NUDT1 and nonpapillary renal cell carcinoma: In order to analyse the biological functions of NUDT1, we used NUDT1 specific shRNA and overexpression lentivirus to construct ccRCC cell lines model with NUDT1 stably knocked down and overexpressed NUDT1 (Figure 2A, B).