From 07574c8a0616e35df4fa6628ff7ef2bade701f11 Mon Sep 17 00:00:00 2001 From: IAlibay Date: Mon, 11 Dec 2023 21:14:47 +0000 Subject: [PATCH] Update for cofactors & user charges --- cofactors/eg5_python_tutorial.ipynb | 138 ++++++++++++++++++---------- 1 file changed, 88 insertions(+), 50 deletions(-) diff --git a/cofactors/eg5_python_tutorial.ipynb b/cofactors/eg5_python_tutorial.ipynb index f16811c..6159de9 100644 --- a/cofactors/eg5_python_tutorial.ipynb +++ b/cofactors/eg5_python_tutorial.ipynb @@ -36,7 +36,9 @@ "\n", "#### About the data\n", "\n", - "Here we are loading the positive ligands from the protein-ligand benchmark set's EG5 system. As charge corrections have yet to be fully implemented in OpenFE, we will stick to doing transformations without net charges for now." + "Here we are loading the positive ligands from the protein-ligand benchmark set's EG5 system. As charge corrections have yet to be fully implemented in OpenFE, we will stick to doing transformations without net charges for now.\n", + "\n", + "**Note:** We add user charges to our input ligands by going through OpenFF molecules first. This avoids any issues with inconsistent partial charge assignment." ] }, { @@ -44,11 +46,32 @@ "execution_count": 2, "id": "41cf8be7", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ialibay/software/mambaforge/install/envs/alchemiscale-client-0.2.1/lib/python3.10/site-packages/gufe/components/explicitmoleculecomponent.py:79: UserWarning: Partial charges have been provided, these will preferentially be used instead of generating new partial charges\n", + " warnings.warn(wmsg)\n" + ] + } + ], "source": [ "from rdkit import Chem\n", - "supp = Chem.SDMolSupplier(\"eg5_ligands_positive.sdf\", removeHs=False)\n", - "ligands = [openfe.SmallMoleculeComponent.from_rdkit(mol) for mol in supp]" + "from openff.toolkit import Molecule\n", + "\n", + "# Create a list of OpenFF molecules\n", + "offmols = [\n", + " Molecule.from_rdkit(m)\n", + " for m in Chem.SDMolSupplier(\"eg5_ligands_positive.sdf\", removeHs=False)\n", + "]\n", + "\n", + "# Assign partial charges via AM1BCC\n", + "for mol in offmols:\n", + " mol.assign_partial_charges('am1bcc', use_conformers=mol.conformers)\n", + "\n", + "# Now we convert them to SmallMoleculeComponent\n", + "ligands = [openfe.SmallMoleculeComponent.from_openff(mol) for mol in offmols]" ] }, { @@ -98,12 +121,12 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "914f18f109784f7d90dda0f260826a06", + "model_id": "fc3165e5064f40818ac341d278fdeb59", "version_major": 2, "version_minor": 0 }, "text/plain": [ - " 1%|1 | 2/171 [00:02<03:34, 1.27s/it]" + " 3%|2 | 5/171 [00:01<00:50, 3.30it/s]" ] }, "metadata": {}, @@ -134,7 +157,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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", + "image/png": 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", "text/plain": [ "" ] @@ -197,7 +220,7 @@ { "data": { "text/plain": [ - "{'score': 0.3296799539643607}" + "{'score': 0.4065696597405991}" ] }, "execution_count": 7, @@ -244,7 +267,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9f4d7b210ff84b7fad4b9f2cf114a47c", + "model_id": "d146d590d7ab4621afa4c69a65a8156f", "version_major": 2, "version_minor": 0 }, @@ -333,11 +356,22 @@ "execution_count": 13, "id": "18e9cba5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/ialibay/software/mambaforge/install/envs/alchemiscale-client-0.2.1/lib/python3.10/site-packages/gufe/components/explicitmoleculecomponent.py:79: UserWarning: Partial charges have been provided, these will preferentially be used instead of generating new partial charges\n", + " warnings.warn(wmsg)\n" + ] + } + ], "source": [ "# load in the cofactor from eg5_cofactors.sdf, here we know that there is only one cofactor in the file\n", - "supp = Chem.SDMolSupplier(\"eg5_cofactor.sdf\", removeHs=False)\n", - "cofactor = [openfe.SmallMoleculeComponent.from_rdkit(mol) for mol in supp][0]" + "# We also go through OpenFF to assign partial charges\n", + "offmol = [Molecule.from_rdkit(m) for m in Chem.SDMolSupplier(\"eg5_cofactor.sdf\", removeHs=False)][0]\n", + "offmol.assign_partial_charges('am1bcc', use_conformers=offmol.conformers)\n", + "cofactor = openfe.SmallMoleculeComponent.from_openff(offmol)" ] }, { @@ -347,6 +381,8 @@ "metadata": {}, "outputs": [], "source": [ + "# Note: if you had multiple cofactors you could add any additional cofactor\n", + "# as additional dictionary entries in both of the ChemicalSystem definitions\n", "systemA = openfe.ChemicalSystem({\n", " 'ligand': mapping.componentA,\n", " 'solvent': solvent,\n", @@ -496,7 +532,9 @@ " \n", " if leg == 'complex':\n", " sysA_dict['protein'] = protein\n", + " sysA_dict['cofactor'] = cofactor\n", " sysB_dict['protein'] = protein\n", + " sysB_dict['cofactor'] = cofactor\n", " \n", " # we don't have to name objects, but it can make things (like filenames) more convenient\n", " sysA = openfe.ChemicalSystem(sysA_dict, name=f\"{mapping.componentA.name}_{leg}\")\n", @@ -553,42 +591,42 @@ "name": "stdout", "output_type": "stream", "text": [ - "easy_rbfe_lig_CHEMBL1082248_complex_lig_CHEMBL1082249_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1082248_complex_lig_CHEMBL1096002_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1082248_solvent_lig_CHEMBL1082249_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1082248_solvent_lig_CHEMBL1096002_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1083517_complex_lig_CHEMBL1086409_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1083517_solvent_lig_CHEMBL1086409_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1083836_complex_lig_CHEMBL1082248_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1083836_solvent_lig_CHEMBL1082248_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1084143_complex_lig_CHEMBL1086410_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1084143_solvent_lig_CHEMBL1086410_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1084677_complex_lig_CHEMBL1084678_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1084677_complex_lig_CHEMBL1085666_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1084677_complex_lig_CHEMBL1096003_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1084677_solvent_lig_CHEMBL1084678_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1084677_solvent_lig_CHEMBL1085666_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1084677_solvent_lig_CHEMBL1096003_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1084935_complex_lig_CHEMBL1084935_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1084935_complex_lig_CHEMBL1086410_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1084935_solvent_lig_CHEMBL1084935_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1084935_solvent_lig_CHEMBL1086410_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1085666_complex_lig_CHEMBL1077204_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1085666_complex_lig_CHEMBL1084676_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1085666_complex_lig_CHEMBL1086409_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1085666_solvent_lig_CHEMBL1077204_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1085666_solvent_lig_CHEMBL1084676_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1085666_solvent_lig_CHEMBL1086409_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1085692_complex_lig_CHEMBL1082248_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1085692_solvent_lig_CHEMBL1082248_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1086409_complex_lig_CHEMBL1082248_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1086409_complex_lig_CHEMBL1093087_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1086409_solvent_lig_CHEMBL1082248_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1086409_solvent_lig_CHEMBL1093087_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1086410_complex_lig_CHEMBL1077227_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1086410_complex_lig_CHEMBL1082248_complex.json\r\n", - "easy_rbfe_lig_CHEMBL1086410_solvent_lig_CHEMBL1077227_solvent.json\r\n", - "easy_rbfe_lig_CHEMBL1086410_solvent_lig_CHEMBL1082248_solvent.json\r\n" + "easy_rbfe_lig_CHEMBL1082248_complex_lig_CHEMBL1082249_complex.json\n", + "easy_rbfe_lig_CHEMBL1082248_complex_lig_CHEMBL1096002_complex.json\n", + "easy_rbfe_lig_CHEMBL1082248_solvent_lig_CHEMBL1082249_solvent.json\n", + "easy_rbfe_lig_CHEMBL1082248_solvent_lig_CHEMBL1096002_solvent.json\n", + "easy_rbfe_lig_CHEMBL1083517_complex_lig_CHEMBL1086409_complex.json\n", + "easy_rbfe_lig_CHEMBL1083517_solvent_lig_CHEMBL1086409_solvent.json\n", + "easy_rbfe_lig_CHEMBL1083836_complex_lig_CHEMBL1082248_complex.json\n", + "easy_rbfe_lig_CHEMBL1083836_solvent_lig_CHEMBL1082248_solvent.json\n", + "easy_rbfe_lig_CHEMBL1084143_complex_lig_CHEMBL1086410_complex.json\n", + "easy_rbfe_lig_CHEMBL1084143_solvent_lig_CHEMBL1086410_solvent.json\n", + "easy_rbfe_lig_CHEMBL1084677_complex_lig_CHEMBL1084678_complex.json\n", + "easy_rbfe_lig_CHEMBL1084677_complex_lig_CHEMBL1085666_complex.json\n", + "easy_rbfe_lig_CHEMBL1084677_complex_lig_CHEMBL1096003_complex.json\n", + "easy_rbfe_lig_CHEMBL1084677_solvent_lig_CHEMBL1084678_solvent.json\n", + "easy_rbfe_lig_CHEMBL1084677_solvent_lig_CHEMBL1085666_solvent.json\n", + "easy_rbfe_lig_CHEMBL1084677_solvent_lig_CHEMBL1096003_solvent.json\n", + "easy_rbfe_lig_CHEMBL1084935_complex_lig_CHEMBL1084935_complex.json\n", + "easy_rbfe_lig_CHEMBL1084935_complex_lig_CHEMBL1086410_complex.json\n", + "easy_rbfe_lig_CHEMBL1084935_solvent_lig_CHEMBL1084935_solvent.json\n", + "easy_rbfe_lig_CHEMBL1084935_solvent_lig_CHEMBL1086410_solvent.json\n", + "easy_rbfe_lig_CHEMBL1085666_complex_lig_CHEMBL1077204_complex.json\n", + "easy_rbfe_lig_CHEMBL1085666_complex_lig_CHEMBL1084676_complex.json\n", + "easy_rbfe_lig_CHEMBL1085666_complex_lig_CHEMBL1086409_complex.json\n", + "easy_rbfe_lig_CHEMBL1085666_solvent_lig_CHEMBL1077204_solvent.json\n", + "easy_rbfe_lig_CHEMBL1085666_solvent_lig_CHEMBL1084676_solvent.json\n", + "easy_rbfe_lig_CHEMBL1085666_solvent_lig_CHEMBL1086409_solvent.json\n", + "easy_rbfe_lig_CHEMBL1085692_complex_lig_CHEMBL1082248_complex.json\n", + "easy_rbfe_lig_CHEMBL1085692_solvent_lig_CHEMBL1082248_solvent.json\n", + "easy_rbfe_lig_CHEMBL1086409_complex_lig_CHEMBL1082248_complex.json\n", + "easy_rbfe_lig_CHEMBL1086409_complex_lig_CHEMBL1093087_complex.json\n", + "easy_rbfe_lig_CHEMBL1086409_solvent_lig_CHEMBL1082248_solvent.json\n", + "easy_rbfe_lig_CHEMBL1086409_solvent_lig_CHEMBL1093087_solvent.json\n", + "easy_rbfe_lig_CHEMBL1086410_complex_lig_CHEMBL1077227_complex.json\n", + "easy_rbfe_lig_CHEMBL1086410_complex_lig_CHEMBL1082248_complex.json\n", + "easy_rbfe_lig_CHEMBL1086410_solvent_lig_CHEMBL1077227_solvent.json\n", + "easy_rbfe_lig_CHEMBL1086410_solvent_lig_CHEMBL1082248_solvent.json\n" ] } ], @@ -621,7 +659,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.16" + "version": "3.10.13" } }, "nbformat": 4,