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.

Documentation

Links