ROC curve analysis was used to evaluate the performance of CTSF and FBLN1 as serum biomarkers for diagnosing NSCLC BM, compared with the classical serum biomarkers for lung cancer (CEA, CA125, SCC, CYFRA211). The gene discussed is CTSF; the disease is lung cancer.