APOE and diabetes mellitus: After additional adjustment for gender, years of education, APOE ε4, and BMI, fasting status, and medications (supplements, diabetes, lipid lowing), the RF scores remained significant (as an independent predictor) with a coefficient of 7.828 (P-value < 0.001) (Table S3).