These findings suggest that CD11c+ M1-like macrophages predominate over CD206+ M2-like macrophages in human breast cancers, that the number of PD-1+ CD8+exhausted T cells increases in human breast cancers and that OPN is a prognostic marker in human breast cancer. The gene discussed is PDCD1; the disease is breast carcinoma.