NDUFS1 and nonpapillary renal cell carcinoma: Among the 336 ccRCC samples, eight samples exhibited mutations (with a frequency of 2.38%) in three disulfidptosis-related molecules, namely NDUFS1, LRPPRC, and SLC3A2 (Figure 3B).