Additionally, we now know that tumor architecture is important in defining function and biology, and this is well studied in kidney cancer, with CD8+ T cell location defining exhaustion state and the epithelial to mesenchymal transcriptional program co-localizing with macrophages at the tumor–normal interface, for example [41]. Here, CD8A is linked to neoplasm.