These results demonstrated that CAA-derived IL-6 could induce M2 macrophage polarization by activating STAT3 signaling, and promoted macrophage PD-L1 expression, thereby contributing to BC progression (Fig. 7B). Here, STAT3 is linked to breast cancer.