The results of our present study can contribute to the development of effective therapeutic strategies for osimertinib in EGFR mutation-positive lung adenocarcinoma cases by focusing on the characteristics of EphB4 as a predictor of the therapeutic effects of osimertinib and as a prognostic factor. The gene discussed is EGFR; the disease is lung adenocarcinoma.