Estimates were derived from the parametric survival models, adjusted for age, sex, education, civil status, total calorie intake, dietary vitamin/mineral supplement use, smoking status and duration (years), body mass index, vascular disorders, cancer, diabetes, depression, and APOE ɛ4 allele carriage. The gene discussed is APOE; the disease is diabetes mellitus.