PDCD1 and melanoma: Indeed, we observed by mIF that the PD-1high CD8 T cells are also co-expressing TIM-3 (Supplementary Figure S4), and by flow cytometry, the PD-1+ CD8 T cell clusters found in melanoma also co-express TIM-3 and CD39 (Supplementary Figure S9).