The results indicated that the ferroptosis marker proteins in ccRCC tissues were significantly decreased, whereas the GPX4 and NFE2L1 proteins that inhibit ferroptosis were significantly increased, suggesting that ferroptosis in ccRCC was significantly suppressed. This evidence concerns the gene NFE2L1 and nonpapillary renal cell carcinoma.