This preclinical study uses mouse models to show that ionizing radiation induces YTHDF2 in myeloid cells, which promotes immunosuppressive MDSCs and radioresistance; inhibiting YTHDF2 genetically or pharmacologically enhances radiotherapy and immunotherapy efficacy.