Second, it is possible that although the pathobiological detrimental effects of APOE ε4, hypertension, diabetes, and dyslipidemia still exist at younger ages, they might be overshadowed by other yet unknown genetic or environmental factors. The gene discussed is APOE; the disease is diabetes mellitus.