This study focuses on four biomarkers C5orf58, ZNF180, CTAG1A, and IL13RA1 that are associated with M1 macrophage polarization and bubble cell proliferation in coronary heart disease, highlighting their key roles in the pathogenesis of the disease. This evidence concerns the gene CTAG1A and coronary artery disorder.