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AOP-helpFinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development

MOTIVATION: Adverse outcome pathways (AOPs) are a conceptual framework developed to support the use of alternative toxicology approaches in the risk assessment. AOPs are structured linear organizations of existing knowledge illustrating causal pathways from the initial molecular perturbation trigger...

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Autores principales: Jornod, Florence, Jaylet, Thomas, Blaha, Ludek, Sarigiannis, Denis, Tamisier, Luc, Audouze, Karine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8796376/
https://www.ncbi.nlm.nih.gov/pubmed/34718414
http://dx.doi.org/10.1093/bioinformatics/btab750
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author Jornod, Florence
Jaylet, Thomas
Blaha, Ludek
Sarigiannis, Denis
Tamisier, Luc
Audouze, Karine
author_facet Jornod, Florence
Jaylet, Thomas
Blaha, Ludek
Sarigiannis, Denis
Tamisier, Luc
Audouze, Karine
author_sort Jornod, Florence
collection PubMed
description MOTIVATION: Adverse outcome pathways (AOPs) are a conceptual framework developed to support the use of alternative toxicology approaches in the risk assessment. AOPs are structured linear organizations of existing knowledge illustrating causal pathways from the initial molecular perturbation triggered by various stressors, through key events (KEs) at different levels of biology, to the ultimate health or ecotoxicological adverse outcome. RESULTS: Artificial intelligence can be used to systematically explore available toxicological data that can be parsed in the scientific literature. Recently, a tool called AOP-helpFinder was developed to identify associations between stressors and KEs supporting thus documentation of AOPs. To facilitate the utilization of this advanced bioinformatics tool by the scientific and the regulatory community, a webserver was created. The proposed AOP-helpFinder webserver uses better performing version of the tool which reduces the need for manual curation of the obtained results. As an example, the server was successfully applied to explore relationships of a set of endocrine disruptors with metabolic-related events. The AOP-helpFinder webserver assists in a rapid evaluation of existing knowledge stored in the PubMed database, a global resource of scientific information, to build AOPs and Adverse Outcome Networks supporting the chemical risk assessment. AVAILABILITY AND IMPLEMENTATION: AOP-helpFinder is available at http://aop-helpfinder.u-paris-sciences.fr/index.php SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-87963762022-01-31 AOP-helpFinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development Jornod, Florence Jaylet, Thomas Blaha, Ludek Sarigiannis, Denis Tamisier, Luc Audouze, Karine Bioinformatics Applications Notes MOTIVATION: Adverse outcome pathways (AOPs) are a conceptual framework developed to support the use of alternative toxicology approaches in the risk assessment. AOPs are structured linear organizations of existing knowledge illustrating causal pathways from the initial molecular perturbation triggered by various stressors, through key events (KEs) at different levels of biology, to the ultimate health or ecotoxicological adverse outcome. RESULTS: Artificial intelligence can be used to systematically explore available toxicological data that can be parsed in the scientific literature. Recently, a tool called AOP-helpFinder was developed to identify associations between stressors and KEs supporting thus documentation of AOPs. To facilitate the utilization of this advanced bioinformatics tool by the scientific and the regulatory community, a webserver was created. The proposed AOP-helpFinder webserver uses better performing version of the tool which reduces the need for manual curation of the obtained results. As an example, the server was successfully applied to explore relationships of a set of endocrine disruptors with metabolic-related events. The AOP-helpFinder webserver assists in a rapid evaluation of existing knowledge stored in the PubMed database, a global resource of scientific information, to build AOPs and Adverse Outcome Networks supporting the chemical risk assessment. AVAILABILITY AND IMPLEMENTATION: AOP-helpFinder is available at http://aop-helpfinder.u-paris-sciences.fr/index.php SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-10-30 /pmc/articles/PMC8796376/ /pubmed/34718414 http://dx.doi.org/10.1093/bioinformatics/btab750 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Applications Notes
Jornod, Florence
Jaylet, Thomas
Blaha, Ludek
Sarigiannis, Denis
Tamisier, Luc
Audouze, Karine
AOP-helpFinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development
title AOP-helpFinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development
title_full AOP-helpFinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development
title_fullStr AOP-helpFinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development
title_full_unstemmed AOP-helpFinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development
title_short AOP-helpFinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development
title_sort aop-helpfinder webserver: a tool for comprehensive analysis of the literature to support adverse outcome pathways development
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8796376/
https://www.ncbi.nlm.nih.gov/pubmed/34718414
http://dx.doi.org/10.1093/bioinformatics/btab750
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