Finally, ND1 mutation was the only statistically significant predictive factor of RFS in the ccRCC sub group according to the Cox proportional hazards model (p = 0.0208) (Table 7). This evidence concerns the gene MT-ND1 and nonpapillary renal cell carcinoma.