In summary, STAT3, IL1RN, C5AR1, CXCL16, IL17RA, SLC11A1, TLR2, IL1B, LYN and CKAP4 might be novel diagnostic signatures for atherosclerosis. Here, STAT3 is linked to atherosclerosis.