This shift has been confirmed in several studies using horizontal MPS, where co-culture of tumor cells with macrophages drives stable M2 differentiation via colony-stimulating factor 1 (CSF-1) signaling [66, 108, 109]. This evidence concerns the gene CSF1 and neoplasm.