Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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
_version_ 1784866698400104448
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
work_keys_str_mv AT bhalladiksha dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT steijaertmarvinn dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT poppelaarseefjes dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT teunismarc dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT vandervoetmonique dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT corradimarie dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT deviereelisabeth dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT noothoutluke dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT tomassenwilco dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT rooseboommartijn dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT curriericharda dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT krulcyrille dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT pietersraymond dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT vannoortvera dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds
AT wildwatermarjolein dartpathsaninsilicoplatformtoinvestigatemolecularmechanismsofcompounds