In the CAD group, the expression level of GLP-1R_M1 (GLP-1 macrophages M1) was positively correlated with triglycerides (TG) and GLP-1R on the cell membrane of total, M1, and M2 macrophages was lower than that of the HC group. The gene discussed is GCG; the disease is coronary artery disorder.