Compared with other tumor biomarkers, PF CEA with a cut-off point at 5.23 ng/ml demonstrated the highest diagnosis rate, and the highest sensitivity, specificity, and accuracy, positive and negative predictive values for lung cancer-associated MPE. The gene discussed is CEACAM5; the disease is lung carcinoma.