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.