The results of this study demonstrate that ATM‐ and PIK3CA‐positive and EGFR‐negative mutation status are strongly associated with high levels of TMB and have the potential to be predictive biomarkers of response to immune checkpoint inhibitors in lung adenocarcinoma patients. Here, ATM is linked to lung adenocarcinoma.