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.
Documentation
Downloads
- Software packageVersion: 2.6.0https://bioconductor.org/packages/release/bioc/src/contrib/CTDquerier_2.6.0.tar.gz