Exhausted (terminal differentiation) CD8+ T cells (cluster 10 in Paratumor and cluster 0 in Tumor) were enriched with exhaustion genes CTLA4, PDCD1 and HAVCR2 (Figures 5E, 6C and 6D). This evidence concerns the gene PDCD1 and neoplasm.