Moreover, core biological pathways that have been previously shown to be associated with TGF-β attenuation of the tumor response to immune checkpoint blockade were also significantly differentially regulated within the dysfunctional CD8+PD-1+TIM-3+ melanoma and SCC TILs (Supplementary Figure 1A). This evidence concerns the gene CD8A and melanoma.