Although PD-L1 is commonly thought to have immunosuppressive effect, we found that higher density of PD-L1+ macrophages in the invasive margin associated with longer colorectal cancer-specific survival independent of stage, grade, and MMR status. The gene discussed is CD274; the disease is colorectal cancer.