Highlights
• Rutin supplementation significantly ameliorated hepatic lipid accumulation, inflammation, and inflammatory injury in HFD-induced MAFLD mice.
• FMT experiments combined with 16S rRNA sequencing and untargeted metabolomics demonstrated that rutin supplementation ameliorates MAFLD by modulating the gut microbiota.
• Antibiotic experiments and network pharmacology analysis showed that rutin could supplementation improve MAFLD through the blood entry pathway.
• Transcriptome analysis revealed that rutin supplementation ameliorates MAFLD through modulation of both MAPK and PI3K/AKT signaling pathways.
• PI3K/AKT and MAPK signaling pathways are synergistic pathways of the gut microbiota and the blood entry pathways.

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