We defined a total of six conserved and distinct “cellular neighborhoods (CN)” and one unique spatial architecture with CD8+ T and CD4+ T cell-enriched neighborhoods leads to less proximity of CD8+ T cells to the tumor cells associated with shorter overall survival (OS). This evidence concerns the gene CD8A and neoplasm.