.0,2.5640738162134284,30,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,600.0,3.717092,9.0,5.63459,0.03405,0.0,0.0,0.6596916545835633,Accession,,,1062.5313,1066.797389,0.010572,0.012277,5.211716,0.007053,0.004543117929630306,LDLDTASSQL,44.0,52.0,8.0,5.277533236668506,17.0 +345,62,69,68,xxVTASL,SecB WT apo,600.0,1.715831,6,3.273373,0.023509,0,0,0.5241782711594433,Accession,,,690.4032,692.469232,0.022119,0.023792,4.942131,0.007239,0.008185411245257047,VTVTASL,64,69,5.0,2.6208913557972164,30,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,6000.00048,5.440785,11.0,5.919469,0.103664,0.0,0.0,0.9191339628605201,Accession,,,1237.6311,1243.748017,0.072431,0.072583,5.943508,0.007335,0.02023459314135812,VTASLGEETAFL,66.0,76.0,10.0,9.191339628605201,27.0 +408,62,69,68,xxVTASL,SecB WT apo,6000.00048,2.068517,6,3.273373,0.023509,0,0,0.6319221793544457,Accession,,,690.4032,692.821918,0.023284,0.024879,4.942763,0.002542,0.008852308485833751,VTVTASL,64,69,5.0,3.1596108967722287,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +31,64,76,75,xxASLGEETAFL,SecB WT apo,0.0,0.0,11,5.919469,0.103664,0,0,0.0,Accession,,,1237.6311,1238.297721,0.031037,0.0,5.936214,0.011706,0.0,VTASLGEETAFL,66,76,10.0,0.0,31,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,0.0,0.0,8.0,2.245694,0.058034,0.0,0.0,0.0,Accession,,,980.4506,981.025996,0.013438,0.0,5.493834,0.00909,0.0,CEVQQGGIF,78.0,85.0,7.0,0.0,31.0 +94,64,76,75,xxASLGEETAFL,SecB WT apo,10.020000000000001,2.555359,11,5.919469,0.103664,0,0,0.4316872003215153,Accession,,,1237.6311,1240.85308,0.044321,0.054108,5.933431,0.011427,0.011861861866664925,VTASLGEETAFL,66,76,10.0,4.316872003215153,31,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,10.020000000000001,1.833524,9.0,5.327547,0.022525,0.0,0.0,0.34415914115821034,Accession,,,1206.63,1209.207823,0.01653,0.020576,5.374034,0.002008,0.004127210706263463,SMVARGTFPQL,118.0,127.0,8.0,2.7532731292656827,41.0 +157,64,76,75,xxASLGEETAFL,SecB WT apo,30.0,2.9421,11,5.919469,0.103664,0,0,0.4970209321140122,Accession,,,1237.6311,1241.239821,0.052534,0.061017,5.929581,0.009534,0.013491172848984836,VTASLGEETAFL,66,76,10.0,4.970209321140122,31,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,30.0,7.485765,15.0,7.418282,0.029146,0.0,0.0,1.0090968501871458,Accession,,,1803.778,1812.256159,0.039697,0.041683,3.824846,0.005413,0.0068768726807085815,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.12735590262004,51.0 +220,64,76,75,xxASLGEETAFL,SecB WT apo,60.0,3.35551,11,5.919469,0.103664,0,0,0.5668599666625503,Accession,,,1237.6311,1241.653231,0.073917,0.080168,5.934974,0.012111,0.016791736595889877,VTASLGEETAFL,66,76,10.0,5.668599666625504,31,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,300.0,7.406484,17.0,10.033722,0.057622,0.0,0.0,0.7381591796145041,Accession,,,2467.2405,2476.151989,0.031998,0.038902,5.028564,0.013589,0.005744761859527318,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,11.810546873832065,8.0 +283,64,76,75,xxASLGEETAFL,SecB WT apo,300.0,3.608118,11,5.919469,0.103664,0,0,0.6095340646264048,Accession,,,1237.6311,1241.905839,0.047012,0.056333,5.923419,0.002155,0.014300616814633134,VTASLGEETAFL,66,76,10.0,6.095340646264048,31,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,600.0,5.244944,12.0,6.94944,0.074753,0.0,0.0,0.7547290141363909,Accession,,,1363.6223,1369.571277,0.012341,0.017086,5.029031,0.008783,0.008482513261277766,LDLDTASSQLADD,44.0,55.0,11.0,8.3020191555003,18.0 +346,64,76,75,xxASLGEETAFL,SecB WT apo,600.0,3.827471,11,5.919469,0.103664,0,0,0.646590260038527,Accession,,,1237.6311,1242.125192,0.100593,0.105272,5.937995,0.010016,0.02108292107855547,VTASLGEETAFL,66,76,10.0,6.46590260038527,31,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,6000.00048,4.339599,8.0,4.512616,0.036923,0.0,0.0,0.961659268149561,Accession,,,924.4309,929.285959,0.034198,0.04502,5.299625,0.006207,0.012706011817733098,ASLGEETAF,68.0,75.0,7.0,6.731614877046927,28.0 +409,64,76,75,xxASLGEETAFL,SecB WT apo,6000.00048,4.657349,11,5.919469,0.103664,0,0,0.7867849295266179,Accession,,,1237.6311,1242.95507,0.065291,0.072293,5.938012,0.00348,0.01841189118356526,VTASLGEETAFL,66,76,10.0,7.867849295266179,31,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +32,66,75,74,xxLGEETAF,SecB WT apo,0.0,0.0,8,4.512616,0.036923,0,0,0.0,Accession,,,924.4309,924.969276,0.019006,0.0,5.291991,0.011922,0.0,ASLGEETAF,68,75,7.0,0.0,32,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,0.0,0.0,6.0,1.481827,0.023424,0.0,0.0,0.0,Accession,,,748.3988,748.784473,0.009136,0.0,5.388898,0.009697,0.0,VQQGGIF,80.0,85.0,5.0,0.0,32.0 +95,66,75,74,xxLGEETAF,SecB WT apo,10.020000000000001,2.505723,8,4.512616,0.036923,0,0,0.5552706013540705,Accession,,,924.4309,927.475,0.021243,0.028504,5.298938,0.010255,0.007780751601905846,ASLGEETAF,68,75,7.0,3.886894209478493,32,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,10.020000000000001,1.776765,8.0,4.784294,0.031285,0.0,0.0,0.3713745434540603,Accession,,,1119.5979,1122.099679,0.022132,0.02514,5.326252,0.001697,0.005788714074231743,MVARGTFPQL,119.0,127.0,7.0,2.599621804178422,42.0 +158,66,75,74,xxLGEETAF,SecB WT apo,30.0,2.84493,8,4.512616,0.036923,0,0,0.6304391953580806,Accession,,,924.4309,927.814206,0.052246,0.055595,5.293805,0.00883,0.013356225302172273,ASLGEETAF,68,75,7.0,4.413074367506564,32,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,30.0,7.017586,14.0,7.113751,0.03215,0.0,0.0,0.986481815289852,Accession,,,1640.7147,1648.594296,0.030587,0.032411,3.457159,0.005123,0.0063745375928128,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.824263598768077,52.0 +221,66,75,74,xxLGEETAF,SecB WT apo,60.0,3.117615,8,4.512616,0.036923,0,0,0.6908664508568865,Accession,,,924.4309,928.086892,0.034027,0.038975,5.3006,0.010574,0.010322306162009368,ASLGEETAF,68,75,7.0,4.836065155998205,32,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,300.0,8.690718,18.0,10.774211,0.021003,0.0,0.0,0.8066222204113137,Accession,,,2580.3245,2590.602891,0.056307,0.057662,5.321832,0.014752,0.005578065343188851,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,13.712577746992332,9.0 +284,66,75,74,xxLGEETAF,SecB WT apo,300.0,3.355997,8,4.512616,0.036923,0,0,0.7436921289114783,Accession,,,924.4309,928.325273,0.028874,0.034568,5.288507,0.003759,0.00978302879253631,ASLGEETAF,68,75,7.0,5.205844902380348,32,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,600.0,5.73126,14.0,8.416065,0.046315,0.0,0.0,0.6809904628825942,Accession,,,1625.7541,1632.363102,0.029001,0.046532,5.654105,0.004907,0.0066793574160039434,LDLDTASSQLADDVY,44.0,57.0,13.0,8.852876017473726,19.0 +347,66,75,74,xxLGEETAF,SecB WT apo,600.0,3.434533,8,4.512616,0.036923,0,0,0.761095781249723,Accession,,,924.4309,928.403809,0.030546,0.035977,5.302058,0.007228,0.010116425751713645,ASLGEETAF,68,75,7.0,5.327670468748061,32,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,6000.00048,4.657553,9.0,4.82295,0.028983,0.0,0.0,0.9657062586176511,Accession,,,1037.515,1042.770864,0.028208,0.036359,5.905697,0.007416,0.009513731706464853,ASLGEETAFL,68.0,76.0,8.0,7.725650068941209,29.0 +410,66,75,74,xxLGEETAF,SecB WT apo,6000.00048,4.144044,8,4.512616,0.036923,0,0,0.9183240940509895,Accession,,,924.4309,929.11332,0.063138,0.065936,5.302276,0.00296,0.016430271916061875,ASLGEETAF,68,75,7.0,6.428268658356926,32,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +33,66,76,75,xxLGEETAFL,SecB WT apo,0.0,0.0,9,4.82295,0.028983,0,0,0.0,Accession,,,1037.515,1038.170153,0.00597,0.0,5.905762,0.010837,0.0,ASLGEETAFL,68,76,8.0,0.0,33,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,0.0,0.0,8.0,4.718741,0.031945,0.0,0.0,0.0,Accession,,,875.4469,875.903522,0.019962,0.0,4.536653,0.006829,0.0,SIAGIEGTQ,87.0,94.0,7.0,0.0,33.0 +96,66,76,75,xxLGEETAFL,SecB WT apo,10.020000000000001,2.49515,9,4.82295,0.028983,0,0,0.5173493401341503,Accession,,,1037.515,1040.665303,0.022772,0.023542,5.899014,0.011144,0.005787240672182436,ASLGEETAFL,68,76,8.0,4.138794721073203,33,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,10.020000000000001,1.147822,6.0,2.866933,0.018046,0.0,0.0,0.40036582647728425,Accession,,,875.4734,877.117366,0.019744,0.02289,4.107321,0.002195,0.008372425192022968,VARGTFPQ,120.0,126.0,5.0,2.0018291323864212,43.0 +159,66,76,75,xxLGEETAFL,SecB WT apo,30.0,2.7357,9,4.82295,0.028983,0,0,0.5672254533014027,Accession,,,1037.515,1040.905853,0.041942,0.042365,5.897067,0.009713,0.009422235035593992,ASLGEETAFL,68,76,8.0,4.537803626411222,33,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,60.0,3.476958,8.0,5.0734,0.020042,0.0,0.0,0.6853309417747467,Accession,,,1199.6241,1203.878867,0.032912,0.037332,5.521878,0.007885,0.007840625882583663,MTFQIQRIY,11.0,18.0,7.0,4.797316592423227,0.0 +222,66,76,75,xxLGEETAFL,SecB WT apo,60.0,2.959804,9,4.82295,0.028983,0,0,0.6136916202738988,Accession,,,1037.515,1041.129958,0.01136,0.012833,5.902895,0.012169,0.004547600446981816,ASLGEETAFL,68,76,8.0,4.90953296219119,33,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,300.0,3.012865,6.0,2.961946,0.018193,0.0,0.0,1.0171910629025647,Accession,,,981.4789,985.028726,0.016392,0.021016,4.862589,0.013638,0.009454060249215432,EAPNAPHVF,27.0,33.0,5.0,5.085955314512823,10.0 +285,66,76,75,xxLGEETAFL,SecB WT apo,300.0,3.194593,9,4.82295,0.028983,0,0,0.662373236297287,Accession,,,1037.515,1041.364746,0.041903,0.042327,5.890946,0.001535,0.009636655140211833,ASLGEETAFL,68,76,8.0,5.298985890378296,33,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,600.0,5.864894,15.0,8.797349,0.026752,0.0,0.0,0.6666660604234298,Accession,,,1754.7967,1761.641615,0.04907,0.051972,5.597144,0.005828,0.0062458492507967475,LDLDTASSQLADDVYE,44.0,58.0,14.0,9.333324845928017,20.0 +348,66,76,75,xxLGEETAFL,SecB WT apo,600.0,3.328224,9,4.82295,0.028983,0,0,0.6900805523590334,Accession,,,1037.515,1041.498377,0.018604,0.019538,5.905404,0.009034,0.005797267027746627,ASLGEETAFL,68,76,8.0,5.520644418872267,33,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,6000.00048,2.969645,9.0,2.452847,0.025554,0.0,0.0,1.2106931251725035,Accession,,,1093.5347,1097.19072,0.080499,0.0816,5.738393,0.008548,0.03557829341325947,LCEVQQGGIF,77.0,85.0,8.0,9.685545001380028,30.0 +411,66,76,75,xxLGEETAFL,SecB WT apo,6000.00048,3.930713,9,4.82295,0.028983,0,0,0.8150018142423207,Accession,,,1037.515,1042.100866,0.022963,0.023726,5.906348,0.002697,0.006941727883834274,ASLGEETAFL,68,76,8.0,6.520014513938565,33,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +34,75,85,84,xxEVQQGGIF,SecB WT apo,0.0,0.0,9,2.452847,0.025554,0,0,0.0,Accession,,,1093.5347,1094.233897,0.010189,0.0,5.733692,0.011061,0.0,LCEVQQGGIF,77,85,8.0,0.0,34,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,0.0,0.0,6.0,3.27942,0.02358,0.0,0.0,0.0,Accession,,,850.4128,850.962345,0.021516,0.0,5.695944,0.010031,0.0,GAYCPNIL,101.0,107.0,5.0,0.0,34.0 +97,75,85,84,xxEVQQGGIF,SecB WT apo,10.020000000000001,0.206786,9,2.452847,0.025554,0,0,0.08430448372849998,Accession,,,1093.5347,1094.440682,0.021012,0.023352,5.73381,0.012388,0.009560792700702135,LCEVQQGGIF,77,85,8.0,0.6744358698279999,34,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,10.020000000000001,1.852764,7.0,3.886385,0.009917,0.0,0.0,0.476731975859314,Accession,,,988.5574,990.928025,0.025471,0.031957,5.208857,0.001806,0.008312305983511964,VARGTFPQL,120.0,127.0,6.0,2.860391855155884,44.0 +160,75,85,84,xxEVQQGGIF,SecB WT apo,30.0,0.205364,9,2.452847,0.025554,0,0,0.0837247492403725,Accession,,,1093.5347,1094.439261,0.027072,0.028926,5.729263,0.007869,0.011825040809262777,LCEVQQGGIF,77,85,8.0,0.66979799392298,34,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,60.0,2.407461,6.0,3.642506,0.0147,0.0,0.0,0.6609353560433394,Accession,,,967.536,970.466165,0.015722,0.019786,5.146227,0.006042,0.0060515265871750505,FQIQRIY,13.0,18.0,5.0,3.304676780216697,1.0 +223,75,85,84,xxEVQQGGIF,SecB WT apo,60.0,0.197006,9,2.452847,0.025554,0,0,0.08031728028694818,Accession,,,1093.5347,1094.430902,0.017266,0.020049,5.735534,0.01114,0.008216484888887812,LCEVQQGGIF,77,85,8.0,0.6425382422955854,34,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,300.0,4.248083,8.0,4.321766,0.016281,0.0,0.0,0.9829507196826482,Accession,,,1237.6324,1242.586029,0.018601,0.026268,4.063967,0.006089,0.007117233965785428,EAPNAPHVFQK,27.0,35.0,7.0,6.880655037778538,11.0 +286,75,85,84,xxEVQQGGIF,SecB WT apo,300.0,0.230177,9,2.452847,0.025554,0,0,0.09384074913763475,Accession,,,1093.5347,1094.464074,0.012419,0.016064,5.724709,0.001019,0.006621692665700025,LCEVQQGGIF,77,85,8.0,0.750725993101078,34,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,600.0,2.859737,8.0,4.553624,0.020853,0.0,0.0,0.6280134240332534,Accession,,,949.4473,952.793782,0.005115,0.013236,4.822143,0.004704,0.004089001102506556,DLDTASSQL,45.0,52.0,7.0,4.396093968232774,21.0 +349,75,85,84,xxEVQQGGIF,SecB WT apo,600.0,0.298865,9,2.452847,0.025554,0,0,0.12184412643756418,Accession,,,1093.5347,1094.532761,0.02633,0.028233,5.737679,0.008772,0.011580081892079,LCEVQQGGIF,77,85,8.0,0.9747530115005134,34,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,6000.00048,2.722656,8.0,2.245694,0.058034,0.0,0.0,1.2123895775648865,Accession,,,980.4506,983.748652,0.060591,0.062063,5.511573,0.007287,0.0417780333641294,CEVQQGGIF,78.0,85.0,7.0,8.486727042954206,31.0 +412,75,85,84,xxEVQQGGIF,SecB WT apo,6000.00048,0.778771,9,2.452847,0.025554,0,0,0.3174967700798296,Accession,,,1093.5347,1095.012668,0.014059,0.017363,5.737707,0.002436,0.007813394872795473,LCEVQQGGIF,77,85,8.0,2.539974160638637,34,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +35,76,85,84,xxVQQGGIF,SecB WT apo,0.0,0.0,8,2.245694,0.058034,0,0,0.0,Accession,,,980.4506,981.068573,0.003638,0.0,5.505928,0.012573,0.0,CEVQQGGIF,78,85,7.0,0.0,35,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,0.0,0.0,7.0,3.337438,0.025744,0.0,0.0,0.0,Accession,,,997.4812,998.139606,0.022822,0.0,6.384698,0.009706,0.0,GAYCPNILF,101.0,108.0,6.0,0.0,35.0 +98,76,85,84,xxVQQGGIF,SecB WT apo,10.020000000000001,0.220227,8,2.245694,0.058034,0,0,0.09806634385628675,Accession,,,980.4506,981.2888,0.027091,0.027334,5.50864,0.011003,0.012432767693253122,CEVQQGGIF,78,85,7.0,0.6864644069940072,35,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,10.020000000000001,5.703015,13.0,8.257736,0.024315,0.0,0.0,0.6906269466594718,Accession,,,1743.9541,1750.712047,0.024146,0.025209,5.87031,0.005067,0.0036680772097907187,VARGTFPQLNLAPVNF,120.0,134.0,12.0,8.287523359913662,45.0 +161,76,85,84,xxVQQGGIF,SecB WT apo,30.0,0.198458,8,2.245694,0.058034,0,0,0.08837268122905437,Accession,,,980.4506,981.267031,0.017382,0.017759,5.504968,0.008503,0.008231183195522048,CEVQQGGIF,78,85,7.0,0.6186087686033805,35,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,60.0,3.230607,12.0,5.264543,0.061768,0.0,0.0,0.6136538347203166,Accession,,,1672.8329,1677.076644,0.028483,0.034464,5.134156,0.005724,0.009731102912850242,TKDISFEAPNAPHVF,20.0,33.0,11.0,6.750192181923483,2.0 +224,76,85,84,xxVQQGGIF,SecB WT apo,60.0,0.211534,8,2.245694,0.058034,0,0,0.09419538013638547,Accession,,,980.4506,981.280107,0.03485,0.03504,5.512583,0.011892,0.015791933015087363,CEVQQGGIF,78,85,7.0,0.6593676609546982,35,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,300.0,6.868613,14.0,8.2421,0.035257,0.0,0.0,0.8333571541233422,Accession,,,2120.056,2128.199698,0.045843,0.050788,4.603805,0.013559,0.007118884410952662,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,10.833643003603449,12.0 +287,76,85,84,xxVQQGGIF,SecB WT apo,300.0,0.23393,8,2.245694,0.058034,0,0,0.1041682437589449,Accession,,,980.4506,981.302503,0.009161,0.009857,5.501113,0.004389,0.005149025361870958,CEVQQGGIF,78,85,7.0,0.7291777063126144,35,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,600.0,1.985412,6.0,3.201185,0.006567,0.0,0.0,0.6202115779000589,Accession,,,721.3363,723.681705,0.043556,0.046189,4.209094,0.006576,0.01448470706953156,DTASSQL,47.0,52.0,5.0,3.1010578895002943,22.0 +350,76,85,84,xxVQQGGIF,SecB WT apo,600.0,0.291119,8,2.245694,0.058034,0,0,0.12963431349061805,Accession,,,980.4506,981.359692,0.008343,0.009102,5.515502,0.007909,0.005258365283132613,CEVQQGGIF,78,85,7.0,0.9074401944343263,35,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,6000.00048,1.854198,6.0,1.481827,0.023424,0.0,0.0,1.2512918174658716,Accession,,,748.3988,750.638671,0.003243,0.009694,5.407504,0.007121,0.020833572359649697,VQQGGIF,80.0,85.0,5.0,6.2564590873293575,32.0 +413,76,85,84,xxVQQGGIF,SecB WT apo,6000.00048,0.774915,8,2.245694,0.058034,0,0,0.34506704831557644,Accession,,,980.4506,981.843488,0.121699,0.121753,5.513577,0.002135,0.05494465913457017,CEVQQGGIF,78,85,7.0,2.415469338209035,35,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +36,78,85,84,xxQGGIF,SecB WT apo,0.0,0.0,6,1.481827,0.023424,0,0,0.0,Accession,,,748.3988,748.806909,0.014193,0.0,5.400978,0.007308,0.0,VQQGGIF,80,85,5.0,0.0,36,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,0.0,0.0,11.0,5.099171,0.025247,0.0,0.0,0.0,Accession,,,1521.7519,1522.71957,0.00335,0.0,5.719765,0.009554,0.0,GAYCPNILFPAARE,101.0,113.0,10.0,0.0,36.0 +99,78,85,84,xxQGGIF,SecB WT apo,10.020000000000001,0.246831,6,1.481827,0.023424,0,0,0.16657207622752182,Accession,,,748.3988,749.05374,0.020349,0.02481,5.407937,0.009775,0.016948629097690026,VQQGGIF,80,85,5.0,0.8328603811376091,36,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,10.020000000000001,2.781879,5.0,2.709472,0.019689,0.0,0.0,1.026723656860082,Accession,,,774.4145,777.583545,0.006802,0.013156,5.489735,0.002514,0.00890178755762424,NLAPVNF,129.0,134.0,4.0,4.106894627440328,46.0 +162,78,85,84,xxQGGIF,SecB WT apo,30.0,0.247085,6,1.481827,0.023424,0,0,0.16674348625041924,Accession,,,748.3988,749.053994,0.007423,0.016017,5.403757,0.00849,0.011125687813479014,VQQGGIF,80,85,5.0,0.8337174312520962,36,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,60.0,4.057584,13.0,6.3179,0.036001,0.0,0.0,0.6422361860744868,Accession,,,1800.8915,1805.930059,0.081511,0.082176,4.953817,0.002463,0.013511887151808304,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,7.706834232893842,3.0 +225,78,85,84,xxQGGIF,SecB WT apo,60.0,0.252103,6,1.481827,0.023424,0,0,0.17012984646655785,Accession,,,748.3988,749.059012,0.011359,0.018179,5.411002,0.013625,0.012559276679969946,VQQGGIF,80,85,5.0,0.8506492323327892,36,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,300.0,8.06274,15.0,8.993855,0.080943,0.0,0.0,0.8964720912222846,Accession,,,2233.14,2242.540628,0.042785,0.049566,5.041427,0.013143,0.009770675205732438,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,12.550609277111985,13.0 +288,78,85,84,xxQGGIF,SecB WT apo,300.0,0.238117,6,1.481827,0.023424,0,0,0.16069149772544297,Accession,,,748.3988,749.045026,0.012396,0.018844,5.398332,0.004651,0.012967945202209358,VQQGGIF,80,85,5.0,0.8034574886272149,36,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,600.0,2.202269,7.0,3.776811,0.029739,0.0,0.0,0.5831027816853954,Accession,,,846.5043,849.157436,0.032877,0.037788,4.619745,0.002409,0.011008470132326111,RVTVTASL,63.0,69.0,6.0,3.4986166901123728,23.0 +351,78,85,84,xxQGGIF,SecB WT apo,600.0,0.307286,6,1.481827,0.023424,0,0,0.20736968620493484,Accession,,,748.3988,749.114195,0.00755,0.016076,5.41209,0.005881,0.011333185077022407,VQQGGIF,80,85,5.0,1.0368484310246742,36,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,6000.00048,4.5613,8.0,4.718741,0.031945,0.0,0.0,0.96663495623091,Accession,,,875.4469,880.464822,0.013623,0.024168,4.543502,0.004216,0.008309933950204575,SIAGIEGTQ,87.0,94.0,7.0,6.76644469361637,33.0 +414,78,85,84,xxQGGIF,SecB WT apo,6000.00048,0.549687,6,1.481827,0.023424,0,0,0.37095220967089954,Accession,,,748.3988,749.356596,0.001912,0.014321,5.412461,0.002927,0.011304227488656449,VQQGGIF,80,85,5.0,1.8547610483544976,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +37,85,94,93,xxAGIEGTQ,SecB WT apo,0.0,0.0,8,4.718741,0.031945,0,0,0.0,Accession,,,875.4469,875.900913,0.007642,0.0,4.540678,0.007549,0.0,SIAGIEGTQ,87,94,7.0,0.0,37,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,0.0,0.0,12.0,5.223489,0.096278,0.0,0.0,0.0,Accession,,,1624.761,1626.097879,0.011953,0.0,5.854273,0.007071,0.0,GAYCPNILFPAAREC,101.0,114.0,11.0,0.0,37.0 +100,85,94,93,xxAGIEGTQ,SecB WT apo,10.020000000000001,3.471194,8,4.718741,0.031945,0,0,0.7356186745574721,Accession,,,875.4469,879.372107,0.011399,0.013723,4.541664,0.009117,0.005766974288586313,SIAGIEGTQ,87,94,7.0,5.149330721902305,37,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,9.518553,18.0,9.445908,0.065306,0.0,0.0,1.0076906317529242,Accession,,,2195.9298,2206.780704,0.045304,0.046365,5.002314,0.002671,0.008522332557256913,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,17.130740739799712,47.0 +163,85,94,93,xxAGIEGTQ,SecB WT apo,30.0,3.790283,8,4.718741,0.031945,0,0,0.8032403134649688,Accession,,,875.4469,879.691196,0.056331,0.056847,4.539846,0.007409,0.013217466274977168,SIAGIEGTQ,87,94,7.0,5.622682194254782,37,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,60.0,4.569407,14.0,6.812215,0.036048,0.0,0.0,0.670766703634574,Accession,,,1928.9865,1934.692446,0.04175,0.044432,4.62511,0.007523,0.007425665176848061,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,8.719967147249463,4.0 +226,85,94,93,xxAGIEGTQ,SecB WT apo,60.0,4.050528,8,4.718741,0.031945,0,0,0.85839167693247,Accession,,,875.4469,879.95144,0.065367,0.065812,4.543664,0.00983,0.01510915746720219,SIAGIEGTQ,87,94,7.0,6.00874173852729,37,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,300.0,3.738148,9.0,4.541007,0.086153,0.0,0.0,0.8231980263408535,Accession,,,1385.706,1390.304679,0.013328,0.018259,4.698442,0.011592,0.016127196231005836,QKDWQPEVKLD,35.0,44.0,8.0,6.585584210726828,14.0 +289,85,94,93,xxAGIEGTQ,SecB WT apo,300.0,4.361,8,4.718741,0.031945,0,0,0.9241871931517327,Accession,,,875.4469,880.261913,0.03558,0.036391,4.536374,0.004998,0.009930755727923705,SIAGIEGTQ,87,94,7.0,6.469310352062129,37,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,600.0,4.698728,13.0,7.227718,0.036737,0.0,0.0,0.6500984128047054,Accession,,,1480.7642,1486.312851,0.032861,0.048418,5.257246,0.006705,0.007469552274151486,RVTVTASLGEETAF,63.0,75.0,12.0,7.8011809536564645,24.0 +352,85,94,93,xxAGIEGTQ,SecB WT apo,600.0,4.546077,8,4.718741,0.031945,0,0,0.9634088838527057,Accession,,,875.4469,880.446989,0.025712,0.026823,4.548367,0.005692,0.0086515704853404,SIAGIEGTQ,87,94,7.0,6.74386218696894,37,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,6000.00048,3.333045,6.0,3.27942,0.02358,0.0,0.0,1.0163519768739593,Accession,,,850.4128,854.29539,0.010918,0.024127,5.708006,0.008663,0.010369754628821191,GAYCPNIL,101.0,107.0,5.0,5.081759884369797,34.0 +415,85,94,93,xxAGIEGTQ,SecB WT apo,6000.00048,4.732005,8,4.718741,0.031945,0,0,1.0028109192685084,Accession,,,875.4469,880.632918,0.014608,0.016486,4.551498,0.00085,0.007635085912690447,SIAGIEGTQ,87,94,7.0,7.019676434879559,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +38,85,95,94,xxAGIEGTQM,SecB WT apo,0.0,0.0,9,5.768652,0.023558,0,0,0.0,Accession,,,1006.4874,1007.119518,0.022025,0.0,5.072252,0.008331,0.0,SIAGIEGTQM,87,95,8.0,0.0,38,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,0.0,0.0,5.0,1.880751,0.035057,0.0,0.0,0.0,Accession,,,869.4226,870.013007,0.01384,0.0,6.429599,0.009079,0.0,YCPNILF,104.0,108.0,4.0,0.0,38.0 +101,85,95,94,xxAGIEGTQM,SecB WT apo,10.020000000000001,4.386399,9,5.768652,0.023558,0,0,0.7603854418675281,Accession,,,1006.4874,1011.505917,0.045264,0.050338,5.069829,0.010062,0.00926217890390323,SIAGIEGTQM,87,95,8.0,6.083083534940225,38,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,10.020000000000001,7.985907,13.0,7.945226,0.075043,0.0,0.0,1.005120181603393,Accession,,,1597.6799,1606.625142,0.01586,0.016481,4.736944,0.001115,0.009717383296866148,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.061442179240716,48.0 +164,85,95,94,xxAGIEGTQM,SecB WT apo,30.0,4.805422,9,5.768652,0.023558,0,0,0.8330233822390395,Accession,,,1006.4874,1011.92494,0.077368,0.080442,5.06676,0.008077,0.014353639937346237,SIAGIEGTQM,87,95,8.0,6.664187057912316,38,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,60.0,3.26738,9.0,4.61559,0.003636,0.0,0.0,0.7079008317463207,Accession,,,1328.6634,1332.686148,0.035435,0.036722,5.494535,0.008577,0.00797559914404571,ISFEAPNAPHVF,23.0,33.0,8.0,5.663206653970565,5.0 +227,85,95,94,xxAGIEGTQM,SecB WT apo,60.0,4.956929,9,5.768652,0.023558,0,0,0.8592872303616165,Accession,,,1006.4874,1012.076448,0.044605,0.049746,5.073003,0.009464,0.009310155883922911,SIAGIEGTQM,87,95,8.0,6.874297842892932,38,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,300.0,2.326152,5.0,2.773604,0.024238,0.0,0.0,0.838674879326681,Accession,,,901.4414,904.248311,0.014894,0.017321,4.519526,0.013875,0.009628803958145613,DWQPEVK,37.0,42.0,4.0,3.354699517306724,15.0 +290,85,95,94,xxAGIEGTQM,SecB WT apo,300.0,5.626253,9,5.768652,0.023558,0,0,0.9753150302705034,Accession,,,1006.4874,1012.745771,0.009847,0.024126,5.0623,0.001465,0.005775421039409497,SIAGIEGTQM,87,95,8.0,7.802520242164027,38,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,600.0,4.601027,14.0,7.681216,0.046195,0.0,0.0,0.5989972160657896,Accession,,,1593.8483,1599.321955,0.093639,0.112607,5.720269,0.006537,0.01509616453085083,RVTVTASLGEETAFL,63.0,76.0,13.0,7.786963808855265,25.0 +353,85,95,94,xxAGIEGTQM,SecB WT apo,600.0,5.599848,9,5.768652,0.023558,0,0,0.970737704406506,Accession,,,1006.4874,1012.719366,0.101544,0.103906,5.074473,0.006025,0.018443271817286923,SIAGIEGTQM,87,95,8.0,7.765901635252048,38,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,6000.00048,3.841455,7.0,3.337438,0.025744,0.0,0.0,1.1510191350371153,Accession,,,997.4812,1001.981061,0.028408,0.03644,6.396779,0.007292,0.014072835389883931,GAYCPNILF,101.0,108.0,6.0,6.906114810222691,35.0 +416,85,95,94,xxAGIEGTQM,SecB WT apo,6000.00048,5.706026,9,5.768652,0.023558,0,0,0.9891437375664192,Accession,,,1006.4874,1012.825544,0.01789,0.028376,5.074358,0.001995,0.006365046135512538,SIAGIEGTQM,87,95,8.0,7.913149900531353,38,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +39,99,107,106,xxYCpNIL,SecB WT apo,0.0,0.0,6,3.27942,0.02358,0,0,0.0,Accession,,,850.4128,850.922553,0.030256,0.0,5.699317,0.011177,0.0,GAYCPNIL,101,107,5.0,0.0,39,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,0.0,0.0,11.0,6.261897,0.065228,0.0,0.0,0.0,Accession,,,1390.7511,1391.566567,0.012404,0.0,5.49914,0.008594,0.0,IASMVARGTFPQL,116.0,127.0,10.0,0.0,39.0 +102,99,107,106,xxYCpNIL,SecB WT apo,10.020000000000001,0.332853,6,3.27942,0.02358,0,0,0.10149752090308653,Accession,,,850.4128,851.255406,0.021287,0.036994,5.702665,0.012379,0.011304235600954114,GAYCPNIL,101,107,5.0,0.5074876045154326,39,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,9.163066,17.0,9.473422,0.002415,0.0,0.0,0.9672392932564391,Accession,,,2048.8614,2059.205767,0.071835,0.072278,4.490754,0.002809,0.0076335389388488386,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.475828692103025,49.0 +165,99,107,106,xxYCpNIL,SecB WT apo,30.0,0.555587,6,3.27942,0.02358,0,0,0.16941623823724927,Accession,,,850.4128,851.47814,0.018036,0.035224,5.69673,0.008156,0.010809779755003393,GAYCPNIL,101,107,5.0,0.8470811911862464,39,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,60.0,3.93534,10.0,5.560889,0.032429,0.0,0.0,0.7076818113075085,Accession,,,1456.7219,1461.526187,0.043461,0.044904,5.260326,0.006187,0.00906844406862051,ISFEAPNAPHVFQ,23.0,34.0,9.0,6.369136301767576,6.0 +228,99,107,106,xxYCpNIL,SecB WT apo,60.0,0.696547,6,3.27942,0.02358,0,0,0.21239944868299884,Accession,,,850.4128,851.6191,0.028474,0.041547,5.703541,0.012326,0.012760727360233879,GAYCPNIL,101,107,5.0,1.0619972434149942,39,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,300.0,3.209031,8.0,3.461806,0.000977,0.0,0.0,0.9269817546101659,Accession,,,1157.6048,1161.448646,0.026355,0.031721,4.117228,0.009645,0.009166870142261207,QPEVKLDLDT,39.0,47.0,8.0,7.415854036881327,16.0 +291,99,107,106,xxYCpNIL,SecB WT apo,300.0,0.998134,6,3.27942,0.02358,0,0,0.30436296662214657,Accession,,,850.4128,851.920688,0.006377,0.030921,5.692719,0.000276,0.009679444853552262,GAYCPNIL,101,107,5.0,1.5218148331107328,39,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,600.0,2.174087,6.0,3.273373,0.023509,0.0,0.0,0.6641733160260075,Accession,,,690.4032,692.938152,0.024059,0.033572,4.95305,0.004021,0.011311074660229369,VTVTASL,64.0,69.0,5.0,3.3208665801300374,26.0 +354,99,107,106,xxYCpNIL,SecB WT apo,600.0,1.022606,6,3.27942,0.02358,0,0,0.3118252617840959,Accession,,,850.4128,851.945159,0.027948,0.041189,5.708686,0.010156,0.012758398696029622,GAYCPNIL,101,107,5.0,1.5591263089204797,39,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,6000.00048,6.179923,11.0,5.099171,0.025247,0.0,0.0,1.2119466085761783,Accession,,,1521.7519,1528.899493,0.049359,0.049473,5.726907,0.009257,0.01140785030584682,GAYCPNILFPAARE,101.0,113.0,10.0,12.119466085761783,36.0 +417,99,107,106,xxYCpNIL,SecB WT apo,6000.00048,1.930792,6,3.27942,0.02358,0,0,0.588760207597685,Accession,,,850.4128,852.853345,0.009748,0.031788,5.70505,0.002937,0.010577288245932157,GAYCPNIL,101,107,5.0,2.943801037988425,39,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +40,99,108,107,xxYCpNILF,SecB WT apo,0.0,0.0,7,3.337438,0.025744,0,0,0.0,Accession,,,997.4812,998.133744,0.014844,0.0,6.387032,0.011941,0.0,GAYCPNILF,101,108,6.0,0.0,40,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,0.0,0.0,17.0,10.369175,0.083226,0.0,0.0,0.0,Accession,,,2146.1478,2147.489178,0.016115,0.0,5.997727,0.008393,0.0,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,0.0,40.0 +103,99,108,107,xxYCpNILF,SecB WT apo,10.020000000000001,0.330716,7,3.337438,0.025744,0,0,0.0990927771542123,Accession,,,997.4812,998.46446,0.033718,0.036841,6.385149,0.011452,0.01106513965185583,GAYCPNILF,101,108,6.0,0.5945566629252739,40,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,8.631881,16.0,8.866259,0.083961,0.0,0.0,0.9735651755717942,Accession,,,1917.8209,1927.524429,0.098311,0.098523,4.260606,0.003175,0.014438716742947104,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.603477633576913,50.0 +166,99,108,107,xxYCpNILF,SecB WT apo,30.0,0.516249,7,3.337438,0.025744,0,0,0.15468422184921485,Accession,,,997.4812,998.649994,0.011167,0.018575,6.38147,0.00818,0.005692110144121771,GAYCPNILF,101,108,6.0,0.9281053310952891,40,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,60.0,4.539953,11.0,6.220337,0.064196,0.0,0.0,0.7298564370387006,Accession,,,1584.8169,1590.236601,0.034226,0.038225,4.854696,0.005213,0.009721091373548806,ISFEAPNAPHVFQK,23.0,35.0,10.0,7.298564370387006,7.0 +229,99,108,107,xxYCpNILF,SecB WT apo,60.0,0.653354,7,3.337438,0.025744,0,0,0.19576513481299126,Accession,,,997.4812,998.787098,0.005931,0.015985,6.388042,0.011224,0.005022012640079393,GAYCPNILF,101,108,6.0,1.1745908088779475,40,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,300.0,3.436532,9.0,5.63459,0.03405,0.0,0.0,0.6098992118326267,Accession,,,1062.5313,1066.516829,0.050236,0.050622,5.223983,0.014424,0.009710761302631614,LDLDTASSQL,44.0,52.0,8.0,4.879193694661014,17.0 +292,99,108,107,xxYCpNILF,SecB WT apo,300.0,0.995175,7,3.337438,0.025744,0,0,0.29818531460359715,Accession,,,997.4812,999.12892,0.008806,0.017259,6.374323,0.000834,0.005659787294837245,GAYCPNILF,101,108,6.0,1.789111887621583,40,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,600.0,4.303589,11.0,5.919469,0.103664,0.0,0.0,0.7270228123502293,Accession,,,1237.6311,1242.610821,0.02524,0.025675,5.943988,0.007666,0.01345043442458058,VTASLGEETAFL,66.0,76.0,10.0,7.270228123502292,27.0 +355,99,108,107,xxYCpNILF,SecB WT apo,600.0,1.098155,7,3.337438,0.025744,0,0,0.329041318520374,Accession,,,997.4812,999.2319,0.004731,0.01558,6.390045,0.01121,0.005313629470198967,GAYCPNILF,101,108,6.0,1.974247911122244,40,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,6000.00048,6.79002,12.0,5.223489,0.096278,0.0,0.0,1.2999012728848478,Accession,,,1624.761,1632.887898,0.057036,0.058275,5.863025,0.008071,0.026429506621438302,GAYCPNILFPAAREC,101.0,114.0,11.0,14.298914001733326,37.0 +418,99,108,107,xxYCpNILF,SecB WT apo,6000.00048,1.966305,7,3.337438,0.025744,0,0,0.5891660009863854,Accession,,,997.4812,1000.10005,0.014143,0.020503,6.389149,0.003739,0.0076416238441085445,GAYCPNILF,101,108,6.0,3.5349960059183125,40,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +41,99,113,112,xxYCpNILFpYARE,SecB WT apo,0.0,0.0,11,5.099171,0.025247,0,0,0.0,Accession,,,1613.7781,1614.781408,0.033919,0.0,5.984014,0.008958,0.0,GAYCPNILFPYARE,101,113,10.0,0.0,41,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,0.0,0.0,9.0,5.327547,0.022525,0.0,0.0,0.0,Accession,,,1206.63,1207.374299,0.012254,0.0,5.363644,0.008844,0.0,SMVARGTFPQL,118.0,127.0,8.0,0.0,41.0 +104,99,113,112,xxYCpNILFpYARE,SecB WT apo,10.020000000000001,0.411113,11,5.099171,0.025247,0,0,0.08062349742732691,Accession,,,1613.7781,1615.192522,0.029493,0.044948,5.982075,0.010407,0.008823800171303166,GAYCPNILFPYARE,101,113,10.0,0.8062349742732691,41,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,7.460493,15.0,7.418282,0.029146,0.0,0.0,1.0056901314886655,Accession,,,1803.778,1812.230887,0.055673,0.057106,3.832096,0.002619,0.008652866402712291,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,14.079661840841316,51.0 +167,99,113,112,xxYCpNILFpYARE,SecB WT apo,30.0,0.587321,11,5.099171,0.025247,0,0,0.11517970273991596,Accession,,,1613.7781,1615.36873,0.035405,0.04903,5.977272,0.009645,0.009632185017188212,GAYCPNILFPYARE,101,113,10.0,1.1517970273991596,41,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,60.0,6.647763,17.0,10.033722,0.057622,0.0,0.0,0.6625420756126192,Accession,,,2467.2405,2475.393268,0.078326,0.081391,5.020757,0.005666,0.008959768166971515,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,10.600673209801908,8.0 +230,99,113,112,xxYCpNILFpYARE,SecB WT apo,60.0,0.766899,11,5.099171,0.025247,0,0,0.15039679979353507,Accession,,,1613.7781,1615.548308,0.058039,0.067224,5.980991,0.012074,0.013204332831329154,GAYCPNILFPYARE,101,113,10.0,1.5039679979353506,41,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,300.0,4.957632,12.0,6.94944,0.074753,0.0,0.0,0.7133858267716535,Accession,,,1363.6223,1369.283965,0.091715,0.092473,5.040007,0.013148,0.015360639971027611,LDLDTASSQLADD,44.0,55.0,11.0,7.847244094488189,18.0 +293,99,113,112,xxYCpNILFpYARE,SecB WT apo,300.0,1.128477,11,5.099171,0.025247,0,0,0.2213059730689557,Accession,,,1613.7781,1615.909885,0.081756,0.088513,5.973363,0.001324,0.017392860910512727,GAYCPNILFPYARE,101,113,10.0,2.2130597306895567,41,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,600.0,3.695927,8.0,4.512616,0.036923,0.0,0.0,0.8190209404035265,Accession,,,924.4309,928.642287,0.009768,0.030866,5.298644,0.006123,0.009575649972317895,ASLGEETAF,68.0,75.0,7.0,5.733146582824685,28.0 +356,99,113,112,xxYCpNILFpYARE,SecB WT apo,600.0,1.21078,11,5.099171,0.025247,0,0,0.23744643982325753,Accession,,,1613.7781,1615.992188,0.020457,0.03961,5.988351,0.010758,0.00785639008720589,GAYCPNILFPYARE,101,113,10.0,2.3744643982325755,41,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,6000.00048,2.167251,5.0,1.880751,0.035057,0.0,0.0,1.1523327649433657,Accession,,,869.4226,872.180259,0.01905,0.023547,6.442795,0.007063,0.02486188481993193,YCPNILF,104.0,108.0,4.0,4.609331059773463,38.0 +419,99,113,112,xxYCpNILFpYARE,SecB WT apo,6000.00048,2.665602,11,5.099171,0.025247,0,0,0.5227520316537727,Accession,,,1613.7781,1617.44701,0.038564,0.051359,5.983828,0.002289,0.01039926941985504,GAYCPNILFPYARE,101,113,10.0,5.227520316537727,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +42,99,114,113,xxYCpNILFpYAREC,SecB WT apo,0.0,0.0,12,5.223489,0.096278,0,0,0.0,Accession,,,1716.7873,1717.840479,0.065036,0.0,6.113081,0.00972,0.0,GAYCPNILFPYAREC,101,114,11.0,0.0,42,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,0.0,0.0,8.0,4.784294,0.031285,0.0,0.0,0.0,Accession,,,1119.5979,1120.322914,0.011923,0.0,5.318166,0.008159,0.0,MVARGTFPQL,119.0,127.0,7.0,0.0,42.0 +105,99,114,113,xxYCpNILFpYAREC,SecB WT apo,10.020000000000001,0.388624,12,5.223489,0.096278,0,0,0.07439931432802865,Accession,,,1716.7873,1718.229103,0.014471,0.066627,6.112173,0.012173,0.01282877000200915,GAYCPNILFPYAREC,101,114,11.0,0.8183924576083152,42,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,10.020000000000001,7.022481,14.0,7.113751,0.03215,0.0,0.0,0.9871699192170207,Accession,,,1640.7147,1648.599192,0.061463,0.06239,3.464242,0.00217,0.009839877947883198,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.83320894982127,52.0 +168,99,114,113,xxYCpNILFpYAREC,SecB WT apo,30.0,0.47114,12,5.223489,0.096278,0,0,0.09019641852409377,Accession,,,1716.7873,1718.311619,0.070468,0.095893,6.108338,0.004909,0.018433158224204934,GAYCPNILFPYAREC,101,114,11.0,0.9921606037650315,42,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,60.0,7.845219,18.0,10.774211,0.021003,0.0,0.0,0.7281478894371013,Accession,,,2580.3245,2589.757392,0.068358,0.069479,5.316283,0.007468,0.006603010178675963,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,12.378514120430722,9.0 +231,99,114,113,xxYCpNILFpYAREC,SecB WT apo,60.0,0.656607,12,5.223489,0.096278,0,0,0.1257027630382681,Accession,,,1716.7873,1718.497086,0.05163,0.083038,6.111782,0.010779,0.016064990520219292,GAYCPNILFPYAREC,101,114,11.0,1.3827303934209492,42,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,300.0,5.418593,14.0,8.416065,0.046315,0.0,0.0,0.643839252667369,Accession,,,1625.7541,1632.050435,0.041469,0.055171,5.664441,0.01412,0.007451692434450311,LDLDTASSQLADDVY,44.0,57.0,13.0,8.369910284675797,19.0 +294,99,114,113,xxYCpNILFpYAREC,SecB WT apo,300.0,0.923092,12,5.223489,0.096278,0,0,0.1767194302505471,Accession,,,1716.7873,1718.763571,0.029971,0.07161,6.100486,0.000803,0.014090868708854344,GAYCPNILFPYAREC,101,114,11.0,1.943913732756018,42,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,600.0,3.700888,9.0,4.82295,0.028983,0.0,0.0,0.76734944380514,Accession,,,1037.515,1041.814198,0.004128,0.023309,5.905831,0.006975,0.006679923513153524,ASLGEETAFL,68.0,76.0,8.0,6.13879555044112,29.0 +357,99,114,113,xxYCpNILFpYAREC,SecB WT apo,600.0,0.934286,12,5.223489,0.096278,0,0,0.17886244232542656,Accession,,,1716.7873,1718.774765,0.027074,0.070446,6.116979,0.010202,0.013883486628212337,GAYCPNILFPYAREC,101,114,11.0,1.9674868655796922,42,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,6000.00048,5.294629,11.0,6.261897,0.065228,0.0,0.0,0.8455311545367161,Accession,,,1390.7511,1396.861197,0.078851,0.079821,5.506114,0.007206,0.015493944865262222,IASMVARGTFPQL,116.0,127.0,10.0,8.455311545367161,39.0 +420,99,114,113,xxYCpNILFpYAREC,SecB WT apo,6000.00048,1.960208,12,5.223489,0.096278,0,0,0.3752679483004559,Accession,,,1716.7873,1719.800686,0.103378,0.122134,6.114223,0.002676,0.02438331651688056,GAYCPNILFPYAREC,101,114,11.0,4.127947431305015,42,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +43,101,108,107,xxxNILF,SecB WT apo,0.0,0.0,5,1.880751,0.035057,0,0,0.0,Accession,,,869.4226,870.025604,0.008444,0.0,6.428638,0.010335,0.0,YCPNILF,104,108,4.0,0.0,43,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,0.0,0.0,6.0,2.866933,0.018046,0.0,0.0,0.0,Accession,,,875.4734,875.969543,0.011581,0.0,4.090913,0.010456,0.0,VARGTFPQ,120.0,126.0,5.0,0.0,43.0 +106,101,108,107,xxxNILF,SecB WT apo,10.020000000000001,0.082416,5,1.880751,0.035057,0,0,0.04382079286412715,Accession,,,869.4226,870.10802,0.003041,0.008975,6.426963,0.011327,0.004841431193098424,YCPNILF,104,108,4.0,0.1752831714565086,43,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,30.0,3.148423,8.0,5.0734,0.020042,0.0,0.0,0.6205745653802184,Accession,,,1199.6241,1203.550331,0.019781,0.026491,5.512973,0.008577,0.005768407396420361,MTFQIQRIY,11.0,18.0,7.0,4.344021957661528,0.0 +169,101,108,107,xxxNILF,SecB WT apo,30.0,0.079191,5,1.880751,0.035057,0,0,0.04210605231633533,Accession,,,869.4226,870.104795,0.005186,0.009909,6.423144,0.008016,0.0053267777292638225,YCPNILF,104,108,4.0,0.16842420926534132,43,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,60.0,2.817975,6.0,2.961946,0.018193,0.0,0.0,0.9513931043982571,Accession,,,981.4789,984.833836,0.009414,0.016174,4.856428,0.00604,0.00799792839900318,EAPNAPHVF,27.0,33.0,5.0,4.756965521991285,10.0 +232,101,108,107,xxxNILF,SecB WT apo,60.0,0.097079,5,1.880751,0.035057,0,0,0.051617146554753926,Accession,,,869.4226,870.122683,0.006534,0.010677,6.43107,0.011184,0.005757942116040185,YCPNILF,104,108,4.0,0.2064685862190157,43,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,300.0,5.550497,15.0,8.797349,0.026752,0.0,0.0,0.6309283626237858,Accession,,,1754.7967,1761.327218,0.059999,0.062394,5.607937,0.015669,0.007347288729393858,LDLDTASSQLADDVYE,44.0,58.0,14.0,8.832997076733001,20.0 +295,101,108,107,xxxNILF,SecB WT apo,300.0,0.14145,5,1.880751,0.035057,0,0,0.07520931797989207,Accession,,,869.4226,870.167054,0.012642,0.015203,6.415133,0.001271,0.008204135690457857,YCPNILF,104,108,4.0,0.30083727191956827,43,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,600.0,0.95926,9.0,2.452847,0.025554,0.0,0.0,0.3910802426731059,Accession,,,1093.5347,1095.180335,0.01381,0.019211,5.738497,0.005882,0.008828486541262169,LCEVQQGGIF,77.0,85.0,8.0,3.1286419413848474,30.0 +358,101,108,107,xxxNILF,SecB WT apo,600.0,0.157728,5,1.880751,0.035057,0,0,0.08386437120065336,Accession,,,869.4226,870.183332,0.003843,0.009278,6.431774,0.010191,0.0051748907785410456,YCPNILF,104,108,4.0,0.33545748480261345,43,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,6000.00048,8.51771,17.0,10.369175,0.083226,0.0,0.0,0.8214452933815852,Accession,,,2146.1478,2156.006888,0.120873,0.121943,5.999033,0.00705,0.013482237774121872,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,13.143124694105364,40.0 +421,101,108,107,xxxNILF,SecB WT apo,6000.00048,0.703323,5,1.880751,0.035057,0,0,0.37395859419987015,Accession,,,869.4226,870.728927,0.014618,0.016882,6.431169,0.002964,0.011364890806404593,YCPNILF,104,108,4.0,1.4958343767994806,43,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +44,101,113,112,xxxNILFpYARE,SecB WT apo,0.0,0.0,9,4.069781,0.022773,0,0,0.0,Accession,,,1485.7195,1486.670306,0.009649,0.0,6.004578,0.009729,0.0,YCPNILFPYARE,104,113,8.0,0.0,44,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,0.0,0.0,7.0,3.886385,0.009917,0.0,0.0,0.0,Accession,,,988.5574,989.075261,0.019299,0.0,5.189964,0.009813,0.0,VARGTFPQL,120.0,127.0,6.0,0.0,44.0 +107,101,113,112,xxxNILFpYARE,SecB WT apo,10.020000000000001,0.288947,9,4.069781,0.022773,0,0,0.07099816918895636,Accession,,,1485.7195,1486.959253,0.007476,0.012206,6.002628,0.011095,0.0030253765552078486,YCPNILFPYARE,104,113,8.0,0.5679853535116509,44,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,30.0,2.194407,6.0,3.642506,0.0147,0.0,0.0,0.602444306200182,Accession,,,967.536,970.253111,0.012771,0.017532,5.135921,0.004862,0.005392374122366405,FQIQRIY,13.0,18.0,5.0,3.0122215310009097,1.0 +170,101,113,112,xxxNILFpYARE,SecB WT apo,30.0,0.304729,9,4.069781,0.022773,0,0,0.07487601912731914,Accession,,,1485.7195,1486.975036,0.014645,0.017538,5.999333,0.008757,0.004329642714706814,YCPNILFPYARE,104,113,8.0,0.5990081530185531,44,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,60.0,4.050813,8.0,4.321766,0.016281,0.0,0.0,0.9373050276206532,Accession,,,1237.6324,1242.388758,0.025718,0.031709,4.066545,0.007012,0.008142505406364043,EAPNAPHVFQK,27.0,35.0,7.0,6.5611351933445725,11.0 +233,101,113,112,xxxNILFpYARE,SecB WT apo,60.0,0.30892,9,4.069781,0.022773,0,0,0.07590580426809206,Accession,,,1485.7195,1486.979227,0.012868,0.016084,6.004096,0.011377,0.003974814064929608,YCPNILFPYARE,104,113,8.0,0.6072464341447364,44,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,300.0,2.613848,8.0,4.553624,0.020853,0.0,0.0,0.5740148945103943,Accession,,,949.4473,952.547893,0.005895,0.013557,4.83126,0.014278,0.0039715881610718285,DLDTASSQL,45.0,52.0,7.0,4.01810426157276,21.0 +296,101,113,112,xxxNILFpYARE,SecB WT apo,300.0,0.39769,9,4.069781,0.022773,0,0,0.09771778874588093,Accession,,,1485.7195,1487.067997,0.017356,0.019858,5.992764,0.001837,0.004909919795503435,YCPNILFPYARE,104,113,8.0,0.7817423099670474,44,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,600.0,0.917699,8.0,2.245694,0.058034,0.0,0.0,0.4086482842275039,Accession,,,980.4506,981.943695,0.023211,0.02682,5.511461,0.005397,0.015942223584056243,CEVQQGGIF,78.0,85.0,7.0,2.860537989592527,31.0 +359,101,113,112,xxxNILFpYARE,SecB WT apo,600.0,0.493751,9,4.069781,0.022773,0,0,0.12132127011256871,Accession,,,1485.7195,1487.164057,0.020416,0.022582,6.007914,0.009834,0.005590076206674552,YCPNILFPYARE,104,113,8.0,0.9705701609005497,44,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,6000.00048,5.475051,9.0,5.327547,0.022525,0.0,0.0,1.0276870387065566,Accession,,,1206.63,1212.84935,0.04893,0.050441,5.375302,0.007304,0.010417390904532154,SMVARGTFPQL,118.0,127.0,8.0,8.221496309652453,41.0 +422,101,113,112,xxxNILFpYARE,SecB WT apo,6000.00048,1.571629,9,4.069781,0.022773,0,0,0.3861704106437177,Accession,,,1485.7195,1488.241936,0.024325,0.026169,6.005402,0.001473,0.0067834521802700165,YCPNILFPYARE,104,113,8.0,3.0893632851497417,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +45,114,127,126,xxSMVSRGTFpQL,SecB WT apo,0.0,0.0,11,6.261897,0.065228,0,0,0.0,Accession,,,1436.7566,1437.800961,0.010637,0.0,5.453641,0.008677,0.0,ITSMVSRGTFPQL,116,127,10.0,0.0,45,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,0.0,0.0,13.0,8.257736,0.024315,0.0,0.0,0.0,Accession,,,1743.9541,1745.009032,0.007244,0.0,5.870244,0.00823,0.0,VARGTFPQLNLAPVNF,120.0,134.0,12.0,0.0,45.0 +108,114,127,126,xxSMVSRGTFpQL,SecB WT apo,10.020000000000001,1.383869,11,6.261897,0.065228,0,0,0.22099836519188992,Accession,,,1436.7566,1439.18483,0.060618,0.061544,5.457618,0.009634,0.010094334825476881,ITSMVSRGTFPQL,116,127,10.0,2.209983651918899,45,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,30.0,2.566765,12.0,5.264543,0.061768,0.0,0.0,0.48755703961388486,Accession,,,1672.8329,1676.412802,0.009313,0.021522,5.125878,0.004267,0.007031063733403459,TKDISFEAPNAPHVF,20.0,33.0,11.0,5.363127435752734,2.0 +171,114,127,126,xxSMVSRGTFpQL,SecB WT apo,30.0,1.509128,11,6.261897,0.065228,0,0,0.2410017283899751,Accession,,,1436.7566,1439.310089,0.011036,0.015328,5.453279,0.008894,0.003506292834453767,ITSMVSRGTFPQL,116,127,10.0,2.410017283899751,45,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,60.0,6.376827,14.0,8.2421,0.035257,0.0,0.0,0.7736895936715157,Accession,,,2120.056,2127.707913,0.072255,0.075489,4.598918,0.007554,0.009738572449282142,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,10.057964717729703,12.0 +234,114,127,126,xxSMVSRGTFpQL,SecB WT apo,60.0,1.549264,11,6.261897,0.065228,0,0,0.24741128766570256,Accession,,,1436.7566,1439.350225,0.074141,0.0749,5.458974,0.012299,0.012235726615236609,ITSMVSRGTFPQL,116,127,10.0,2.4741128766570255,45,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,300.0,1.765501,6.0,3.201185,0.006567,0.0,0.0,0.5515148296646398,Accession,,,721.3363,723.461794,0.013413,0.020402,4.220186,0.015203,0.006472909339510744,DTASSQL,47.0,52.0,5.0,2.757574148323199,22.0 +297,114,127,126,xxSMVSRGTFpQL,SecB WT apo,300.0,2.042283,11,6.261897,0.065228,0,0,0.3261444575022553,Accession,,,1436.7566,1439.843244,0.073563,0.074328,5.447831,0.003763,0.012346499635011643,ITSMVSRGTFPQL,116,127,10.0,3.261444575022553,45,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,600.0,0.676144,6.0,1.481827,0.023424,0.0,0.0,0.4562907815824654,Accession,,,748.3988,749.460617,0.031251,0.032559,5.406991,0.006707,0.023125795252825536,VQQGGIF,80.0,85.0,5.0,2.281453907912327,32.0 +360,114,127,126,xxSMVSRGTFpQL,SecB WT apo,600.0,2.512943,11,6.261897,0.065228,0,0,0.40130698412956967,Accession,,,1436.7566,1440.313904,0.042697,0.044002,5.46279,0.007961,0.00817634653731194,ITSMVSRGTFPQL,116,127,10.0,4.013069841295697,45,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,6000.00048,4.551268,8.0,4.784294,0.031285,0.0,0.0,0.9512935450873212,Accession,,,1119.5979,1124.874182,0.012636,0.017373,5.330215,0.006189,0.007202915543404848,MVARGTFPQL,119.0,127.0,7.0,6.659054815611249,42.0 +423,114,127,126,xxSMVSRGTFpQL,SecB WT apo,6000.00048,4.181852,11,6.261897,0.065228,0,0,0.6678251015626734,Accession,,,1436.7566,1441.982813,0.037618,0.039093,5.458117,0.002261,0.009347080613001954,ITSMVSRGTFPQL,116,127,10.0,6.678251015626734,45,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +46,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,0.0,0.0,17,10.369175,0.083226,0,0,0.0,Accession,,,2192.1532,2193.499287,0.012153,0.0,5.967586,0.008792,0.0,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,0.0,46,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,0.0,0.0,5.0,2.709472,0.019689,0.0,0.0,0.0,Accession,,,774.4145,774.801666,0.011261,0.0,5.482912,0.009183,0.0,NLAPVNF,129.0,134.0,4.0,0.0,46.0 +109,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,10.020000000000001,4.183438,17,10.369175,0.083226,0,0,0.4034494547541149,Accession,,,2192.1532,2197.682725,0.039031,0.040879,5.962301,0.010479,0.005101778069225432,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,6.455191276065839,46,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,30.0,3.426827,13.0,6.3179,0.036001,0.0,0.0,0.542399689770335,Accession,,,1800.8915,1805.299301,0.059403,0.060313,4.94444,0.005038,0.010034229755508037,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,6.50879627724402,3.0 +172,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,30.0,4.643844,17,10.369175,0.083226,0,0,0.4478508656667478,Accession,,,2192.1532,2198.143131,0.133458,0.13401,5.958803,0.011004,0.013414460512645623,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,7.165613850667965,46,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,60.0,7.435012,15.0,8.993855,0.080943,0.0,0.0,0.8266768810482269,Accession,,,2233.14,2241.9129,0.048929,0.054956,5.033334,0.004724,0.009627542142676884,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,11.573476334675176,13.0 +235,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,60.0,4.797287,17,10.369175,0.083226,0,0,0.46264886068563793,Accession,,,2192.1532,2198.296574,0.053363,0.05473,5.961176,0.012799,0.006453510734547713,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,7.402381770970207,46,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,300.0,1.977721,7.0,3.776811,0.029739,0.0,0.0,0.5236483901365464,Accession,,,846.5043,848.932887,0.016516,0.024896,4.629619,0.012764,0.0077751638592490945,RVTVTASL,63.0,69.0,6.0,3.1418903408192786,23.0 +298,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,300.0,5.150309,17,10.369175,0.083226,0,0,0.49669419216089994,Accession,,,2192.1532,2198.649596,0.027648,0.030201,5.953067,0.000387,0.004937222227823568,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,7.947107074574399,46,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,600.0,4.649065,8.0,4.718741,0.031945,0.0,0.0,0.9852341970029719,Accession,,,875.4469,880.552586,0.01281,0.023719,4.540886,0.003883,0.008351835945265751,SIAGIEGTQ,87.0,94.0,7.0,6.896639379020803,33.0 +361,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,600.0,5.661273,17,10.369175,0.083226,0,0,0.5459714008105756,Accession,,,2192.1532,2199.16056,0.073318,0.074319,5.968148,0.011132,0.008400786929602251,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,8.73554241296921,46,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,6000.00048,3.495653,6.0,2.866933,0.018046,0.0,0.0,1.2193005556809315,Accession,,,875.4734,879.465196,0.026076,0.028533,4.108567,0.002091,0.012568042605108487,VARGTFPQ,120.0,126.0,5.0,6.096502778404657,43.0 +424,114,134,133,xxSMVSRGTFpQLNLApVNF,SecB WT apo,6000.00048,7.491677,17,10.369175,0.083226,0,0,0.7224949911637136,Accession,,,2192.1532,2200.990964,0.118328,0.11895,5.964279,0.003936,0.012853917645515803,ITSMVSRGTFPQLNLAPVNF,116,134,16.0,11.559919858619418,46,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +47,116,127,126,xxVSRGTFpQL,SecB WT apo,0.0,0.0,9,5.327547,0.022525,0,0,0.0,Accession,,,1222.6249,1223.412876,0.016888,0.0,5.370679,0.013979,0.0,SMVSRGTFPQL,118,127,8.0,0.0,47,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,18.0,9.445908,0.065306,0.0,0.0,0.0,Accession,,,2195.9298,2197.262151,0.009862,0.0,4.994012,0.008488,0.0,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,0.0,47.0 +110,116,127,126,xxVSRGTFpQL,SecB WT apo,10.020000000000001,1.523209,9,5.327547,0.022525,0,0,0.28591188402467405,Accession,,,1222.6249,1224.936085,0.0085,0.018907,5.376767,0.011169,0.0037491442457999167,SMVSRGTFPQL,118,127,8.0,2.2872950721973924,47,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,30.0,3.980239,14.0,6.812215,0.036048,0.0,0.0,0.5842797093162797,Accession,,,1928.9865,1934.103277,0.039376,0.04221,4.616682,0.005151,0.006924774319008842,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,7.595636221111636,4.0 +173,116,127,126,xxVSRGTFpQL,SecB WT apo,30.0,1.749663,9,5.327547,0.022525,0,0,0.32841812564018674,Accession,,,1222.6249,1225.162539,0.022783,0.02836,5.372587,0.00902,0.005501396175836328,SMVSRGTFPQL,118,127,8.0,2.627345005121494,47,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,60.0,3.3672,9.0,4.541007,0.086153,0.0,0.0,0.741509537421986,Accession,,,1385.706,1389.933731,0.025593,0.028474,4.694064,0.007933,0.015402243871596694,QKDWQPEVKLD,35.0,44.0,8.0,5.932076299375888,14.0 +236,116,127,126,xxVSRGTFpQL,SecB WT apo,60.0,1.84738,9,5.327547,0.022525,0,0,0.346759962887235,Accession,,,1222.6249,1225.260256,0.003606,0.017269,5.377611,0.012804,0.0035575979786627862,SMVSRGTFPQL,118,127,8.0,2.77407970309788,47,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,300.0,4.243076,13.0,7.227718,0.036737,0.0,0.0,0.5870561081658139,Accession,,,1480.7642,1485.8572,0.0696,0.078158,5.269738,0.016869,0.011217778684874502,RVTVTASLGEETAF,63.0,75.0,12.0,7.044673297989767,24.0 +299,116,127,126,xxVSRGTFpQL,SecB WT apo,300.0,2.351348,9,5.327547,0.022525,0,0,0.44135659432005014,Accession,,,1222.6249,1225.764224,0.009286,0.019273,5.365241,0.002959,0.0040705434220596115,SMVSRGTFPQL,118,127,8.0,3.530852754560401,47,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,600.0,2.809437,6.0,3.27942,0.02358,0.0,0.0,0.8566871580950289,Accession,,,850.4128,853.771781,0.009799,0.023642,5.707141,0.006801,0.009482412372595925,GAYCPNIL,101.0,107.0,5.0,4.283435790475145,34.0 +362,116,127,126,xxVSRGTFpQL,SecB WT apo,600.0,2.753105,9,5.327547,0.022525,0,0,0.5167678483174339,Accession,,,1222.6249,1226.165982,0.044355,0.047461,5.381367,0.006693,0.009172623556129618,SMVSRGTFPQL,118,127,8.0,4.1341427865394715,47,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,6000.00048,4.18052,7.0,3.886385,0.009917,0.0,0.0,1.0756834436114795,Accession,,,988.5574,993.255781,0.016682,0.02551,5.212518,0.006313,0.007114740279078214,VARGTFPQL,120.0,127.0,6.0,6.4541006616688765,44.0 +425,116,127,126,xxVSRGTFpQL,SecB WT apo,6000.00048,4.570137,9,5.327547,0.022525,0,0,0.8578313809338519,Accession,,,1222.6249,1227.983013,0.015344,0.022818,5.378024,0.002633,0.005612389254585193,SMVSRGTFPQL,118,127,8.0,6.862651047470815,47,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +48,117,127,126,xxSRGTFpQL,SecB WT apo,0.0,0.0,8,4.784294,0.031285,0,0,0.0,Accession,,,1135.5928,1136.313458,0.008507,0.0,5.302281,0.011051,0.0,MVSRGTFPQL,119,127,7.0,0.0,48,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,0.0,0.0,13.0,7.945226,0.075043,0.0,0.0,0.0,Accession,,,1597.6799,1598.639236,0.004482,0.0,4.737464,0.008209,0.0,MNYLQQQAGEGTEE,140.0,152.0,12.0,0.0,48.0 +111,117,127,126,xxSRGTFpQL,SecB WT apo,10.020000000000001,1.547433,8,4.784294,0.031285,0,0,0.323440198282129,Accession,,,1135.5928,1137.860891,0.016724,0.018763,5.311235,0.01171,0.004455749921746452,MVSRGTFPQL,119,127,7.0,2.264081387974903,48,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,30.0,2.798844,9.0,4.61559,0.003636,0.0,0.0,0.6063892156799022,Accession,,,1328.6634,1332.217612,0.018595,0.020943,5.483529,0.008605,0.004562523963469962,ISFEAPNAPHVF,23.0,33.0,8.0,4.851113725439218,5.0 +174,117,127,126,xxSRGTFpQL,SecB WT apo,30.0,1.770479,8,4.784294,0.031285,0,0,0.37006066098780716,Accession,,,1135.5928,1138.083937,0.022857,0.024388,5.304475,0.008961,0.005642728575164287,MVSRGTFPQL,119,127,7.0,2.59042462691465,48,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,60.0,1.969483,5.0,2.773604,0.024238,0.0,0.0,0.7100808190354498,Accession,,,901.4414,903.891642,0.013706,0.016311,4.514095,0.007818,0.008549212728251807,DWQPEVK,37.0,42.0,4.0,2.8403232761417994,15.0 +237,117,127,126,xxSRGTFpQL,SecB WT apo,60.0,1.84982,8,4.784294,0.031285,0,0,0.3866442990334624,Accession,,,1135.5928,1138.163279,0.042509,0.043352,5.311445,0.013264,0.00940743258573374,MVSRGTFPQL,119,127,7.0,2.706510093234237,48,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,300.0,4.171964,14.0,7.681216,0.046195,0.0,0.0,0.5431384822403119,Accession,,,1593.8483,1598.892891,0.041146,0.074867,5.726139,0.015627,0.0102795468368335,RVTVTASLGEETAFL,63.0,76.0,13.0,7.060800269124055,25.0 +300,117,127,126,xxSRGTFpQL,SecB WT apo,300.0,2.292806,8,4.784294,0.031285,0,0,0.47923601685013506,Accession,,,1135.5928,1138.606265,0.021744,0.023349,5.299011,0.003661,0.005799853398745577,MVSRGTFPQL,119,127,7.0,3.3546521179509456,48,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,600.0,3.158261,7.0,3.337438,0.025744,0.0,0.0,0.9463130101592898,Accession,,,997.4812,1001.297866,0.022472,0.032029,6.397075,0.008168,0.012057527139390244,GAYCPNILF,101.0,108.0,6.0,5.677878060955739,35.0 +363,117,127,126,xxSRGTFpQL,SecB WT apo,600.0,2.720491,8,4.784294,0.031285,0,0,0.568629561644832,Accession,,,1135.5928,1139.033949,0.019927,0.021667,5.312047,0.006965,0.0058596745102735695,MVSRGTFPQL,119,127,7.0,3.980406931513824,48,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,6000.00048,7.754741,13.0,8.257736,0.024315,0.0,0.0,0.939088026064287,Accession,,,1743.9541,1752.763773,0.070387,0.070759,5.875567,0.007624,0.00900392420856064,VARGTFPQLNLAPVNF,120.0,134.0,12.0,11.269056312771443,45.0 +426,117,127,126,xxSRGTFpQL,SecB WT apo,6000.00048,4.31645,8,4.784294,0.031285,0,0,0.902212531253305,Accession,,,1135.5928,1140.629908,0.011486,0.014293,5.312387,0.002337,0.006612947445998672,MVSRGTFPQL,119,127,7.0,6.315487718773135,48,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +49,118,126,125,xxRGTFpQ,SecB WT apo,0.0,0.0,6,2.866933,0.018046,0,0,0.0,Accession,,,891.4683,892.055873,0.008274,0.0,4.086703,0.012754,0.0,VSRGTFPQ,120,126,5.0,0.0,49,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,17.0,9.473422,0.002415,0.0,0.0,0.0,Accession,,,2048.8614,2050.042701,0.007994,0.0,4.490222,0.007607,0.0,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,0.0,49.0 +112,118,126,125,xxRGTFpQ,SecB WT apo,10.020000000000001,1.000356,6,2.866933,0.018046,0,0,0.3489289774124474,Accession,,,891.4683,893.056228,0.017536,0.01939,4.104942,0.01393,0.00711101228005108,VSRGTFPQ,120,126,5.0,1.7446448870622369,49,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,30.0,3.465349,10.0,5.560889,0.032429,0.0,0.0,0.6231645695499406,Accession,,,1456.7219,1461.056196,0.022596,0.025261,5.25148,0.007499,0.0058173687199572,ISFEAPNAPHVFQ,23.0,34.0,9.0,5.608481125949465,6.0 +175,118,126,125,xxRGTFpQ,SecB WT apo,30.0,1.090408,6,2.866933,0.018046,0,0,0.3803395475234336,Accession,,,891.4683,893.14628,0.012194,0.014736,4.104652,0.005207,0.005670184475037608,VSRGTFPQ,120,126,5.0,1.9016977376171678,49,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,60.0,2.855183,8.0,3.461806,0.000977,0.0,0.0,0.8247668991272185,Accession,,,1157.6048,1161.094798,0.011801,0.021235,4.111295,0.007444,0.006138496252056717,QPEVKLDLDT,39.0,47.0,8.0,6.598135193017748,16.0 +238,118,126,125,xxRGTFpQ,SecB WT apo,60.0,1.18167,6,2.866933,0.018046,0,0,0.41217217144593193,Accession,,,891.4683,893.237543,0.023803,0.0252,4.117452,0.014168,0.009164773824960632,VSRGTFPQ,120,126,5.0,2.0608608572296596,49,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,300.0,2.011368,6.0,3.273373,0.023509,0.0,0.0,0.6144634296183172,Accession,,,690.4032,692.775434,0.017349,0.029142,4.960855,0.013688,0.0099364721651371,VTVTASL,64.0,69.0,5.0,3.072317148091586,26.0 +301,118,126,125,xxRGTFpQ,SecB WT apo,300.0,1.510418,6,2.866933,0.018046,0,0,0.5268410527905605,Accession,,,891.4683,893.56629,0.01262,0.015091,4.103663,0.003357,0.0062213366204567815,VSRGTFPQ,120,126,5.0,2.6342052639528024,49,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,600.0,4.69227,11.0,5.099171,0.025247,0.0,0.0,0.9202025191938061,Accession,,,1521.7519,1527.411841,0.026202,0.026415,5.727736,0.006975,0.006898776159640071,GAYCPNILFPAARE,101.0,113.0,10.0,9.202025191938061,36.0 +364,118,126,125,xxRGTFpQ,SecB WT apo,600.0,1.782724,6,2.866933,0.018046,0,0,0.6218226934497597,Accession,,,891.4683,893.838597,0.028281,0.029466,4.114652,0.00423,0.01099795012550876,VSRGTFPQ,120,126,5.0,3.1091134672487986,49,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,6000.00048,2.772351,5.0,2.709472,0.019689,0.0,0.0,1.0232071045576407,Accession,,,774.4145,777.574016,0.005834,0.012682,5.496285,0.006924,0.008785948346238368,NLAPVNF,129.0,134.0,4.0,4.092828418230563,46.0 +427,118,126,125,xxRGTFpQ,SecB WT apo,6000.00048,2.846163,6,2.866933,0.018046,0,0,0.9927553242437128,Accession,,,891.4683,894.902035,0.037287,0.038194,4.115173,0.002812,0.014715008791565936,VSRGTFPQ,120,126,5.0,4.963776621218564,49,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +50,118,127,126,xxRGTFpQL,SecB WT apo,0.0,0.0,7,3.886385,0.009917,0,0,0.0,Accession,,,1004.5524,1005.069629,0.008462,0.0,5.189418,0.011628,0.0,VSRGTFPQL,120,127,6.0,0.0,50,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,16.0,8.866259,0.083961,0.0,0.0,0.0,Accession,,,1917.8209,1918.892548,0.006464,0.0,4.260242,0.008125,0.0,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,0.0,50.0 +113,118,127,126,xxRGTFpQL,SecB WT apo,10.020000000000001,1.515538,7,3.886385,0.009917,0,0,0.38996085050760537,Accession,,,1004.5524,1006.585167,0.027651,0.028917,5.198678,0.009844,0.00750683438284959,VSRGTFPQL,120,127,6.0,2.3397651030456323,50,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,30.0,4.044798,11.0,6.220337,0.064196,0.0,0.0,0.6502538367294248,Accession,,,1584.8169,1589.741446,0.019936,0.026214,4.849809,0.002599,0.007924343574093436,ISFEAPNAPHVFQK,23.0,35.0,10.0,6.502538367294248,7.0 +176,118,127,126,xxRGTFpQL,SecB WT apo,30.0,1.723729,7,3.886385,0.009917,0,0,0.44353017006807094,Accession,,,1004.5524,1006.793359,0.025586,0.026949,5.196603,0.008788,0.007025961419780195,VSRGTFPQL,120,127,6.0,2.6611810204084256,50,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,60.0,3.09593,9.0,5.63459,0.03405,0.0,0.0,0.5494508029865527,Accession,,,1062.5313,1066.176227,0.054235,0.054593,5.216576,0.005834,0.010242048932574372,LDLDTASSQL,44.0,52.0,8.0,4.3956064238924215,17.0 +239,118,127,126,xxRGTFpQL,SecB WT apo,60.0,1.823333,7,3.886385,0.009917,0,0,0.4691591285989422,Accession,,,1004.5524,1006.892962,0.00827,0.011833,5.203604,0.01106,0.003271635688259964,VSRGTFPQL,120,127,6.0,2.814954771593653,50,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,300.0,4.014101,11.0,5.919469,0.103664,0.0,0.0,0.6781184258250191,Accession,,,1237.6311,1242.321333,0.069607,0.069765,5.9515,0.014447,0.01673108300018766,VTASLGEETAFL,66.0,76.0,10.0,6.7811842582501916,27.0 +302,118,127,126,xxRGTFpQL,SecB WT apo,300.0,2.210576,7,3.886385,0.009917,0,0,0.5688000545494077,Accession,,,1004.5524,1007.280205,0.038228,0.039153,5.19107,0.004145,0.010178417390695462,VSRGTFPQL,120,127,6.0,3.4128003272964467,50,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,600.0,5.179708,12.0,5.223489,0.096278,0.0,0.0,0.9916184374084065,Accession,,,1624.761,1631.277587,0.046465,0.047978,5.864261,0.007469,0.020455394478980173,GAYCPNILFPAAREC,101.0,114.0,11.0,10.907802811492472,37.0 +365,118,127,126,xxRGTFpQL,SecB WT apo,600.0,2.530454,7,3.886385,0.009917,0,0,0.651107391573403,Accession,,,1004.5524,1007.600084,0.014221,0.016548,5.204578,0.007815,0.004570610457810469,VSRGTFPQL,120,127,6.0,3.906644349440418,50,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,9.305062,18.0,9.445908,0.065306,0.0,0.0,0.9850892047646452,Accession,,,2195.9298,2206.567213,0.048656,0.049645,5.002259,0.006026,0.008602715721281724,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.74651648099897,47.0 +428,118,127,126,xxRGTFpQL,SecB WT apo,6000.00048,3.737299,7,3.886385,0.009917,0,0,0.9616389009323575,Accession,,,1004.5524,1008.806928,0.043533,0.044348,5.204482,0.00315,0.011671973487796493,VSRGTFPQL,120,127,6.0,5.769833405594145,50,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +51,118,129,128,xxRGTFpQLNL,SecB WT apo,0.0,0.0,9,5.261997,0.057452,0,0,0.0,Accession,,,1231.6793,1232.401844,0.057902,0.0,5.527944,0.006686,0.0,VSRGTFPQLNL,120,129,8.0,0.0,51,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,15.0,7.418282,0.029146,0.0,0.0,0.0,Accession,,,1803.778,1804.770393,0.012711,0.0,3.825289,0.00716,0.0,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,0.0,51.0 +114,118,129,128,xxRGTFpQLNL,SecB WT apo,10.020000000000001,2.842809,9,5.261997,0.057452,0,0,0.5402528735763247,Accession,,,1231.6793,1235.244653,0.007879,0.058435,5.527923,0.009807,0.012574464106736778,VSRGTFPQLNL,120,129,8.0,4.322022988610597,51,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,30.0,5.774413,17.0,10.033722,0.057622,0.0,0.0,0.5755005968871771,Accession,,,2467.2405,2474.519918,0.069555,0.072989,5.013088,0.005685,0.007989962694651529,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,9.208009550194834,8.0 +177,118,129,128,xxRGTFpQLNL,SecB WT apo,30.0,3.121441,9,5.261997,0.057452,0,0,0.593204633145933,Accession,,,1231.6793,1235.523284,0.074112,0.094049,5.524751,0.007594,0.019010571174096335,VSRGTFPQLNL,120,129,8.0,4.745637065167464,51,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,60.0,4.574325,12.0,6.94944,0.074753,0.0,0.0,0.6582292961735046,Accession,,,1363.6223,1368.900658,0.050715,0.052074,5.033532,0.004584,0.010309252437862116,LDLDTASSQLADD,44.0,55.0,11.0,7.24052225790855,18.0 +240,118,129,128,xxRGTFpQLNL,SecB WT apo,60.0,3.231707,9,5.261997,0.057452,0,0,0.614159795226033,Accession,,,1231.6793,1235.63355,0.031543,0.065936,5.530151,0.012008,0.014211993237250914,VSRGTFPQLNL,120,129,8.0,4.913278361808264,51,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,300.0,3.508854,8.0,4.512616,0.036923,0.0,0.0,0.7775653855767918,Accession,,,924.4309,928.455214,0.010532,0.031116,5.310432,0.014147,0.009382052098482786,ASLGEETAF,68.0,75.0,7.0,5.442957699037542,28.0 +303,118,129,128,xxRGTFpQLNL,SecB WT apo,300.0,3.583036,9,5.261997,0.057452,0,0,0.6809270320754649,Accession,,,1231.6793,1235.98488,0.03664,0.068521,5.519437,0.003369,0.014994717165334194,VSRGTFPQLNL,120,129,8.0,5.447416256603719,51,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,600.0,1.246326,5.0,1.880751,0.035057,0.0,0.0,0.6626746443309083,Accession,,,869.4226,871.259333,0.002913,0.014143,6.44182,0.008279,0.014461151555769741,YCPNILF,104.0,108.0,4.0,2.650698577323633,38.0 +366,118,129,128,xxRGTFpQLNL,SecB WT apo,600.0,3.847563,9,5.261997,0.057452,0,0,0.7311982503980903,Accession,,,1231.6793,1236.249407,0.077958,0.097108,5.535043,0.010732,0.02010738964326104,VSRGTFPQLNL,120,129,8.0,5.849586003184722,51,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,6000.00048,7.930811,13.0,7.945226,0.075043,0.0,0.0,0.9981857029617535,Accession,,,1597.6799,1606.570046,0.057233,0.057408,4.742026,0.00598,0.011878251405844262,MNYLQQQAGEGTEE,140.0,152.0,12.0,11.978228435541041,48.0 +429,118,129,128,xxRGTFpQLNL,SecB WT apo,6000.00048,5.063366,9,5.261997,0.057452,0,0,0.9622517838759695,Accession,,,1231.6793,1237.465209,0.019766,0.061182,5.532381,0.000978,0.015670657881891155,VSRGTFPQLNL,120,129,8.0,7.698014271007756,51,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +52,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,0.0,0.0,13,8.257736,0.024315,0,0,0.0,Accession,,,1759.949,1761.011454,0.003059,0.0,5.865969,0.011348,0.0,VSRGTFPQLNLAPVNF,120,134,12.0,0.0,52,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,0.0,0.0,14.0,7.113751,0.03215,0.0,0.0,0.0,Accession,,,1640.7147,1641.576711,0.010719,0.0,3.455933,0.003761,0.0,LQQQAGEGTEEHQDA,143.0,156.0,13.0,0.0,52.0 +115,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,10.020000000000001,5.106977,13,8.257736,0.024315,0,0,0.6184475987122863,Accession,,,1759.949,1766.118431,0.046366,0.046467,5.859868,0.011736,0.005914410023331319,VSRGTFPQLNLAPVNF,120,134,12.0,7.421371184547436,52,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,30.0,6.982305,18.0,10.774211,0.021003,0.0,0.0,0.6480571988055552,Accession,,,2580.3245,2588.894478,0.035723,0.037823,5.307579,0.009264,0.0037309038020305,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,11.016972379694439,9.0 +178,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,30.0,5.585119,13,8.257736,0.024315,0,0,0.6763499099511052,Accession,,,1759.949,1766.596573,0.04802,0.048118,5.858159,0.009745,0.0061579481092232735,VSRGTFPQLNLAPVNF,120,134,12.0,8.116198919413263,52,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,60.0,5.004605,14.0,8.416065,0.046315,0.0,0.0,0.5946490432286348,Accession,,,1625.7541,1631.636446,0.04744,0.059789,5.6604,0.006344,0.007821630942826962,LDLDTASSQLADDVY,44.0,57.0,13.0,7.730437561972252,19.0 +241,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,60.0,5.781336,13,8.257736,0.024315,0,0,0.7001115075609101,Accession,,,1759.949,1766.79279,0.046617,0.046718,5.861506,0.013244,0.006021365216699785,VSRGTFPQLNLAPVNF,120,134,12.0,8.40133809073092,52,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,300.0,3.517451,9.0,4.82295,0.028983,0.0,0.0,0.7293152531127215,Accession,,,1037.515,1041.630761,0.013582,0.02666,5.915555,0.015116,0.0070543818214231155,ASLGEETAFL,68.0,76.0,8.0,5.834522024901772,29.0 +304,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,300.0,6.11996,13,8.257736,0.024315,0,0,0.7411183888659071,Accession,,,1759.949,1767.131414,0.039606,0.039724,5.849938,0.002055,0.005282351103220655,VSRGTFPQLNLAPVNF,120,134,12.0,8.893420666390885,52,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,600.0,4.166366,11.0,6.261897,0.065228,0.0,0.0,0.6653520490675588,Accession,,,1390.7511,1395.732933,0.053717,0.05513,5.506715,0.005173,0.01120474490253714,IASMVARGTFPQL,116.0,127.0,10.0,6.6535204906755885,39.0 +367,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,600.0,6.391497,13,8.257736,0.024315,0,0,0.7740011305762258,Accession,,,1759.949,1767.402952,0.081859,0.081916,5.864668,0.009691,0.010178345284430707,VSRGTFPQLNLAPVNF,120,134,12.0,9.28801356691471,52,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,9.080477,17.0,9.473422,0.002415,0.0,0.0,0.9585213241846505,Accession,,,2048.8614,2059.123178,0.031586,0.032582,4.496112,0.005209,0.0034479754473502548,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.336341186954408,49.0 +430,118,134,133,xxRGTFpQLNLApVNF,SecB WT apo,6000.00048,7.602352,13,8.257736,0.024315,0,0,0.9206339364687852,Accession,,,1759.949,1768.613806,0.020445,0.020673,5.863158,0.002888,0.003689972394266175,VSRGTFPQLNLAPVNF,120,134,12.0,11.047607237625423,52,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +53,127,134,133,xxApVNF,SecB WT apo,0.0,0.0,5,2.709472,0.019689,0,0,0.0,Accession,,,774.4145,774.802321,0.017181,0.0,5.490231,0.009406,0.0,NLAPVNF,129,134,4.0,0.0,53,9.0,18.0,17.0,xxFQIQRIY,SecB his dimer apo,10.020000000000001,2.590261,8.0,5.0734,0.020042,0.0,0.0,0.5105572200102495,Accession,,,1199.6241,1202.992169,0.018296,0.025401,5.512056,0.00189,0.005397683240628647,MTFQIQRIY,11.0,18.0,7.0,3.5739005400717465,0.0 +116,127,134,133,xxApVNF,SecB WT apo,10.020000000000001,2.454506,5,2.709472,0.019689,0,0,0.9058982709546362,Accession,,,774.4145,777.256827,0.00609,0.018228,5.491457,0.012291,0.009412448976792496,NLAPVNF,129,134,4.0,3.6235930838185446,53,24.0,33.0,32.0,xxxNApHVF,SecB his dimer apo,30.0,2.378079,6.0,2.961946,0.018193,0.0,0.0,0.8028772300372795,Accession,,,981.4789,984.39394,0.029642,0.032429,4.848829,0.003946,0.012007915426510297,EAPNAPHVF,27.0,33.0,5.0,4.0143861501863976,10.0 +179,127,134,133,xxApVNF,SecB WT apo,30.0,2.668592,5,2.709472,0.019689,0,0,0.9849121895336065,Accession,,,774.4145,777.470913,0.035105,0.039084,5.486562,0.008553,0.016102892465644152,NLAPVNF,129,134,4.0,3.939648758134426,53,42.0,58.0,57.0,xxLDTASSQLADDVYE,SecB his dimer apo,60.0,5.101423,15.0,8.797349,0.026752,0.0,0.0,0.5798818484977689,Accession,,,1754.7967,1760.878145,0.060327,0.06271,5.603714,0.007175,0.007343153973957629,LDLDTASSQLADDVYE,44.0,58.0,14.0,8.118345878968764,20.0 +242,127,134,133,xxApVNF,SecB WT apo,60.0,2.720626,5,2.709472,0.019689,0,0,1.004116669225591,Accession,,,774.4145,777.522947,0.019757,0.026182,5.491567,0.011226,0.01210856057314698,NLAPVNF,129,134,4.0,4.016466676902364,53,75.0,85.0,84.0,xxEVQQGGIF,SecB his dimer apo,300.0,0.712526,9.0,2.452847,0.025554,0.0,0.0,0.29048937826126126,Accession,,,1093.5347,1094.933602,0.030699,0.033478,5.74714,0.014603,0.01398012384769905,LCEVQQGGIF,77.0,85.0,8.0,2.32391502609009,30.0 +305,127,134,133,xxApVNF,SecB WT apo,300.0,2.732169,5,2.709472,0.019689,0,0,1.0083769088589953,Accession,,,774.4145,777.53449,0.018496,0.025245,5.481115,0.003304,0.011853526243279212,NLAPVNF,129,134,4.0,4.033507635435981,53,114.0,134.0,133.0,xxSMVARGTFpQLNLApVNF,SecB his dimer apo,600.0,7.457519,17.0,10.369175,0.083226,0.0,0.0,0.7192008043069964,Accession,,,2146.1478,2154.946697,0.091167,0.09258,5.999662,0.008303,0.010631932931958807,IASMVARGTFPQLNLAPVNF,116.0,134.0,16.0,11.507212868911942,40.0 +368,127,134,133,xxApVNF,SecB WT apo,600.0,2.7229,5,2.709472,0.019689,0,0,1.0049559471365639,Accession,,,774.4145,777.525221,0.024697,0.030085,5.494679,0.006653,0.013289878201554852,NLAPVNF,129,134,4.0,4.0198237885462555,53,139.0,156.0,155.0,xxLQQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,8.457976,16.0,8.866259,0.083961,0.0,0.0,0.953950927894166,Accession,,,1917.8209,1927.350524,0.07605,0.076324,4.264724,0.004865,0.012478412512879261,NYLQQQAGEGTEEHQDA,141.0,156.0,15.0,14.30926391841249,50.0 +431,127,134,133,xxApVNF,SecB WT apo,6000.00048,2.733653,5,2.709472,0.019689,0,0,1.008924617047159,Accession,,,774.4145,777.535974,0.009639,0.0197,5.4944,0.003097,0.010325525409984099,NLAPVNF,129,134,4.0,4.035698468188636,53,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +54,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,0.0,0.0,14,8.347099,0.114195,0,0,0.0,Accession,,,1744.7483,1745.815463,0.022629,0.0,5.30637,0.009548,0.0,FMNYLQQQAGEGTEE,139,152,13.0,0.0,54,11.0,18.0,17.0,xxIQRIY,SecB his dimer apo,10.020000000000001,1.909669,6.0,3.642506,0.0147,0.0,0.0,0.5242733985887738,Accession,,,967.536,969.968374,0.023351,0.026259,5.138654,0.002308,0.007513120915368028,FQIQRIY,13.0,18.0,5.0,2.6213669929438685,1.0 +117,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,10.020000000000001,8.210642,14,8.347099,0.114195,0,0,0.9836521646622377,Accession,,,1744.7483,1754.026105,0.0086,0.024208,5.306373,0.01019,0.013766112517184322,FMNYLQQQAGEGTEE,139,152,13.0,12.78747814060909,54,24.0,35.0,34.0,xxxNApHVFQK,SecB his dimer apo,30.0,3.589783,8.0,4.321766,0.016281,0.0,0.0,0.8306287290889881,Accession,,,1237.6324,1241.927729,0.020753,0.027834,4.052444,0.007796,0.007160352119518361,EAPNAPHVFQK,27.0,35.0,7.0,5.814401103622917,11.0 +180,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,30.0,8.31618,14,8.347099,0.114195,0,0,0.9962958388297538,Accession,,,1744.7483,1754.131643,0.135033,0.136916,5.299233,0.008886,0.021326813193472006,FMNYLQQQAGEGTEE,139,152,13.0,12.951845904786799,54,43.0,52.0,51.0,xxDTASSQL,SecB his dimer apo,60.0,2.273362,8.0,4.553624,0.020853,0.0,0.0,0.4992423616881851,Accession,,,949.4473,952.207407,0.029056,0.031517,4.824815,0.005833,0.0072891232308535114,DLDTASSQL,45.0,52.0,7.0,3.494696531817296,21.0 +243,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,60.0,8.226765,14,8.347099,0.114195,0,0,0.9855837339415766,Accession,,,1744.7483,1754.042228,0.084073,0.087065,5.305216,0.01136,0.017047098913081725,FMNYLQQQAGEGTEE,139,152,13.0,12.812588541240496,54,76.0,85.0,84.0,xxVQQGGIF,SecB his dimer apo,300.0,0.679688,8.0,2.245694,0.058034,0.0,0.0,0.3026627848673951,Accession,,,980.4506,981.705684,0.005094,0.014372,5.521484,0.01549,0.010106116913212256,CEVQQGGIF,78.0,85.0,7.0,2.1186394940717657,31.0 +306,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,300.0,8.300359,14,8.347099,0.114195,0,0,0.9944004497850092,Accession,,,1744.7483,1754.115822,0.042148,0.047838,5.294384,0.003252,0.014762098005385249,FMNYLQQQAGEGTEE,139,152,13.0,12.92720584720512,54,116.0,127.0,126.0,xxVARGTFpQL,SecB his dimer apo,600.0,4.123986,9.0,5.327547,0.022525,0.0,0.0,0.7740872112437488,Accession,,,1206.63,1211.498285,0.027981,0.030546,5.375842,0.007318,0.0066019489336817255,SMVARGTFPQL,118.0,127.0,8.0,6.19269768994999,41.0 +369,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,600.0,8.21744,14,8.347099,0.114195,0,0,0.9844665793469084,Accession,,,1744.7483,1754.032903,0.082885,0.085918,5.306447,0.007209,0.016951222697300244,FMNYLQQQAGEGTEE,139,152,13.0,12.79806553150981,54,140.0,156.0,155.0,xxQQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,7.301958,15.0,7.418282,0.029146,0.0,0.0,0.9843192803940319,Accession,,,1803.778,1812.072351,0.047874,0.049533,3.834821,0.005386,0.007716257691937763,YLQQQAGEGTEEHQDA,142.0,156.0,14.0,13.780469925516448,51.0 +432,137,152,151,xxNYLQQQAGEGTEE,SecB WT apo,6000.00048,8.36239,14,8.347099,0.114195,0,0,1.001831893931053,Accession,,,1744.7483,1754.177853,0.037663,0.043939,5.307309,0.002611,0.014681968751776133,FMNYLQQQAGEGTEE,139,152,13.0,13.023814621103691,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +55,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,0.0,0.0,17,8.626155,0.156008,0,0,0.0,Accession,,,2124.8927,2126.153914,0.039447,0.0,4.996288,0.006732,0.0,FMNYLQQQAGEGTEEHQD,139,155,16.0,0.0,55,18.0,33.0,32.0,xxDISFEApNApHVF,SecB his dimer apo,10.020000000000001,1.90301,12.0,5.264543,0.061768,0.0,0.0,0.36147677015839746,Accession,,,1672.8329,1675.749048,0.043334,0.04748,5.128234,0.001803,0.00996627080566159,TKDISFEAPNAPHVF,20.0,33.0,11.0,3.976244471742372,2.0 +118,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,10.020000000000001,8.776319,17,8.626155,0.156008,0,0,1.0174079876839681,Accession,,,2124.8927,2134.930233,0.160697,0.165468,4.993293,0.01082,0.026580534241384676,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.27852780294349,55,24.0,42.0,41.0,xxxNApHVFQKDWQpEVK,SecB his dimer apo,30.0,5.429866,14.0,8.2421,0.035257,0.0,0.0,0.6587964232416494,Accession,,,2120.056,2126.760951,0.042787,0.048047,4.591731,0.005279,0.006474904391904315,EAPNAPHVFQKDWQPEVK,27.0,42.0,13.0,8.564353502141444,12.0 +181,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,30.0,8.920952,17,8.626155,0.156008,0,0,1.0341747858692545,Accession,,,2124.8927,2135.074866,0.102164,0.109516,4.991807,0.007173,0.022605431081625167,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.546796573908072,55,45.0,52.0,51.0,xxASSQL,SecB his dimer apo,60.0,1.518136,6.0,3.201185,0.006567,0.0,0.0,0.47424188230295966,Accession,,,721.3363,723.214429,0.009316,0.017976,4.211864,0.003438,0.00569907270547799,DTASSQL,47.0,52.0,5.0,2.371209411514798,22.0 +244,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,60.0,8.859927,17,8.626155,0.156008,0,0,1.0271003709068525,Accession,,,2124.8927,2135.013841,0.106327,0.113409,4.994849,0.0107,0.022757390662424017,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.43360593450964,55,78.0,85.0,84.0,xxQGGIF,SecB his dimer apo,300.0,0.50251,6.0,1.481827,0.023424,0.0,0.0,0.33911515986684004,Accession,,,748.3988,749.286983,0.021173,0.02306,5.418316,0.014865,0.01645926787118219,VQQGGIF,80.0,85.0,5.0,1.6955757993342002,32.0 +307,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,300.0,8.473573,17,8.626155,0.156008,0,0,0.9823117020271488,Accession,,,2124.8927,2134.627488,0.032687,0.05123,4.988096,0.003635,0.018731947896246718,FMNYLQQQAGEGTEEHQD,139,155,16.0,15.71698723243438,55,117.0,127.0,126.0,xxARGTFpQL,SecB his dimer apo,600.0,3.987167,8.0,4.784294,0.031285,0.0,0.0,0.8333867024058303,Accession,,,1119.5979,1124.310082,0.016821,0.020618,5.329775,0.007063,0.006947669851284191,MVARGTFPQL,119.0,127.0,7.0,5.833706916840812,42.0 +370,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,600.0,8.77382,17,8.626155,0.156008,0,0,1.017118287348187,Accession,,,2124.8927,2134.927734,0.091263,0.099423,4.998559,0.005024,0.0217076297095953,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.273892597570992,55,141.0,156.0,155.0,xxQQAGEGTEEHQDA,SecB his dimer apo,6000.00048,6.92399,14.0,7.113751,0.03215,0.0,0.0,0.9733247621402549,Accession,,,1640.7147,1648.500701,0.041845,0.043196,3.469153,0.005756,0.0074980914112633655,LQQQAGEGTEEHQDA,143.0,156.0,13.0,12.653221907823314,52.0 +433,137,155,154,xxNYLQQQAGEGTEEHQD,SecB WT apo,6000.00048,9.063166,17,8.626155,0.156008,0,0,1.0506611578391531,Accession,,,2124.8927,2135.21708,0.092512,0.100571,4.999164,0.001701,0.022293339332271116,FMNYLQQQAGEGTEEHQD,139,155,16.0,16.81057852542645,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +56,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,18,9.445908,0.065306,0,0,0.0,Accession,,,2195.9298,2197.254632,0.008295,0.0,5.002566,0.007528,0.0,FMNYLQQQAGEGTEEHQDA,139,156,17.0,0.0,56,18.0,34.0,33.0,xxDISFEApNApHVFQ,SecB his dimer apo,10.020000000000001,2.640899,13.0,6.3179,0.036001,0.0,0.0,0.41800265911141365,Accession,,,1800.8915,1804.513374,0.031359,0.033049,4.949143,0.0035,0.005747768856803126,TKDISFEAPNAPHVFQ,20.0,34.0,12.0,5.016031909336964,3.0 +119,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,9.350346,18,9.445908,0.065306,0,0,0.9898832383292322,Accession,,,2195.9298,2206.604978,0.040643,0.041481,5.003905,0.012907,0.008131504145078279,FMNYLQQQAGEGTEEHQDA,139,156,17.0,16.828015051596946,56,24.0,43.0,42.0,xxxNApHVFQKDWQpEVKL,SecB his dimer apo,30.0,6.713472,15.0,8.993855,0.080943,0.0,0.0,0.7464509934838843,Accession,,,2233.14,2241.19136,0.101299,0.104344,5.02668,0.006039,0.0134063361587104,EAPNAPHVFQKDWQPEVKL,27.0,43.0,14.0,10.45031390877438,13.0 +182,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,30.0,9.431452,18,9.445908,0.065306,0,0,0.9984696018635796,Accession,,,2195.9298,2206.686084,0.12446,0.124737,5.000335,0.007029,0.014900852629061111,FMNYLQQQAGEGTEEHQDA,139,156,17.0,16.973983231680855,56,61.0,69.0,68.0,xxTVTASL,SecB his dimer apo,60.0,1.365183,7.0,3.776811,0.029739,0.0,0.0,0.36146447359955264,Accession,,,846.5043,848.320349,0.045398,0.049072,4.623688,0.00708,0.013301061152326474,RVTVTASL,63.0,69.0,6.0,2.1687868415973157,23.0 +245,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,60.0,9.445162,18,9.445908,0.065306,0,0,0.999921024003198,Accession,,,2195.9298,2206.699794,0.056932,0.057533,5.004496,0.011209,0.00921352873792341,FMNYLQQQAGEGTEEHQDA,139,156,17.0,16.998657408054367,56,85.0,94.0,93.0,xxAGIEGTQ,SecB his dimer apo,300.0,4.636357,8.0,4.718741,0.031945,0.0,0.0,0.9825411057737647,Accession,,,875.4469,880.539878,0.043976,0.048294,4.551191,0.014343,0.012206115077486734,SIAGIEGTQ,87.0,94.0,7.0,6.877787740416354,33.0 +308,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,300.0,9.469909,18,9.445908,0.065306,0,0,1.0025408886048859,Accession,,,2195.9298,2206.724542,0.029179,0.030335,4.997132,0.003468,0.007639082056162737,FMNYLQQQAGEGTEEHQDA,139,156,17.0,17.04319510628306,56,118.0,126.0,125.0,xxRGTFpQ,SecB his dimer apo,600.0,3.084413,6.0,2.866933,0.018046,0.0,0.0,1.0758580685352606,Accession,,,875.4734,879.053956,0.020518,0.023561,4.099621,0.001878,0.010648893586375564,VARGTFPQ,120.0,126.0,5.0,5.379290342676303,43.0 +371,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,600.0,9.380047,18,9.445908,0.065306,0,0,0.9930275628346158,Accession,,,2195.9298,2206.63468,0.064941,0.065469,5.007309,0.005737,0.009755647757373151,FMNYLQQQAGEGTEEHQDA,139,156,17.0,16.881468568188467,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +434,137,156,155,xxNYLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,9.567863,18,9.445908,0.065306,0,0,1.0129108816219679,Accession,,,2195.9298,2206.822495,0.059387,0.059964,5.008865,0.002592,0.009451992816055617,FMNYLQQQAGEGTEEHQDA,139,156,17.0,17.219484987573452,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +57,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,0.0,0.0,13,7.945226,0.075043,0,0,0.0,Accession,,,1597.6799,1598.587585,0.022436,0.0,4.749421,0.007967,0.0,MNYLQQQAGEGTEE,140,152,12.0,0.0,57,18.0,35.0,34.0,xxDISFEApNApHVFQK,SecB his dimer apo,10.020000000000001,3.165901,14.0,6.812215,0.036048,0.0,0.0,0.46473885513008617,Accession,,,1928.9865,1933.28894,0.059851,0.061752,4.620124,0.001952,0.009392559358531822,TKDISFEAPNAPHVFQK,20.0,35.0,13.0,6.04160511669112,4.0 +120,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,10.020000000000001,7.920892,13,7.945226,0.075043,0,0,0.9969372803240588,Accession,,,1597.6799,1606.508477,0.027874,0.035781,4.74694,0.009317,0.010437642040725545,MNYLQQQAGEGTEE,140,152,12.0,11.963247363888705,57,33.0,44.0,43.0,xxDWQpEVKLD,SecB his dimer apo,30.0,3.097785,9.0,4.541007,0.086153,0.0,0.0,0.6821801860248179,Accession,,,1385.706,1389.664316,0.017528,0.021518,4.684426,0.004887,0.013782668687165142,QKDWQPEVKLD,35.0,44.0,8.0,5.457441488198543,14.0 +183,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,30.0,7.957732,13,7.945226,0.075043,0,0,1.001574026969151,Accession,,,1597.6799,1606.545317,0.147639,0.149334,4.744398,0.007592,0.0210418242213791,MNYLQQQAGEGTEE,140,152,12.0,12.018888323629813,57,61.0,75.0,74.0,xxTVTASLGEETAF,SecB his dimer apo,60.0,3.482426,13.0,7.227718,0.036737,0.0,0.0,0.4818154222397719,Accession,,,1480.7642,1485.09655,0.044359,0.056852,5.262732,0.002888,0.008238247725924297,RVTVTASLGEETAF,63.0,75.0,12.0,5.781785066877263,24.0 +246,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,60.0,7.882691,13,7.945226,0.075043,0,0,0.9921292358455254,Accession,,,1597.6799,1606.470276,0.05743,0.061657,4.748784,0.011063,0.012166826805807876,MNYLQQQAGEGTEE,140,152,12.0,11.905550830146304,57,99.0,107.0,106.0,xxYCpNIL,SecB his dimer apo,300.0,2.630851,6.0,3.27942,0.02358,0.0,0.0,0.8022305773581914,Accession,,,850.4128,853.593196,0.026004,0.033751,5.716614,0.014708,0.01179802102331986,GAYCPNIL,101.0,107.0,5.0,4.011152886790957,34.0 +309,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,300.0,7.939539,13,7.945226,0.075043,0,0,0.9992842242624691,Accession,,,1597.6799,1606.527124,0.086421,0.089286,4.739633,0.004904,0.014675383709361306,MNYLQQQAGEGTEE,140,152,12.0,11.991410691149628,57,118.0,127.0,126.0,xxRGTFpQL,SecB his dimer apo,600.0,3.800609,7.0,3.886385,0.009917,0.0,0.0,0.9779291037815347,Accession,,,988.5574,992.87587,0.001707,0.019374,5.210611,0.007256,0.0055747866215560314,VARGTFPQL,120.0,127.0,6.0,5.867574622689208,44.0 +372,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,600.0,7.874928,13,7.945226,0.075043,0,0,0.9911521711276683,Accession,,,1597.6799,1606.462513,0.120672,0.12274,4.750338,0.006805,0.018063395826272095,MNYLQQQAGEGTEE,140,152,12.0,11.89382605353202,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +435,138,152,151,xxYLQQQAGEGTEE,SecB WT apo,6000.00048,7.959433,13,7.945226,0.075043,0,0,1.0017881177955164,Accession,,,1597.6799,1606.547018,0.014326,0.02662,4.752809,0.001736,0.010037609132134681,MNYLQQQAGEGTEE,140,152,12.0,12.021457413546196,57,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +58,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,17,9.473422,0.002415,0,0,0.0,Accession,,,2048.8614,2050.070786,0.006271,0.0,4.50199,0.00713,0.0,MNYLQQQAGEGTEEHQDA,140,156,16.0,0.0,58,21.0,33.0,32.0,xxFEApNApHVF,SecB his dimer apo,10.020000000000001,1.998576,9.0,4.61559,0.003636,0.0,0.0,0.43300553125385915,Accession,,,1328.6634,1331.417344,0.026881,0.028555,5.482699,0.002284,0.006196037849217951,ISFEAPNAPHVF,23.0,33.0,8.0,3.4640442500308732,5.0 +121,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,9.248142,17,9.473422,0.002415,0,0,0.976219786260973,Accession,,,2048.8614,2059.318928,0.049281,0.049678,4.499821,0.012428,0.0052498358251329156,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.619516580175569,58,35.0,42.0,41.0,xxQpEVK,SecB his dimer apo,30.0,1.832991,5.0,2.773604,0.024238,0.0,0.0,0.6608697564612684,Accession,,,901.4414,903.75515,0.005775,0.010561,4.503151,0.005956,0.006917481634283018,DWQPEVK,37.0,42.0,4.0,2.6434790258450738,15.0 +184,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,30.0,9.261285,17,9.473422,0.002415,0,0,0.9776071413265451,Accession,,,2048.8614,2059.332071,0.012174,0.013694,4.493994,0.006996,0.001466843520169163,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.641714261224722,58,61.0,76.0,75.0,xxTVTASLGEETAFL,SecB his dimer apo,60.0,3.362499,14.0,7.681216,0.046195,0.0,0.0,0.4377560792457861,Accession,,,1593.8483,1598.083426,0.016181,0.064606,5.72512,0.007586,0.008813305077712554,RVTVTASLGEETAFL,63.0,76.0,13.0,5.690829030195219,25.0 +247,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,60.0,9.330105,17,9.473422,0.002415,0,0,0.9848716757260471,Accession,,,2048.8614,2059.400891,0.052369,0.052743,4.505449,0.013405,0.005573128869861988,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.757946811616753,58,99.0,108.0,107.0,xxYCpNILF,SecB his dimer apo,300.0,2.907983,7.0,3.337438,0.025744,0.0,0.0,0.871321954145665,Accession,,,997.4812,1001.047588,0.02175,0.031526,6.407952,0.015301,0.011593252687102913,GAYCPNILF,101.0,108.0,6.0,5.22793172487399,35.0 +310,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,300.0,9.382382,17,9.473422,0.002415,0,0,0.9903899562375665,Accession,,,2048.8614,2059.453168,0.044368,0.044809,4.494857,0.003322,0.004736703222019129,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.846239299801065,58,118.0,134.0,133.0,xxRGTFpQLNLApVNF,SecB his dimer apo,600.0,7.421238,13.0,8.257736,0.024315,0.0,0.0,0.8987012905232137,Accession,,,1743.9541,1752.430269,0.00433,0.008439,5.875002,0.008275,0.002836714778197892,VARGTFPQLNLAPVNF,120.0,134.0,12.0,10.784415486278565,45.0 +373,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,600.0,9.301176,17,9.473422,0.002415,0,0,0.9818179745397176,Accession,,,2048.8614,2059.371961,0.096332,0.096536,4.505981,0.006502,0.010193266450232705,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.709087592635482,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +436,138,156,155,xxYLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,9.466468,17,9.473422,0.002415,0,0,0.999265946349693,Accession,,,2048.8614,2059.537254,0.036017,0.036559,4.508276,0.001766,0.0038675106975201786,MNYLQQQAGEGTEEHQDA,140,156,16.0,15.988255141595088,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +59,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,16,8.866259,0.083961,0,0,0.0,Accession,,,1917.8209,1918.795026,0.018064,0.0,4.272022,0.00822,0.0,NYLQQQAGEGTEEHQDA,141,156,15.0,0.0,59,21.0,34.0,33.0,xxFEApNApHVFQ,SecB his dimer apo,10.020000000000001,2.635443,10.0,5.560889,0.032429,0.0,0.0,0.4739247627492654,Accession,,,1456.7219,1460.22629,0.046031,0.047397,5.254191,0.001139,0.008960165862292244,ISFEAPNAPHVFQ,23.0,34.0,9.0,4.265322864743389,6.0 +122,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,8.642402,16,8.866259,0.083961,0,0,0.9747518090775378,Accession,,,1917.8209,1927.437428,0.077018,0.079108,4.271159,0.010796,0.012837954995975212,NYLQQQAGEGTEEHQDA,141,156,15.0,14.621277136163066,59,37.0,47.0,46.0,xxEVKLDLDT,SecB his dimer apo,30.0,2.720936,8.0,3.461806,0.000977,0.0,0.0,0.7859874296826569,Accession,,,1157.6048,1160.960552,0.008083,0.019416,4.098658,0.005581,0.005613018065634918,QPEVKLDLDT,39.0,47.0,8.0,6.287899437461255,16.0 +185,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,30.0,8.689163,16,8.866259,0.083961,0,0,0.9800258485568718,Accession,,,1917.8209,1927.484189,0.195154,0.195989,4.267643,0.007772,0.023974189267080132,NYLQQQAGEGTEEHQDA,141,156,15.0,14.700387728353077,59,62.0,69.0,68.0,xxVTASL,SecB his dimer apo,60.0,1.485798,6.0,3.273373,0.023509,0.0,0.0,0.45390427549808715,Accession,,,690.4032,692.249863,0.031299,0.039089,4.95476,0.004384,0.012378466122614262,VTVTASL,64.0,69.0,5.0,2.269521377490436,26.0 +248,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,60.0,8.660413,16,8.866259,0.083961,0,0,0.9767832182660129,Accession,,,1917.8209,1927.455438,0.081287,0.08327,4.277442,0.009444,0.013182019016449711,NYLQQQAGEGTEEHQDA,141,156,15.0,14.651748273990194,59,99.0,113.0,112.0,xxYCpNILFpAARE,SecB his dimer apo,300.0,4.260994,11.0,5.099171,0.025247,0.0,0.0,0.8356248496079068,Accession,,,1521.7519,1526.980564,0.040125,0.040265,5.735929,0.014756,0.0089146200777252,GAYCPNILFPAARE,101.0,113.0,10.0,8.356248496079068,36.0 +311,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,300.0,8.750773,16,8.866259,0.083961,0,0,0.9869746642862566,Accession,,,1917.8209,1927.545799,0.042305,0.046001,4.264992,0.004394,0.010689873691150908,NYLQQQAGEGTEEHQDA,141,156,15.0,14.804619964293849,59,127.0,134.0,133.0,xxApVNF,SecB his dimer apo,600.0,2.799327,5.0,2.709472,0.019689,0.0,0.0,1.0331632879025876,Accession,,,774.4145,777.600993,0.006027,0.012772,5.495598,0.006081,0.008864877762684327,NLAPVNF,129.0,134.0,4.0,4.13265315161035,46.0 +374,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,600.0,8.610162,16,8.866259,0.083961,0,0,0.9711155516661538,Accession,,,1917.8209,1927.405188,0.125318,0.126613,4.274139,0.005429,0.016985213051350007,NYLQQQAGEGTEEHQDA,141,156,15.0,14.566733274992307,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +437,139,156,155,xxLQQQAGEGTEEHQDA,SecB WT apo,6000.00048,8.888562,16,8.866259,0.083961,0,0,1.0025154915957226,Accession,,,1917.8209,1927.683588,0.053678,0.056636,4.2767,0.00184,0.0114425298891216,NYLQQQAGEGTEEHQDA,141,156,15.0,15.037732373935839,59,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +60,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,15,7.418282,0.029146,0,0,0.0,Accession,,,1803.778,1804.775464,0.016993,0.0,3.833934,0.010584,0.0,YLQQQAGEGTEEHQDA,142,156,14.0,0.0,60,21.0,35.0,34.0,xxFEApNApHVFQK,SecB his dimer apo,10.020000000000001,3.20389,11.0,6.220337,0.064196,0.0,0.0,0.5150669489450491,Accession,,,1584.8169,1588.900539,0.020537,0.026674,4.847721,0.000703,0.006829707409070073,ISFEAPNAPHVFQK,23.0,35.0,10.0,5.150669489450491,7.0 +123,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,7.292953,15,7.418282,0.029146,0,0,0.9831053874738114,Accession,,,1803.778,1812.068416,0.055737,0.05827,3.83373,0.009017,0.008753236250024289,YLQQQAGEGTEEHQDA,142,156,14.0,13.76347542463336,60,42.0,52.0,51.0,xxLDTASSQL,SecB his dimer apo,30.0,3.024226,9.0,5.63459,0.03405,0.0,0.0,0.5367251210824567,Accession,,,1062.5313,1066.104522,0.033797,0.034369,5.208222,0.006077,0.006908372900011365,LDLDTASSQL,44.0,52.0,8.0,4.293800968659654,17.0 +186,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,30.0,7.32872,15,7.418282,0.029146,0,0,0.9879268542231207,Accession,,,1803.778,1812.104184,0.121737,0.122917,3.832639,0.006398,0.017018032514987985,YLQQQAGEGTEEHQDA,142,156,14.0,13.83097595912369,60,64.0,76.0,75.0,xxASLGEETAFL,SecB his dimer apo,60.0,3.414061,11.0,5.919469,0.103664,0.0,0.0,0.576751225489989,Accession,,,1237.6311,1241.721293,0.050466,0.050685,5.948404,0.006859,0.01324125762166352,VTASLGEETAFL,66.0,76.0,10.0,5.7675122548998905,27.0 +249,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,60.0,7.26829,15,7.418282,0.029146,0,0,0.9797807632548885,Accession,,,1803.778,1812.043754,0.039272,0.04279,3.837177,0.010003,0.006934737689457636,YLQQQAGEGTEEHQDA,142,156,14.0,13.716930685568439,60,99.0,114.0,113.0,xxYCpNILFpAAREC,SecB his dimer apo,300.0,4.584237,12.0,5.223489,0.096278,0.0,0.0,0.877619728882362,Accession,,,1624.761,1630.682116,0.029709,0.032023,5.87402,0.01419,0.017298811888593994,GAYCPNILFPAAREC,101.0,114.0,11.0,9.65381701770598,37.0 +312,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,300.0,7.342662,15,7.418282,0.029146,0,0,0.9898062651163706,Accession,,,1803.778,1812.118126,0.033945,0.03796,3.833035,0.005478,0.00642713495891581,YLQQQAGEGTEEHQDA,142,156,14.0,13.857287711629189,60,137.0,156.0,155.0,xxNYLQQQAGEGTEEHQDA,SecB his dimer apo,600.0,9.412004,18.0,9.445908,0.065306,0.0,0.0,0.9964107209174597,Accession,,,2195.9298,2206.674155,0.058365,0.059192,5.002913,0.008441,0.009312597100841548,FMNYLQQQAGEGTEEHQDA,139.0,156.0,17.0,16.938982255596816,47.0 +375,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,600.0,7.21638,15,7.418282,0.029146,0,0,0.9727831861878532,Accession,,,1803.778,1811.991844,0.079525,0.08132,3.83929,0.005313,0.011609286701686749,YLQQQAGEGTEEHQDA,142,156,14.0,13.618964606629945,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +438,140,156,155,xxQQQAGEGTEEHQDA,SecB WT apo,6000.00048,7.382666,15,7.418282,0.029146,0,0,0.9951988883679538,Accession,,,1803.778,1812.15813,0.063684,0.065913,3.841292,0.003363,0.009707506804201004,YLQQQAGEGTEEHQDA,142,156,14.0,13.932784437151353,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +61,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,0.0,0.0,13,6.141628,0.134895,0,0,0.0,Accession,,,1569.6776,1570.469699,0.018235,0.0,3.371753,0.007838,0.0,LQQQAGEGTEEHQD,143,155,12.0,0.0,61,21.0,42.0,41.0,xxFEApNApHVFQKDWQpEVK,SecB his dimer apo,10.020000000000001,4.999026,17.0,10.033722,0.057622,0.0,0.0,0.4982224941053779,Accession,,,2467.2405,2473.744531,0.048668,0.05346,5.019877,0.005603,0.006047681459525283,ISFEAPNAPHVFQKDWQPEVK,23.0,42.0,16.0,7.971559905686046,8.0 +124,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,10.020000000000001,6.088787,13,6.141628,0.134895,0,0,0.9913962551948767,Accession,,,1569.6776,1576.558486,0.228938,0.229663,3.367584,0.008575,0.04327240592888121,LQQQAGEGTEEHQD,143,155,12.0,11.89675506233852,61,42.0,55.0,54.0,xxLDTASSQLADD,SecB his dimer apo,30.0,4.409431,12.0,6.94944,0.074753,0.0,0.0,0.6345016289082285,Accession,,,1363.6223,1368.735764,0.012319,0.01707,5.024053,0.00515,0.007253689296927418,LDLDTASSQLADD,44.0,55.0,11.0,6.979517917990513,18.0 +187,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,30.0,6.057469,13,6.141628,0.134895,0,0,0.9862969557908751,Accession,,,1569.6776,1576.527168,0.035433,0.03985,3.371576,0.007227,0.022613920654919975,LQQQAGEGTEEHQD,143,155,12.0,11.8355634694905,61,66.0,75.0,74.0,xxLGEETAF,SecB his dimer apo,60.0,3.102559,8.0,4.512616,0.036923,0.0,0.0,0.6875300269289476,Accession,,,924.4309,928.048919,0.035058,0.045677,5.303145,0.005427,0.011580257290562987,ASLGEETAF,68.0,75.0,7.0,4.812710188502633,28.0 +250,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,60.0,6.240596,13,6.141628,0.134895,0,0,1.016114294125271,Accession,,,1569.6776,1576.710295,0.04523,0.048767,3.369587,0.012041,0.02368844184713517,LQQQAGEGTEEHQD,143,155,12.0,12.193371529503253,61,101.0,108.0,107.0,xxxNILF,SecB his dimer apo,300.0,0.996342,5.0,1.880751,0.035057,0.0,0.0,0.5297575277110048,Accession,,,869.4226,871.00935,0.031083,0.034025,6.451586,0.014704,0.020610650313167753,YCPNILF,104.0,108.0,4.0,2.1190301108440193,38.0 +313,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,300.0,5.822384,13,6.141628,0.134895,0,0,0.9480196456053671,Accession,,,1569.6776,1576.292083,0.091511,0.09331,3.370008,0.00333,0.0257759307232145,LQQQAGEGTEEHQD,143,155,12.0,11.376235747264406,61,138.0,152.0,151.0,xxYLQQQAGEGTEE,SecB his dimer apo,600.0,8.045843,13.0,7.945226,0.075043,0.0,0.0,1.0126638310854845,Accession,,,1597.6799,1606.685079,0.043317,0.043548,4.738338,0.003695,0.011023803866127526,MNYLQQQAGEGTEE,140.0,152.0,12.0,12.151965973025813,48.0 +376,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,600.0,5.846755,13,6.141628,0.134895,0,0,0.9519878117007412,Accession,,,1569.6776,1576.316454,0.032069,0.036891,3.377674,0.006033,0.021755182582970187,LQQQAGEGTEEHQD,143,155,12.0,11.423853740408894,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +439,141,155,154,xxQQAGEGTEEHQD,SecB WT apo,6000.00048,5.916023,13,6.141628,0.134895,0,0,0.9632662544849672,Accession,,,1569.6776,1576.385722,0.068756,0.071133,3.378041,0.003482,0.024119978689546507,LQQQAGEGTEEHQD,143,155,12.0,11.559195053819606,61,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +62,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,0.0,0.0,14,7.113751,0.03215,0,0,0.0,Accession,,,1640.7147,1641.58148,0.004538,0.0,3.463488,0.00781,0.0,LQQQAGEGTEEHQDA,143,156,13.0,0.0,62,21.0,43.0,42.0,xxFEApNApHVFQKDWQpEVKL,SecB his dimer apo,10.020000000000001,5.990189,18.0,10.774211,0.021003,0.0,0.0,0.5559747252026158,Accession,,,2580.3245,2587.902362,0.057624,0.058948,5.309341,0.001742,0.005577526360530466,ISFEAPNAPHVFQKDWQPEVKL,23.0,43.0,17.0,9.451570328444468,9.0 +125,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,10.020000000000001,6.928303,14,7.113751,0.03215,0,0,0.9739310526893618,Accession,,,1640.7147,1648.509782,0.034078,0.034379,3.462908,0.008822,0.0065367865435158245,LQQQAGEGTEEHQDA,143,156,13.0,12.661103684961702,62,42.0,57.0,56.0,xxLDTASSQLADDVY,SecB his dimer apo,30.0,4.756897,14.0,8.416065,0.046315,0.0,0.0,0.5652162857582493,Accession,,,1625.7541,1631.388739,0.01795,0.040575,5.651652,0.008225,0.005737459194328165,LDLDTASSQLADDVY,44.0,57.0,13.0,7.347811714857241,19.0 +188,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,30.0,6.966859,14,7.113751,0.03215,0,0,0.9793509781267296,Accession,,,1640.7147,1648.548338,0.153534,0.153601,3.46424,0.00676,0.022041101817548276,LQQQAGEGTEEHQDA,143,156,13.0,12.731562715647485,62,66.0,76.0,75.0,xxLGEETAFL,SecB his dimer apo,60.0,3.046539,9.0,4.82295,0.028983,0.0,0.0,0.6316754268653003,Accession,,,1037.515,1041.15985,0.058317,0.062667,5.910941,0.006834,0.013536637127146553,ASLGEETAFL,68.0,76.0,8.0,5.0534034149224025,29.0 +251,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,60.0,6.910376,14,7.113751,0.03215,0,0,0.9714110038431203,Accession,,,1640.7147,1648.491856,0.051102,0.051303,3.465896,0.009322,0.00844299172399377,LQQQAGEGTEEHQDA,143,156,13.0,12.628343049960563,62,114.0,127.0,126.0,xxSMVARGTFpQL,SecB his dimer apo,300.0,3.711723,11.0,6.261897,0.065228,0.0,0.0,0.5927473735195581,Accession,,,1390.7511,1395.27829,0.045726,0.047378,5.515759,0.015884,0.009765719589796372,IASMVARGTFPQL,116.0,127.0,10.0,5.927473735195581,39.0 +314,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,300.0,6.960964,14,7.113751,0.03215,0,0,0.9785223013850217,Accession,,,1640.7147,1648.542443,0.039877,0.040134,3.460678,0.003292,0.007168438408981766,LQQQAGEGTEEHQDA,143,156,13.0,12.720789918005282,62,138.0,156.0,155.0,xxYLQQQAGEGTEEHQDA,SecB his dimer apo,600.0,9.195605,17.0,9.473422,0.002415,0.0,0.0,0.970674060545387,Accession,,,2048.8614,2059.238306,0.021957,0.023367,4.493186,0.002837,0.0024789658496303883,MNYLQQQAGEGTEEHQDA,140.0,156.0,16.0,15.530784968726191,49.0 +377,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,600.0,6.880211,14,7.113751,0.03215,0,0,0.9671706248925497,Accession,,,1640.7147,1648.461691,0.103871,0.10397,3.470521,0.004631,0.015254988157851722,LQQQAGEGTEEHQDA,143,156,13.0,12.573218123603146,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +440,141,156,155,xxQQAGEGTEEHQDA,SecB WT apo,6000.00048,7.052013,14,7.113751,0.03215,0,0,0.9913213155759879,Accession,,,1640.7147,1648.633493,0.059054,0.059228,3.471071,0.003026,0.009454726623218127,LQQQAGEGTEEHQDA,143,156,13.0,12.887177102487843,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,, diff --git a/tests/test_data/output/ecsecb_tetramer_dimer/fit_result.csv b/tests/test_data/output/ecsecb_tetramer_dimer/fit_result.csv new file mode 100644 index 00000000..0ffea519 --- /dev/null +++ b/tests/test_data/output/ecsecb_tetramer_dimer/fit_result.csv @@ -0,0 +1,152 @@ +# PyHDX v0.4.1+101.gdc82a4a.dirty +# 2022/10/12 17:58:51 (1665590331) +# {"r1": 1, "r2": 1, "r2_reference": false, "epochs": 200000, "patience": 100, "stop_loss": 1e-06, "optimizer": "SGD", "lr": 10000.0, "momentum": 0.5, "nesterov": true, "model_name": "DeltaGFit", "total_loss": 0.7120241229178191, "mse_loss": 0.3891798904093136, "reg_loss": 0.3228442325085055, "regularization_percentage": 45.34175488121317, "epochs_run": 200000} +# {"comment": "#", "header": [0, 1], "index_col": 0} +state,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_tetramer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer,SecB_dimer +quantity,sequence,_dG,dG,pfact,k_obs,covariance,sequence,_dG,dG,pfact,k_obs,covariance +r_number,,,,,,,,,,,, +11,F,19965.63705104543,19965.63705104543,2755.0970383497906,0.049676970349975896,1740.3090531545,F,19965.63391769078,19965.63391769078,2755.093613398292,0.049677032082717204,3208.613228151742 +12,Q,19965.6425884183,19965.6425884183,2755.1030910531244,0.07180491094220068,2104.893908712194,Q,19965.64329341,19965.64329341,2755.103861655178,0.07180489086566706,4266.731817101098 +13,I,20113.088231058995,20113.088231058995,2921.078067404406,0.015162045358305926,3371.5814025468085,I,20113.079467702635,20113.079467702635,2921.0679114410827,0.015162098055635771,1935.9719710672136 +14,Q,20113.073670770493,20113.073670770493,2921.061193323302,0.03473443984146202,1618.7578501937683,Q,20113.06806572954,20113.06806572954,2921.054697604675,0.03473451705601521,1830.8445725434058 +15,R,19792.722589721703,19792.722589721703,2572.428065040769,0.1111571934906816,15911.599795542525,R,19792.71154982736,19792.71154982736,2572.416797855195,0.1111576801699976,3019.4099419424024 +16,I,20099.383441171452,20099.383441171452,2905.2384883632876,0.015963141233524318,3444.4524561626845,I,20099.366772712227,20099.366772712227,2905.219275855683,0.015963246763060542,1922.3237122408266 +17,Y,20099.386045036965,20099.386045036965,2905.241489659122,0.0163349536899001,3458.100028814763,Y,20099.378156061604,20099.378156061604,2905.232396591934,0.01633500479896887,1916.1640976542826 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a/tests/test_data/output/ecsecb_tetramer_dimer/fit_result.txt b/tests/test_data/output/ecsecb_tetramer_dimer/fit_result.txt new file mode 100644 index 00000000..3007341e --- /dev/null +++ b/tests/test_data/output/ecsecb_tetramer_dimer/fit_result.txt @@ -0,0 +1,170 @@ +PyHDX v0.4.1+101.gdc82a4a.dirty +2022/10/12 17:58:51 (1665590331) + +Metadata +-------- +r1: 1 +r2: 1 +r2_reference: false +epochs: 200000 +patience: 100 +stop_loss: 1.0e-06 +optimizer: SGD +lr: 10000.0 +momentum: 0.5 +nesterov: true +model_name: DeltaGFit +total_loss: 0.7120241229178191 +mse_loss: 0.3891798904093136 +reg_loss: 0.3228442325085055 +regularization_percentage: 45.34175488121317 +epochs_run: 200000 + +state SecB_tetramer SecB_dimer +quantity sequence _dG dG pfact k_obs covariance sequence _dG dG pfact k_obs covariance +r_number +11 F 19965.637051 19965.637051 2.755097e+03 0.049677 1.740309e+03 F 19965.633918 19965.633918 2.755094e+03 0.049677 3.208613e+03 +12 Q 19965.642588 19965.642588 2.755103e+03 0.071805 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8.538413e+05 0.000108 2.682578e+03 T 32263.408792 32263.408792 3.623085e+05 0.000255 4.678888e+03 +64 V 34424.129668 34424.129668 8.538408e+05 0.000056 2.876192e+03 V 32263.413046 32263.413046 3.623091e+05 0.000131 3.360240e+03 +65 T 34816.845895 34816.845895 9.977990e+05 0.000093 2.915152e+03 T 32263.418990 32263.418990 3.623099e+05 0.000255 2.632382e+03 +66 A 37766.798338 37766.798338 3.216091e+06 0.000074 2.000164e+03 A 34207.570245 34207.570245 7.835435e+05 0.000304 3.034267e+03 +67 S 21691.157747 21691.157747 5.463225e+03 0.064405 2.010188e+03 S 23160.269584 23160.269584 9.785461e+03 0.035960 2.375076e+03 +68 L 28551.685980 28551.685980 8.308793e+04 0.000948 1.709454e+03 L 27920.671391 27920.671391 6.468630e+04 0.001218 1.699871e+03 +69 G 20566.102109 20566.102109 3.496220e+03 0.024702 1.107357e+03 G 23094.186310 23094.186310 9.532240e+03 0.009062 1.411350e+03 +70 E 16864.578407 16864.578407 8.050364e+02 0.213919 1.423443e+03 E 16873.290735 16873.290735 8.078239e+02 0.213182 1.677579e+03 +71 E 18297.625332 18297.625332 1.421457e+03 0.058060 1.348337e+03 E 18297.622466 18297.622466 1.421455e+03 0.058060 1.348882e+03 +72 T 18297.632766 18297.632766 1.421461e+03 0.063638 1.297176e+03 T 18297.628533 18297.628533 1.421459e+03 0.063638 1.446109e+03 +73 A 17684.957705 17684.957705 1.114729e+03 0.213251 1.671200e+03 A 17684.964623 17684.964623 1.114732e+03 0.213250 1.677088e+03 +74 F 20618.065839 20618.065839 3.569047e+03 0.024198 1.147537e+03 F 20590.956332 20590.956332 3.530866e+03 0.024459 2.802296e+02 +75 L 26187.839132 26187.839132 3.252672e+04 0.001394 1.488915e+03 L 25732.737490 25732.737490 2.715345e+04 0.001670 1.874346e+03 +76 C 35096.693782 NaN NaN NaN NaN C 35096.683918 NaN NaN NaN NaN +77 E 35096.692223 35096.692223 1.114965e+06 0.000371 2.745314e+03 E 35096.687047 35096.687047 1.114963e+06 0.000371 2.283615e+03 +78 V 33378.329051 33378.329051 5.638745e+05 0.000038 3.646965e+03 V 27873.819037 27873.819037 6.349499e+04 0.000334 1.723792e+03 +79 Q 35374.361075 35374.361075 1.244814e+06 0.000100 3.424171e+03 Q 30514.008036 30514.008036 1.809888e+05 0.000690 1.493584e+03 +80 Q 36591.165794 36591.165794 2.017268e+06 0.000135 1.493100e+04 Q 30514.016534 30514.016534 1.809894e+05 0.001509 8.796644e+03 +81 G 36591.155697 36591.155697 2.017259e+06 0.000110 3.088124e+03 G 30514.016910 30514.016910 1.809894e+05 0.001227 1.492448e+04 +82 G 36591.167473 36591.167473 2.017269e+06 0.000103 1.894715e+03 G 30514.012956 30514.012956 1.809891e+05 0.001145 2.541718e+04 +83 I 33333.603205 33333.603205 5.539570e+05 0.000075 2.994753e+03 I 27245.540556 27245.540556 4.948633e+04 0.000836 3.622163e+03 +84 F 33333.598713 33333.598713 5.539560e+05 0.000092 2.822445e+03 F 27245.529781 27245.529781 4.948612e+04 0.001028 4.222304e+04 +85 S 22991.951206 NaN NaN NaN NaN S 22991.951206 NaN NaN NaN NaN +86 I 16314.152192 NaN NaN NaN NaN I 16314.154492 NaN NaN NaN NaN +87 A 16314.150769 16314.150769 6.471058e+02 0.136397 2.516503e+03 A 16314.141982 16314.141982 6.471035e+02 0.136397 7.050815e+03 +88 G 16314.144241 16314.144241 6.471041e+02 0.216175 6.651252e+03 G 16314.150415 16314.150415 6.471057e+02 0.216174 4.630190e+04 +89 I 16361.475571 16361.475571 6.593704e+02 0.062613 1.795988e+03 I 16361.459351 16361.459351 6.593662e+02 0.062613 6.438142e+03 +90 E 16361.467307 16361.467307 6.593683e+02 0.103949 1.998252e+03 E 16361.474680 16361.474680 6.593702e+02 0.103948 5.694862e+03 +91 G 16567.736243 16567.736243 7.155974e+02 0.138511 2.561968e+03 G 16567.732021 16567.732021 7.155962e+02 0.138511 7.204800e+03 +92 T 18194.018546 18194.018546 1.364212e+03 0.138436 2.558708e+03 T 18194.015154 18194.015154 1.364210e+03 0.138436 7.194173e+03 +93 Q 18470.348482 18470.348482 1.522279e+03 0.179337 3.924291e+03 Q 18470.357532 18470.357532 1.522285e+03 0.179336 1.468918e+04 +94 M 18474.588707 18474.588707 1.524842e+03 0.152384 5.506534e+03 M 18474.592844 NaN NaN NaN NaN +95 A 20655.080881 NaN NaN NaN NaN A 20655.080881 NaN NaN NaN NaN +96 H 23463.426485 NaN NaN NaN NaN H 23463.426485 NaN NaN NaN NaN +97 C 26271.772090 NaN NaN NaN NaN C 26271.772090 NaN NaN NaN NaN +98 L 29080.117694 NaN NaN NaN NaN L 29080.117694 NaN NaN NaN NaN +99 G 31888.463298 NaN NaN NaN NaN G 31888.463298 NaN NaN NaN NaN +100 A 32510.620287 NaN NaN NaN NaN A 32510.603696 NaN NaN NaN NaN +101 Y 32510.620417 32510.620417 3.996444e+05 0.000202 2.821711e+03 Y 21399.593570 21399.593570 4.866444e+03 0.016563 2.710661e+03 +102 C 30321.536311 30321.536311 1.676827e+05 0.004188 1.866499e+03 C 23990.107532 23990.107532 1.360081e+04 0.051624 2.302340e+03 +103 P 35335.551469 NaN NaN NaN NaN P 35335.547262 NaN NaN NaN NaN +104 N 35335.557318 35335.557318 1.225797e+06 0.000218 1.912108e+03 N 23100.588902 23100.588902 9.556484e+03 0.027932 2.251433e+03 +105 I 33457.821497 33457.821497 5.819414e+05 0.000100 3.047662e+03 I 20927.650188 20927.650188 4.035474e+03 0.014469 1.772090e+03 +106 L 32858.447353 32858.447353 4.587809e+05 0.000051 2.772100e+03 L 20943.200132 20943.200132 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12749.224425 12749.224425 1.572998e+02 0.671381 7.003199e+03 Q 12749.214652 12749.214652 1.572992e+02 0.671384 6.274080e+03 +143 Q 13559.518031 13559.518031 2.169422e+02 1.253453 6.437959e+04 Q 13559.508874 13559.508874 2.169414e+02 1.253458 5.423878e+04 +144 Q 13559.518055 13559.518055 2.169422e+02 1.253453 6.437958e+04 Q 13559.510812 13559.510812 2.169416e+02 1.253457 5.423856e+04 +145 A 13559.517823 13559.517823 2.169422e+02 1.091712 3.308341e+04 A 13559.510012 13559.510012 2.169415e+02 1.091716 2.787231e+04 +146 G 13163.038195 13163.038195 1.853657e+02 0.751767 8.955966e+03 G 13163.040187 13163.040187 1.853659e+02 0.751767 7.547332e+03 +147 E 13163.023626 13163.023626 1.853647e+02 0.925211 1.711724e+04 E 13163.021265 13163.021265 1.853645e+02 0.925212 1.442148e+04 +148 G 13070.638265 13070.638265 1.786935e+02 0.552364 4.600185e+03 G 13070.636920 13070.636920 1.786934e+02 0.552365 3.884542e+03 +149 T 13070.625053 13070.625053 1.786925e+02 1.051767 2.819112e+04 T 13070.616477 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00000000..b9ba70ea --- /dev/null +++ b/tests/test_data/output/ecsecb_tetramer_dimer/log.txt @@ -0,0 +1,4 @@ +# 2022/10/12 17:59:00 (1665590340) +PyHDX v0.4.1+101.gdc82a4a.dirty +Total_loss 0.71, mse_loss 0.39, reg_loss 0.32(45.34%) +Number of epochs: 200000 \ No newline at end of file diff --git a/tests/test_data/output/ecsecb_tetramer_dimer/losses.csv b/tests/test_data/output/ecsecb_tetramer_dimer/losses.csv new file mode 100644 index 00000000..7e8275e2 --- /dev/null +++ b/tests/test_data/output/ecsecb_tetramer_dimer/losses.csv @@ -0,0 +1,200002 @@ +# {"comment": "#", "header": [0], "index_col": 0} +epoch,mse_loss,reg_1,reg_2 +1,3.836347649099619,0.22887239340484275,0.0 +2,3.8362559790969906,0.22887161774048956,1.6852235112981298e-06 +3,3.836150721864441,0.22887071453209826,3.4691255959679153e-06 +4,3.8360380693650487,0.2288697449307041,5.208474259502038e-06 +5,3.8359217743010956,0.2288687410260659,7.097479085485498e-06 +6,3.835803624574814,0.22886771195543842,8.921353042080917e-06 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save_fitresult, load_fitresult, ) -from pyhdx.models import Protein, PeptideMasterTable, HDXMeasurement, HDXMeasurementSet +from pyhdx.models import Protein, HDXMeasurement, HDXMeasurementSet from pyhdx.fitting import fit_gibbs_global from pathlib import Path from io import StringIO @@ -16,6 +16,8 @@ import pandas as pd import pytest +from pyhdx.process import apply_control, correct_d_uptake, filter_peptides + cwd = Path(__file__).parent input_dir = cwd / "test_data" / "input" output_dir = cwd / "test_data" / "output" @@ -25,17 +27,23 @@ class TestFileIO(object): @classmethod def setup_class(cls): cls.fpath = input_dir / "ecSecB_apo.csv" - data = read_dynamx(cls.fpath) - control = ("Full deuteration control", 0.167 * 60) + df = read_dynamx(cls.fpath) - cls.temperature, cls.pH = 273.15 + 30, 8.0 + fd = { + "state": "Full deuteration control", + "exposure": {"value": 0.167, "unit": "min"}, + } - pf = PeptideMasterTable( - data, drop_first=1, ignore_prolines=True, remove_nan=False - ) - pf.set_control(control) + fd_df = filter_peptides(df, **fd) + peptides = filter_peptides( + df, state="SecB WT apo" + ) # , query=["exposure != 0."]) + peptides_control = apply_control(peptides, fd_df) + peptides_corrected = correct_d_uptake(peptides_control) + + cls.temperature, cls.pH = 273.15 + 30, 8.0 cls.hdxm = HDXMeasurement( - pf.get_state("SecB WT apo"), temperature=cls.temperature, pH=cls.pH + peptides_corrected, temperature=cls.temperature, pH=cls.pH, c_term=155 ) initial_rates = csv_to_dataframe(output_dir / "ecSecB_guess.csv") @@ -48,19 +56,8 @@ def test_read_dynamx(self): assert df.shape[0] == 567 assert df["start"][0] == 9 - assert df["end"][0] == 18 - df = read_dynamx(self.fpath, intervals=("exclusive", "inclusive")) - assert df["start"][0] == 10 - assert np.sum(df["exposure"]) == 441632.55024 - assert np.sum(df["uptake"]) == 1910.589614 - - df = read_dynamx(self.fpath, intervals=("inclusive", "exclusive")) assert df["end"][0] == 17 - - with pytest.raises(ValueError): - df = read_dynamx(self.fpath, intervals=("foo", "inclusive")) - with pytest.raises(ValueError): - df = read_dynamx(self.fpath, intervals=("inclusive", "bar")) + assert df["stop"][0] == 18 with open(self.fpath, mode="r") as f: df = read_dynamx(StringIO(f.read())) diff --git a/tests/test_fitting.py b/tests/test_fitting.py index 43846f23..9c165b44 100644 --- a/tests/test_fitting.py +++ b/tests/test_fitting.py @@ -7,7 +7,7 @@ import torch import yaml from pandas.testing import assert_series_equal, assert_frame_equal -from pyhdx import PeptideMasterTable, HDXMeasurement +from pyhdx import HDXMeasurement from pyhdx.config import cfg from pyhdx.fileIO import read_dynamx, csv_to_protein, csv_to_dataframe from pyhdx.fitting import ( @@ -16,10 +16,12 @@ fit_gibbs_global_batch, fit_gibbs_global_batch_aligned, fit_rates_half_time_interpolate, - GenericFitResult, fit_d_uptake, + GenericFitResult, + fit_d_uptake, ) from pyhdx.batch_processing import StateParser from pyhdx.models import HDXMeasurementSet +from pyhdx.process import apply_control, correct_d_uptake, filter_peptides cwd = Path(__file__).parent input_dir = cwd / "test_data" / "input" @@ -37,31 +39,42 @@ class TestSecBDataFit(object): def setup_class(cls): fpath_apo = input_dir / "ecSecB_apo.csv" fpath_dimer = input_dir / "ecSecB_dimer.csv" - data = read_dynamx(fpath_apo, fpath_dimer) - control = ("Full deuteration control", 0.167 * 60) + df_apo = read_dynamx(fpath_apo) + df_dimer = read_dynamx(fpath_dimer) + + fd = { + "state": "Full deuteration control", + "exposure": {"value": 0.167, "unit": "min"}, + } + + fd_df = filter_peptides(df_apo, **fd) + + apo_peptides = filter_peptides(df_apo, state="SecB WT apo") + dimer_peptides = filter_peptides(df_dimer, state="SecB his dimer apo") + + apo_control = apply_control(apo_peptides, fd_df) + dimer_control = apply_control(dimer_peptides, fd_df) + + apo_corrected = correct_d_uptake(apo_control) + dimer_corrected = correct_d_uptake(dimer_control) cls.temperature, cls.pH = 273.15 + 30, 8.0 - pf = PeptideMasterTable( - data, drop_first=1, ignore_prolines=True, remove_nan=False - ) - pf.set_control(control) cls.hdxm_apo = HDXMeasurement( - pf.get_state("SecB WT apo"), + apo_corrected, temperature=cls.temperature, pH=cls.pH, sequence=sequence, ) cls.hdxm_dimer = HDXMeasurement( - pf.get_state("SecB his dimer apo"), + dimer_corrected, temperature=cls.temperature, pH=cls.pH, sequence=sequence_dimer, ) - data = pf.get_state("SecB WT apo") - reduced_data = data[data["end"] < 40] - cls.reduced_hdxm = HDXMeasurement(reduced_data) + reduced_data = apo_corrected[apo_corrected["_stop"] < 40] + cls.reduced_hdxm = HDXMeasurement(reduced_data, c_term=155) def test_initial_guess_wt_average(self): result = fit_rates_weighted_average(self.reduced_hdxm) diff --git a/tests/test_gui.py b/tests/test_gui.py index 1b6b1183..f228dfa7 100644 --- a/tests/test_gui.py +++ b/tests/test_gui.py @@ -6,9 +6,10 @@ from distributed.utils_test import cluster import pandas as pd -from pyhdx import PeptideMasterTable, read_dynamx, HDXMeasurement +from pyhdx import read_dynamx, HDXMeasurement from pyhdx.config import cfg from pyhdx.fileIO import csv_to_dataframe +from pyhdx.process import filter_peptides, apply_control, correct_d_uptake from pyhdx.support import hash_dataframe, hash_array from pyhdx.web.apps import main_app @@ -32,15 +33,24 @@ class TestMainGUISecB(object): @classmethod def setup_class(cls): cls.fpath = input_dir / "ecSecB_apo.csv" - cls.pmt = PeptideMasterTable(read_dynamx(cls.fpath)) + df = read_dynamx(cls.fpath) - cls.state = "SecB WT apo" - cls.control = ("Full deuteration control", 0.167 * 60) - cls.pmt.set_control(cls.control) + fd = { + "state": "Full deuteration control", + "exposure": {"value": 0.167, "unit": "min"}, + } + + fd_df = filter_peptides(df, **fd) + peptides = filter_peptides( + df, state="SecB WT apo" + ) # , query=["exposure != 0."]) + peptides_control = apply_control(peptides, fd_df) + peptides_corrected = correct_d_uptake(peptides_control) - state_data = cls.pmt.get_state(cls.state) cls.temperature, cls.pH = 273.15 + 30, 8.0 - cls.hdxm = HDXMeasurement(state_data, temperature=cls.temperature, pH=cls.pH) + cls.hdxm = HDXMeasurement( + peptides_corrected, temperature=cls.temperature, pH=cls.pH, c_term=155 + ) def test_load_single_file(self): with open(self.fpath, "rb") as f: @@ -48,24 +58,24 @@ def test_load_single_file(self): ctrl, tmpl = main_app() src = ctrl.sources["main"] - file_input_control = ctrl.control_panels["PeptideFileInputControl"] + input_control = ctrl.control_panels["PeptideFileInputControl"] - file_input_control.input_files = [binary] - file_input_control.widgets['input_files'].filename = ["ecSecB_apo.csv"] - assert file_input_control.fd_state == "Full deuteration control" - assert file_input_control.fd_exposure == 0.0 + input_control.widgets["input_files"].filename = ["ecSecB_apo.csv"] + input_control.input_files = [binary] + assert input_control.fd_state == "Full deuteration control" + assert input_control.fd_exposure == 0.0 - file_input_control.fd_state = self.control[0] - file_input_control.fd_exposure = self.control[1] + input_control.fd_state = "Full deuteration control" + input_control.fd_exposure = 10.020000000000001 - file_input_control.exp_state = self.state + input_control.exp_state = "SecB WT apo" timepoints = list(np.array([0.167, 0.5, 1.0, 5.0, 10.0, 100.000008]) * 60) - assert file_input_control.exp_exposures == timepoints - file_input_control._add_single_dataset_spec() - file_input_control._action_load_datasets() + assert input_control.exp_exposures == timepoints + input_control._add_single_dataset_spec() + input_control._action_load_datasets() - assert self.state in src.hdxm_objects - hdxm = src.hdxm_objects[self.state] + assert "SecB WT apo" in src.hdxm_objects + hdxm = src.hdxm_objects["SecB WT apo"] assert hdxm.Nt == 6 assert hdxm.Np == 63 @@ -74,7 +84,6 @@ def test_load_single_file(self): assert np.nanmean(hdxm.rfu_residues) == pytest.approx(0.6335831166442542) def test_batch_input(self): - filenames = ["ecSecB_apo.csv", "ecSecB_dimer.csv"] file_dict = {fname: (input_dir / fname).read_bytes() for fname in filenames} @@ -82,8 +91,8 @@ def test_batch_input(self): input_control = ctrl.control_panels["PeptideFileInputControl"] input_control.input_mode = "Batch" - input_control.input_files = list(file_dict.values()) input_control.widgets["input_files"].filename = list(file_dict.keys()) + input_control.input_files = list(file_dict.values()) input_control.batch_file = Path(input_dir / "data_states.yaml").read_bytes() @@ -94,33 +103,35 @@ def test_batch_input(self): # ... additional tests # @pytest.mark.skip(reason="Fails in GitHub Actions") - def test_batch_mode(self): - fpath_1 = input_dir / "ecSecB_apo.csv" - fpath_2 = input_dir / "ecSecB_dimer.csv" - - fpaths = [fpath_1, fpath_2] - files = [p.read_bytes() for p in fpaths] + def test_web_fitting(self): + filenames = ["ecSecB_apo.csv", "ecSecB_dimer.csv"] + file_dict = {fname: (input_dir / fname).read_bytes() for fname in filenames} ctrl, tmpl = main_app() - file_input = ctrl.control_panels["PeptideFileInputControl"] - file_input.input_files = files + input_control = ctrl.control_panels["PeptideFileInputControl"] + # input_control.input_mode = "Batch" + input_control.widgets["input_files"].filename = list(file_dict.keys()) + input_control.input_files = list(file_dict.values()) + filenames = ["ecSecB_apo.csv", "ecSecB_dimer.csv"] - file_input.widgets["input_files"].filename = filenames - file_input.fd_state = "Full deuteration control" - file_input.fd_exposure = 0.167 * 60 + input_control.widgets["input_files"].filename = filenames + + input_control.fd_state = "Full deuteration control" + input_control.fd_exposure = 0.167 * 60 - file_input.exp_state = "SecB WT apo" - file_input.measurement_name = "testname_123" - file_input._add_single_dataset_spec() + input_control.exp_state = "SecB WT apo" + input_control.measurement_name = "testname_123" + input_control._add_single_dataset_spec() - file_input.exp_state = "SecB his dimer apo" - file_input.measurement_name = ( + input_control.exp_file = "ecSecB_dimer.csv" + input_control.exp_state = "SecB his dimer apo" + input_control.measurement_name = ( "SecB his dimer apo" # todo catch error duplicate name ) - file_input._add_single_dataset_spec() + input_control._add_single_dataset_spec() - file_input._action_load_datasets() + input_control._action_load_datasets() assert "testname_123" in ctrl.sources["main"].hdxm_objects.keys() assert "SecB his dimer apo" in ctrl.sources["main"].hdxm_objects.keys() @@ -129,7 +140,6 @@ def test_batch_mode(self): assert rfu_df.shape == (145, 24) assert rfu_df.columns.nlevels == 3 - initial_guess = ctrl.control_panels["InitialGuessControl"] initial_guess._action_fit() diff --git a/tests/test_models.py b/tests/test_models.py index 32f4031c..3c97186a 100644 --- a/tests/test_models.py +++ b/tests/test_models.py @@ -1,6 +1,6 @@ import pytest import os -from pyhdx import HDXTimepoint, PeptideMasterTable, HDXMeasurement +from pyhdx import HDXTimepoint, HDXMeasurement from pyhdx.models import Protein, Coverage from pyhdx.fileIO import read_dynamx, csv_to_protein, csv_to_hdxm, csv_to_dataframe import numpy as np @@ -13,40 +13,35 @@ import pickle import pytest +from pyhdx.process import apply_control, correct_d_uptake, filter_peptides cwd = Path(__file__).parent input_dir = cwd / "test_data" / "input" output_dir = cwd / "test_data" / "output" -class TestPeptideMasterTable(object): +class TestHDXMeasurement(object): @classmethod def setup_class(cls): fpath = input_dir / "ecSecB_apo.csv" - cls.pmt = PeptideMasterTable(read_dynamx(fpath)) - - def test_properties(self): - states = ["Full deuteration control", "SecB WT apo"] - assert list(self.pmt.states) == states - - exposures = np.array( - [0.0, 10.020000000000001, 30.0, 60.0, 300.0, 600.0, 6000.00048] - ) - assert np.allclose(exposures, self.pmt.exposures, atol=0.01) + df = read_dynamx(fpath) - # def test_methods(self): - # testing of PeptideMasterTable methods + fd = { + "state": "Full deuteration control", + "exposure": {"value": 0.167, "unit": "min"}, + } + fd_df = filter_peptides(df, **fd) + peptides = filter_peptides( + df, state="SecB WT apo" + ) # , query=["exposure != 0."]) + peptides_control = apply_control(peptides, fd_df) + peptides_corrected = correct_d_uptake(peptides_control) -class TestHDXMeasurement(object): - @classmethod - def setup_class(cls): - fpath = input_dir / "ecSecB_apo.csv" - cls.pmt = PeptideMasterTable(read_dynamx(fpath)) - cls.pmt.set_control(("Full deuteration control", 0.167 * 60)) - d = cls.pmt.get_state("SecB WT apo") cls.temperature, cls.pH = 273.15 + 30, 8.0 - cls.hdxm = HDXMeasurement(d, temperature=cls.temperature, pH=cls.pH) + cls.hdxm = HDXMeasurement( + peptides_corrected, temperature=cls.temperature, pH=cls.pH, c_term=155 + ) def test_dim(self): assert self.hdxm.Nt == len(self.hdxm.data["exposure"].unique()) @@ -59,6 +54,12 @@ def test_tensors(self): # assert ... + # def test_data(self): + # data = self.hdxm.data + # compare = csv_to_dataframe(output_dir / "ecSecB_data.csv") + # + # assert_frame_equal(data, compare) + def test_rfu(self): rfu_residues = self.hdxm.rfu_residues compare = csv_to_dataframe(output_dir / "ecSecB_rfu_per_exposure.csv") @@ -81,10 +82,28 @@ def test_to_file(self): class TestCoverage(object): @classmethod def setup_class(cls): + fpath = input_dir / "ecSecB_apo.csv" - cls.pmt = PeptideMasterTable(read_dynamx(fpath)) - data = cls.pmt.get_state("SecB WT apo") - cls.hdxm = HDXMeasurement(data) + df = read_dynamx(fpath) + + fd = { + "state": "Full deuteration control", + "exposure": {"value": 0.167, "unit": "min"}, + } + + fd_df = filter_peptides(df, **fd) + peptides = filter_peptides( + df, state="SecB WT apo" + ) # , query=["exposure != 0."]) + peptides_control = apply_control(peptides, fd_df) + peptides_corrected = correct_d_uptake(peptides_control) + # + # fpath = input_dir / "ecSecB_apo.csv" + # cls.pmt = PeptideMasterTable(read_dynamx(fpath)) + # data = cls.pmt.get_state("SecB WT apo") + # + + cls.hdxm = HDXMeasurement(peptides_corrected, c_term=155) cls.sequence = ( "MSEQNNTEMTFQIQRIYTKDISFEAPNAPHVFQKDWQPEVKLDLDTASSQLADDVYEVVLRVTVTASLGEETAFLCEVQQGGIFSIAGIEGTQM" "AHCLGAYCPNILFPYARECITSMVSRGTFPQLNLAPVNFDALFMNYLQQQAGEGTEEHQDA" @@ -92,7 +111,7 @@ def setup_class(cls): def test_sequence(self): data = self.hdxm[0].data - cov = Coverage(data) + cov = Coverage(data, c_term=155) for r, s in zip(cov.r_number, cov["sequence"]): if s != "X": @@ -148,8 +167,10 @@ def setup_class(cls): cls.protein.metadata = metadata fpath = input_dir / "ecSecB_apo.csv" - pf1 = PeptideMasterTable(read_dynamx(fpath)) - cls.series = HDXMeasurement(pf1.get_state("SecB WT apo"), c_term=200) + df = read_dynamx(fpath) + peptides = filter_peptides(df, state="SecB WT apo") + corrected = correct_d_uptake(peptides) + cls.series = HDXMeasurement(corrected, c_term=200) def test_artithmetic(self): p1 = Protein(self.array1, index="r_number") diff --git a/tests/test_templates.py b/tests/test_templates.py index a213ffe0..6dc1fe32 100644 --- a/tests/test_templates.py +++ b/tests/test_templates.py @@ -3,19 +3,23 @@ from pyhdx.support import rgb_to_hex import importlib from pathlib import Path +import sys class TestTemplates(object): def test_templates_converions(self): # import templates and run - template_dir = Path(__file__).parent # / something + template_dir = Path(__file__).parent.parent / "templates" # / something + print(template_dir) + sys.path.append(str(template_dir)) - # todo fix scripts = [ f.stem for f in template_dir.iterdir() - if f.stem.startswith("fig") and f.suffix == ".py" + if f.stem[:2].isdigit() and f.suffix == ".py" ] for s in scripts: - print(s) + pass + # doesnt work with some scripts requiring a cluster + # print(s) # importlib.import_module(s)