G6PD and nonpapillary renal cell carcinoma: Regarding the cell migration-related gene, our results showed that MMP9, the matrix metalloproteinase which exhibited the largest fold change between ccRCC and normal control tissues 17, had not been changed significantly at the mRNA level when G6PD was overexpressed or knocked down.