These observations indicated that TAMs potentially have an immunosuppressive function in breast cancer, and one possible mechanism is that PD-L1 overexpression is induced by GM-CSF/STAT3 signals (Supplemental Fig. 4B). This evidence concerns the gene STAT3 and breast cancer.