A significant correlation between PD-1 blocking treatment efficacy and enterobacteria (i.e., Bifidobacterium) levels was reported in a mouse model of melanoma B16 cells, suggesting the potential of microbiota composition as a predictive biomarker for PD-1 blockade therapy [42]. Here, PDCD1 is linked to melanoma.