The results showed that SHOX2 and RASSF1A gene methylation combined with CEA detection in pleural effusion had higher sensitivity and specificity, accuracy, and Youden’s index for diagnosing malignant pleural effusion, as shown in Table 5 and Fig. 2. Here, SHOX2 is linked to Pleural effusion.