UMAP plots of representative CD8+ T cells revealed a distinct subset of PD-1hi cells co-expressing TOX, Ki67, and CD39 (Fig. 2f), which are associated with T-cell exhaustion14,16, proliferative activity, and tumor specificity6–11, respectively. Here, MKI67 is linked to neoplasm.