Article
Principal components analysis corrects for stratification in genome-wide association studies.
Nature genetics - 1 Aug 2006
Price Alkes L, Patterson Nick J, Plenge Robert M, Weinblatt Michael E, Shadick Nancy A, Reich David
Abstract excerpt
Population stratification--allele frequency differences between cases and controls due to systematic ancestry differences-can cause spurious associations in disease studies. We describe a method that enables explicit detection and correction of population stratification on a genome-wide scale. Our method uses principal components analysis to explicitly model ancestry differences between cases and controls. The...
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