Multiple studies have examined the metabolic and cognitive effects of APOE genotypes and obesity, but there are few studies linking the effects of HFD on both metabolism and cognition under the same conditions in terms of age and sex. The gene discussed is APOE; the disease is obesity due to melanocortin 4 receptor deficiency.