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GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles

The Comparative Toxicogenomics Database is a public resource that promotes understanding about the effects of environmental chemicals on human health. Currently, CTD describes over 184,000 molecular interactions for more than 5,100 chemicals and 16,300 genes/proteins. We have leveraged this dataset...

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Detalles Bibliográficos
Autores principales: Davis, Allan Peter, Murphy, Cynthia G, Saraceni-Richards, Cynthia A, Rosenstein, Michael C, Wiegers, Thomas C, Hampton, Thomas H, Mattingly, Carolyn J
Formato: Texto
Lenguaje:English
Publicado: Biomedical Informatics Publishing Group 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2825594/
https://www.ncbi.nlm.nih.gov/pubmed/20198196
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author Davis, Allan Peter
Murphy, Cynthia G
Saraceni-Richards, Cynthia A
Rosenstein, Michael C
Wiegers, Thomas C
Hampton, Thomas H
Mattingly, Carolyn J
author_facet Davis, Allan Peter
Murphy, Cynthia G
Saraceni-Richards, Cynthia A
Rosenstein, Michael C
Wiegers, Thomas C
Hampton, Thomas H
Mattingly, Carolyn J
author_sort Davis, Allan Peter
collection PubMed
description The Comparative Toxicogenomics Database is a public resource that promotes understanding about the effects of environmental chemicals on human health. Currently, CTD describes over 184,000 molecular interactions for more than 5,100 chemicals and 16,300 genes/proteins. We have leveraged this dataset of chemical-gene relationships to compute similarity indices following the statistical method of the Jaccard index. These scores are used to produce lists of comparable genes (“GeneComps”) or chemicals (“ChemComps”) based on shared toxicogenomic profiles. GeneComps and ChemComps are now provided for every curated gene and chemical in CTD. ChemComps are particularly significant because they provide a way to group chemicals based upon their biological effects, instead of their physical or structural properties. These metrics provide a novel way to view and classify genes and chemicals and will help advance testable hypotheses about environmental chemical-genedisease networks. AVAILABILITY: CTD is freely available at http://ctd.mdibl.org/
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spelling pubmed-28255942010-03-02 GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles Davis, Allan Peter Murphy, Cynthia G Saraceni-Richards, Cynthia A Rosenstein, Michael C Wiegers, Thomas C Hampton, Thomas H Mattingly, Carolyn J Bioinformation Database The Comparative Toxicogenomics Database is a public resource that promotes understanding about the effects of environmental chemicals on human health. Currently, CTD describes over 184,000 molecular interactions for more than 5,100 chemicals and 16,300 genes/proteins. We have leveraged this dataset of chemical-gene relationships to compute similarity indices following the statistical method of the Jaccard index. These scores are used to produce lists of comparable genes (“GeneComps”) or chemicals (“ChemComps”) based on shared toxicogenomic profiles. GeneComps and ChemComps are now provided for every curated gene and chemical in CTD. ChemComps are particularly significant because they provide a way to group chemicals based upon their biological effects, instead of their physical or structural properties. These metrics provide a novel way to view and classify genes and chemicals and will help advance testable hypotheses about environmental chemical-genedisease networks. AVAILABILITY: CTD is freely available at http://ctd.mdibl.org/ Biomedical Informatics Publishing Group 2009-10-15 /pmc/articles/PMC2825594/ /pubmed/20198196 Text en © 2009 Biomedical Informatics Publishing Group This is an open-access article, which permits unrestricted use, distribution, and reproduction in any medium, for non-commercial purposes, provided the original author and source are credited.
spellingShingle Database
Davis, Allan Peter
Murphy, Cynthia G
Saraceni-Richards, Cynthia A
Rosenstein, Michael C
Wiegers, Thomas C
Hampton, Thomas H
Mattingly, Carolyn J
GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles
title GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles
title_full GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles
title_fullStr GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles
title_full_unstemmed GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles
title_short GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles
title_sort genecomps and chemcomps: a new ctd metric to identify genes and chemicals with shared toxicogenomic profiles
topic Database
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2825594/
https://www.ncbi.nlm.nih.gov/pubmed/20198196
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