IL4I1, a lysosomal amino acid oxidase, promotes M2 macrophage polarization via the JAK1-STAT3 pathway, inhibiting Tcells function and facilitating ccRCC immune escape and progression (20, 45). Here, STAT3 is linked to nonpapillary renal cell carcinoma.