Highlights
• The gut–liver axis facilitates bidirectional communication, where gut microbes influence liver health and bile acids shape gut microbiota.
• Microbial metabolites, including short-chain fatty acids (SCFAs), bile acids, and indoles strengthen the gut barrier and promote liver repair.
• Personalized interventions like probiotics, prebiotics, and fecal microbiota transplantation (FMT) advance gut–liver health.
• Understanding and translating of gut–liver interactions remain challenges, requiring further exploration for precision medicine.

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