Results: After controlling for all possible covariates, a significant interaction between low serum high-density lipoprotein and the APOE ε4 allele on cognitive impairment (Wald’s χ2 = 4.269, df = 1, OR = 20.094, p = 0.039) was found in the total participants. Here, APOE is linked to Cognitive impairment.