Specifically, TNF-NF-κB signaling can activate tumor-associated macrophages (TAMs), induce M2 polarization, and foster an immunosuppressive TME that facilitates tumor proliferation, angiogenesis, and distant metastasis [4, 27]. The gene discussed is NFKB1; the disease is neoplasm.