As succinylation regulators do not directly regulate mRNA expression, SIRT5 might affect the infiltration of Tregs through immediate molecules such as the PKM2-IL-1β axis in ccRCC. The gene discussed is SIRT5; the disease is nonpapillary renal cell carcinoma.