Evidence map›Paper›PMID 41070760›Full record

ArticleAnnals of neurology2026

Epstein-Barr Virus, Lower Vitamin D, Low Sun Exposure, and HLA-DRB1*1501 Risk Variant Share Common Epigenetic Pathways Leading to Multiple Sclerosis Onset.

Steve Simpson-Yap, Ellen Morwitch, Samuel A Tanner, Sarah M Thomson, Alex Eisner, Rod A Lea, Trevor J Kilpatrick, Jeannette Lechner-Scott, Rodney J Scott, Alexandre Xavier and 16 more

Abstract read
In one paragraph

Article in Annals of neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. 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

26 authors.

Steve Simpson-Yap *The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0001-6521-3056
Ellen Morwitch *The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0001-7141-3134
Samuel A TannerThe Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.
Sarah M ThomsonThe Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0002-5120-3997
Alex EisnerThe Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0002-7008-1737
Rod A LeaCentre for Genomics and Personalised Health, School of Biomedical Science, Queensland University of Technology, Kelvin Grove, QLD, Australia.ORCID 0000-0002-1148-5862
Trevor J KilpatrickThe Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0003-3999-085X
Jeannette Lechner-ScottSchool of Medicine and Public Health, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0002-3850-447X
Rodney J ScottHunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0001-7724-3404
Alexandre XavierHunter Medical Research Institute, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0002-6397-051X
Vicki E MaltbySchool of Medicine and Public Health, The University of Newcastle, Callaghan, NSW, Australia.ORCID 0000-0002-3785-4742
Robyn M LucasNational Centre for Epidemiology and Population Health, The Australian National University, Acton, ACT, Australia.ORCID 0000-0003-2736-3541
Bruce V TaylorMS Research Flagship, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia.ORCID 0000-0003-2807-0070
Brett A LidburyNational Centre for Epidemiology and Population Health, The Australian National University, Acton, ACT, Australia.ORCID 0000-0003-2211-989X
Simon A BroadleySchool of Medicine and Dentistry, Gold Coast Campus, Griffith University, Southport, QLD, Australia.ORCID 0000-0002-9429-4307
Ingrid van der MeiMS Research Flagship, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia.ORCID 0000-0001-9009-7472
Mehari Woldemariam MeridThe Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.
Boris NovakovicMurdoch Children's Research Institute, The University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0002-5623-9008
Richard SafferyMurdoch Children's Research Institute, The University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0002-9510-4181
Anna Karin HedströmDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-6612-4749
Pernilla StridhDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0003-4855-0039
Tomas OlssonDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-2938-1877
Maja JagodicDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0003-0756-889X
Lars AlfredssonDepartment of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0003-1688-6697
Anne-Louise PonsonbyThe Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0002-6581-3657
Ausimmune Investigator Group

Funding

Forskningsrådet om Hälsa, Arbetsliv och VälfärdKnut och Alice Wallenbergs StiftelseMargaretha af Ugglas StiftelseMedical Research Future FundMultiple Sclerosis AustraliaNational Health and Medical Research CouncilNational Multiple Sclerosis SocietyStockholm läns landsting, ALF ProjectSwedish Brain Foundation (Hjärnfonden)
6 · The paper itself

Abstract

objectivesMultiple sclerosis (MS) onset risk factors include Epstein-Barr virus (EBV) indices (including host response), lower serum 25-vitamin D (25(OH)D) levels, low sun exposure, and HLA-DRB1*1501. The underlying molecular mechanisms are unclear. Here, we examined mediation through differential DNA methylation (DNAm) to better understand possible epigenetic programming.

methodsTwo case-control studies (Ausimmune Study, Australia = 206 cases + 348 controls; and Epidemiologic Investigations of MS [EIMS], Sweden = 140 cases + 139 controls). DNAm was measured using Illumina arrays. Dimension-reduction methods generated MS-associated DNAm modules. Pathway enrichment analyses were used to describe DNAm modules' system-level biological characteristics. Individual and joint associations with MS risk were assessed using logistic regression. DNAm module mediation of risk factor-outcome associations were assessed using mediation analysis. A range of temporality analyses were used.

resultsEBV indices (infectious mononucleosis history and anti-EBNA IgG titer), lower 25(OH)D, low sun exposure, and HLA-DRB1*1501 risk variant were individually and jointly associated with MS risk. In each study, 2 DNAm modules were found which mediated multiple exposure-MS associations. Proportions mediated ranged from 21 to 47% in Ausimmune and 25 to 53% in EIMS. Results were robust to sensitivity analyses. Top-ranked genomewide association study (GWAS) MS risk-associated genes were over-represented in both Ausimmune DNAm modules, A1 3.5-fold (p = 0.004) and A2 3-fold (p = 0.015). Reactome pathways enriched for DNAm had cross-study overlap - 45% of pathways enriched in Ausimmune DNAm modules were also enriched in EIMS (4.82-fold, p < 0.001).

interpretationEBV, lower vitamin D, low sun exposure, and HLA-DRB1*1501 risk variant act in concert and through common epigenetic pathways to impact MS onset risk. ANN NEUROL 2026;99:341-355.

Indexed as

Epigenesis, GeneticEpstein-Barr Virus InfectionsHerpesvirus 4, HumanHLA-DRB1 ChainsMultiple SclerosisSunlightVitamin DAdultCase-Control StudiesDNA MethylationFemaleGenetic Predisposition to DiseaseHumansMaleMiddle AgedRisk FactorsHLA-DRB1*15:01 antigenHLA-DRB1 ChainsVitamin D

Identifiers

PMID41070760
PMCPMC12894492

What OpenQuestion holds

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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.