Smoking, depression, low education, midlife hypertension, midlife obesity, diabetes, physical inactivity, and nonmodifiable risk factors like age, sex, and genetics like apolipoprotein E genotype (APOE ɛ4) have been associated with increased risk for MD. The gene discussed is APOE; the disease is depressive symptom measurement.