The sensitivity, specificity, accuracy, positive predictive value, negative predictive value, and Youden’s index of SHOX2, RASSF1A gene methylation, CEA, and their combined detection in pleural effusion for the diagnosis of malignant pleural effusion were calculated, respectively. This evidence concerns the gene CEACAM5 and Pleural effusion.