Taken together, these data suggest that TRM-like CD8+ T cells are highly active in the epidermis and hair follicles during early melanoma development, where they are closely associated with infiltrating regulatory T cells, suggesting early immune crosstalk and niche formation within the tumor microenvironment. Here, CD8A is linked to melanoma.