In the validation cohort, the AUC of FPR was significantly higher than that of AFR, CEA, and CA19-9 in diagnosing early-stage CRC from colorectal benign polyps (all p < 0.01) (Fig. 3C). Here, CEACAM5 is linked to colorectal carcinoma.