The aim of this study is to investigate whether APOE ε4 allele exacerbates the impact of sleep disorder on cognitive decline over time, which may help us understand more about how APOE ε4 and sleep disorder relate to cognitive decline in elderly adults. The gene discussed is APOE; the disease is Mental deterioration.