Detailed analysis of macrophage-related signaling pathways revealed an increase in the activity of SPP1 and MIF pathways in tumors, potentially related to macrophages promoting tumor growth, invasion, or immune suppression (Figure 2D, left). This evidence concerns the gene SPP1 and neoplasm.