Furthermore, CD8+ cells were often located within regions of high SEMA3A expression (Supplementary Fig. 6E); indeed dual-staining of CD31 and CD8 in ccRCC clearly showed that CD8+ cells are restricted to the immediate area surrounding blood vessels (Fig. 6k). This evidence concerns the gene CD8A and nonpapillary renal cell carcinoma.