Three genes (BDH1, DDX49 and EGFR) were associated with lymph node metastases of lung cancer, and BDH1 gene had a highest predictive capacity for lymph node metastases and distant metastases through multivariate logistic regression. This evidence concerns the gene EGFR and lung cancer.