CA9 and nonpapillary renal cell carcinoma: Notably, compared to CDC, the significantly up-regulated glycolysis, angiogenesis, and CA9 expression (Data S4) [59] in ccRCC, as well as significantly enhanced OXPHOS in tRCC, demonstrated the unique molecular profile of different RCC types and the diagnostic reliability of our CDC cohort.