Evidence map›Paper›PMID 42434801›Full record

ArticleRheumatology (Oxford, England)2026

Methylation and polygenic risk scores capture different features of Systemic Lupus Erythematosus.

Holme Vestin, Nina Oparina, Maija-Leena Eloranta, Elisabeth Skoglund, Ioanna Giannakou, Martina Frodlund, Iva Gunnarsson, Christopher Sjöwall, Elisabet Svenungsson, Lars Rönnblom and 2 more

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Article in Rheumatology (Oxford, England), 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Holme VestinDepartment of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden.
Nina OparinaDepartment of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden.
Maija-Leena ElorantaDepartment of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden.
Elisabeth SkoglundDepartment of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden.
Ioanna GiannakouDepartment of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden.
Martina FrodlundDepartment of Biomedical and Clinical Sciences, Division of Inflammation and Infection/Rheumatology, Linköping University, Linköping, Sweden.
Iva GunnarssonDivision of Rheumatology, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.ORCID 0000-0002-4514-7706
Christopher SjöwallDepartment of Biomedical and Clinical Sciences, Division of Inflammation and Infection/Rheumatology, Linköping University, Linköping, Sweden.ORCID 0000-0003-0900-2048
Elisabet SvenungssonDivision of Rheumatology, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden.ORCID 0000-0003-3396-3244
Lars RönnblomDepartment of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden.
Juliana Imgenberg-KreuzDepartment of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden.ORCID 0000-0002-7230-8990
Dag LeonardDepartment of Medical Sciences, Rheumatology, Uppsala University, Uppsala, Sweden.

Funding

King Gustaf V's 80-Year FoundationSwedish Society for Medical Research S20-0127the Agnes and Mac Rudberg Foundationthe Gurli and Edward Brunnberg Foundation and the County Council of Uppsalathe Gustafsson Foundationthe Ingegerd Johansson donationthe Knut and Alice Wallenberg Foundation 2011.0073the Selander Foundationthe Swedish Research Council for Medicine and Health 521-2013-2830the Swedish Rheumatism Associationthe Swedish Society of Medicine
6 · The paper itself

Abstract

objectivesThe aetiopathogenesis of SLE encompasses genetic, environmental and epigenetic factors. We investigated associations between an SLE methylation risk score (MRS), HLA-DRB1*03:01, a non-HLA polygenic risk score (PRS), and clinical and immunological phenotypes.

methodsDNA methylation in whole blood from patients fulfilling ≥4 ACR-82 criteria and from controls was investigated using the Illumina HM450K array. The discovery cohort included 311 patients and 400 controls, and the replication cohort comprised 175 patients and 187 controls. Seventeen independent, top differentially methylated CpG sites (Δβ of ≥0.1) from case-control comparisons were used to calculate the MRS. Genotyping was performed using the Immunochip, and the PRS included 57 non-HLA SLE single-nucleotide variants. Clinical data were collected from patient charts, and serum IFN-α2 was measured using Simoa.

resultsHigher MRS was strongly associated with serum IFN-α2 levels (P = 1.04 × 10-14). In both cohorts, higher MRS was associated with DLE, immunologic involvement, and anti-SSA/SSB/RNP/Sm autoantibodies (all P < 0.05), and with higher disease activity in the discovery cohort (P = 1.50 × 10-4). MRS was also elevated in patients with multiple autoantibodies (P < 1.0 × 10-15) and in HLA-DRB1*03:01 carriers (P < 1.0 × 10-3). In contrast, higher PRS was associated with nephritis, anti-dsDNA positivity, and lower prevalence of anti-SSB antibodies (all P < 0.05). No correlation was observed between the MRS and the PRS (P = 0.35).

conclusionThe MRS defines an IFN-high, HLA-DRB1*03:01-linked SLE subset with multiple autoantibodies, partly distinct from PRS-associated nephritis risk, highlighting potentially divergent pathogenic pathways. These findings underscore the value of integrating genetic and epigenetic data to better understand underlying disease mechanisms in SLE.

Indexed as

DNA MethylationHLA-DRB1 ChainsLupus Erythematosus, SystemicAdultAntibodies, AntinuclearAutoantibodiesCase-Control StudiesFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreHumansInterferon-alphaMaleMiddle AgedAntibodies, AntinuclearAutoantibodiesHLA-DRB1*03:01 antigenHLA-DRB1 ChainsInterferon-alphaDNA methylationepigenomegeneticsinterferonsystemic lupus erythematosus

Identifiers

PMID42434801
PMCPMC13452054

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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.