Evidence map›Paper›PMID 39677295›Full record

ArticleJournal of inflammation research2024

Unveiling the Therapeutic Potential of Berberine in Rheumatoid Arthritis: A Comprehensive Study of Network Pharmacology, Metabolomics, and Intestinal Flora.

Bocun Li, Jing Liu, Chuan He, Zhou Deng, Xiaohong Zhou, Rui Peng

Erratum issuedAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  3. Review
  4. Review
  5. Article
  6. Review
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Bocun Li *College of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, People's Republic of China.
Jing Liu *College of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, People's Republic of China.ORCID 0009-0008-4541-0712
Chuan HeCollege of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, People's Republic of China.
Zhou DengHuazhong University of Science and Technology, Union Hospital, Tongji Medical College, Department of Acupuncture, Wuhan, Hubei, People's Republic of China.
Xiaohong ZhouCollege of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, People's Republic of China.
Rui PengCollege of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

16S rRNA sequencingberberinegut microbiotanetwork pharmacologyrheumatoid arthritisserum metabolism

Identifiers

PMID39677295
PMCPMC11645930

What Socratic holds

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Registered trials

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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.