Analyses of samples from patients with melanoma provided an interesting translational correlate of these findings, demonstrating that following treatment with anti-PD-1, significantly lower numbers of functional, cytokine-producing CD8+ T cells in were found in tumors with the highest oxygen consumption rates (Najjar et al., 2019). Here, CD8A is linked to melanoma.