CSF1 and neoplasm: Cell–cell communication analysis between tumor cells and immune cells revealed a specific CSF (colony stimulating factor) signaling pathway recruiting monocytes and macrophages since only tumor cells expressing the ligand gene Csf1 and barely expressing Csf1 receptor gene (Fig. 2I, J and Additional file 1: Fig. S1D).