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). This evidence concerns the gene SIRT5 and nonpapillary renal cell carcinoma.