This is suggested by previous results in melanoma, indicating that pre-existing antigen-specific PD-1+ CD8+ T cells in the blood are functional activated cells that suffer from exhaustion after interaction with cancer cells [80]. This evidence concerns the gene CD8A and melanoma.