These include a family history of the disease, education level, a diet high in fat content, high blood pressure, diabetes, a history of head injuries, and specific genetic predispositions like the presence of the APOE ε4 (Apolipoprotein E ε4) gene variant [30]. The gene discussed is APOE; the disease is diabetes mellitus.