The VHL gene mutation in ccRCC leads to the accumulation of HIF-1α, which impairs the oxidation metabolism of glucose and suppresses pyruvate entry into the mitochondria, thereby reducing electron transfer efficiency (13, 51). This evidence concerns the gene VHL and nonpapillary renal cell carcinoma.