Wennerberg et al. demonstrated that integration of 30 minutes of treadmill activity daily with PD-1 blockade and radiation therapies significantly reduced the proportion of tumor-infiltrating MDSCs in breast cancer. The gene discussed is PDCD1; the disease is neoplasm.