Inhibition of USP5 facilitates LC3-dependent intercellular transfer of P-STAT1/2 between tumor cells and macrophages, which thus elicits CXCL9+ macrophages and enhances radiation-induced antitumor immunity. Here, STAT1 is linked to neoplasm.