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]. This evidence concerns the gene CD4 and melanoma.