gwas-database

Query the GWAS Catalog REST API for SNP-trait associations and summary statistics.

18|1|Updated Dec 27, 2025
One-click install
npx skills add https://github.com/LogauaEngstrom/claude-scientific-skills --skill gwas-database-logauaengstrom
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gwas-database
Source: https://github.com/LogauaEngstrom/claude-scientific-skills/tree/main/scientific-skills/gwas-database
Command: npx skills add https://github.com/LogauaEngstrom/claude-scientific-skills --skill gwas-database-logauaengstrom

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

GWAS data lives across multiple sources; this Skill unifies access to SNP-trait associations, study metadata, and summary statistics via the GWAS Catalog to support genetic epidemiology and polygenic risk analyses.

Core Features & Use Cases

  • Search by variant (rsID), trait (EFO), gene, or genomic region to fetch associations.
  • Retrieve p-values, effect sizes, and study metadata for downstream risk scoring and meta-analyses.
  • Access summary statistics via REST API or FTP downloads for comprehensive analyses.
  • Cross-reference variants with nearby genes, annotations, and external resources to support functional interpretation.

Quick Start

Query the GWAS Catalog for a trait or variant and return the top associations with p-values.

Frequently Asked Questions about gwas-database

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I retrieve SNP-trait associations from the GWAS Catalog?

To retrieve SNP-trait associations from the GWAS Catalog, query the REST API by variant rsID, trait (EFO), gene, or genomic region. This returns p-values, effect sizes, and study metadata with pagination and p-value filtering options.

Can I download GWAS summary statistics for polygenic risk score development?

Yes, you can download GWAS summary statistics for polygenic risk score development via REST API access or FTP downloads. This supports comprehensive downstream analyses like risk scoring and meta-analyses across populations.

What is the best way to search GWAS data by EFO trait or genomic region?

The best way to search GWAS data by EFO trait or genomic region is using the GWAS Catalog REST API. It allows targeted queries to fetch matching associations, study metadata, and variant annotations for functional interpretation.

Does the GWAS Catalog API provide effect sizes and study metadata for variant-centered reviews?

Yes, the GWAS Catalog API provides effect sizes and study metadata for variant-centered reviews. Querying by rsID or gene retrieves comprehensive association data, enabling cross-referencing with nearby genes and external resources.

How do p-value filtering and pagination work when querying GWAS summary statistics?

P-value filtering and pagination work by structuring REST API queries to limit GWAS summary statistics results to significant associations. This manages large genomic datasets efficiently during genetic epidemiology research and variant analysis.

Are there limitations to accessing GWAS data across multiple sources for genetic epidemiology research?

A limitation of accessing GWAS data across multiple sources is the need to unify disparate datasets. This Skill addresses it by providing consolidated REST API access to the GWAS Catalog for studies, associations, variants, and traits.