Our findings from the present study point to a prognostic significance of expression and activity level values for ACAT1, BDH2, and HMGCL genes, which regulate the ketone body metabolism in ccRCC. The gene discussed is ACAT1; the disease is nonpapillary renal cell carcinoma.