These patterns suggest that, despite the extensive physical variances among individuals (e.g., age, gender, and CEA level, Table S1 and Figure S1), each stage exerts sufficiently unique conditions to assemble communities that are consistent in structure according to BP or CRC stage. Here, CEACAM5 is linked to colorectal carcinoma.