Compared to cutaneous melanoma, acral melanoma samples displayed an immunosuppressive environment associated with decreased cytotoxic CD8 + T cells, increased CD8 + T cell exhaustion, and enrichment of immunosuppressive Tregs. Here, CD8A is linked to acral lentiginous melanoma.