Additionally, cancer stem cells (CSCs) interact with TAMs to maintain osteosarcoma development (19), macrophage phagocytic activity modulates their polarization through the P38/STAT3 axis, promoting PD-L1 expression and enhancing immune evasion (20). Here, CD274 is linked to osteosarcoma.