This study examined whether the integration of Ring finger protein 43 (RNF43) expression and CD163+ tumor‐associated macrophage (TAM) infiltration in combination with clinical indexes forecast ccRCC patient outcome with relatively high accuracy. Here, RNF43 is linked to nonpapillary renal cell carcinoma.