Evidence mapPaperPMID 41258193Full record

ArticleScientific reports2025

Association between gut microbiota composition and physical functioning in patients with knee osteoarthritis: a machine learning study.

Alessandro de Sire, Elettra Mancuso, Nicola Marotta, Mattia Massimino, Roberta Zito, Carolina Averta, Isabella Bartalotta, Angela Palummo, Annamaria Cerantonio, Luigi Citrigno and 5 more

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 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
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  6. Article
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

15 authors.

Alessandro de SireDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Elettra MancusoDepartment of Health Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Nicola MarottaResearch Center on Musculoskeletal Health, MusculoSkeletalHealth@UMG, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Mattia MassiminoDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Roberta ZitoDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Carolina AvertaDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Isabella BartalottaDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Angela PalummoDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Annamaria CerantonioNational Research Council, Institute for Biomedical Research and Innovation (IRIB), 87100, Cosenza, Italy.
Luigi CitrignoNational Research Council, Institute for Biomedical Research and Innovation (IRIB), 87100, Cosenza, Italy.
Matteo SoveriniWellmicro Srl, Via Antonio Canova 30, 40138, Bologna, Italy.
Andrea CastagnettiWellmicro Srl, Via Antonio Canova 30, 40138, Bologna, Italy.
Gaia Chiara ManninoDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy. elettramancuso@unicz.it.
Antonio AmmendoliaDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.
Francesco AndreozziDepartment of Medical and Surgical Sciences, University of Catanzaro "Magna Graecia", 88100, Catanzaro, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gut dysbiosis and systemic inflammation are increasingly recognized in the pathogenesis of knee osteoarthritis (OA). While altered gut microbiota profiles have been reported, the link between specific microbial taxa and physical functioning in OA patients remains understudied. This study investigated the association between gut microbiota composition and clinical/functional outcomes in mild to moderate knee OA. We analysed faecal samples and clinical data from 18 OA patients and 20 age-matched controls, and we used a machine learning approach to assay associations with functional tests. OA patients showed altered gut microbiota diversity. Machine learning identified Blautia luti, Collinsella aerofaciens, and Butyricicoccus faecihominis as discriminating taxa. Correlation analysis revealed distinct associations between genera of Bacteroidetes and Firmicutes with clinical and functional parameters. Species-level analysis identified species like as F. prausnitzii and Blautia luti as relevant for physical performance and pain. For the first time, this study provides novel evidence linking specific gut bacterial taxa to physical functioning and OA symptoms in mild to moderate knee OA. These findings highlight the potential role of the gut-joint axis and warrant further research into underlying mechanisms and microbiota-targeted interventions for OA management.

Indexed as

Gastrointestinal MicrobiomeMachine LearningOsteoarthritis, KneeAgedCase-Control StudiesDysbiosisFecesFemaleHumansMaleMiddle Aged

Identifiers

PMID41258193
PMCPMC12630774

What Socratic holds

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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 Socratic graph.