To objectively investigate additional exhausted T cell phenotypes and associated metabolic signatures, we integrated the expression of immune checkpoint receptors (ICRs) and activation markers with the transcriptional profiles of CD8+ TILs (melanoma and SCC) and peripheral CD8+ T cells (Figure 2). This evidence concerns the gene CD8A and melanoma.