Our results suggest that there is a gender difference in the association between ABCG1 and APOE gene methylation and ischemic stroke and atherosclerosis, suggesting that methylation may be one of the molecular mechanisms that lead to gender differences in CVD, which is consistent with Ji et al.’s study [12]. The gene discussed is ABCG1; the disease is atherosclerosis.