Increased secretion of macrophage colony-stimulating factor (M-CSF) is associated with poor prognosis in various cancer types, including breast cancer and promotes tumor invasion, metastasis and chemotherapy resistance (43). The gene discussed is CSF1; the disease is breast cancer.