Peripheral administration of checkpoint inhibitors against PD-1 and CTLA-4 are beneficial against a subset of patients of most cancer types, yet fail to show responses in all patients, primarily due to low tumor mutation burden and pre-existing immunity. This evidence concerns the gene PDCD1 and neoplasm.