CD163 and nonpapillary renal cell carcinoma: In clear cell renal cell carcinoma (ccRCC), the tumor suppressor ring finger protein 43 (RNF43) negatively correlated with the level of CD163+ TAM invasion, and combining these with the TNM stage could significantly enhance the veracity in forecasting ccRCC postoperative outcomes [80].