QRHX treatment blocked the response of macrophages to tumor signals by suppressing CXCL12/CXCR4/JAK2/STAT3 expression and induced a remarkable decrease of the recruitment of M2 macrophages, suggesting the attenuation of M2 subtype cells function by QRHX. Here, STAT3 is linked to neoplasm.