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GeneComps and ChemComps: a new CTD metric to identify genes and chemicals with shared toxicogenomic profiles
- Source :
- Bioinformation
- Publication Year :
- 2009
-
Abstract
- UNLABELLED 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/
- Subjects :
- 0303 health sciences
Molecular interactions
Jaccard index
chemical
Computer science
toxicogenomic
General Medicine
Computational biology
curation
computer.software_genre
Database
03 medical and health sciences
Human health
0302 clinical medicine
030220 oncology & carcinogenesis
CTD
Data mining
Metric (unit)
Toxicogenomics
gene
Gene
computer
030304 developmental biology
Public resource
Subjects
Details
- ISSN :
- 09732063
- Volume :
- 4
- Issue :
- 4
- Database :
- OpenAIRE
- Journal :
- Bioinformation
- Accession number :
- edsair.doi.dedup.....1309410dbcb7463e485a257f0df9e324