Importantly, these findings remained significant after adjusting for multiple covariates, including, age, study center, gender, education, BMI, estimated GFR rate, diabetes, cardiovascular pathologies, hypertension, living alone and ApoE4 genotype (Table 2). Here, APOE is linked to diabetes mellitus.