In this contest, the natural compound total glucosides of paeony (TGP) downregulates the expression of genes involved in the formation and function of TAMs via NF-κB/CCL2 ablation as well as the secretion of CCL2 in primary and metastatic breast cancer. The gene discussed is CCL2; the disease is breast cancer.