For biomarker combinations, neither the combination of HFC with CEA nor that of CYFRA 21-1 with CEA showed significantly better diagnostic performance than CEA alone, indicating that CEA retains an irreplaceable role in diagnosing malignant effusions associated with lung cancer. Here, CEACAM5 is linked to lung cancer.