Taking together, the data suggested that QRHX inhibited tumor cell-TAMs interactions possibly through blocking CXCL12/CXCR4/JAK2/STAT3 signaling pathways and then regulated macrophages polarization. The gene discussed is STAT3; the disease is neoplasm.