Notably, we first distinguished that macrophage-specific Act1 knockdown strikingly promoted adenoma-adenocarcinoma transition, shortened the overall survival of ApcMin/+ mice, and lung metastasis via the accumulation of immunosuppressive TAMs and exhaustive CD8+ T cells in the stroma of the tumor. Here, TRAF3IP2 is linked to adenocarcinoma.