Nishiga and colleagues show therapeutic efficacy for a combination of radiotherapy and CD47 blockade, which also elicits an abscopal effect mediated by macrophages migrating into non-irradiated tumor sites and phagocytosing cancer cells. Here, CD47 is linked to neoplasm.