The snapshots from the simulations initialized with CODEX data revealed that in the in silico 25% PD-1+ T cell condition there is a front of attacking T cells on the periphery of the tumor and that the tumor cells on the border with these T cells are inflamed (Figure 5E). This evidence concerns the gene PDCD1 and neoplasm.