Tumor-associated macrophages (TAMs) contribute the majority of PD-L1 in the TME and colocalize with PD-L1+ HRS cells, which are in extensive contact with PD-1+ T cells in the microenvironmental niche [3]. The gene discussed is PDCD1; the disease is neoplasm.