The AUC of the combined detection of pleural effusion samples was 0.821, which was higher than that of each index separately, suggesting that the combined detection of CEA, CA125 and SP70 antigens in pleural effusion could be used to improve clinical diagnostic efficacy. The gene discussed is CEACAM5; the disease is Pleural effusion.