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Novel Insights Into Rheumatoid Arthritis Through Characterization of Concordant Changes in DNA Methylation and Gene Expression in Synovial Biopsies of Patients With Differing Numbers of Swollen Joints
In this study, we sought to characterize synovial tissue obtained from individuals with arthralgia and disease-specific auto-antibodies and patients with established rheumatoid arthritis (RA), by applying an integrative multi-omics approach where we investigated differences at the level of DNA methy...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8100206/ https://www.ncbi.nlm.nih.gov/pubmed/33968050 http://dx.doi.org/10.3389/fimmu.2021.651475 |
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author | Li Yim, Andrew Y. F. Ferrero, Enrico Maratou, Klio Lewis, Huw D. Royal, George Tough, David F. Larminie, Chris Mannens, Marcel M. A. M. Henneman, Peter de Jonge, Wouter J. van de Sande, Marleen G. H. Gerlag, Danielle M. Prinjha, Rab K. Tak, Paul P. |
author_facet | Li Yim, Andrew Y. F. Ferrero, Enrico Maratou, Klio Lewis, Huw D. Royal, George Tough, David F. Larminie, Chris Mannens, Marcel M. A. M. Henneman, Peter de Jonge, Wouter J. van de Sande, Marleen G. H. Gerlag, Danielle M. Prinjha, Rab K. Tak, Paul P. |
author_sort | Li Yim, Andrew Y. F. |
collection | PubMed |
description | In this study, we sought to characterize synovial tissue obtained from individuals with arthralgia and disease-specific auto-antibodies and patients with established rheumatoid arthritis (RA), by applying an integrative multi-omics approach where we investigated differences at the level of DNA methylation and gene expression in relation to disease pathogenesis. We performed concurrent whole-genome bisulphite sequencing and RNA-Sequencing on synovial tissue obtained from the knee and ankle from 4 auto-antibody positive arthralgia patients and thirteen RA patients. Through multi-omics factor analysis we observed that the latent factor explaining the variance in gene expression and DNA methylation was associated with Swollen Joint Count 66 (SJC66), with patients with SJC66 of 9 or more displaying separation from the rest. Interrogating these observed differences revealed activation of the immune response as well as dysregulation of cell adhesion pathways at the level of both DNA methylation and gene expression. We observed differences for 59 genes in particular at the level of both transcript expression and DNA methylation. Our results highlight the utility of genome-wide multi-omics profiling of synovial samples for improved understanding of changes associated with disease spread in arthralgia and RA patients, and point to novel candidate targets for the treatment of the disease. |
format | Online Article Text |
id | pubmed-8100206 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81002062021-05-07 Novel Insights Into Rheumatoid Arthritis Through Characterization of Concordant Changes in DNA Methylation and Gene Expression in Synovial Biopsies of Patients With Differing Numbers of Swollen Joints Li Yim, Andrew Y. F. Ferrero, Enrico Maratou, Klio Lewis, Huw D. Royal, George Tough, David F. Larminie, Chris Mannens, Marcel M. A. M. Henneman, Peter de Jonge, Wouter J. van de Sande, Marleen G. H. Gerlag, Danielle M. Prinjha, Rab K. Tak, Paul P. Front Immunol Immunology In this study, we sought to characterize synovial tissue obtained from individuals with arthralgia and disease-specific auto-antibodies and patients with established rheumatoid arthritis (RA), by applying an integrative multi-omics approach where we investigated differences at the level of DNA methylation and gene expression in relation to disease pathogenesis. We performed concurrent whole-genome bisulphite sequencing and RNA-Sequencing on synovial tissue obtained from the knee and ankle from 4 auto-antibody positive arthralgia patients and thirteen RA patients. Through multi-omics factor analysis we observed that the latent factor explaining the variance in gene expression and DNA methylation was associated with Swollen Joint Count 66 (SJC66), with patients with SJC66 of 9 or more displaying separation from the rest. Interrogating these observed differences revealed activation of the immune response as well as dysregulation of cell adhesion pathways at the level of both DNA methylation and gene expression. We observed differences for 59 genes in particular at the level of both transcript expression and DNA methylation. Our results highlight the utility of genome-wide multi-omics profiling of synovial samples for improved understanding of changes associated with disease spread in arthralgia and RA patients, and point to novel candidate targets for the treatment of the disease. Frontiers Media S.A. 2021-04-22 /pmc/articles/PMC8100206/ /pubmed/33968050 http://dx.doi.org/10.3389/fimmu.2021.651475 Text en Copyright © 2021 Li Yim, Ferrero, Maratou, Lewis, Royal, Tough, Larminie, Mannens, Henneman, de Jonge, van de Sande, Gerlag, Prinjha and Tak https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Li Yim, Andrew Y. F. Ferrero, Enrico Maratou, Klio Lewis, Huw D. Royal, George Tough, David F. Larminie, Chris Mannens, Marcel M. A. M. Henneman, Peter de Jonge, Wouter J. van de Sande, Marleen G. H. Gerlag, Danielle M. Prinjha, Rab K. Tak, Paul P. Novel Insights Into Rheumatoid Arthritis Through Characterization of Concordant Changes in DNA Methylation and Gene Expression in Synovial Biopsies of Patients With Differing Numbers of Swollen Joints |
title | Novel Insights Into Rheumatoid Arthritis Through Characterization of Concordant Changes in DNA Methylation and Gene Expression in Synovial Biopsies of Patients With Differing Numbers of Swollen Joints |
title_full | Novel Insights Into Rheumatoid Arthritis Through Characterization of Concordant Changes in DNA Methylation and Gene Expression in Synovial Biopsies of Patients With Differing Numbers of Swollen Joints |
title_fullStr | Novel Insights Into Rheumatoid Arthritis Through Characterization of Concordant Changes in DNA Methylation and Gene Expression in Synovial Biopsies of Patients With Differing Numbers of Swollen Joints |
title_full_unstemmed | Novel Insights Into Rheumatoid Arthritis Through Characterization of Concordant Changes in DNA Methylation and Gene Expression in Synovial Biopsies of Patients With Differing Numbers of Swollen Joints |
title_short | Novel Insights Into Rheumatoid Arthritis Through Characterization of Concordant Changes in DNA Methylation and Gene Expression in Synovial Biopsies of Patients With Differing Numbers of Swollen Joints |
title_sort | novel insights into rheumatoid arthritis through characterization of concordant changes in dna methylation and gene expression in synovial biopsies of patients with differing numbers of swollen joints |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8100206/ https://www.ncbi.nlm.nih.gov/pubmed/33968050 http://dx.doi.org/10.3389/fimmu.2021.651475 |
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