To understand the role of TME in the response to anti-PD1 agents, we analyzed multiple tumor regions of the discovery cohort with IMC (Supplementary Figure 3A) using markers for T cells, macrophages, neutrophils, dendritic cells, and B cells as well as the tissue structure (Supplementary Table 5). Here, PDCD1 is linked to neoplasm.