CHFR and nonpapillary renal cell carcinoma: In conclusion, this study has increased our understanding of the metastatic mechanism in ccRCC, suggesting that CHFR expression can be used as a biomarker for the prognosis of ccRCC, although further study of the related molecular pathways of CHFR in ccRCC is needed.