The single diagnosis of NSCLC, the AUC was 0.724, with a sensitivity of 60.0% and specificity of 89.0%. The combined diagnosis using CEA yield an AUC of 0.882, along sensitivity of 71.4% and specificity of 91.8%. The gene discussed is CEACAM5; the disease is non-small cell lung carcinoma.