Here Shuldiner et al. show that in mice, aging represses KRAS-driven lung tumorigenesis and dampens the impact of inactivating many tumor suppressor genes, which may contribute to the deceleration in cancer incidence with extreme age in humans. Here, KRAS is linked to cancer.