While Oliveira et al.1 illustrated the correlation of CD8+ TIL phenotypes with tumor specificity, Li et al.3 identified the dynamic process of CD8+ T cell differentiation in the context of the TME in melanoma, and they observed a continuum of exhaustion cell states within the intratumoral T cell pool. This evidence concerns the gene CD8A and melanoma.