Methods for treating tumors by administering ionizing radiation and an immune modulator to a patient with cancer are disclosed. The methods provide the dual benefits of anti-tumor efficacy plus normal tissue protection when combining immune modulators with ionizing radiation to treat cancer patients. The methods described herein also allow for the classification of patients into groups for receiving optimized radiation treatment in combination with an immune modulator based on patient-specific biomarker signatures.