Evidence map›Paper›PMID 40199969›Full record

ArticleScientific reports2025

Unveiling the mechanism of amelioration of adjuvant-induced rheumatoid arthritis by Drynaria quercifolia rhizome extract using network pharmacology and gene expression-based studies.

Debabrata Modak, Subhajit Ghosh, Sourav Sarkar, Sudipta K Roy, Ayan Chakraborty, Arpita Ray, Chirag N Patel, John J Georrge, Subarna Thakur, Soumen Bhattacharjee

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Debabrata ModakCell and Molecular Biology Laboratory, Department of Zoology, University of North Bengal, Raja Rammohunpur, Darjeeling, 734013, West Bengal, India.ORCID http://orcid.org/0000-0003-2285-8959
Subhajit GhoshDepartment of Bioinformatics, University of North Bengal, Raja Rammohunpur, Darjeeling, 734013, West Bengal, India.ORCID http://orcid.org/0000-0002-2897-5956
Sourav SarkarCell and Molecular Biology Laboratory, Department of Zoology, University of North Bengal, Raja Rammohunpur, Darjeeling, 734013, West Bengal, India.ORCID http://orcid.org/0000-0001-5593-3367
Sudipta K RoyCell and Molecular Biology Laboratory, Department of Zoology, University of North Bengal, Raja Rammohunpur, Darjeeling, 734013, West Bengal, India.ORCID http://orcid.org/0000-0002-1352-6074
Ayan ChakrabortyVirus Research and Diagnostic Laboratory, North Bengal Medical College and Hospital, Darjeeling, 734012, West Bengal, India.
Arpita RayGenetics and Molecular Biology Laboratory, Department of Zoology, University of North Bengal, Darjeeling, 734013, West Bengal, India.ORCID http://orcid.org/0009-0000-0489-8928
Chirag N PatelTranslational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.ORCID http://orcid.org/0000-0003-0777-7720
John J GeorrgeDepartment of Bioinformatics, University of North Bengal, Raja Rammohunpur, Darjeeling, 734013, West Bengal, India.ORCID http://orcid.org/0000-0002-9858-6112
Subarna ThakurDepartment of Bioinformatics, University of North Bengal, Raja Rammohunpur, Darjeeling, 734013, West Bengal, India. subarna.thakur@nbu.ac.in.ORCID http://orcid.org/0000-0003-4437-8665
Soumen BhattacharjeeCell and Molecular Biology Laboratory, Department of Zoology, University of North Bengal, Raja Rammohunpur, Darjeeling, 734013, West Bengal, India. soumenb@nbu.ac.in.ORCID http://orcid.org/0000-0003-3881-9575

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rhizomes of Drynaria quercifolia have long been traditionally used to manage rheumatic pain. However, there is limited research supporting this traditional practice and insufficient evidence demonstrating the molecular mechanisms of action of plant-derived bioactives in rheumatoid arthritis (RA). The current study aims to identify the effective components in Drynaria quercifolia methanol rhizome extract (DME) and their probable pharmacological mechanisms in alleviating Rheumatoid Arthritis (RA) using network-pharmacology, molecular docking, molecular-dynamics simulations, and gene expression-based validation. Gas chromatography-mass spectrometry (GC-MS) based screening identified 41 volatile phytocomponents from DME having drug-like potentiality. Network pharmacology-based screening revealed 117 therapeutic targets for RA of which 11 have been identified as core targets. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis indicated that key target genes were mostly enriched in the inflammatory response associated with multiple signalling pathways. Molecular docking and molecular dynamics studies revealed that key target proteins like serine/threonine-protein kinase (AKT1), peroxisome proliferator-activated receptor alpha (PPARA), and peroxisome proliferator-activated receptor gamma (PPARG), exhibited strong binding affinity and stable interactions with multiple phytocomponents present in DME. For experimental verification FCA (Freund's complete adjuvant)-induced chronic arthritis model employed for further molecular investigation. Quantitative reverse transcription polymerase chain reaction (qRT-PCR) results validated that DME significantly (p ≤ 0.05) regulate the expression of key identified target genes AKT and PPARG in experimental RA model. Moreover, this study further confirmed that DME significantly (p ≤ 0.05) downregulated pro-inflammatory mediators like COX-2, IL-6 and TNF-α at gene and protein levels and also normalized (p ≤ 0.05) different oxidative stress parameters in both the low and high dose groups of DME-treated arthritic animals. In conclusion, the network-based in silico approach indicated that the phytocomponents present in DME probably act in a synergistic way to modulate key identified targets associated with RA, which was further validated by experimental studies. Therefore, DME could be a potential alternative in immunomodulatory therapies to combat RA and related chronic inflammatory conditions.

Indexed as

Arthritis, ExperimentalArthritis, RheumatoidPlant ExtractsPolypodiaceaeRhizomeAnimalsGene Expression RegulationMiceMolecular Docking SimulationMolecular Dynamics SimulationNetwork PharmacologyPlant ExtractsCytokineDrynaria QuercifoliaGene expressionInflammationMolecular dockingNetwork pharmacologyRheumatoid arthritis

Identifiers

PMID40199969
PMCPMC11978801

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.