A study in 2022 identified the most commonly mutated genes in 11 patients with ccRCC receiving ICI therapy, including VHL (30.0%), TP53 (20.0%), ATM (10.0%), and MET (10.0%). The gene discussed is VHL; the disease is nonpapillary renal cell carcinoma.