In the malignant group, the levels of MMP-3 and CYFRA21-1 in pleural effusion and serum of patients were higher than those in the benign group, and the level of ADA was lower than that in the benign group, all of which had a statistical significance (P < 0.05). Here, MMP3 is linked to Pleural effusion.