QRHX inhibited tumor cell-TAMs interactions via the suppression of cancer-related inflammation and probably blocking the response of macrophages to tumor signals, CXCL12/CXCR4/JAK2/STAT3 axis. Here, STAT3 is linked to neoplasm.