In the European population, 17 genes showed strong associations with both CAD and T2DM at P < 1.71 × 10−5(corresponding to 0.05/2920), and 3 genes were exclusively significant, such as TM4SF4. The gene discussed is TM4SF4; the disease is coronary artery disorder.