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. Here, CEACAM5 is linked to lung cancer.