MAMDC2 and nonpapillary renal cell carcinoma: We also noted that, except for MAMDC2, the other seven genes were obviously related to the prognosis (overall survival, disease-free survival, and disease-specific survival) of patients with ccRCC (Supplementary Figure S3B).