snpXplorer
snpXplorer facilitates exploration of single nucleotide polymorphism (SNP) associations from genome-wide association studies (GWAS) and integrates multi-source genomic annotations to support functional interpretation, variant-to-gene mapping, and gene-set enrichment analysis.
Key Features:
- Integration and Comparison of GWAS Data: Superimposes association statistics from multiple GWAS to compare SNP associations across traits and studies.
- Functional Annotation of SNPs: Provides regional annotations including structural variations, recombination rates, expression quantitative trait loci (eQTL), linkage disequilibrium patterns, and gene expression across tissues.
- Variant-to-Gene Mapping: Maps input lists of SNPs to candidate genes to associate variants with genes.
- Gene-Set Enrichment Analysis: Performs gene-set enrichment analysis to identify molecular pathways overrepresented among genes linked to input SNPs.
Scientific Applications:
- Genetic Association Studies: Integrates multiple GWAS and functional annotations to identify significant genetic variants and interpret their functional roles in human phenotypes.
- Cross-Trait Comparison: Compares SNP associations across traits to aid interpretation of genotype–phenotype relationships.
Methodology:
Computational steps explicitly include overlaying GWAS association statistics, functional annotation of SNPs (structural variation, recombination rates, eQTL, linkage disequilibrium, gene expression), and gene-set enrichment analysis.
Topics
Details
- Programming Languages:
- R, Python
- Added:
- 1/18/2021
- Last Updated:
- 2/20/2021
Operations
Publications
Tesi N, van der Lee SJ, Hulsman M, Holstege H, Reinders M. <i>snpXplorer</i>: a web application to explore SNP-associations and annotate SNP-sets. Unknown Journal. 2020. doi:10.1101/2020.11.11.377879.