In our study, multivariate analysis revealed that lower CT value, lower CEA level, negative pleural indentation and nonlobulated sign were important differentiators of low lymph nodes metastasis risk group (p < 0·01), with excellent differentiating accuracy (area under ROC curve, 0·823). This evidence concerns the gene CEACAM5 and metastatic malignant neoplasm in the lymph nodes.