For example, we identify CD49f as a robust marker of naïve-like or recently activated T cells, and CD103 as primary a marker of T cells exhibiting transcriptional profiles characteristic of exhaustion, preferentially localized at the tumor interface. This evidence concerns the gene ITGAE and neoplasm.