Therefore, we hypothesize that PRR11 may affect the degradation of E2F1 by regulating a certain association between E2F1 ubiquitination and deubiquitination, thereby affecting the senescence of ccRCC cells. This evidence concerns the gene PRR11 and nonpapillary renal cell carcinoma.