Genetic alterations in key driver genes such as VHL, SETD2, PBRM1, and BAP1 are characteristic of ccRCC, contributing to genomic instability and impaired DNA repair mechanisms, thereby potentially promoting ccRCC tumorigenesis 7. This evidence concerns the gene SETD2 and nonpapillary renal cell carcinoma.