Richness of Bifidobacterium spp., Akkermanisa muciniphila and Enterococcus hire improves anti-tumor specific immunity and the response to anti-PD-1 or anti-PD-L1 immunotherapy by activating antigen-presenting cells and cytotoxic T cells within the tumor. The gene discussed is PDCD1; the disease is neoplasm.