Therefore, using the area under the ROC curve (ROC/AUC) analysis, the sensitivity, specificity, and accuracy of CEA, ProGRP, NSE, CYFRA21-1, and the ratio of CD45+EpCAM+ cells in PBMCs for the diagnosis of lung cancer were analyzed. The gene discussed is EPCAM; the disease is lung carcinoma.