It remains to be tested if data obtained from PBMC may serve to represent in part the interaction between PD-L1+ monocytes and PD-1+ T cells that occur in the tumor microenvironment: future studies are warranted to examine such hypotheses using well annotated paired PBMC and tumor samples from breast cancer patients. This evidence concerns the gene CD274 and breast cancer.