Cox proportional hazard analysis demonstrated that α-diversity and the abundance of Faecalibacterium and Bacteriodales were significant strong predictors of response to anti-PD-1 therapy in metastatic melanoma patients [25]. This evidence concerns the gene PDCD1 and metastatic melanoma.