Our results found PDGFβ stimulation in ccRCC cells led to an increase in glycolysis, lactate production, as well as histone lactylation, which in turn activated PDGFRβ transcription, thereby forming a vicious cycle that further accelerates the progression of ccRCC. The gene discussed is PDGFB; the disease is nonpapillary renal cell carcinoma.