RVS
RVS estimates probabilities of rare variant sharing in extended pedigrees to detect association and linkage between rare genetic variants and dichotomous phenotypes such as disease status.
Key Features:
- Family-Based Sequencing Analysis: Analyzes co-segregation of rare variants among multiple affected individuals within pedigrees, applicable to exome and other sequencing studies.
- Probability Estimation (IBD): Computes the probability that related individuals share rare variants identical-by-descent (IBD) to quantify expected sharing under specific pedigree structures.
- Association and Linkage Testing: Implements statistical tests for both association and linkage between rare variant genotypes and dichotomous phenotypes within family samples.
- Single- and Multi-Variant / Gene-Based Tests: Supports testing individual variants as well as aggregated tests of multiple variants within genomic regions or genes.
Scientific Applications:
- Rare variant discovery in family exome studies: Detects highly penetrant rare variants in exome sequencing pedigree data by evaluating co-segregation with disease phenotypes.
- Complement to population studies: Enhances detection of rare variant–disease associations that are poorly represented in population-based case-control datasets by leveraging within-family sharing and IBD evidence.
Methodology:
Computes likelihoods/probabilities of rare variant sharing identical-by-descent among affected relatives and uses these probabilities as the basis for tests of association and linkage under the null hypothesis.
Topics
Collections
Details
- License:
- GPL-2.0
- Tool Type:
- library
- Programming Languages:
- R
- Added:
- 2/13/2023
- Last Updated:
- 11/24/2024
Operations
Publications
Sherman T, Fu J, Scharpf RB, Bureau A, Ruczinski I. Detection of rare disease variants in extended pedigrees using RVS. Bioinformatics. 2018;35(14):2509-2511. doi:10.1093/bioinformatics/bty976. PMID:30500888. PMCID:PMC6612888.