VHL and nonpapillary renal cell carcinoma: Besides VHL, other common genes involved in the occurrence of ccRCC such as TSC1, TSC2, SDH, FH, MET, and FLCN were also considered as manipulators of the metabolic pathway, which was mediated by iron, oxygen, nutrient or energy stimulation.