These results revealed that tumor-intrinsic ENO1 triggers the transformation of M1-polarized macrophages into an M2-like immunosuppressive phenotype through the SPP1- ITGA4/B1 signaling pathway in the TME. Here, SPP1 is linked to neoplasm.