Our in vitro and in vivo data indicated that the epigenetic factor KDM5C, as a tumor suppressor, was a novel metabolic regulator, and its absence caused ccRCC-specific metabolic phenotypes, thus providing a direct link between epigenetic abnormalities and cancer metabolism. This evidence concerns the gene KDM5C and nonpapillary renal cell carcinoma.