CONQUER
CONQUER facilitates comprehensive interpretation of the functional consequences of GWAS hits, with emphasis on variants in non-coding and intergenic regions.
Key Features:
- Genome build alignment: Aggregates and aligns data to the GRCh38/hg38 reference build.
- Data integration: Integrates static and dynamic repositories including GTExPortal, the Epigenomics Project, the 4D genome database, and genome browsers.
- Non-coding/intergenic focus: Emphasizes interpretation of single nucleotide polymorphisms (SNPs) located in non-coding and intergenic regions.
- Multi‑SNP and network analysis: Analyzes multiple SNPs simultaneously and represents risk loci as interconnected network elements.
- Interactive visualization: Produces interactive visual data representations to explore underlying datasets and relationships among variants.
- Regulatory inference: Integrates epigenomic and expression data to support inference of regulatory mechanisms affecting gene expression.
- Tissue-specific expression linking: Links SNPs to gene expression patterns across tissues using GTExPortal data.
Scientific Applications:
- Interpretation of non-coding GWAS hits: Elucidates potential functional consequences of GWAS-identified variants outside coding regions.
- Tissue-specific expression analysis: Associates SNPs with tissue-specific gene expression profiles via GTExPortal.
- Epigenetic mechanism inference: Combines epigenomic datasets to infer regulatory mechanisms underlying variant effects.
- 3D genome interaction exploration: Uses 4D genome data to assess spatial genome organization relevant to variant function.
- Variant and locus prioritization: Aids prioritization of candidate causal variants and risk loci from GWAS results.
- Network-level genetic analysis: Supports evaluation of how multiple risk loci interact within broader regulatory networks.
Methodology:
Aggregates data from static and dynamic repositories aligned to GRCh38/hg38 (including GTExPortal, Epigenomics Project, 4D genome database, and genome browsers), performs simultaneous multi‑SNP analysis treating loci as interconnected network elements, and generates interactive visualizations for dataset exploration.
Topics
Details
- Tool Type:
- workflow
- Programming Languages:
- R
- Added:
- 3/19/2021
- Last Updated:
- 4/26/2021
Operations
Publications
Bouland GA, Beulens JWJ, Nap J, van der Slik AR, Zaldumbide A, ’t Hart LM, Slieker RC. CONQUER: an interactive toolbox to understand functional consequences of GWAS hits. NAR Genomics and Bioinformatics. 2020;2(4). doi:10.1093/nargab/lqaa085. PMID:33575630. PMCID:PMC7671384.