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. This evidence concerns the gene PPARA and carotid atherosclerosis.