Evidence map›Paper›PMID 41948318›Full record

ArticleFrontiers in immunology2026

HERV-W association with serum biomarkers NfL and GFAP in multiple sclerosis.

Stefano Ruberto, Maria I Dominguez-Mozo, Luisa María Villar, Lucienne Costa-Frossard, Noelia Villarrubia, Yolanda Aladro, Ignacio Casanova-Peño, Inés González-Suárez, María Angel Garcia-Martinez, Rafael Arroyo 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. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Stefano RubertoGrupo 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, Spain.
Maria I Dominguez-MozoGrupo 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, Spain.
Luisa María VillarServicio de Inmunología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), ISCIII, Red Española de Esclerosis Múltiple, Instituto Ramón y Cajal de Investigación Sanitaria, Madrid, Spain.
Lucienne Costa-FrossardServicio de Neurología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), Red Española de Esclerosis Múltiple, Madrid, Spain.
Noelia VillarrubiaServicio de Inmunología, Hospital Universitario Ramón y Cajal, Red de Enfermedades Inflamatorias (REI), ISCIII, Red Española de Esclerosis Múltiple, Instituto Ramón y Cajal de Investigación Sanitaria, Madrid, Spain.
Yolanda AladroServicio de Neurología, Hospital Universitario de Getafe, Getafe, Spain.
Ignacio Casanova-PeñoDepartment of Neurology, University Hospital Torrejón, Torrejón de Ardoz, Getafe, Spain.
Inés González-SuárezUnidad de Enfermedades Desmielinizantes, Hospital Álvaro Cunqueiro, Red de Enfermedades Inflamatorias (REI), Vigo, Spain.
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, Spain.
Rafael ArroyoDepartamento de Neurología, Hospital Universitario Quironsalud Madrid, Madrid, Spain.
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, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Serum biomarkers of multiple sclerosis (MS), such as glial fibrillary acidic protein (sGFAP) and neurofilament light chain (sNfL), are established indicators of disease progression and disability. Human endogenous retrovirus of the W family (HERV-W) is repeatedly associated with MS neuroinflammation, but its relationship with neural injury biomarkers is unclear. Methods: We measured anti-pHERV-W, -syncytin-1 IgG and their Ratio (HERV-W) in 83 RR-MS patients and 112 healthy controls (HC). Age and sex-adjusted sNfL/sGFAP Z-scores were derived from HC-calibrated GAMLSS models. HERV-W humoral responses were correlated with MS severity score (MSSS), cytokines (Olink™), and clinical phases (acute MS [AMS], stable MS [SMS]) Results: HERV-W showed no difference between MS patients and HC, consistent with stable low-EDSS RR-MS predominance. HERV-W ratio correlated positively with Z-sNfL (ρ=0.67, p=0.012), Z-sGFAP (ρ=0.54, p=0.048), MSSS, and proinflammatory cytokines (IL-6, IL-1β and CXCL-9/10) specifically in AMS and SMS-EDSS>4 subgroups. AMS patients with elevated sNfL (>10 pg/ml; Z-score >1.5) exhibited markedly higher HERV-W than those with lower sNfl values. Discriminant models combining HERV-W, sNfL, and sGFAP achieved 82% of accuracy for MS-EDSS>4 classification; excluding HERV-W reduced the correct MS-EDSS>4 classification by 9.1%. Conclusions: HERV-W humoral activity shows state-specific associations with sNfL and sGFAP and proinflammatory status in acute and high-disability MS phases. These findings support integrating HERV-W humoral response into dynamic biomarker panels to better stratify patients by inflammatory burden and disability trajectory, positioning it as a cofactor linking immune dysregulation to neurodegeneration rather than a singular MS marker.

Indexed as

Endogenous RetrovirusesGlial Fibrillary Acidic ProteinMultiple SclerosisNeurofilament ProteinsAdultBiomarkersCytokinesFemaleGene Products, envHumansMaleMiddle AgedPregnancy ProteinsBiomarkersCytokinesGene Products, envGFAP protein, humanGlial Fibrillary Acidic Proteinneurofilament protein LNeurofilament ProteinsPregnancy ProteinssyncytinbiomarkerGFAPHERV-Wmultiple sclerosisNfL

Identifiers

PMID41948318
PMCPMC13050694

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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.