clinvar-database

Retrieve ClinVar variant and clinical significance evidence by gene, position, condition, and classification.

783|65|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/LeonChaoX/qinyan-academic-skills --skill clinvar-database-leonchaox
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: clinvar-database
Source: https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/07-%E4%B8%B4%E5%BA%8A%E5%8C%BB%E5%AD%A6%E4%B8%8E%E7%B2%BE%E5%87%86%E5%8C%BB%E7%96%97/clinvar-database
Command: npx skills add https://github.com/LeonChaoX/qinyan-academic-skills --skill clinvar-database-leonchaox

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

ClinVar variant interpretation is hard to search, filter, and map into usable evidence for genetics research and genomic annotation workflows.

Core Features & Use Cases

  • ClinVar search for variants and classifications: Query by gene, variant, condition, clinical significance, or genomic location using the ClinVar web interface or NCBI E-utilities.
  • Interpret clinical significance and review confidence: Translate CLNSIG and review status (star ratings) into actionable research filtering logic, including how to handle VUS and conflicting submissions.
  • Annotate and analyze variant call sets: Download bulk ClinVar datasets (XML/VCF/tab-delimited) and filter/annotate VCFs via tools like bcftools or parse XML/tabular data for downstream analysis.

Quick Start

Use clinvar-database to search for all ClinVar pathogenic variants in BRCA1 and return the most reliable records based on review status, then use the results to guide your variant annotation strategy.

Frequently Asked Questions about clinvar-database

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

FAQPage Schema
How do I query ClinVar variants by gene and filter for high confidence pathogenicity records?

Query ClinVar variants by gene, condition, or genomic location using NCBI E-utilities like esearch and esummary. Filter pathogenicity records by interpreting CLNSIG classifications and review status star ratings to identify the most reliable results for your research.

What is the best way to annotate a VCF file with ClinVar pathogenicity data?

Annotate VCF files with ClinVar pathogenicity data by downloading bulk ClinVar datasets in VCF format. Filter and annotate variant call sets using tools like bcftools to parse tab-delimited data or XML for downstream genomic analysis.

How does ClinVar review status and star rating work for interpreting clinical significance?

ClinVar review status uses star ratings to indicate the level of assertion confidence. Translate CLNSIG values and review statuses into actionable filtering logic, applying conflict-aware handling for submissions with differing pathogenicity interpretations or VUS classifications.

Can I use NCBI E-utilities to retrieve bulk ClinVar datasets in XML format?

Retrieve bulk ClinVar datasets in XML format using NCBI E-utilities such as efetch and elink, or via FTP bulk downloads. Parse the XML or tab-delimited files to extract variant evidence while tracking genome build and review status for accurate interpretation.

How do I handle conflicting pathogenicity submissions when filtering ClinVar variants?

Handle conflicting pathogenicity submissions in ClinVar variants by applying conflict-aware logic during interpretation. Evaluate clinical significance and review confidence statuses together to filter VUS and conflicting records effectively for genomic annotation workflows.

Do I need to specify a genome build when parsing ClinVar XML or VCF bulk data?

Specify the genome build when parsing ClinVar XML or VCF bulk data to ensure accurate genomic coordinate mapping. Tracking the genome build alongside review status during bulk dataset processing prevents alignment errors in variant annotation workflows.