It demonstrated that PF CEA was the most effective biomarker to identify lung cancer-associated MPE at the cut-off value of 5.23 ng/ml (sensitivity at 89.8%, specificity at 98.6%) in the training set. This evidence concerns the gene CEACAM5 and lung cancer.