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An epigenome-wide view of osteoarthritis in primary tissues

Osteoarthritis is a complex degenerative joint disease. Here, we investigate matched genotype and methylation profiles of primary chondrocytes from macroscopically intact (low-grade) and degraded (high-grade) osteoarthritis cartilage and from synoviocytes collected from 98 osteoarthritis-affected in...

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Autores principales: Kreitmaier, Peter, Suderman, Matthew, Southam, Lorraine, Coutinho de Almeida, Rodrigo, Hatzikotoulas, Konstantinos, Meulenbelt, Ingrid, Steinberg, Julia, Relton, Caroline L., Wilkinson, J. Mark, Zeggini, Eleftheria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300761/
https://www.ncbi.nlm.nih.gov/pubmed/35679866
http://dx.doi.org/10.1016/j.ajhg.2022.05.010
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author Kreitmaier, Peter
Suderman, Matthew
Southam, Lorraine
Coutinho de Almeida, Rodrigo
Hatzikotoulas, Konstantinos
Meulenbelt, Ingrid
Steinberg, Julia
Relton, Caroline L.
Wilkinson, J. Mark
Zeggini, Eleftheria
author_facet Kreitmaier, Peter
Suderman, Matthew
Southam, Lorraine
Coutinho de Almeida, Rodrigo
Hatzikotoulas, Konstantinos
Meulenbelt, Ingrid
Steinberg, Julia
Relton, Caroline L.
Wilkinson, J. Mark
Zeggini, Eleftheria
author_sort Kreitmaier, Peter
collection PubMed
description Osteoarthritis is a complex degenerative joint disease. Here, we investigate matched genotype and methylation profiles of primary chondrocytes from macroscopically intact (low-grade) and degraded (high-grade) osteoarthritis cartilage and from synoviocytes collected from 98 osteoarthritis-affected individuals undergoing knee replacement surgery. We perform an epigenome-wide association study of knee cartilage degeneration and report robustly replicating methylation markers, which reveal an etiologic mechanism linked to the migration of epithelial cells. Using machine learning, we derive methylation models of cartilage degeneration, which we validate with 82% accuracy in independent data. We report a genome-wide methylation quantitative trait locus (mQTL) map of articular cartilage and synovium and identify 18 disease-grade-specific mQTLs in osteoarthritis cartilage. We resolve osteoarthritis GWAS loci through causal inference and colocalization analyses and decipher the epigenetic mechanisms that mediate the effect of genotype on disease risk. Together, our findings provide enhanced insights into epigenetic mechanisms underlying osteoarthritis in primary tissues.
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spelling pubmed-93007612022-07-22 An epigenome-wide view of osteoarthritis in primary tissues Kreitmaier, Peter Suderman, Matthew Southam, Lorraine Coutinho de Almeida, Rodrigo Hatzikotoulas, Konstantinos Meulenbelt, Ingrid Steinberg, Julia Relton, Caroline L. Wilkinson, J. Mark Zeggini, Eleftheria Am J Hum Genet Article Osteoarthritis is a complex degenerative joint disease. Here, we investigate matched genotype and methylation profiles of primary chondrocytes from macroscopically intact (low-grade) and degraded (high-grade) osteoarthritis cartilage and from synoviocytes collected from 98 osteoarthritis-affected individuals undergoing knee replacement surgery. We perform an epigenome-wide association study of knee cartilage degeneration and report robustly replicating methylation markers, which reveal an etiologic mechanism linked to the migration of epithelial cells. Using machine learning, we derive methylation models of cartilage degeneration, which we validate with 82% accuracy in independent data. We report a genome-wide methylation quantitative trait locus (mQTL) map of articular cartilage and synovium and identify 18 disease-grade-specific mQTLs in osteoarthritis cartilage. We resolve osteoarthritis GWAS loci through causal inference and colocalization analyses and decipher the epigenetic mechanisms that mediate the effect of genotype on disease risk. Together, our findings provide enhanced insights into epigenetic mechanisms underlying osteoarthritis in primary tissues. Elsevier 2022-07-07 2022-06-08 /pmc/articles/PMC9300761/ /pubmed/35679866 http://dx.doi.org/10.1016/j.ajhg.2022.05.010 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kreitmaier, Peter
Suderman, Matthew
Southam, Lorraine
Coutinho de Almeida, Rodrigo
Hatzikotoulas, Konstantinos
Meulenbelt, Ingrid
Steinberg, Julia
Relton, Caroline L.
Wilkinson, J. Mark
Zeggini, Eleftheria
An epigenome-wide view of osteoarthritis in primary tissues
title An epigenome-wide view of osteoarthritis in primary tissues
title_full An epigenome-wide view of osteoarthritis in primary tissues
title_fullStr An epigenome-wide view of osteoarthritis in primary tissues
title_full_unstemmed An epigenome-wide view of osteoarthritis in primary tissues
title_short An epigenome-wide view of osteoarthritis in primary tissues
title_sort epigenome-wide view of osteoarthritis in primary tissues
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300761/
https://www.ncbi.nlm.nih.gov/pubmed/35679866
http://dx.doi.org/10.1016/j.ajhg.2022.05.010
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