G6PD and nonpapillary renal cell carcinoma: Additionally, previous results described that G6PD high expression was positively correlated to lymph node metastasis, Fuhrman grade, and TNM stage of ccRCC, indicating that G6PD might be involved in promoting ccRCC metastasis.