The RCC tumor microenvironment is unlike that of other tumor types 38; in most cancers, increased CD8+ T cell density is associated with improved prognosis 6, yet in RCC increased CD8+ T cell density is often associated with a worse outcome 39. Here, CD8A is linked to cancer.