We then analyzed the correlation between these 10 DEGs and the prognosis of ccRCC patients and found that three hub genes (IL10, IGLL5, and POU2AF1) were associated with overall patient survival. Here, IGLL5 is linked to nonpapillary renal cell carcinoma.