One patient (pt #1) with large adenectomy provided a comprehensive architectural tumor tissue analysis and had a nearly complete exclusion of CD8+ lymphocytes outside of the tumor area after anti-PD-1 therapy. The gene discussed is CD8A; the disease is neoplasm.