Evidence map›Paper›PMID 41235809›Full record

ArticleArthritis & rheumatology (Hoboken, N.J.)2026

Immunologic Profiling Suggests an Association Between Treg Cell Dysfunction and Pain in Knee Osteoarthritis.

Marie Binvignat, Johanna Dubois, Maria Marco Salvador, Paul Stys, Fabien Pitoiset, Alexandra Roux, Michèle Sastre, Signe Hassler, Roberta Lorenzon, Claire Ribet and 17 more

Abstract read
In one paragraph

Article in Arthritis & rheumatology (Hoboken, N.J.), 2026. 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.

  1. Article
  2. Article
  3. 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

27 authors.

Marie BinvignatImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.ORCID 0000-0001-7473-7636
Johanna DuboisImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.ORCID 0009-0009-0440-150X
Maria Marco SalvadorImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Paul StysImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Fabien PitoisetImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Alexandra RouxImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Michèle SastreImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Signe HasslerImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.ORCID 0000-0003-4263-3079
Roberta LorenzonImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Claire RibetImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Vanessa MhannaImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Hélène VantommeImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Leslie AddaImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Pierre BarennesImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Nicolas CoatnoanImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Kenz Le GougeImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Caroline AhengImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Alice CourtiesCentre de Recherche Saint-Antoine, INSERM UMRS-938, Sorbonne Université, Paris, France.
Lise MinssenDepartment of Radiology, Saint-Antoine Hospital, AP-HP, Paris, France.
Atul J ButteBakar Computational Health Science Institute, University of California, San Francisco.
Adrien SixImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Michelle RosenzwajgImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Nicolas TchitchekImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Francis BerenbaumCentre de Recherche Saint-Antoine, INSERM UMRS-938, Sorbonne Université, Paris, France.
David KlatzmannImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.ORCID 0000-0002-0054-3422
Encarnita Mariotti-FerrandizImmunoregulation, Immunopathology, Immunotherapy I3 Laboratory, INSERM UMRS-959, Sorbonne Université, Paris, France.
Jérémie SellamCentre de Recherche Saint-Antoine, INSERM UMRS-938, Sorbonne Université, Paris, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivePain is the hallmark symptom of osteoarthritis (OA), and its biologic drivers remain poorly understood. Although the role of innate immunity in OA has been extensively studied, the involvement of adaptive immunity, in particular Treg cells, is not well understood.

methodsWe performed omics profiling of peripheral blood from 46 patients with knee OA with similar radiographic stage, including deep immunophenotyping, cytokine profiling, transcriptomics, and T cell receptor analysis on sorted CD4+ Treg cells and Teff cells.

resultsWe identified an immunologic signature associated with OA-related pain. Cytokines promoting Treg expansion and activation (with increases of sIL2-RA, sTNFR1, and sTNFR2) were correlated with the Western Ontario and McMaster Universities Arthritis Index (WOMAC) pain subscore, suggesting a potential Treg dysfunction. Nineteen T cell subsets were correlated with WOMAC pain. Notably, we found a negative correlation of cell subsets associated with Treg expansion and activation (FoxP3+CTLA4+, CD4+CD57+, Treg CD95+, and CD4 Treg CD45RA-). Differential gene expression analysis between patients with low and high WOMAC pain intensity (threshold ≥40/100) revealed an upregulation of inflammasome-related genes such as IL1RL1, IL31RA, IFITM3, NLRP3, and IFNG in Treg cells. Functional enrichment analysis highlighted an overrepresentation of innate immune response, interleukin-8, and interferon activation and pro-inflammatory genes in the Treg cells of patients with high pain intensity.

conclusionCollectively, our systems immunology approach highlights potential associations between Treg dysfunctionality and OA-related pain, providing new hypotheses into the adaptive immune system's contribution to OA-related pain.

Indexed as

ArthralgiaOsteoarthritis, KneeT-Lymphocytes, RegulatoryAgedCytokinesFemaleHumansImmunophenotypingMaleMiddle AgedT-Lymphocyte SubsetsCytokines

Identifiers

PMID41235809
PMCPMC13054459

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.