Prevalent CVD or AF was associated with higher odds for one CSVD marker in those who do not have hypertension compared to those who have hypertension, those not on treatment for hypertension compared to those receiving treatment, and in those who do not have APOE ε4 allele. The gene discussed is APOE; the disease is hypertensive disorder.