Tumor-derived exosomal CMTM4 induces M2 macrophage polarization and immune suppression via NF-κB-mediated cytokine and ICAM1 upregulation, promoting metastasis; CMTM4 depletion enhances anti-PD-1 sensitivity. Here, ICAM1 is linked to neoplasm.