Furthermore, PARK7, RPS24, FTH1, SLC7A8, CYFIP1, OLFML2B, HSD17B14, and TIMP2 were identified as key markers associated with advanced carotid atherosclerosis. Here, FTH1 is linked to carotid atherosclerosis.