In addition to the aforementioned predominant adenocarcinoma histology, lung adenocarcinoma in patients without a history of smoking has a higher frequency of positive cases of particular driver gene alterations (e.g., EGFR gene mutation and ALK gene rearrangement) than lung adenocarcinoma in ever-smokers. This evidence concerns the gene EGFR and lung adenocarcinoma.