rDGIdb
rDGIdb queries the Drug Gene Interaction Database (DGIdb) from R/Bioconductor to retrieve drug–gene interaction annotations for interpreting DNA aberrations identified by next-generation sequencing (NGS).
Key Features:
- R/Bioconductor wrapper: Implements functions to query DGIdb directly from the R/Bioconductor environment.
- Comprehensive data aggregation: Accesses DGIdb, which aggregates drug–gene interaction data from 15 source databases.
- Filtering capabilities: Supports filtering of drug–gene interactions at multiple levels to refine query results.
- Automation of queries: Enables automated DGIdb queries that can be incorporated into NGS analysis pipelines.
Scientific Applications:
- Drug–gene annotation: Annotates genes bearing aberrations with known drug interactions to inform downstream analysis.
- Target identification: Identifies potential gene targets and associated drugs within aberrated genes or pathways.
- Precision medicine support: Facilitates exploration of therapeutic options linked to specific genomic alterations for precision-medicine investigations.
Methodology:
Queries DGIdb via R/Bioconductor functions using gene or pathway input derived from NGS analyses to retrieve matching drug–gene interactions and supports automation of these queries within NGS pipelines.
Topics
Collections
Details
- License:
- MIT
- Tool Type:
- command-line tool, library
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- R
- Added:
- 1/17/2017
- Last Updated:
- 12/10/2018
Operations
Publications
Thurnherr T, Singer F, Stekhoven DJ, Beerenwinkel N. Genomic variant annotation workflow for clinical applications. F1000Research. 2016;5:1963. doi:10.12688/f1000research.9357.1. PMID:27990260. PMCID:PMC5130070.