Using multiplexed immunofluorescence, we spatially mapped CD8+ effector Tumor-Infiltrating Lymphocytes (TILs) and the APM components TAP1 and TAP2 in 819 baseline/pre-treatment NSCLCs from patients treated with and without PD-1 axis blockers in 4 independent cohorts. The gene discussed is CD8A; the disease is neoplasm.