APOE and diabetes mellitus: After adjusting for gender, years of education, APOE ε4, BMI, fasting status, and medications (supplement, diabetes, lipid lowing), the RF scores remained statistically significant as an independent predictor with a coefficient of 5.629 (P-value < 0.001) (Table S6).