In a comparison between the healthy population and patients with lung cancer, CEA, CA125, and CY211 had good diagnostic effects in lung cancer screening (AUC > 0.7), whereas NSE and GRP had limited diagnostic value for pulmonary cancer (AUC < 0.7). The gene discussed is GRP; the disease is lung cancer.