Recently, a study found that macrophages treated with an anti-PD-L1 antibody increased macrophage proliferation and their pro-inflammatory response, however, treatment with PD-1 and PD-L1 neutralizing antibodies resulted in decreased tumorigenesis in a B16 melanoma animal model [120]. This evidence concerns the gene PDCD1 and melanoma.