Collectively, our results suggest that the abundance of CD8+ T cells at the high-exhaustion state was positively correlated with TCR expansion level in melanoma and associated with patient’s overall survival and response to anti-PD1 ICB. This evidence concerns the gene CD8A and melanoma.