Overall, these findings provide evidence that DHODH may suppress the ferroptosis of ccRCC cells by promoting the negative regulation of the iron death-associated proteins, FTH1, GPX4, and SLC7A11. Here, PROS1 is linked to nonpapillary renal cell carcinoma.