ArticleJournal of inflammation research2024
Unveiling the Therapeutic Potential of Berberine in Rheumatoid Arthritis: A Comprehensive Study of Network Pharmacology, Metabolomics, and Intestinal Flora.
Article in Journal of inflammation research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 7 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effects of traditional Chinese medicine polysaccharides on rheumatoid arthritis through gut microbiota modulation: a systematic review in animal models.Frontiers in immunology · 2026Pooled it
- Network pharmacology, molecular docking, and In Vitro evaluation of morin against gastric cancer.Molecular diversity · 2026Article
- Berberine in Inflammatory Bowel Disease: Integrative Regulation of the Microbiota-Immune-Barrier Axis.International journal of molecular sciences · 2026Review
- Gut microbiota dysbiosis in rheumatoid arthritis: mechanisms linking intestinal barrier dysfunction to synovial inflammation.Frontiers in immunology · 2026Review
- Integrating network pharmacology, microbiomics, and metabolomics to uncover the therapeutic effect of Liubao tea on osteoarthritis.Frontiers in immunology · 2026Article
- Traditional Chinese medicine and plant metabolites for rheumatoid arthritis via modulating gut microbiota: a scoping review evaluating the transition from correlation to causality.Frontiers in pharmacology · 2026Review
- Untargeted metabolomics reveals the metabolic characteristics and biomarkers of obstetric antiphospholipid syndrome and undifferentiated connective tissue disease.Frontiers in molecular biosciences · 2025Article
Corrections and comments
- Erratum issued
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Purpose: Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease influenced by environmental triggers, including the commensal microbiota. Recent research has highlighted distinctive features of the gut microbiota in RA patients. This study investigates the therapeutic potential of berberine (BBR), a gut microbiota modulator known for its significant anti-RA effects, and elucidates the underlying mechanisms. Methods: Utilizing the collagen-induced arthritis (CIA) rat model, we comprehensively evaluated the anti-rheumatoid arthritis effects of BBR in vivo through various indices, such as paw edema, arthritis index, ankle diameter, inflammatory cytokine levels, pathological conditions, and micro-CT analysis. Employing network pharmacology, we identified potential targets involved in RA alleviation by BBR. To analyze comprehensive metabolic profiles and identify underlying metabolic pathways, we conducted a serum-based widely targeted metabolomics analysis utilizing LC-MS technology. An integrated network encompassing metabolomics and network pharmacology data was constructed using Cytoscape. The potential therapeutic targets and signaling pathways of BBR in the management of RA were predicted using network pharmacology. Key targets and pathways were further validated by molecular docking and immunofluorescent staining, which integrated findings from serum metabolomics and network pharmacology analysis. Additionally, we analyzed the gut microbiota composition in rats employing 16S rDNA sequencing and investigated the effects of BBR on the microbiota of CIA rats through bioinformatics and statistical methods. Results: Our results showed that BBR demonstrated significant efficacy in alleviating RA symptoms in CIA rats, as evidenced by improvements in paw redness and swelling, attenuation of bone and cartilage damage, reduction in synovial hyperplasia, inflammatory cell infiltration, and suppression of proinflammatory cytokines IL-1β, IL-6, IL-17A, and TNF-α. KEGG analysis highlighted the PI3K/AKT signaling pathway as a key mediator of BBR's anti-RA effects. Metabolomics profiling via LC-MS revealed 22 potential biomarkers. Arginine and proline metabolism, cutin, suberine and wax biosynthesis, glycine, serine and threonine metabolism and taurine and hypotaurine metabolism are the most related pathways of BBR anti-RA. Molecular docking studies corroborated high affinities between BBR and key targets. Furthermore, 16S analysis demonstrated BBR's capacity to modulate gut bacteria composition, including an increase in the abundance of Lachnoclostridium, Akkermansia, Blautia, Romboutsia, and Faecalibacterium genera, alongside a decrease in Prevotella_9 abundance in genus level. Integrated analysis underscored a strong correlation between serum microbiota and fecal metabolites. Conclusion: Our findings elucidate the multifaceted mechanisms underlying BBR's therapeutic efficacy in RA, involving inhibition of the PI3K/AKT pathway, modulation of intestinal flora, and regulation of host metabolites. These insights provide novel perspectives on BBR's role in RA management.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.