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Thousands of CpGs Show DNA Methylation Differences in ACPA-Positive Individuals
High levels of anti-citrullinated protein antibodies (ACPA) are often observed prior to a diagnosis of rheumatoid arthritis (RA). We undertook a replication study to confirm CpG sites showing evidence of differential methylation in subjects positive vs. negative for ACPA, in a new subset of 112 indi...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472734/ https://www.ncbi.nlm.nih.gov/pubmed/34573331 http://dx.doi.org/10.3390/genes12091349 |
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author | Zeng, Yixiao Zhao, Kaiqiong Oros Klein, Kathleen Shao, Xiaojian Fritzler, Marvin J. Hudson, Marie Colmegna, Inés Pastinen, Tomi Bernatsky, Sasha Greenwood, Celia M. T. |
author_facet | Zeng, Yixiao Zhao, Kaiqiong Oros Klein, Kathleen Shao, Xiaojian Fritzler, Marvin J. Hudson, Marie Colmegna, Inés Pastinen, Tomi Bernatsky, Sasha Greenwood, Celia M. T. |
author_sort | Zeng, Yixiao |
collection | PubMed |
description | High levels of anti-citrullinated protein antibodies (ACPA) are often observed prior to a diagnosis of rheumatoid arthritis (RA). We undertook a replication study to confirm CpG sites showing evidence of differential methylation in subjects positive vs. negative for ACPA, in a new subset of 112 individuals sampled from the population cohort and biobank CARTaGENE in Quebec, Canada. Targeted custom capture bisulfite sequencing was conducted at approximately 5.3 million CpGs located in regulatory or hypomethylated regions from whole blood; library and protocol improvements had been instituted between the original and this replication study, enabling better coverage and additional identification of differentially methylated regions (DMRs). Using binomial regression models, we identified 19,472 ACPA-associated differentially methylated cytosines (DMCs), of which 430 overlapped with the 1909 DMCs reported by the original study; 814 DMRs of relevance were clustered by grouping adjacent DMCs into regions. Furthermore, we performed an additional integrative analysis by looking at the DMRs that overlap with RA related loci published in the GWAS Catalog, and protein-coding genes associated with these DMRs were enriched in the biological process of cell adhesion and involved in immune-related pathways. |
format | Online Article Text |
id | pubmed-8472734 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84727342021-09-28 Thousands of CpGs Show DNA Methylation Differences in ACPA-Positive Individuals Zeng, Yixiao Zhao, Kaiqiong Oros Klein, Kathleen Shao, Xiaojian Fritzler, Marvin J. Hudson, Marie Colmegna, Inés Pastinen, Tomi Bernatsky, Sasha Greenwood, Celia M. T. Genes (Basel) Article High levels of anti-citrullinated protein antibodies (ACPA) are often observed prior to a diagnosis of rheumatoid arthritis (RA). We undertook a replication study to confirm CpG sites showing evidence of differential methylation in subjects positive vs. negative for ACPA, in a new subset of 112 individuals sampled from the population cohort and biobank CARTaGENE in Quebec, Canada. Targeted custom capture bisulfite sequencing was conducted at approximately 5.3 million CpGs located in regulatory or hypomethylated regions from whole blood; library and protocol improvements had been instituted between the original and this replication study, enabling better coverage and additional identification of differentially methylated regions (DMRs). Using binomial regression models, we identified 19,472 ACPA-associated differentially methylated cytosines (DMCs), of which 430 overlapped with the 1909 DMCs reported by the original study; 814 DMRs of relevance were clustered by grouping adjacent DMCs into regions. Furthermore, we performed an additional integrative analysis by looking at the DMRs that overlap with RA related loci published in the GWAS Catalog, and protein-coding genes associated with these DMRs were enriched in the biological process of cell adhesion and involved in immune-related pathways. MDPI 2021-08-29 /pmc/articles/PMC8472734/ /pubmed/34573331 http://dx.doi.org/10.3390/genes12091349 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zeng, Yixiao Zhao, Kaiqiong Oros Klein, Kathleen Shao, Xiaojian Fritzler, Marvin J. Hudson, Marie Colmegna, Inés Pastinen, Tomi Bernatsky, Sasha Greenwood, Celia M. T. Thousands of CpGs Show DNA Methylation Differences in ACPA-Positive Individuals |
title | Thousands of CpGs Show DNA Methylation Differences in ACPA-Positive Individuals |
title_full | Thousands of CpGs Show DNA Methylation Differences in ACPA-Positive Individuals |
title_fullStr | Thousands of CpGs Show DNA Methylation Differences in ACPA-Positive Individuals |
title_full_unstemmed | Thousands of CpGs Show DNA Methylation Differences in ACPA-Positive Individuals |
title_short | Thousands of CpGs Show DNA Methylation Differences in ACPA-Positive Individuals |
title_sort | thousands of cpgs show dna methylation differences in acpa-positive individuals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472734/ https://www.ncbi.nlm.nih.gov/pubmed/34573331 http://dx.doi.org/10.3390/genes12091349 |
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