Evidence map›Paper›PMID 41896431›Full record

ArticleScientific reports2026

Differential distribution of antiviral serology across multiple sclerosis phenotypes and its implications for disease pathogenesis.

Maria Inmaculada Dominguez-Mozo, Stefano Ruberto, Carla Rodríguez-García, Luisa María Villar, Lucienne Costa-Frossard, Noelia Villarrubia, Yolanda Aladro, Ignacio Casanova-Peño, María Luisa Martínez-Ginés, Jose Manuel García-Domínguez and 6 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

16 authors.

Maria Inmaculada Dominguez-Mozo *Grupo de Investigación de Factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, España.
Stefano Ruberto *Grupo de Investigación de Factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, España.
Carla Rodríguez-GarcíaGrupo de Investigación de Factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, España.
Luisa María VillarServicio de Inmunología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), ISCIII, Red Española de Esclerosis Múltiple, IRYCIS, Madrid, España.
Lucienne Costa-FrossardServicio de Neurología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), ISCIII, Red Española de Esclerosis Múltiple, IRYCIS, Madrid, España.
Noelia VillarrubiaServicio de Inmunología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), ISCIII, Red Española de Esclerosis Múltiple, IRYCIS, Madrid, España.
Yolanda AladroServicio de Neurología, Hospital Universitario de Getafe. / Instituto de Investigación IdiPAZ, Universidad Europea Madrid, Madrid, España.
Ignacio Casanova-PeñoDepartment of Neurology, University Hospital Torrejón, Torrejón de Ardoz, España. / School of Medicine, Francisco de Vitoria University, Madrid, España.
María Luisa Martínez-GinésServicio de Neurología, Hospital General Universitario Gregorio Marañón / Red de Enfermedades Inflamatorias (REI), Madrid, España.
Jose Manuel García-DomínguezServicio de Neurología, Hospital General Universitario Gregorio Marañón / Red de Enfermedades Inflamatorias (REI), Madrid, España.
Isabel Ortega-MadueñoGrupo de Investigación de Factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, España.
Andrea Alonso-GarridoGrupo de Investigación de Factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, España.
Guadalupe Pérez de VillarGrupo de Investigación de Factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, España.
María Angel Garcia-MartinezGrupo de Investigación de Factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, España.
Rafael ArroyoDepartamento de Neurología, Hospital Universitario Quironsalud Madrid, Madrid, España.
Roberto Alvarez-LafuenteGrupo de Investigación de Factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, España. ralvarezlafuente@yahoo.es.

Funding

Ministerio de Ciencia e Innovación (Proyectos de generación de conocimiento)-Fondo Europeo de Desarrollo Regional (Feder) PID2021-126041OB-I00REI: Red de Enfermedades Inflamatorias RD24/0007/0017
6 · The paper itself

Abstract

Multiple sclerosis (MS) is a heterogeneous inflammatory disease of the central nervous system in which environmental factors, particularly viral infections, are thought to contribute to disease susceptibility and progression. However, whether antiviral immune responses differ across clinical phenotypes remains incompletely understood. In this study, we analyzed the distribution of antiviral serology in patients with primary progressive, relapsing–remitting, and secondary progressive MS, comparing them with healthy controls. Serum IgG responses against several neurotropic and non-neurotropic viruses were assessed and evaluated according to disease phenotype, clinical characteristics, and disability measures. We observed distinct serological profiles among MS subtypes, with differential patterns of antiviral antibody prevalence and titers. Notably, specific antiviral responses were associated with progressive forms of the disease and with markers of greater clinical severity. These findings suggest that antiviral immunity is not uniform across MS phenotypes and may reflect divergent pathogenic mechanisms underlying disease progression. Our results support a potential role for virus–host interactions in shaping the clinical course of MS and highlight antiviral serology as a complementary tool to improve disease stratification. Understanding these immune signatures may contribute to refining pathogenic models and identifying novel targets for personalized therapeutic strategies.

Indexed as

Antibodies, ViralMultiple SclerosisAdultDisease ProgressionFemaleHumansImmunoglobulin GMaleMiddle AgedPhenotypeAntibodies, ViralImmunoglobulin GCytomegalovirusEpstein-Barr virusHuman Herpesvirus 6Multiple sclerosissGFAPsNfL

Identifiers

PMID41896431
PMCPMC13039984

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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.