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Meta-analysis of epigenome-wide association studies of carotid intima-media thickness
Common carotid intima-media thickness (cIMT) is an index of subclinical atherosclerosis that is associated with ischemic stroke and coronary artery disease (CAD). We undertook a cross-sectional epigenome-wide association study (EWAS) of measures of cIMT in 6400 individuals. Mendelian randomization a...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8629903/ https://www.ncbi.nlm.nih.gov/pubmed/34091768 http://dx.doi.org/10.1007/s10654-021-00759-z |
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author | Portilla-Fernández, Eliana Hwang, Shih-Jen Wilson, Rory Maddock, Jane Hill, W. David Teumer, Alexander Mishra, Pashupati P. Brody, Jennifer A. Joehanes, Roby Ligthart, Symen Ghanbari, Mohsen Kavousi, Maryam Roks, Anton J. M. Danser, A. H. Jan Levy, Daniel Peters, Annette Ghasemi, Sahar Schminke, Ulf Dörr, Marcus Grabe, Hans J. Lehtimäki, Terho Kähönen, Mika Hurme, Mikko A. Bartz, Traci M. Sotoodehnia, Nona Bis, Joshua C. Thiery, Joachim Koenig, Wolfgang Ong, Ken K. Bell, Jordana T. Meisinger, Christine Wardlaw, Joanna M. Starr, John M. Seissler, Jochen Then, Cornelia Rathmann, Wolfgang Ikram, M. Arfan Psaty, Bruce M. Raitakari, Olli T. Völzke, Henry Deary, Ian J. Wong, Andrew Waldenberger, Melanie O’Donnell, Christopher J. Dehghan, Abbas |
author_facet | Portilla-Fernández, Eliana Hwang, Shih-Jen Wilson, Rory Maddock, Jane Hill, W. David Teumer, Alexander Mishra, Pashupati P. Brody, Jennifer A. Joehanes, Roby Ligthart, Symen Ghanbari, Mohsen Kavousi, Maryam Roks, Anton J. M. Danser, A. H. Jan Levy, Daniel Peters, Annette Ghasemi, Sahar Schminke, Ulf Dörr, Marcus Grabe, Hans J. Lehtimäki, Terho Kähönen, Mika Hurme, Mikko A. Bartz, Traci M. Sotoodehnia, Nona Bis, Joshua C. Thiery, Joachim Koenig, Wolfgang Ong, Ken K. Bell, Jordana T. Meisinger, Christine Wardlaw, Joanna M. Starr, John M. Seissler, Jochen Then, Cornelia Rathmann, Wolfgang Ikram, M. Arfan Psaty, Bruce M. Raitakari, Olli T. Völzke, Henry Deary, Ian J. Wong, Andrew Waldenberger, Melanie O’Donnell, Christopher J. Dehghan, Abbas |
author_sort | Portilla-Fernández, Eliana |
collection | PubMed |
description | Common carotid intima-media thickness (cIMT) is an index of subclinical atherosclerosis that is associated with ischemic stroke and coronary artery disease (CAD). We undertook a cross-sectional epigenome-wide association study (EWAS) of measures of cIMT in 6400 individuals. Mendelian randomization analysis was applied to investigate the potential causal role of DNA methylation in the link between atherosclerotic cardiovascular risk factors and cIMT or clinical cardiovascular disease. The CpG site cg05575921 was associated with cIMT (beta = −0.0264, p value = 3.5 × 10(–8)) in the discovery panel and was replicated in replication panel (beta = −0.07, p value = 0.005). This CpG is located at chr5:81649347 in the intron 3 of the aryl hydrocarbon receptor repressor gene (AHRR). Our results indicate that DNA methylation at cg05575921 might be in the pathway between smoking, cIMT and stroke. Moreover, in a region-based analysis, 34 differentially methylated regions (DMRs) were identified of which a DMR upstream of ALOX12 showed the strongest association with cIMT (p value = 1.4 × 10(–13)). In conclusion, our study suggests that DNA methylation may play a role in the link between cardiovascular risk factors, cIMT and clinical cardiovascular disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10654-021-00759-z. |
format | Online Article Text |
id | pubmed-8629903 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-86299032021-12-15 Meta-analysis of epigenome-wide association studies of carotid intima-media thickness Portilla-Fernández, Eliana Hwang, Shih-Jen Wilson, Rory Maddock, Jane Hill, W. David Teumer, Alexander Mishra, Pashupati P. Brody, Jennifer A. Joehanes, Roby Ligthart, Symen Ghanbari, Mohsen Kavousi, Maryam Roks, Anton J. M. Danser, A. H. Jan Levy, Daniel Peters, Annette Ghasemi, Sahar Schminke, Ulf Dörr, Marcus Grabe, Hans J. Lehtimäki, Terho Kähönen, Mika Hurme, Mikko A. Bartz, Traci M. Sotoodehnia, Nona Bis, Joshua C. Thiery, Joachim Koenig, Wolfgang Ong, Ken K. Bell, Jordana T. Meisinger, Christine Wardlaw, Joanna M. Starr, John M. Seissler, Jochen Then, Cornelia Rathmann, Wolfgang Ikram, M. Arfan Psaty, Bruce M. Raitakari, Olli T. Völzke, Henry Deary, Ian J. Wong, Andrew Waldenberger, Melanie O’Donnell, Christopher J. Dehghan, Abbas Eur J Epidemiol Meta-Analysis Common carotid intima-media thickness (cIMT) is an index of subclinical atherosclerosis that is associated with ischemic stroke and coronary artery disease (CAD). We undertook a cross-sectional epigenome-wide association study (EWAS) of measures of cIMT in 6400 individuals. Mendelian randomization analysis was applied to investigate the potential causal role of DNA methylation in the link between atherosclerotic cardiovascular risk factors and cIMT or clinical cardiovascular disease. The CpG site cg05575921 was associated with cIMT (beta = −0.0264, p value = 3.5 × 10(–8)) in the discovery panel and was replicated in replication panel (beta = −0.07, p value = 0.005). This CpG is located at chr5:81649347 in the intron 3 of the aryl hydrocarbon receptor repressor gene (AHRR). Our results indicate that DNA methylation at cg05575921 might be in the pathway between smoking, cIMT and stroke. Moreover, in a region-based analysis, 34 differentially methylated regions (DMRs) were identified of which a DMR upstream of ALOX12 showed the strongest association with cIMT (p value = 1.4 × 10(–13)). In conclusion, our study suggests that DNA methylation may play a role in the link between cardiovascular risk factors, cIMT and clinical cardiovascular disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10654-021-00759-z. Springer Netherlands 2021-06-06 2021 /pmc/articles/PMC8629903/ /pubmed/34091768 http://dx.doi.org/10.1007/s10654-021-00759-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Meta-Analysis Portilla-Fernández, Eliana Hwang, Shih-Jen Wilson, Rory Maddock, Jane Hill, W. David Teumer, Alexander Mishra, Pashupati P. Brody, Jennifer A. Joehanes, Roby Ligthart, Symen Ghanbari, Mohsen Kavousi, Maryam Roks, Anton J. M. Danser, A. H. Jan Levy, Daniel Peters, Annette Ghasemi, Sahar Schminke, Ulf Dörr, Marcus Grabe, Hans J. Lehtimäki, Terho Kähönen, Mika Hurme, Mikko A. Bartz, Traci M. Sotoodehnia, Nona Bis, Joshua C. Thiery, Joachim Koenig, Wolfgang Ong, Ken K. Bell, Jordana T. Meisinger, Christine Wardlaw, Joanna M. Starr, John M. Seissler, Jochen Then, Cornelia Rathmann, Wolfgang Ikram, M. Arfan Psaty, Bruce M. Raitakari, Olli T. Völzke, Henry Deary, Ian J. Wong, Andrew Waldenberger, Melanie O’Donnell, Christopher J. Dehghan, Abbas Meta-analysis of epigenome-wide association studies of carotid intima-media thickness |
title | Meta-analysis of epigenome-wide association studies of carotid intima-media thickness |
title_full | Meta-analysis of epigenome-wide association studies of carotid intima-media thickness |
title_fullStr | Meta-analysis of epigenome-wide association studies of carotid intima-media thickness |
title_full_unstemmed | Meta-analysis of epigenome-wide association studies of carotid intima-media thickness |
title_short | Meta-analysis of epigenome-wide association studies of carotid intima-media thickness |
title_sort | meta-analysis of epigenome-wide association studies of carotid intima-media thickness |
topic | Meta-Analysis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8629903/ https://www.ncbi.nlm.nih.gov/pubmed/34091768 http://dx.doi.org/10.1007/s10654-021-00759-z |
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