Although tumor‐derived factors have been extensively studied using cancer cell lines, our study is unique in demonstrating that primary BC environment‐derived M‐CSF, VEGF and TGF‐β promote IL‐10 production by monocytes, driving their final differentiation into immunosuppressive CD163highIL‐10highCD86low MΦ. The gene discussed is CSF1; the disease is cancer.