In summary, we identified and validated two new genetic variants in PDE10A and ATP10D associated with individuals presenting extreme phenotypes of high and low risk of developing tobacco‐induced NSCLC, and we confirmed the prognostic relevance of the associated proteins in early‐stage NSCLC. The gene discussed is ATP10D; the disease is non-small cell lung carcinoma.