Evidence map›Paper›PMID 41451519›Full record

ArticleArthritis & rheumatology (Hoboken, N.J.)2026

DNA Methylation Profiling Reveals Distinct Epigenetic Clusters and Suggests Epigenetic Patterns Associated With Sex and Disease Activity in Childhood-Onset Lupus.

Desiré Casares-Marfil, Gülşah Kavrul Kayaalp, Vafa Guliyeva, Özlem Akgün, Şeyma Türkmen, Elif Kılıç Könte, Seher Şener, Sezgin Şahin, Özgür Kasapçopur, Betül Sözeri and 4 more

Abstract read
PubMed Publisher
In one paragraph

Article in Arthritis & rheumatology (Hoboken, N.J.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Desiré Casares-MarfilDivision of Rheumatology, Department of Pediatrics, University of Pittsburgh, Pittsburgh, Pennsylvania.ORCID https://orcid.org/0000-0002-4928-3545
Gülşah Kavrul KayaalpDivision of Rheumatology, Department of Pediatrics, University of Pittsburgh, Pittsburgh, Pennsylvania.ORCID https://orcid.org/0000-0001-7490-7076
Vafa GuliyevaDivision of Pediatric Rheumatology, Department of Pediatrics, Istanbul University Faculty of Medicine, Istanbul, Turkey.ORCID https://orcid.org/0000-0002-1663-015X
Özlem AkgünDivision of Pediatric Rheumatology, Department of Pediatrics, Istanbul University Faculty of Medicine, Istanbul, Turkey.
Şeyma TürkmenDivision of Pediatric Rheumatology, Department of Pediatrics, University of Health Sciences, Umraniye Research and Training Hospital, Istanbul, Turkey.ORCID https://orcid.org/0000-0002-2318-0361
Elif Kılıç KönteDivision of Pediatric Rheumatology, Department of Pediatrics, Istanbul University-Cerrahpaşa, Istanbul, Turkey.
Seher ŞenerDivision of Pediatric Rheumatology, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey.ORCID https://orcid.org/0000-0003-1564-8996
Sezgin ŞahinDivision of Pediatric Rheumatology, Department of Pediatrics, Istanbul University-Cerrahpaşa, Istanbul, Turkey.
Özgür KasapçopurDivision of Pediatric Rheumatology, Department of Pediatrics, Istanbul University-Cerrahpaşa, Istanbul, Turkey.ORCID https://orcid.org/0000-0002-1125-7720
Betül SözeriDivision of Pediatric Rheumatology, Department of Pediatrics, University of Health Sciences, Umraniye Research and Training Hospital, Istanbul, Turkey.ORCID https://orcid.org/0000-0002-5079-5644
Selçuk Sözer TokdemirDepartment of Genetics, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Turkey.
Seza ÖzenDivision of Pediatric Rheumatology, Department of Pediatrics, Hacettepe University Faculty of Medicine, Ankara, Turkey.ORCID https://orcid.org/0000-0003-2883-7868
Nuray Aktay AyazDivision of Pediatric Rheumatology, Department of Pediatrics, Istanbul University Faculty of Medicine, Istanbul, Turkey.ORCID https://orcid.org/0000-0003-3594-7387
Amr H SawalhaDepartments of Pediatrics, Medicine, and Immunology, Lupus Center of Excellence, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.ORCID https://orcid.org/0000-0002-3884-962X

Funding

Role of DNA methylation in lupusR01AI097134 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Amr H Sawalha · 2013 to 2026
$4.5M
NIAID NIH HHS R01 AI097134
6 · The paper itself

Abstract

objectiveSystemic lupus erythematosus (SLE) is a chronic autoimmune disease affecting multiple organs, with childhood-onset SLE (cSLE) typically presenting a more severe course and greater genetic risk than adult-onset SLE. Although DNA methylation plays a key role in lupus pathogenesis, the epigenetic landscape of cSLE remains understudied. This study aimed to investigate DNA methylation changes in cSLE.

methodsA total of 64 patients with cSLE and 47 healthy control DNA samples isolated from peripheral blood mononuclear cells (PBMCs), along with an independent validation cohort of 38 patient DNA samples from whole blood, were analyzed. DNA methylation was assessed using the Infinium MethylationEPIC version 2.0 array. Methylation differences were tested via linear regression adjusting for age, sex, medication use, and cell composition. Clinical features were compared using the chi-square test or Fisher's exact test, and Gene Ontology enrichment was conducted.

resultsDifferential methylation analysis revealed significant hypomethylation in interferon-regulated genes (eg, DTX3L, PARP9, IFI44L, MX1), enriched in type I interferon-related processes. Hypomethylation in genes linked to B cell activation and senescence correlated with higher SLE Disease Activity Index scores. K-means clustering identified three distinct methylation-based cSLE subgroups, each enriched for different biologic processes: cell adhesion and growth factor response (cluster 1), cell differentiation and fate (cluster 2), and oxidative stress and Ras-associated protein-1 signaling (cluster 3). Sex-based analysis showed immune-related hypomethylation in male patients, with almost 90% of these sites identified in PBMCs also replicating in an independent whole blood dataset.

conclusioncSLE displays distinct DNA methylation patterns associated with disease activity, molecular subgroups, and sex, underscoring the potential for epigenetically informed diagnostics and therapies.

Indexed as

DNA MethylationEpigenesis, GeneticLupus Erythematosus, SystemicAdolescentAge of OnsetCase-Control StudiesChildFemaleHumansInterferon Type ILeukocytes, MononuclearMaleMyxovirus Resistance ProteinsSeverity of Illness IndexSex FactorsTumor Suppressor ProteinsIFI44L protein, humanInterferon Type IMyxovirus Resistance ProteinsTumor Suppressor Proteins

Identifiers

PMID41451519

What OpenQuestion holds

Textmetadata
Read underepoch 390

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 OpenQuestion graph.