Until now, several studies have reported that CPT1A, SIRT5 and SIRT7 are individually related to the prognosis of ccRCC (Zhao Z. et al., 2019; Tan et al., 2020). The gene discussed is SIRT7; the disease is nonpapillary renal cell carcinoma.