In adjusted models, NHB and Hispanic ethnicity, APOE ε4, diabetes, hypertension, and tobacco dependence each independently predicted lower performance across all four cognitive domains (adjusted p < .001), whereas obesity showed domain-specific positive associations. Here, APOE is linked to Obesity.