GWAS Central
GWAS Central aggregates summary-level genome-wide association study (GWAS) data and standardized phenotype annotations to support discovery and comparative analysis of genotype–phenotype associations.
Key Features:
- Summary-level GWAS repository: Houses over 70 million P-values from more than 3,800 studies covering approximately 1,400 unique phenotypes.
- Data curation and acquisition: Curates datasets via direct submissions from GWAS authors and consortia and by aggregating publicly available GWAS datasets.
- Multiple discovery perspectives: Enables discovery of associations by genetic markers, genes, genome regions, and phenotypes.
- Integrated genome browser: Visualizes tested genetic markers and relevant genomic features across up to sixteen association datasets in a single view.
- Semantic phenotype standardization: Standardizes phenotype descriptions using Medical Subject Headings (MeSH) and the Human Phenotype Ontology (HPO).
- Harmonized cross-database phenotype mapping: Harmonizes phenotype descriptions across GWAS-related resources to extend cross-database study discovery.
- Graphical visualizations and downloadable reports: Provides graphical visualizations and detailed downloadable reports of association results.
- Study metadata files: Supplies complete Study metadata files to support data citation research and tracking of researcher contributions.
- Regular updates: Updates the content regularly to incorporate new findings and maintain dataset relevance.
Scientific Applications:
- Genotype–phenotype association discovery: Identify and evaluate genetic variant associations with diseases, phenotypes, and traits using summary-level P-values.
- Comparative analysis across studies: Compare association patterns across multiple GWAS datasets to support comparative analyses and meta-interpretation.
- Cross-database study discovery: Facilitate discovery of related studies across resources through MeSH- and HPO-based phenotype harmonization.
- Data citation and contribution tracking: Support data citation research and attribution tracking using Study metadata files.
- GWAS data discovery projects: Enable data discovery projects investigating the genetic architecture of complex traits and diseases.
Methodology:
Curates summary-level GWAS association statistics (P-values) from direct author/consortium submissions and public sources, applies semantic standardization of phenotype descriptions using MeSH and HPO, renders multi-dataset visualization via an integrated genome browser (up to sixteen datasets), and provides Study metadata files; the resource is updated regularly.
Topics
Details
- Tool Type:
- web application
- Added:
- 1/9/2020
- Last Updated:
- 11/24/2024
Operations
Publications
Beck T, Shorter T, Brookes AJ. GWAS Central: a comprehensive resource for the discovery and comparison of genotype and phenotype data from genome-wide association studies. Nucleic Acids Research. 2019. doi:10.1093/nar/gkz895. PMID:31612961. PMCID:PMC7145571.