In summary, we found that the carrying state of APOE ε4 can change the influence of daily life variables on cognitive impairment, and there may be a significant interaction between APOE ε4 and sleep disorders, which jointly promote the occurrence of cognitive impairment. The gene discussed is APOE; the disease is sleep disorder.