Meanwhile, IL-8 shows the most Youden index (60.0), even if its AUC (0.800) is not the largest, indicating that it has a more preferable diagnostic effect as a diagnostic marker of lung cancer, with a sensitivity and specificity of 76.7% and 83.3%. The gene discussed is CXCL8; the disease is lung carcinoma.