Evidence map›Paper›PMID 41918744›Full record

ArticleFrontiers in immunology2026

The cytokine signature in multiple sclerosis: a study during the SARS-CoV-2 pandemic.

Marco Puthenparampil, Annachiara Marin, Federica De Napoli, Alessandro Di Paola, Annamaria Valentina Mauceri, Susanna Ruggero, Francesca Rinaldi, Paola Perini, Antonella Viola, Barbara Molon and 1 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. 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. Review
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

11 authors.

Marco PuthenparampilDepartment of Neurosciences - DNS, University of Padua, Padua, Italy.
Annachiara MarinImmune-Mediated Nervous System Disease Study Group, Fondazione Istituto di Ricerca Pediatrica Città della Speranza, Padova, Italy.
Federica De NapoliDepartment of Neurosciences - DNS, University of Padua, Padua, Italy.
Alessandro Di PaolaNeuroradiology Unit, Azienda Ospedaliera di Padova, Padua, Italy.
Annamaria Valentina MauceriDepartment of Neurosciences - DNS, University of Padua, Padua, Italy.
Susanna RuggeroDepartment of Neurosciences - DNS, University of Padua, Padua, Italy.
Francesca RinaldiMultiple Sclerosis Centre, Azienda Ospedaliera di Padova, Padua, Italy.
Paola PeriniMultiple Sclerosis Centre, Azienda Ospedaliera di Padova, Padua, Italy.
Antonella ViolaDepartment of Biomedical Sciences, University of Padua, Padua, Italy.
Barbara MolonImmune-Mediated Nervous System Disease Study Group, Fondazione Istituto di Ricerca Pediatrica Città della Speranza, Padova, Italy.
Paolo GalloDepartment of Neurosciences - DNS, University of Padua, Padua, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Multiple sclerosis (MS) is a multifactorial autoimmune disorder resulting from the interplay of genetic susceptibility and environmental exposures. Viral infections, particularly Epstein-Barr virus (EBV), have been implicated in disease pathogenesis through mechanisms such as molecular mimicry. The SARS-CoV-2 pandemic provided a unique opportunity to explore whether large-scale viral exposure influenced early MS immunopathogenesis. Methods: In this cross-sectional study, we compared cytokine profiles in patients with first MS onset during 2020 (pandMS, Results: CXCL13 and BAFF were elevated in both MS and pandMS, consistent with B-cell recruitment and survival. A second cytokine cluster (marked by CCL4) indicative of astrocyte-microglia activation increased exclusively in MS. In pandMS, peripheral IL-7, PDGF-BB, and CCL2 were selectively elevated. Notably, serum and CSF CCL2 correlated only in pandMS, and serum CCL2 associated with white matter lesion burden. Logistic regression distinguished pandMS from MS based on CXCL13 index, CCL4 index, and serum PDGF-BB ( Conclusions: While core MS-associated cytokines remain temporally stable, the pandemic period was associated with a shift toward peripheral immune activation at disease onset in pandMS. These findings likely reflect environmental and behavioral changes during the SARS-CoV-2 pandemic rather than direct viral effects. Our results highlight the dynamic interplay between central and peripheral immune mechanisms in early MS and reinforce the potential role of environmental exposures in modulating disease immunopathogenesis.

Indexed as

COVID-19CytokinesMultiple SclerosisSARS-CoV-2AdultChemokine CXCL13Cross-Sectional StudiesFemaleHumansMaleMiddle AgedPandemicsChemokine CXCL13Cytokinescerebrospinal fluidcytokinesmultiple sclerosisperipheral immune activationSARS-CoV-2

Identifiers

PMID41918744
PMCPMC13033556

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.