The results of multivariate logistic regression analysis suggested that smoking, serum NSE and cYFRA21-1 and Rad-score were independent predictors for the classification of SCLC and NSCLC (Table 4), with AUCs of 0.86 and 0.82, respectively. This evidence concerns the gene ENO2 and non-small cell lung carcinoma.