APOE and Mental deterioration: Further, the models implemented were appropriately adjusted for important confounders well known to increase risk of cognitive decline including APOE ε4, sociodemographic characteristics and risk factors for cardiometabolic disease, highlighted by the significant relationships identified in the analysis.