Genes linked to CpGs within the ICC 0.4–0.6 group include PRDM16 and DPP6, which were identified earlier to be among the most hypermethylated in our ccRCC cohort (Additional file 2: Fig. S3B and S4B). This evidence concerns the gene PRDM16 and nonpapillary renal cell carcinoma.