Notably, in dataset 4, which comprised early-stage CRC cases in a Han Chinese population, the CXCL8 classifier alone achieved 100% sensitivity, specificity, and accuracy in identifying CRC. The gene discussed is CXCL8; the disease is colorectal carcinoma.