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DARTpaths, an in silico platform to investigate molecular mechanisms of compounds
SUMMARY: Xpaths is a collection of algorithms that allow for the prediction of compound-induced molecular mechanisms of action by integrating phenotypic endpoints of different species; and proposes follow-up tests for model organisms to validate these pathway predictions. The Xpaths algorithms are a...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825785/ https://www.ncbi.nlm.nih.gov/pubmed/36477801 http://dx.doi.org/10.1093/bioinformatics/btac767 |
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author | Bhalla, Diksha Steijaert, Marvin N Poppelaars, Eefje S Teunis, Marc van der Voet, Monique Corradi, Marie Dévière, Elisabeth Noothout, Luke Tomassen, Wilco Rooseboom, Martijn Currie, Richard A Krul, Cyrille Pieters, Raymond van Noort, Vera Wildwater, Marjolein |
author_facet | Bhalla, Diksha Steijaert, Marvin N Poppelaars, Eefje S Teunis, Marc van der Voet, Monique Corradi, Marie Dévière, Elisabeth Noothout, Luke Tomassen, Wilco Rooseboom, Martijn Currie, Richard A Krul, Cyrille Pieters, Raymond van Noort, Vera Wildwater, Marjolein |
author_sort | Bhalla, Diksha |
collection | PubMed |
description | SUMMARY: Xpaths is a collection of algorithms that allow for the prediction of compound-induced molecular mechanisms of action by integrating phenotypic endpoints of different species; and proposes follow-up tests for model organisms to validate these pathway predictions. The Xpaths algorithms are applied to predict developmental and reproductive toxicity (DART) and implemented into an in silico platform, called DARTpaths. AVAILABILITY AND IMPLEMENTATION: All code is available on GitHub https://github.com/Xpaths/dartpaths-app under Apache license 2.0, detailed overview with demo is available at https://www.vivaltes.com/dartpaths/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-9825785 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-98257852023-01-10 DARTpaths, an in silico platform to investigate molecular mechanisms of compounds Bhalla, Diksha Steijaert, Marvin N Poppelaars, Eefje S Teunis, Marc van der Voet, Monique Corradi, Marie Dévière, Elisabeth Noothout, Luke Tomassen, Wilco Rooseboom, Martijn Currie, Richard A Krul, Cyrille Pieters, Raymond van Noort, Vera Wildwater, Marjolein Bioinformatics Applications Note SUMMARY: Xpaths is a collection of algorithms that allow for the prediction of compound-induced molecular mechanisms of action by integrating phenotypic endpoints of different species; and proposes follow-up tests for model organisms to validate these pathway predictions. The Xpaths algorithms are applied to predict developmental and reproductive toxicity (DART) and implemented into an in silico platform, called DARTpaths. AVAILABILITY AND IMPLEMENTATION: All code is available on GitHub https://github.com/Xpaths/dartpaths-app under Apache license 2.0, detailed overview with demo is available at https://www.vivaltes.com/dartpaths/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2022-12-08 /pmc/articles/PMC9825785/ /pubmed/36477801 http://dx.doi.org/10.1093/bioinformatics/btac767 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Applications Note Bhalla, Diksha Steijaert, Marvin N Poppelaars, Eefje S Teunis, Marc van der Voet, Monique Corradi, Marie Dévière, Elisabeth Noothout, Luke Tomassen, Wilco Rooseboom, Martijn Currie, Richard A Krul, Cyrille Pieters, Raymond van Noort, Vera Wildwater, Marjolein DARTpaths, an in silico platform to investigate molecular mechanisms of compounds |
title | DARTpaths, an in silico platform to investigate molecular mechanisms of compounds |
title_full | DARTpaths, an in silico platform to investigate molecular mechanisms of compounds |
title_fullStr | DARTpaths, an in silico platform to investigate molecular mechanisms of compounds |
title_full_unstemmed | DARTpaths, an in silico platform to investigate molecular mechanisms of compounds |
title_short | DARTpaths, an in silico platform to investigate molecular mechanisms of compounds |
title_sort | dartpaths, an in silico platform to investigate molecular mechanisms of compounds |
topic | Applications Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825785/ https://www.ncbi.nlm.nih.gov/pubmed/36477801 http://dx.doi.org/10.1093/bioinformatics/btac767 |
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