To further back up the importance of G6PD-mediated Cyclin E1 and MMP9 overexpression in the progression of ccRCC, in vivo study was conducted as described in one of our previous reports 12. This evidence concerns the gene CCNE1 and nonpapillary renal cell carcinoma.