While the role of CD146 in ccRCC is unclear, we aimed at exploring the clinical significance and biological functions of CD146 in ccRCC by employing open-access databases for a comprehensive analysis. The gene discussed is MCAM; the disease is nonpapillary renal cell carcinoma.