​In summary, through the analysis of comprehensive bioinformatics and multiple algorithms, we have identified that CD52 and IL1RN may play a key role in the occurrence and development of atherosclerosis These findings open new lines of thought for further research into the pathogenesis of atherosclerosis. This evidence concerns the gene CD52 and atherosclerosis.