Summarizing, our findings uncover a paracrine signaling involving CXCL1 and MLK4-NF-κB-MMPs axis, which mediates the interactions between TAMs and TNBC cells, enhancing proliferation, mesenchymal transition, ECM remodeling and cancer invasion. The gene discussed is MAP3K21; the disease is cancer.