In our current work, eight genes, TEK, CX3CL1, BMP1, RNASE2, AR, SLC11A1, SLC40A1, and F2RL1, were found to be associated with poor prognosis in ccRCC based on the above methods. Here, RNASE2 is linked to nonpapillary renal cell carcinoma.