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# Toxicity Reference Database (ToxRefDB) 2.0 | ||
# Toxicity Reference Database (ToxRefDB) v2.1 | ||
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||
README | ||
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||
* February 22, 2019 | ||
* Contact: [email protected] | ||
|
||
This repository contains documentation, code, and examples | ||
for [Toxicity Reference Database (ToxRefDB)][1]. | ||
Some of the files in this repo | ||
are part of the supplemental materials for the linked publication and are labeled here | ||
accordingly. | ||
README | ||
|
||
* Updated: March 1, 2023 | ||
* Contact: [email protected] | ||
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||
Summary data files can be found on the ftp site [here][2] | ||
This repository contains files to support the Toxicity Reference Database (ToxRefDB) v2.1 release as well as legacy information. The Toxicity Reference Database (ToxRefDB) contains in vivo study data from over | ||
5900 guideline or guideline-like studies. ToxRefDB allows scientists and the interested public to access thousands of curated animal toxicity testing results, | ||
which is a great resource for many retrospective and predictive toxicology applications. | ||
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||
The first version of ToxRefDB (ToxRefDB 1.0) was initially released as a series of spreadsheets, which are still available on [EPA’s FTP site and referenced in FigShare] | ||
(https://doi.org/10.23645/epacomptox.6062545.v1). ToxRefDB underwent significant updates that are described in the recent publication (Watford et al., 2019) and was | ||
released as ToxRefDB v2.0. ToxRefDB v2.1 is a rebuild of ToxRefDB v2.0 to correct issues discovered with the compilation script that resulted in failure to import some effects. | ||
Visit Clowder to download the complete database package. | ||
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MySQL database dump and schema can be found on the ftp site [here][3] | ||
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1. [601B22001_ToxRefDB_v2.1_UserGuide.pdf](https://nepis.epa.gov/Exe/ZyPDF.cgi/P1015KWT.PDF?Dockey=P1015KWT.PDF) | ||
This file provides information about the database development, database contents, data dictionary for all tables and fields, and sample queries to extract information from the MySQL database. | ||
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||
Below are all the files available in this repo along with a brief description: | ||
2. ToxRefDB_2_1_release_note.html | ||
This interactive .html report provides information regarding what has changed between ToxRefDB v2.0 and this new release, v2.1. Largely, v2.1 includes some minor updates and bug fixes to enhance the quality of the database. | ||
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3. Toxrefdb_2_1_study_chemical_summary.xlsx | ||
This summary flat file provides study and chemical metadata for all curated information in ToxRefDB v2.1. This file can be useful for understanding the chemical and study coverage of the current database. | ||
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* current directory | ||
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* **README.md**: this file | ||
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* **ToxRefDB_UserGuide.pdf**: a user guide that provides in-depth documentation on | ||
ToxRefDB with example use cases. | ||
|
||
* **toxref_mysql_connect.py.example**: a generic method used by scripts in this repo to | ||
connect to a MySQL server. | ||
4. Toxrefdb_2_1_erd.png | ||
This .png file visualizes the entity relation diagram (ERD) for the ToxRefDB v2.1 MySQL database schema. Users may find this file helpful for understanding joins and foreign key constraints to extract information from ToxRefDB v2.1. | ||
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5. ToxRefDB v2.1 .SQL database | ||
The entire v2.1 database is available as a MySQL (.sql) downloadable at this site for mounting to a MySQL server: (https://clowder.edap-cluster.com/datasets/61147fefe4b0856fdc65639b#folderId=62c5cfebe4b01d27e3b2d851.) Stored procedures were exported separately. | ||
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* bmd_pipeline: This directory contains code that implements the | ||
bmd pipeline using the [python-bmds][4] package. | ||
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||
* **part1_preparing_data.ipynb** (Supplemental File 8 ): load and prepare all | ||
bmd-amenable datasets from ToxRefDB | ||
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||
* **part2_running_bmds_models.ipynb** (Supplemental File 9): run BMDS models on | ||
bmd-amenable datasets from part1 | ||
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||
* **part3_uploading_results.ipynb** (Supplemental File 10): upload BMDS outputs | ||
to the database | ||
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||
|
||
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* summary_files: | ||
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||
* **bmd_tables.ipynb**: generates the spreadsheet with all bmd values, which | ||
is available on the ftp site [here][2]. | ||
|
||
* ** ***toxrefdb_bmd.xlsx: (generated with bmd_tables.ipynb) the BMD-related tables from toxrefdb_2_0. | ||
* **BMDvsPOD.Rmd**: R markdown file to generate the BMD and POD comparisons. | ||
|
||
* **cancer_effects.xlsx** (Supplemental File 11): subset of effects that were | ||
linked to the previous "endpoint_category" "carcinogenic". | ||
|
||
* **effect_groups.ipynb**: generates Supplemental File 7, which are the effect | ||
and endpoint groupings to generate PODs and associated effect levels. | ||
|
||
* ** ***effect_groups.xlsx: (generated with effect_groups.ipynb) effect groups used fo effect profiles in toxrefdb_2_0 | ||
* **endpoint_effect_mapping.xlsx** (Supplemental File 3): the endpoint and effect | ||
mapping from ToxRefDB v1 to ToxRefDB v2. | ||
|
||
* **endpoints_and_effect.ipynb**: generates Supplemental File 2, which is the | ||
ToxRefDB v2 endpoint and effect terminology along with the UMLS cross-references. | ||
|
||
* **generate_umls_file.sql**: the query used to generate, in part, | ||
Supplemental File 2. | ||
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||
* **guideline_profiles.ipynb**: generates Supplemental File 6, which are all of the guideline profiles that correspond to OCSPP 870 series health effects testing | ||
guidelines or NTP specifications. | ||
|
||
* ** ***guideline_profiles.xlsx: (generated with guideline_profiles.ipynb) the guideline profiles developed based on toxrefdb_2_0 to infer negatives and differentiate these observations from untested | ||
* **pod_tables.ipynb**: generates chemical- and study-level PODs and associated | ||
effect levels for a given effect grouping, which are available on the ftp site | ||
[here][2] | ||
|
||
|
||
* ** ***chemical_level_pods_profile1.xlsx: (generated with pod_tables.ipynb) Point of departure (POD) values by chemical entity using effect profile 1 as described in Watford et al. (submitted 2019) | ||
* ** ***chemical_level_pods_profile2.xlsx: (generated with pod_tables.ipynb) Point of departure (POD) values by chemical entity using effect profile 2 as described in Watford et al. (submitted 2019) | ||
* ** ***study_level_pods_profile1.xlsx: (generated with pod_tables.ipynb) Point of departure (POD) values by study ID using effect profile 1 as described in Watford et al. (submitted 2019) | ||
* ** ***study_level_pods_profile2.xlsx: (generated with pod_tables.ipynb) Point of departure (POD) values by study ID using effect profile 1 as described in Watford et al. (submitted 2019) | ||
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* **toxrefdb_2_0_data_dictionary.csv: defines all tables and fields in the database, and can be used as a reference to explain column headers in summary_files and study_flat_files. | ||
* **ToxRef2_0_figures.ipynb**: generates Figure 1 in the [ToxRefDB publication][1] | ||
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||
* **toxref_citations.ipynb**: generates Supplemental File 1, which are all the | ||
PubMed articles that cite the seminal 2009 ToxRefDB publications. | ||
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||
* **calculate_pods.ipynb**: systematically calculate chemical- and study-level | ||
PODs and associated effect levels for a given effect grouping. Also includes code | ||
to upload the values to a local database. | ||
|
||
* **unit_standardization.xlsx** (Supplemental File 5): export of the | ||
"unit_standardization" table, which includes the original unit extracted from | ||
the document and the corresponding corrected, standardized unit. | ||
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||
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||
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* study_flat_files: | ||
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||
* **study_files.ipynb**: generates study-level flat files that contain all | ||
information for a given study. These flat files are available on the ftp site | ||
[here][5] | ||
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||
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||
* **The study_flat_files folder contains a .xlsx file for each study unit extracted in toxrefdb_2_0. Within each .xlsx file, separate worksheets are included for: | ||
* ** ***study: study meta information | ||
* ** ***dosedTreatmentGroup: the treatment groups in the study | ||
* ** ***dosedTreatmentGroupEffect: the effects by treatment group and lifestage; only populated if effects were observed | ||
* ** ***negativeEndpoint: Negative endpoints for the study (based on logic to interpret the guideline profile for the study); only populated if a guideline profile was available for the study type/guideline | ||
* ** ***negativeEffect: Negative effects for the study (based on logic to interpret the guideline profile for the study); only populated if a guideline profile was available for the study type/guideline | ||
* ** ***pointOfDeparture: Using effect profile 2 (endpoints grouped according to endpoint category, endpoint type, or endpoint target), POD values (NEL, LEL, NOAEL, LOAEL) are reported; only populated if effects were observed | ||
* ** ***BMDContinuousInput: Input from the study for continuous BMDS version 2.7 modeling using Python-BMDS | ||
* ** ***BMDSDichotomousInput: Input from the study for dichotomous BMDS version 2.7 modeling using Python-BMDS | ||
* ** ***BMDSModels: the BMDS version 2.7 output for the input data provided from the study. Note, all models are listed, and are not filtered for whether they are recommended or not. Use with caution. | ||
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[1]: toxref_doi_or_link_to_publication | ||
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[2]: ftp://newftp.epa.gov/comptox/High_Throughput_Screening_Data/Animal_Tox_Data/current/summary_files | ||
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[3]: ftp://newftp.epa.gov/comptox/High_Throughput_Screening_Data/Animal_Tox_Data/current/MySQL | ||
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[4]: https://github.com/shapiromatron/bmds | ||
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[5]: ftp://newftp.epa.gov/comptox/High_Throughput_Screening_Data/Animal_Tox_Data/current/study_flat_files | ||
6. Toxrefdb_2_0_recalc_pod.csv | ||
This is a helper file used in the ToxRefDB_2_1_release_note.html. In the original release of ToxRefDB v2.0, points of departure (PODs) were pre-calculated as a convenience for groups of data, and within these calculations, sexes were grouped. In ToxRefDB v2.1, PODs were calculated for each sex provided. Thus, to make comparisons of PODs calculated from multiple studies between ToxRefDB v2.0 and v2.1, PODs were re-calculated for ToxRefDB v2.0 using the same approach as in v2.1; these re-calculated PODs are stored in this file. |
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Original file line number | Diff line number | Diff line change |
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# Toxicity Reference Database (ToxRefDB) 2.0 | ||
|
||
README | ||
|
||
* February 22, 2019 | ||
* Contact: [email protected] | ||
|
||
This repository contains documentation, code, and examples | ||
for [Toxicity Reference Database (ToxRefDB)][1]. | ||
Some of the files in this repo | ||
are part of the supplemental materials for the linked publication and are labeled here | ||
accordingly. | ||
|
||
|
||
Summary data files can be found on the ftp site [here][2] | ||
|
||
|
||
MySQL database dump and schema can be found on the ftp site [here][3] | ||
|
||
|
||
|
||
Below are all the files available in this repo along with a brief description: | ||
|
||
|
||
* current directory | ||
|
||
* **README.md**: this file | ||
|
||
* **ToxRefDB_UserGuide.pdf**: a user guide that provides in-depth documentation on | ||
ToxRefDB with example use cases. | ||
|
||
* **toxref_mysql_connect.py.example**: a generic method used by scripts in this repo to | ||
connect to a MySQL server. | ||
|
||
|
||
|
||
* bmd_pipeline: This directory contains code that implements the | ||
bmd pipeline using the [python-bmds][4] package. | ||
|
||
* **part1_preparing_data.ipynb** (Supplemental File 8 ): load and prepare all | ||
bmd-amenable datasets from ToxRefDB | ||
|
||
* **part2_running_bmds_models.ipynb** (Supplemental File 9): run BMDS models on | ||
bmd-amenable datasets from part1 | ||
|
||
* **part3_uploading_results.ipynb** (Supplemental File 10): upload BMDS outputs | ||
to the database | ||
|
||
|
||
|
||
* summary_files: | ||
|
||
* **bmd_tables.ipynb**: generates the spreadsheet with all bmd values, which | ||
is available on the ftp site [here][2]. | ||
|
||
* ** ***toxrefdb_bmd.xlsx: (generated with bmd_tables.ipynb) the BMD-related tables from toxrefdb_2_0. | ||
* **BMDvsPOD.Rmd**: R markdown file to generate the BMD and POD comparisons. | ||
|
||
* **cancer_effects.xlsx** (Supplemental File 11): subset of effects that were | ||
linked to the previous "endpoint_category" "carcinogenic". | ||
|
||
* **effect_groups.ipynb**: generates Supplemental File 7, which are the effect | ||
and endpoint groupings to generate PODs and associated effect levels. | ||
|
||
* ** ***effect_groups.xlsx: (generated with effect_groups.ipynb) effect groups used fo effect profiles in toxrefdb_2_0 | ||
* **endpoint_effect_mapping.xlsx** (Supplemental File 3): the endpoint and effect | ||
mapping from ToxRefDB v1 to ToxRefDB v2. | ||
|
||
* **endpoints_and_effect.ipynb**: generates Supplemental File 2, which is the | ||
ToxRefDB v2 endpoint and effect terminology along with the UMLS cross-references. | ||
|
||
* **generate_umls_file.sql**: the query used to generate, in part, | ||
Supplemental File 2. | ||
|
||
* **guideline_profiles.ipynb**: generates Supplemental File 6, which are all of the guideline profiles that correspond to OCSPP 870 series health effects testing | ||
guidelines or NTP specifications. | ||
|
||
* ** ***guideline_profiles.xlsx: (generated with guideline_profiles.ipynb) the guideline profiles developed based on toxrefdb_2_0 to infer negatives and differentiate these observations from untested | ||
* **pod_tables.ipynb**: generates chemical- and study-level PODs and associated | ||
effect levels for a given effect grouping, which are available on the ftp site | ||
[here][2] | ||
|
||
|
||
* ** ***chemical_level_pods_profile1.xlsx: (generated with pod_tables.ipynb) Point of departure (POD) values by chemical entity using effect profile 1 as described in Watford et al. (submitted 2019) | ||
* ** ***chemical_level_pods_profile2.xlsx: (generated with pod_tables.ipynb) Point of departure (POD) values by chemical entity using effect profile 2 as described in Watford et al. (submitted 2019) | ||
* ** ***study_level_pods_profile1.xlsx: (generated with pod_tables.ipynb) Point of departure (POD) values by study ID using effect profile 1 as described in Watford et al. (submitted 2019) | ||
* ** ***study_level_pods_profile2.xlsx: (generated with pod_tables.ipynb) Point of departure (POD) values by study ID using effect profile 1 as described in Watford et al. (submitted 2019) | ||
|
||
* **toxrefdb_2_0_data_dictionary.csv: defines all tables and fields in the database, and can be used as a reference to explain column headers in summary_files and study_flat_files. | ||
* **ToxRef2_0_figures.ipynb**: generates Figure 1 in the [ToxRefDB publication][1] | ||
|
||
* **toxref_citations.ipynb**: generates Supplemental File 1, which are all the | ||
PubMed articles that cite the seminal 2009 ToxRefDB publications. | ||
|
||
* **calculate_pods.ipynb**: systematically calculate chemical- and study-level | ||
PODs and associated effect levels for a given effect grouping. Also includes code | ||
to upload the values to a local database. | ||
|
||
* **unit_standardization.xlsx** (Supplemental File 5): export of the | ||
"unit_standardization" table, which includes the original unit extracted from | ||
the document and the corresponding corrected, standardized unit. | ||
|
||
|
||
|
||
|
||
* study_flat_files: | ||
|
||
* **study_files.ipynb**: generates study-level flat files that contain all | ||
information for a given study. These flat files are available on the ftp site | ||
[here][5] | ||
|
||
|
||
* **The study_flat_files folder contains a .xlsx file for each study unit extracted in toxrefdb_2_0. Within each .xlsx file, separate worksheets are included for: | ||
* ** ***study: study meta information | ||
* ** ***dosedTreatmentGroup: the treatment groups in the study | ||
* ** ***dosedTreatmentGroupEffect: the effects by treatment group and lifestage; only populated if effects were observed | ||
* ** ***negativeEndpoint: Negative endpoints for the study (based on logic to interpret the guideline profile for the study); only populated if a guideline profile was available for the study type/guideline | ||
* ** ***negativeEffect: Negative effects for the study (based on logic to interpret the guideline profile for the study); only populated if a guideline profile was available for the study type/guideline | ||
* ** ***pointOfDeparture: Using effect profile 2 (endpoints grouped according to endpoint category, endpoint type, or endpoint target), POD values (NEL, LEL, NOAEL, LOAEL) are reported; only populated if effects were observed | ||
* ** ***BMDContinuousInput: Input from the study for continuous BMDS version 2.7 modeling using Python-BMDS | ||
* ** ***BMDSDichotomousInput: Input from the study for dichotomous BMDS version 2.7 modeling using Python-BMDS | ||
* ** ***BMDSModels: the BMDS version 2.7 output for the input data provided from the study. Note, all models are listed, and are not filtered for whether they are recommended or not. Use with caution. | ||
|
||
|
||
|
||
[1]: toxref_doi_or_link_to_publication | ||
|
||
[2]: ftp://newftp.epa.gov/comptox/High_Throughput_Screening_Data/Animal_Tox_Data/current/summary_files | ||
|
||
[3]: ftp://newftp.epa.gov/comptox/High_Throughput_Screening_Data/Animal_Tox_Data/current/MySQL | ||
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||
[4]: https://github.com/shapiromatron/bmds | ||
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[5]: ftp://newftp.epa.gov/comptox/High_Throughput_Screening_Data/Animal_Tox_Data/current/study_flat_files |
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