Furthermore, each classifier identified in our study can serve as a potential marker for CRC, and the effects of these classifiers may be modulated by critical genes such as PSMC2 and CXCL8, which are associated with CRC of different tumor stages. Here, PSMC2 is linked to colorectal carcinoma.