RAVAR

RAVAR curates a comprehensive repository of published rare variant–trait associations to enable analysis of gene- and variant-level contributions to complex traits.


Key Features:

  • Dataset size: Contains 95,047 high-quality rare variant associations compiled from 245 publications.
  • Trait coverage: Records associations for 4,429 reported traits.
  • Association types: Includes 76,186 gene-level associations and 18,861 variant-level (SNP) associations.
  • Provenance of findings: Aggregates associations reported from large-scale datasets including the UK Biobank and studies employing rare variant–trait association testing methods.
  • Ontology indexing: Uses an Exploring Functional Ontology (EFO) tree structure for ontology-based indexing and retrieval of study annotations.
  • Annotation detail: Provides detailed gene and SNP information for each reported association.
  • Visualization: Integrates visualization tools including Manhattan plots for graphical representation of association results.

Scientific Applications:

  • Rare variant exploration: Enables systematic exploration and analysis of published rare variant–trait associations.
  • Trait genetics: Supports investigations into the genetic underpinnings of diverse phenotypes and disease mechanisms.
  • Heritability and architecture studies: Facilitates research on genetic heritability and the contribution of rare variants to complex trait architecture.

Methodology:

Curates and aggregates association results from 245 publications into a repository of 95,047 associations classified as gene-level or variant-level, indexes entries using the Exploring Functional Ontology (EFO) tree structure, incorporates results from large-scale datasets such as the UK Biobank and studies using rare variant–trait association testing methods, and provides integrated Manhattan plot visualizations and gene/SNP annotations.

Topics

Details

Cost:
Free of charge
Tool Type:
web application
Operating Systems:
Mac, Linux, Windows
Added:
3/18/2024
Last Updated:
11/24/2024

Operations

Data Inputs & Outputs

Collapsing methods

Publications

Cao C, Shao M, Zuo C, Kwok D, Liu L, Ge Y, Zhang Z, Cui F, Chen M, Fan R, Ding Y, Jiang H, Wang G, Zou Q. RAVAR: a curated repository for rare variant–trait associations. Nucleic Acids Research. 2023;52(D1):D990-D997. doi:10.1093/nar/gkad876. PMID:37831073. PMCID:PMC10767942.

PMID: 37831073
Funding: - National Natural Science Foundation of China: 62102068, 62231013