Yan Yan, Ke Zhang, Fanqin Li, Lishan Lin, Hanzu Chen, Lai-Bao Zhuo, Jinjian Xu, Zengliang Jiang, Ju-Sheng Zheng, Yu-Ming Chen
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引用次数: 0
Abstract
Background: Many studies have shown that carotenoids are beneficial to non-alcoholic fatty liver disease (NAFLD). Therefore, we explored potential biomarkers of gut microbiota and fecal and serum metabolites linking the association between serum carotenoids and NAFLD in adults.
Methods: This 7.8-year prospective study included 2921 participants with serum carotenoids at baseline and determined NAFLD by ultrasonography (ULS-NAFLD) every 3 years. A total of 828 subjects additionally underwent magnetic resonance imaging to identify NAFLD (MRI-NAFLD). Gut microbiota was analyzed by 16S rRNA sequencing in 1,661 participants, and targeted metabolomics profiling in 893 feces and 896 serum samples was performed by ultrahigh-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) in the middle term.
Results: A total of 2,522 participants finished follow-up visits. Of these participants, 770, 301, 474, and 977 were categorized into NAFLD-free, improved, new-onset, and persistent NAFLD groups based on their ULS-NAFLD status changes, respectively, and 342/828 were MRI-verified NALFD. Longitudinal analyses showed an inverse association between carotenoids and NALFD risk/presence (P-trend <0.05). Multivariable-adjusted odds ratios (ORs)/hazard ratio (HR) [95% confidence intervals (CIs)] of NAFLD for quartile 4 (vs. quartile 1) of total carotenoids were 0.63 (0.50, 0.80) for incident ULS-NAFLD, 0.20 (0.15, 0.27) for persistent ULS-NAFLD, 1.53 (1.10, 2.12) for improved-NAFLD, and 0.58 (0.39, 0.87) for MRI-NAFLD. The biomarkers in the gut-liver axis significantly associated with both serum carotenoids and NAFLD included sixteen microbial genera mainly in Ruminococcaceae and Veillonellaceae family, nineteen fecal metabolites containing medium-chain fatty acids (MCFAs), bile acids, and carnitines, and sixteen serum metabolites belonging to organic acids and amino acids. The total carotenoids-related scores of significant microbial genera, fecal and serum metabolites mediated the carotenoids-NAFLD association by 8.72%, 12.30%, and 16.83% (all P<0.05) for persistent NAFLD and 9.46%, 8.74%, and 15.7% for incident-NAFLD, respectively.
Conclusions: Our study reveals a beneficial association of serum carotenoids and incident and persistent NAFLD. The identified gut-liver axis biomarkers provided mechanistic linkage for the epidemiological association.
期刊介绍:
Hepatobiliary Surgery and Nutrition (HBSN) is a bi-monthly, open-access, peer-reviewed journal (Print ISSN: 2304-3881; Online ISSN: 2304-389X) since December 2012. The journal focuses on hepatopancreatobiliary disease and nutrition, aiming to present new findings and deliver up-to-date, practical information on diagnosis, prevention, and clinical investigations. Areas of interest cover surgical techniques, clinical and basic research, transplantation, therapies, NASH, NAFLD, targeted drugs, gut microbiota, metabolism, cancer immunity, genomics, and nutrition and dietetics. HBSN serves as a valuable resource for professionals seeking insights into diverse aspects of hepatobiliary surgery and nutrition.