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

BackgroundGraves’ 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 u...

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Main Authors: 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
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Endocrinology
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Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2020.619989/full
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language English
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author Sita Virakul
Poorichaya Somparn
Poorichaya Somparn
Trairak Pisitkun
Peter J. van der Spek
Virgil A. S. H. Dalm
Virgil A. S. H. Dalm
Dion Paridaens
Dion Paridaens
P. Martin van Hagen
P. Martin van Hagen
P. Martin van Hagen
Nattiya Hirankarn
Tanapat Palaga
Willem A. Dik
spellingShingle Sita Virakul
Poorichaya Somparn
Poorichaya Somparn
Trairak Pisitkun
Peter J. van der Spek
Virgil A. S. H. Dalm
Virgil A. S. H. Dalm
Dion Paridaens
Dion Paridaens
P. Martin van Hagen
P. Martin van Hagen
P. Martin van Hagen
Nattiya Hirankarn
Tanapat Palaga
Willem A. Dik
Integrative Analysis of Proteomics and DNA Methylation in Orbital Fibroblasts From Graves’ Ophthalmopathy
Frontiers in Endocrinology
graves’ ophthalmopathy
orbital fibroblast
proteomics
DNA methylation
epigenetics
author_facet Sita Virakul
Poorichaya Somparn
Poorichaya Somparn
Trairak Pisitkun
Peter J. van der Spek
Virgil A. S. H. Dalm
Virgil A. S. H. Dalm
Dion Paridaens
Dion Paridaens
P. Martin van Hagen
P. Martin van Hagen
P. Martin van Hagen
Nattiya Hirankarn
Tanapat Palaga
Willem A. Dik
author_sort Sita Virakul
title Integrative Analysis of Proteomics and DNA Methylation in Orbital Fibroblasts From Graves’ Ophthalmopathy
title_short Integrative Analysis of Proteomics and DNA Methylation in Orbital Fibroblasts From Graves’ Ophthalmopathy
title_full Integrative Analysis of Proteomics and DNA Methylation in Orbital Fibroblasts From Graves’ Ophthalmopathy
title_fullStr Integrative Analysis of Proteomics and DNA Methylation in Orbital Fibroblasts From Graves’ Ophthalmopathy
title_full_unstemmed Integrative Analysis of Proteomics and DNA Methylation in Orbital Fibroblasts From Graves’ Ophthalmopathy
title_sort integrative analysis of proteomics and dna methylation in orbital fibroblasts from graves’ ophthalmopathy
publisher Frontiers Media S.A.
series Frontiers in Endocrinology
issn 1664-2392
publishDate 2021-02-01
description BackgroundGraves’ 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.MethodsOrbital 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 via ProteomeXchange with identifier PXD022257. Furthermore, bisulphite-treated DNA was analyzed for methylation pattern with the Illumina Infinium Human Methylation 450K beadchip. In addition, RNA was isolated from the orbital fibroblasts for real-time quantitative (RQ)-PCR. Network and pathway analyses were performed.ResultsOrbital 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.ConclusionsBoth 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.
topic graves’ ophthalmopathy
orbital fibroblast
proteomics
DNA methylation
epigenetics
url https://www.frontiersin.org/articles/10.3389/fendo.2020.619989/full
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spelling doaj-59861f5dc9a04b719fa6d6c52440a04c2021-02-15T15:56:22ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922021-02-011110.3389/fendo.2020.619989619989Integrative Analysis of Proteomics and DNA Methylation in Orbital Fibroblasts From Graves’ OphthalmopathySita Virakul0Poorichaya Somparn1Poorichaya Somparn2Trairak Pisitkun3Peter J. van der Spek4Virgil A. S. H. Dalm5Virgil A. S. H. Dalm6Dion Paridaens7Dion Paridaens8P. Martin van Hagen9P. Martin van Hagen10P. Martin van Hagen11Nattiya Hirankarn12Tanapat Palaga13Willem A. Dik14Department of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, ThailandCenter of Excellence in Systems Biology, Research affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, ThailandTranslational Research in Inflammation and Immunology Research Unit (TRIRU), Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, ThailandCenter of Excellence in Systems Biology, Research affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, ThailandDepartment of Bioinformatics, Erasmus University Medical Center, Rotterdam, NetherlandsDepartment of Immunology, Laboratory Medical Immunology, Erasmus University Medical Center, Rotterdam, NetherlandsDepartment of Internal Medicine, Division of Clinical Immunology, Erasmus University Medical Center, Rotterdam, NetherlandsRotterdam Eye Hospital, Rotterdam, NetherlandsDepartment of Ophthalmology, Erasmus Medical Center, Rotterdam, NetherlandsDepartment of Immunology, Laboratory Medical Immunology, Erasmus University Medical Center, Rotterdam, NetherlandsDepartment of Internal Medicine, Division of Clinical Immunology, Erasmus University Medical Center, Rotterdam, NetherlandsRotterdam Eye Hospital, Rotterdam, NetherlandsCenter of Excellence in Immunology and Immune Mediated Diseases, Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, ThailandDepartment of Microbiology, Faculty of Science, Chulalongkorn University, Bangkok, ThailandDepartment of Immunology, Laboratory Medical Immunology, Erasmus University Medical Center, Rotterdam, NetherlandsBackgroundGraves’ 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.MethodsOrbital 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 via ProteomeXchange with identifier PXD022257. Furthermore, bisulphite-treated DNA was analyzed for methylation pattern with the Illumina Infinium Human Methylation 450K beadchip. In addition, RNA was isolated from the orbital fibroblasts for real-time quantitative (RQ)-PCR. Network and pathway analyses were performed.ResultsOrbital 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.ConclusionsBoth 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.https://www.frontiersin.org/articles/10.3389/fendo.2020.619989/fullgraves’ ophthalmopathyorbital fibroblastproteomicsDNA methylationepigenetics