Moreover, we explored protein expression levels of DEGs in the HPA website, compared with normal kidney tissue, IFI16 and TCIRG1 were highly expressed in ccRCC kidney tissue. Here, TCIRG1 is linked to nonpapillary renal cell carcinoma.