The clustering of neighborhoods into regions was also visualized with UMAP analysis, which again revealed additional structure to region associations and marked separation of T cell rich vs. CEA+ tumor nest neighborhoods (Figure 6B). The gene discussed is CEACAM5; the disease is neoplasm.