Cox regression model considered several covariates, including age at baseline, BMI, ethnic background, income levels, Townsend deprivation index, smoking history, alcohol consumption, hypertension status, measures of social isolation, feelings of loneliness, depression status, dietary habits, medication use, and APOE e4 allele status. The gene discussed is APOE; the disease is major depressive disorder.