APOE and atherosclerosis: Although APOE alleles are related to lipid metabolism, atherosclerosis, inflammation processes, and oxidative stress, prior studies have not found mediation effects of cerebrovascular lesions on the relationship of APOE alleles with cognition, which is in line with our results [5, 19, 43, 44].