APOE and Cognitive impairment: First, despite we adjusted for several traditional sociodemographic characteristics as well as health- and lifestyle-related factors, we were unable to adjust for other unmeasured confounders such as medical treatment, diet, and APOE4 genotype that may mystify the association between BMI and cognitive impairment.