The Faecalibacterium, Ruminococcaceae, and Clostridiales were enriched in PD-1 inhibitor responders of melanoma and showed a significantly positive correlation with CD8+ T cell infiltrate, as well as frequencies of effector CD4+ and CD8+ T cells in the circulation [29]. This evidence concerns the gene CD8A and melanoma.