To identify the differential biological functional pathways in the L-CEA and H-CEA groups and the correlation of different gut microbes with these pathways, we performed a comprehensive analysis of tumor tissue samples from 25 CRC patients and converted the gene expression matrix and gut microbial species abundance matrix into scoring matrices using the ssGSEA method. Here, CEACAM5 is linked to neoplasm.