Taken together, the subtype of lung adenocarcinoma with EGFR-TKI-sensitizing mutations does not show a characteristic mutation pattern influenced by smoking and additionally shows a low incidence of C > A transversion, which is a common feature of lung cancer; it also had a mutational burden lower than those of other TCGA cancers. Here, EGFR is linked to lung adenocarcinoma.