A diagnostic model constructed using machine learning with ELISA data from 912 patients revealed that PF4 and AACT, which were upregulated in CRC patients, were important for CRC diagnosis, with an AUC of 0.963 in the diagnostic test [42]. Here, SERPINA3 is linked to colorectal carcinoma.