Similarly, Marín-Vicente et al.22 crafted a CRC screening model utilizing two serum protein biomarkers, ApoC3 and THBS1, analyzed through a decision tree algorithm, with an AUC of 0.83. This evidence concerns the gene APOC3 and colorectal carcinoma.