The single‐factor performance of these factors in predicting CAD was observed to be suboptimal, with HDL‐C having the highest sensitivity (66.58%) but low specificity (73.27%) and IL‐4 having the highest specificity (87.13%) but the lowest sensitivity (41.45%). The gene discussed is IL4; the disease is coronary artery disorder.