Therefore, we believe that HIBCH is important for finding new biomarkers in the field of ccRCC, however, more rigorous in vitro and in vivo experiments are still needed in the future to clarify the specific mechanism of HIBCH action in ccRCC. The gene discussed is HIBCH; the disease is nonpapillary renal cell carcinoma.