EGFR and lung adenocarcinoma: 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.