GPD1 and nonpapillary renal cell carcinoma: Furthermore, in the setting of ccRCC, a positive feedforward loop between glycerol-3-phosphate dehydrogenase 1 (GPD1) and hypoxia-inducible factor 1-alpha (HIF1α) has been clarified.