APOE and diabetes mellitus: We analyzed data using two regression models: an unadjusted regression model and a model that was fully adjusted for age, sex, the presence of APOE 4 allele, and demographic factors, such as education level, family income, physical activity, marriage, health behavior (alcohol and smoking), and medical history (diabetes and hypertension).