CTDquerier

CTDquerier facilitates extraction, integration, visualization, and enrichment analysis of data from the Comparative Toxicogenomics Database (CTD) to support analysis of chemical-gene and chemical-disease relationships within R/Bioconductor workflows.


Key Features:

  • Data Integration: Download and integrate CTD (Comparative Toxicogenomics Database) data into R/Bioconductor analysis pipelines.
  • Enrichment Analysis: Perform enrichment analyses at the chemical-gene and chemical-disease levels to generate hypotheses about causal pathways linking chemicals to diseases.
  • Visualization Tools: Provide built-in visualization functions for representing CTD-derived chemical-gene and chemical-disease data.

Scientific Applications:

  • Chemical–disease etiology (e.g., asthma): Enable investigation of etiological links between environmental chemicals and human diseases such as asthma.
  • Toxicology and toxicogenomics: Support toxicology and toxicogenomics studies by mapping chemical interactions with genes and diseases.
  • Genomics and epidemiology: Support genomics and epidemiology research through enrichment analyses and integration with R/Bioconductor tools.

Methodology:

Functions extract and download curated CTD data, integrate it into R/Bioconductor objects, perform chemical-gene and chemical-disease enrichment analyses, and generate visualizations, with implementations designed to handle large datasets efficiently.

Topics

Details

Tool Type:
library
Operating Systems:
Linux, Windows, Mac
Programming Languages:
R
Added:
6/1/2018
Last Updated:
11/24/2024

Operations

Publications

Hernandez-Ferrer C, Gonzalez JR. <tt>CTDquerier</tt>: a bioconductor R package for Comparative Toxicogenomics DatabaseTM data extraction, visualization and enrichment of environmental and toxicological studies. Bioinformatics. 2018;34(18):3235-3237. doi:10.1093/bioinformatics/bty326. PMID:29688259. PMCID:PMC6137994.

PMID: 29688259
PMCID: PMC6137994
Funding: - Spanish Ministry of Economy and Competitiveness: MTM2015-68140-R - European Commission FP7: GA#308333 - National Institutes of Mental Health: NIMH R01MH107205

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