After adjusting for histological diagnosis, the AUC did not change, thus histological diagnosis has no impact on the assessment performance of CEA (Fig. S4A).Tumor size was determined according to the greatest dimension of tumor. This evidence concerns the gene CEACAM5 and neoplasm.