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Ancestry clustering based on genome-wide association data. HapMap3 reference samples: CEU (red), CHB+JPT (purple) and YRI (green). GWA samples: black crosses. 11 cases and 19 controls with a 2nd principal component score less than 0.072 (grey dashed line) were marked for removal.