Evidence map›Paper›PMID 33658982›Full record

ArticleFrontiers in endocrinology2020

Integrative Analysis of Proteomics and DNA Methylation in Orbital Fibroblasts From Graves' Ophthalmopathy.

Sita Virakul, Poorichaya Somparn, Trairak Pisitkun, Peter J van der Spek, Virgil A S H Dalm, Dion Paridaens, P Martin van Hagen, Nattiya Hirankarn, Tanapat Palaga, Willem A Dik

Open access · goldAbstract read
In one paragraph

Article in Frontiers in endocrinology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 1 pooled it
2.3field-weighted citation impact, top 12% 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

20 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Review
  4. Frontiers in immunology · 2026
    Article
  5. Review
  6. Article
  7. Article
  8. New perspectives on DNA methylation modifications in ocular diseases.International journal of ophthalmology · 2025
    Review
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
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  16. Review
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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

10 authors at 3 institutions in 2 countries.

Sita VirakulDepartment of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, Thailand.
Poorichaya SomparnCenter of Excellence in Systems Biology, Research affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
Trairak PisitkunCenter of Excellence in Systems Biology, Research affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
Peter J van der SpekDepartment of Bioinformatics, Erasmus University Medical Center, Rotterdam, Netherlands.
Virgil A S H DalmDepartment of Immunology, Laboratory Medical Immunology, Erasmus University Medical Center, Rotterdam, Netherlands.
Dion ParidaensRotterdam Eye Hospital, Rotterdam, Netherlands.
P Martin van HagenDepartment of Immunology, Laboratory Medical Immunology, Erasmus University Medical Center, Rotterdam, Netherlands.
Nattiya HirankarnCenter of Excellence in Immunology and Immune Mediated Diseases, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
Tanapat PalagaDepartment of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, Thailand.
Willem A DikDepartment of Immunology, Laboratory Medical Immunology, Erasmus University Medical Center, Rotterdam, Netherlands.
Chulalongkorn University · THErasmus MC · NLRotterdam Eye Hospital · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Graves' ophthalmopathy (GO) is a frequent extrathyroidal complication of Graves' hyperthyroidism. Orbital fibroblasts contribute to both orbital tissue inflammation and remodeling in GO, and as such are crucial cellular elements in active GO and inactive GO. However, so far it is largely unknown whether GO disease progression is associated with functional reprogramming of the orbital fibroblast effector function. Therefore, the aim of this study was to compare both the proteome and global DNA methylation patterns between orbital fibroblasts isolated from active GO, inactive GO and healthy controls. Methods: Orbital fibroblasts from inactive GO (n=5), active GO (n=4) and controls (n=5) were cultured and total protein and DNA was isolated. Labelled and fractionated proteins were analyzed with a liquid chromatography tandem-mass spectrometer (LC-MS/MS). Data are available Results: Orbital fibroblasts from active GO displayed overexpression of proteins that are typically involved in inflammation, cellular proliferation, hyaluronan synthesis and adipogenesis, while various proteins associated with extracellular matrix (ECM) biology and fibrotic disease, were typically overexpressed in orbital fibroblasts from inactive GO. Moreover, orbital fibroblasts from active GO displayed hypermethylation of genes that linked to inflammation and hypomethylated genes that linked to adipogenesis and autoimmunity. Further analysis revealed networks that contained molecules to which both hypermethylated and hypomethylated genes were linked, including NF-κB, ERK1/2, Alp, RNA polymerase II, Akt and IFNα. In addition, NF-κB, Akt and IFNα were also identified in networks that were derived from the differentially expressed proteins. Generally, poor correlation between protein expression, DNA methylation and mRNA expression was observed. Conclusions: Both the proteomics and DNA methylation data support that orbital fibroblasts from active GO are involved in inflammation, adipogenesis, and glycosaminoglycan production, while orbital fibroblasts from inactive disease are more skewed towards an active role in extracellular matrix remodeling. This switch in orbital fibroblast effector function may have therapeutic implications and further studies into the underlying mechanism are thus warranted.

Indexed as

AdipogenesisAdultAgedAged, 80 and overCells, CulturedDNA MethylationFemaleFibroblastsGraves OphthalmopathyHumansMaleMiddle AgedOrbitProteomicsDNA methylationepigeneticsgraves’ ophthalmopathyorbital fibroblastproteomics

Identifiers

PMID33658982
PMCPMC7919747
OpenAlexW3131562541

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.