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Local Ancestry

Definition
AI-generated

Local ancestry assigns each chromosomal segment of an admixed individual to one of several source ancestral populations (e.g. African vs. European along the genome), typically inferred with haplotype reference panels and models such as RFMix, LAMP, or FLARE.

Why it matters in GWAS

Local ancestry is used in admixture mapping, Tractor-style association in admixed samples, and ancestry-aware polygenic modeling; ignoring it can miss locus-specific effects and complicates cross-population PRS transfer.

Example usage

"Local Ancestry estimates were incorporated to improve portability and calibration across diverse cohorts."

References

  • Kachuri L, Chatterjee N, Hirbo J, et al. (2024). Principles and methods for transferring polygenic risk scores across global populations. Nat Rev Genet. https://doi.org/10.1038/s41576-023-00637-2
  • Maples BK, et al. (2013). RFMix: a discriminative modeling approach for rapid and robust local-ancestry inference. Am J Hum Genet.

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