Taken together, our observed findings suggest that the involvement of core genes related to the risk of atherosclerosis might be a critical metric in ubiquitin-mediated proteolysis, Toll-like receptor, and MyD88: MAL (TIRAP) cascades and a beneficial tool for diagnosis and targeted therapy. Here, TIRAP is linked to atherosclerosis.