The frequency of mutations in tumor suppressor genes tended to increase as tumor stage progressed, including mutations in TP53, RB1, MGA, KEAP1, and STK11 (Supplementary information, Fig. S9c). The gene discussed is KEAP1; the disease is neoplasm.