In melanoma, the high abundance of Ruminoccocus, Faecalibacterium, and Clostridium was related to improved function of CD4+ and CD8+ T cells as well as better antitumor effects of immune checkpoint inhibitors [36]. The gene discussed is CD8A; the disease is melanoma.