Our findings highlight the need for a prospective clinical trial with defined protocols for collection of monotherapy anti-PD1 pre-treatment biopsies at defined time points proximal to therapy and clear biopsy protocols to yield tumor specimens that contain substantial intact stromal interface. This evidence concerns the gene PDCD1 and neoplasm.