This study analyzed the differences in serum levels of CEA, CYFRA21-1, SCCA, CA125, and CA199 in different clinical stages of elderly NSCLC patients, and evaluated their diagnostic value for elderly NSCLC patients through receiver operating characteristic curve (ROC curve) and area under the curve (AUC). The gene discussed is CEACAM5; the disease is non-small cell lung carcinoma.