APOE and metabolic syndrome: To identify the set of independent metabolites firmly associated with APOE, a new backward stepwise multiple regression analysis was performed including the 31 variables most strongly correlated with APOE (Table 2), together with age, gender, and the presence of dyslipidemia or hypertension.