TP53 and KRAS were the most commonly altered genes, not surprisingly, as there is an association between smoking and the presence of TP53 and KRAS mutations in NSCLC [20,21] and our study population was enriched for (active) smokers. Here, KRAS is linked to non-small cell lung carcinoma.