In summary, macrophages could induce the activation of DLL3-dependent Notch1/Notch2 signaling, the upregulation of IL-33, and the degradation LG3BP and HSPA8, resulting in enhanced cancer-cell proliferation and elevated IL-1β, IL-12, and IL-10 secretion by macrophages. The gene discussed is DLL3; the disease is cancer.