Lastly, statistical tests showed that the 16-gene signature was associated with the efficacy of an anti-cancer drug, ZD-6474, directly targeting EGFR. Therefore, these 16 genes may serve as not only prognostic biomarkers but also predictive biomarkers for lung adenocarcinoma, and have potential for clinical use in the future. This evidence concerns the gene EGFR and cancer.