The combination of tumor markers can improve the sensitivity, and the combination of NSE + CEA + CYFRA21-1 ranked the highest in Youden's index (0.64) with higher sensitivity (75.76%) and specificity (88.57%). Here, CEACAM5 is linked to neoplasm.