M2 macrophages are a well-known immune subset in the tumor microenvironment, inhibiting anti-tumor immune responses and promoting tumor progression10,11,13–15, and the majority of PD-L1 expressing cells within the tumor microenvironment are TAMs and these subsets play a critical role in immune suppression12,30. Here, CD274 is linked to neoplasm.