Evidence map›Paper›PMID 40666507›Full record

ArticleFrontiers in immunology2025

T-cell repertoire correlates with cytokine imbalance in multiple sclerosis patients.

Lisa Weidner, Rodolphe Poupardin, Tobias Zrzavy, Sandra Laner-Plamberger, Georg Gratz, Tanja Eichhorn, Viktoria Weber, Paulus S Rommer, Christof Jungbauer, Dirk Strunk

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Lisa Weidner *Blood Service for Vienna, Lower Austria and Burgenland, Austrian Red Cross, Vienna, Austria.
Rodolphe Poupardin *Cell Therapy Institute, Paracelsus Medical University, Salzburg, Austria.
Tobias ZrzavyDepartment of Neurology, Medical University of Vienna, Vienna, Austria.
Sandra Laner-PlambergerDepartment for Transfusion Medicine, University Hospital (SALK), Paracelsus Medical University (PMU), Salzburg, Austria.
Georg GratzBlood Service for Vienna, Lower Austria and Burgenland, Austrian Red Cross, Vienna, Austria.
Tanja EichhornDepartment for Biomedical Research, Center for Biomedical Technology, University for Continuing Education Krems, Krems, Austria.
Viktoria WeberDepartment for Biomedical Research, Center for Biomedical Technology, University for Continuing Education Krems, Krems, Austria.
Paulus S RommerDepartment of Neurology, Medical University of Vienna, Vienna, Austria.
Christof JungbauerBlood Service for Vienna, Lower Austria and Burgenland, Austrian Red Cross, Vienna, Austria.
Dirk StrunkBlood Service for Vienna, Lower Austria and Burgenland, Austrian Red Cross, Vienna, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Indroduction: Multiple sclerosis (MS) is mediated by innate and adaptive immune response deviation involving immune cells and cytokines. Here, we investigated whether combined cytokine profiling and T-cell receptor (TCR) repertoire analysis can better display the complex landscape of MS-driving immune responses. Methods: We used advanced computational methods to systematically cluster highly variable individual levels of 48 cytokines in cerebrospinal fluid (CSF) and blood of 24 MS patients compared to that of nine controls. Relevant TCR sequences were compared to 88 healthy controls. We correlated cytokines with predominant shared TCR sequences to identify immune response networks. Results: MS patients had significantly elevated MIP-1α and IP-10 levels in CSF, and additional 36 blood cytokines variably but significantly elevated. We identified 77 predominantly pro-inflammatory cytokine correlations in MS-CSF. TCR sequencing revealed more productive rearrangements in CSF of MS and a significantly higher shared clone recovery rate in blood. We found significant associations involving 492 unique sequences and 34 cytokines in blood. Particularly, the less significant individual cytokine deviations were found to contribute to a general Th1-biased type I immune response correlating with clonal expansion of T cells directed against EBV, CMV, and other infectious agents. Discussion: Correlation of significantly altered T-cell repertoire with cytokine deviations in MS despite individual patient data variability indicates that future diagnostic strategies may need to address immune response patterns rather than individual protein targets.

Indexed as

CytokinesMultiple SclerosisReceptors, Antigen, T-CellT-LymphocytesAdultFemaleHumansMaleMiddle AgedCytokinesReceptors, Antigen, T-Cellbioinformaticscytokine imbalancemultiple sclerosisneuroscienceT cell repertoire

Identifiers

PMID40666507
PMCPMC12259453

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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.