We excluded the samples that had any of the five high-confidence driver genes (VHL, BAP1, SETD2, PTEN and KDM5C) reported in ccRCC to avoid their possible influence in our results. This evidence concerns the gene SETD2 and nonpapillary renal cell carcinoma.