IBDkin

IBDkin estimates pairwise kinship coefficients from identity by descent (IBD) segments to quantify genetic relatedness in large genomic datasets.


Key Features:

  • IBD-based kinship estimation: Analyzes shared identity by descent (IBD) segments between pairs of individuals to estimate kinship coefficients.
  • Scalability: Handles up to hundreds of billions of IBD segments across hundreds of thousands of individuals for large-scale genomic studies.
  • Efficiency: Implemented in C and optimized for rapid computation of kinship coefficients on extensive datasets.

Scientific Applications:

  • Population and family-based studies: Supports population genetics and family-based association studies that require accurate pairwise kinship estimation.
  • Large biobank analysis: Applied to estimate kinship coefficients for 7.95 billion pairs in the UK Biobank among pairs sharing at least one detected IBD segment of ≥ 4 centiMorgans (cM).

Methodology:

Estimates kinship coefficients by analyzing identity by descent (IBD) segments shared between pairs of individuals.

Topics

Details

Tool Type:
command-line tool
Programming Languages:
C
Added:
1/18/2021
Last Updated:
2/1/2021

Operations

Publications

Zhou Y, Browning SR, Browning BL. IBDkin: fast estimation of kinship coefficients from identity by descent segments. Bioinformatics. 2020;36(16):4519-4520. doi:10.1093/bioinformatics/btaa569. PMID:32844204. PMCID:PMC7750976.

PMID: 32844204
PMCID: PMC7750976
Funding: - National Institute of General Medical Sciences of the National Institutes of Health: GM075091, HG005701, HG008359