Evidence map›Paper›PMID 33886574›Full record

ArticlePloS one2021

Hypomethylation mediates genetic association with the major histocompatibility complex genes in Sjögren's syndrome.

Calvin Chi, Kimberly E Taylor, Hong Quach, Diana Quach, Lindsey A Criswell, Lisa F Barcellos

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.2field-weighted citation impact, top 22% of its field
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

7 citing papers in PubMed, 13 citations in OpenAlex.

  1. The role of DNA methylation in the regulation of HLA expression.Biomedical papers of the Medical Faculty of the University Palacky, Olomouc, Czechoslovakia · 2026
    Review
  2. Article
  3. Article
  4. Review
  5. Review
  6. Review
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Calvin ChiCenter for Computational Biology, College of Engineering, University of California, Berkeley, Berkeley, California, United States of America.ORCID 0000-0002-4757-0559
Kimberly E TaylorDepartment of Medicine, Russell/Engleman Rheumatology Research Center, University of California, San Francisco, San Francisco, California, United States of America.
Hong QuachGenetic Epidemiology and Genomics Laboratory, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America.
Diana QuachGenetic Epidemiology and Genomics Laboratory, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America.
Lindsey A CriswellDepartment of Medicine, Russell/Engleman Rheumatology Research Center, University of California, San Francisco, San Francisco, California, United States of America.
Lisa F BarcellosCenter for Computational Biology, College of Engineering, University of California, Berkeley, Berkeley, California, United States of America.
University of California, Berkeley · USUniversity of California, San Francisco · US

Funding

Sjögren's International Collaborative Clinical Alliance Next Generation Studies (SICCA-NextGen)U01DE028891 · NIDCR · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SHIBOSKI, CAROLINE HELENE · 2020 to 2024
$4.0M
Genetic and epigenetic contributions to Sjogren's syndromeR03DE024316 · NIDCR · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CRISWELL, LINDSEY ANN · 2015 to 2016
$474k
Epigenetic and transcriptomic determinants of Sjogren's Syndrome subtypes utilizing data from the Sjogren's International Collaborative Clinical Alliance (SICCA) cohortR03DE029800 · NIDCR · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SHIBOSKI, CAROLINE HELENE · 2020 to 2021
$323k
NHLBI NIH HHS HHSN268201300057CNIDCR NIH HHS R03 DE024316NIDCR NIH HHS R03 DE029800NIDCR NIH HHS U01 DE028891
6 · The paper itself

Abstract

Differential methylation of immune genes has been a consistent theme observed in Sjögren's syndrome (SS) in CD4+ T cells, CD19+ B cells, whole blood, and labial salivary glands (LSGs). Multiple studies have found associations supporting genetic control of DNA methylation in SS, which in the absence of reverse causation, has positive implications for the potential of epigenetic therapy. However, a formal study of the causal relationship between genetic variation, DNA methylation, and disease status is lacking. We performed a causal mediation analysis of DNA methylation as a mediator of nearby genetic association with SS using LSGs and genotype data collected from 131 female members of the Sjögren's International Collaborative Clinical Alliance registry, comprising of 64 SS cases and 67 non-cases. Bumphunter was used to first identify differentially-methylated regions (DMRs), then the causal inference test (CIT) was applied to identify DMRs mediating the association of nearby methylation quantitative trait loci (MeQTL) with SS. Bumphunter discovered 215 DMRs, with the majority located in the major histocompatibility complex (MHC) on chromosome 6p21.3. Consistent with previous findings, regions hypomethylated in SS cases were enriched for gene sets associated with immune processes. Using the CIT, we observed a total of 19 DMR-MeQTL pairs that exhibited strong evidence for a causal mediation relationship. Close to half of these DMRs reside in the MHC and their corresponding meQTLs are in the region spanning the HLA-DQA1, HLA-DQB1, and HLA-DQA2 loci. The risk of SS conferred by these corresponding MeQTLs in the MHC was further substantiated by previous genome-wide association study results, with modest evidence for independent effects. By validating the presence of causal mediation, our findings suggest both genetic and epigenetic factors contribute to disease susceptibility, and inform the development of targeted epigenetic modification as a therapeutic approach for SS.

Indexed as

DNA MethylationMajor Histocompatibility ComplexAdultEpigenesis, GeneticFemaleHumansMiddle AgedQuantitative Trait LociSjogren's Syndrome

Identifiers

PMID33886574
PMCPMC8062105
OpenAlexW3154745163

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.