We find that, in a set of transplant and spontaneous cancer models, tumor cells secrete the cytokine CSF-1, which induces the NKG2D ligand RAE-1δ on tumor-associated macrophages via a CSF-1R-PI3Kα-dependent signaling pathway. The gene discussed is CSF1; the disease is neoplasm.