CD8A and hepatocellular carcinoma: Akkermansia muciniphila supplementation improves PD-1 blockade efficacy in MAFLD-related HCC models by restoring intestinal barrier integrity, lowering LPS and BA metabolite translocation, and reducing suppressive cells (MDSCs, M2 macrophages), thereby enhancing CD8+ T cell infiltration (50).