Downregulated expression of SIRT5 in ccRCC accelerated the Warburg effect through PDHA1 hypersuccinylation and finally caused tumorigenesis and progression, which were reversed by SIRT5 overexpression. The gene discussed is PDHA1; the disease is nonpapillary renal cell carcinoma.