In patient #1, after exposure to anti-PD-1, nodal tissue tumor spatial analysis found CD8+ lymphocytes were almost exclusively on the periphery of the tumor zone, and macrophages at the periphery of the tumor area were a mixture of CD68+ and CD163+. Here, CD163 is linked to neoplasm.