A one standard deviation increase in the T2DM polygenic score was associated with 1.66 (95% CI: 1.55, 1.77) times higher odds of T2DM, adjusting for age, sex, years of education, APOE-ε4 allele status, and five ancestry-specific PCs. Here, APOE is linked to type 2 diabetes mellitus.