In the present study, we found a high prevalence of carotid atherosclerosis in the high-risk stroke population in China and also identified the associations of variants in IL1A rs1609682, PPARA rs4253655, and HABP2 rs7923349 with carotid atherosclerosis. The gene discussed is HABP2; the disease is Stroke.