Tumor-associated macrophages (TAM) have been shown to directly and indirectly regulate PD-1/PD-L1 expression in the tumor environment, where M1-type macrophages have been shown to have anti-tumor effects (61). This evidence concerns the gene CD274 and neoplasm.