ALK and lung carcinoma: 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.