Evidence for the direct effect of radiation on PD-1 and ligand upregulation was previously observed in mouse models of breast cancer and melanoma, where radiation upregulated PD-1 expression in CD8+ T cells [26, 27]. Here, CD8A is linked to breast carcinoma.