LDlinkR
LDlinkR computes linkage disequilibrium (LD) statistics from 1000 Genomes Project germline variant data for population-specific analyses in human genetics and evolutionary studies.
Key Features:
- Rapid calculation: Performs efficient LD computations that reduce time compared with manual web-based queries.
- Programmatic batch querying: Accepts large lists of genetic variants and processes them programmatically to avoid repetitive manual requests.
- Integration with LDlink and 1000 Genomes Project: Interfaces with the LDlink suite and uses 1000 Genomes Project population groups for population-specific analyses.
- Data outputs: Produces pairwise LD estimates and can generate tables and plots of LD statistics for downstream analysis.
Scientific Applications:
- Population genetics: Provides population-specific LD estimates to study genetic structure and variation across human populations.
- Genomic medicine: Supports mapping of genomic regions associated with disease susceptibility through LD-based analyses.
- Evolutionary biology: Enables analysis of LD patterns to investigate evolutionary histories and demographic processes.
Methodology:
Queries 1000 Genomes Project germline variant data for specified population groups and programmatically computes pairwise LD statistics for input variant lists, returning detailed LD tables and plots.
Topics
Details
- Tool Type:
- library
- Programming Languages:
- R
- Added:
- 1/18/2021
- Last Updated:
- 2/12/2021
Operations
Publications
Myers TA, Chanock SJ, Machiela MJ. LDlinkR: An R Package for Rapidly Calculating Linkage Disequilibrium Statistics in Diverse Populations. Frontiers in Genetics. 2020;11. doi:10.3389/fgene.2020.00157. PMID:32180801. PMCID:PMC7059597.