VHL and nonpapillary renal cell carcinoma: [8] According to the Cancer Genome Atlas database the most frequent somatic mutations in ccRCC include mainly alterations of the VHL gene and its partners involved in neo-angiogenesis and response to hypoxia, followed by alterations of the PI(3)K/AKT/mTOR pathway.