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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...

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Autores principales: Zeng, Yixiao, Zhao, Kaiqiong, Oros Klein, Kathleen, Shao, Xiaojian, Fritzler, Marvin J., Hudson, Marie, Colmegna, Inés, Pastinen, Tomi, Bernatsky, Sasha, Greenwood, Celia M. T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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