Ten AD risk factor variables were included as potential predictors including age, education, sex, APOE4 carrier status, non-optimal fasting plasma glucose, non-optimal mean arterial pressure, non-optimal waist-to-hip ratio, non-optimal total body fat percentage, android fat percentage, and gynoid fat percentage. Here, APOE is linked to Alzheimer disease.