The abscopal effect, where localized radiation therapy induces regression of distant metastatic lesions through immune activation, shows promise for treating metastatic cancer but occurs inconsistently. Here we demonstrate that tumor perfusion critically influences systemic immune responses to combination therapy with radiation and PD-1 blockade. Using multimodal imaging including DCE-MRI, EPR oximetry, and hyperpolarized 13C-MRI, we show that successful abscopal responses in MC38 tumors are characterized by enhanced perfusion, reduced hypoxia, decreased cellularity, and lower glycolytic activity in remote tumors. Notably, pre-treatment perfusion metrics (AUC1min) and extracellular volume (AUC10min) in primary tumors predict subsequent growth of remote tumors, while the same measurements in remote tumors lack predictive value. Based on these findings, we enhanced the abscopal effect by exposing mice to carbogen (95% O2 + 5% CO2) during radiation therapy. Carbogen exposure increased tumor perfusion by 71% (AUC1min) and significantly improved systemic responses in the checkpoint blockade responsive MC38 model but not in the poorly responsive B16.F10 tumors. The enhanced response correlated with increased activation of CD8+ T cells in tumor-draining lymph nodes and elevated serum HMGB-1 levels. RNA sequencing revealed significant extracellular matrix remodeling in carbogen-treated tumors. These results establish tumor perfusion as both a predictive biomarker and a modifiable determinant of systemic immune responses, suggesting that perfusion-based patient stratification and vascular modification strategies could improve outcomes in combination immunotherapy and radiation treatment.