There is evidence that tumor characteristics such as the presence of an immune cell infiltrate, expression of PD-L1 on tumor and/or immune cells, and an elevated mutational load with corresponding expression of neoantigens are predictive of anti-tumor activity with PD-1 pathway inhibition [7–10]. This evidence concerns the gene CD274 and neoplasm.