When comparing cell distribution with exhausted CD8+ T cell distribution, we observed noticeable shared TCRs among peripheral blood and tumor lesions and more exhausted CD8+ T cells enriched in the tumor loci by decreasing in peripheral blood (Fig. 4d), indicating that a fraction of exhausted CD8+ T cells are derived from circulating blood. Here, CD8A is linked to neoplasm.