Moreover, although the present study goes some way towards understanding the potential mechanisms underlying how CCNF affects ccRCC, it is clear that our bioinformatics analyses still need further verification through in vivo and in vitro experiments. The gene discussed is CCNF; the disease is nonpapillary renal cell carcinoma.