Therefore, we hypothesized that the lower impact of EphB4 on cell proliferation in EGFR mutation-negative lung adenocarcinoma could be due to the potential influence of various other factors related to smoking. This evidence concerns the gene EPHB4 and lung adenocarcinoma.