Adenocarcinomas in non-smokers have some distinctive features arising from gene alterations, including a lower mutational load compared to other lung cancer histologies and oncogenic factors such as EGFR mutations or rearrangements of the ALK or ROS1 genes28–30. This evidence concerns the gene EGFR and adenocarcinoma.