The AUC of CEA combined with CYFRA21‐1 was equal to that of the combination of 4 serum tumor markers and smaller than that of LASSO regression model, but there were no statistical differences in the predictive efficacy among them (p > 0.05, Figure 3A,B). Here, CEACAM5 is linked to neoplasm.