The study has identified six gene expression-related biomarkers: GNL3, VSIR, LY86, ARHGAP25, DERL3, and JAML—linked to key biological processes such as cytokine metabolism and oxidative stress, which are vital for regulating cell proliferation, apoptosis, and invasion in CRC. This evidence concerns the gene DERL3 and colorectal carcinoma.