In stage 2 (validation set, n = 619), age, years of education, body mass index (BMI, kg/m2), sex, APOE e4 status, alcohol consumption, smoking status, history of stroke, diabetes mellitus (DM), and hypercholesterolemia significantly differed between the LOAD and control groups. This evidence concerns the gene APOE and Hypercholesterolemia.