Here we found that Chinese propolis and its major active constituent – CAPE promoted autophagy and inhibited TLR4 signaling pathway to prevent LPS-stimulated breast cancer MDA-MB-231 cells proliferation although the crosstalk between autophagy and inflammation was not known. Here, TLR4 is linked to breast carcinoma.