PDCD1 and melanoma: In a recent study by Tirosh et al. results from single cell RNA sequencing of CD8+ T cells from melanoma tumors identified a core exhaustion signature independent of T cell activation, comprising of genes encoding inhibitory receptors (TIM-3, PD-1, LAG-3, CTLA-4) and NFATC1 (49).