The CD8+ PBMC cluster of Pop3 and Pop4 and CD4eff PBMC cluster of Pop0 and Pop4 (Fig. 2B) were distinctly different to the other tissue types with lower expression of checkpoint markers (PD-1, ICOS, and CTLA-4), suggesting a less regulated immune tumor environment in the periphery. This evidence concerns the gene CD8A and neoplasm.