SPP1 and neoplasm: Monocyte subsets 3 and 4 and MG1—the immune populations most enriched within tumor regions—received the strongest incoming signals via tumor-promoting networks such as galectin, complement, TGF-β, SPP1, TNF, and IL-4 (Figure 3E).