The selected 5 MAGs (MAP3K5, PML, WDR1, BAMBI, and GNPDA2) were identified as prognostic-related genes for osteosarcoma, and a novel macrophage-associated risk model was constructed based on these 5 MAGs. The gene discussed is BAMBI; the disease is osteosarcoma.