These associations remained statistically robust after adjusting for possible confounders, including age, sex, education, APOE4 carrier status, baseline CDR, occupational history, smoking and alcohol history, BMI, and comorbidities, including hypertension, dyslipidemia, type 2 diabetes, and stroke. The gene discussed is APOE; the disease is type 2 diabetes mellitus.