Using mass spectrometry–based proteomics and ELISA, we identified heparin-binding EGF (HB-EGF) and amphiregulin, shed by ADAM17 in the cancer cells, as the implicated molecular mediators of macrophage education. The gene discussed is HBEGF; the disease is cancer.