Notably, as a ligand originating from SPP1+ macrophages based on the average expression, SPP1 was one of the most abundant ligands in cancerous tissues, implicating a potential connection between SPP1 expression and modulation of the tumor-supportive microenvironment (Figure 4A). The gene discussed is SPP1; the disease is neoplasm.