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Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA
Despite the prognostic value of arterial stiffness (AS) and pulsatile hemodynamics (PH) for cardiovascular morbidity and mortality, epigenetic modifications that contribute to AS/PH remain unknown. To gain a better understanding of the link between epigenetics (DNA methylation) and AS/PH, we examine...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582077/ https://www.ncbi.nlm.nih.gov/pubmed/37848499 http://dx.doi.org/10.1038/s41598-023-44806-z |
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author | Hu, Xiaowei Logan, Jeongok G. Kwon, Younghoon Lima, Joao A. C. Jacobs, David R. Duprez, Daniel Brumback, Lyndia Taylor, Kent D. Durda, Peter Johnson, W. Craig Cornell, Elaine Guo, Xiuqing Liu, Yongmei Tracy, Russell P. Blackwell, Thomas W. Papanicolaou, George Mitchell, Gary F. Rich, Stephen S. Rotter, Jerome I. Van Den Berg, David J. Chirinos, Julio A. Hughes, Timothy M. Garrett-Bakelman, Francine E. Manichaikul, Ani |
author_facet | Hu, Xiaowei Logan, Jeongok G. Kwon, Younghoon Lima, Joao A. C. Jacobs, David R. Duprez, Daniel Brumback, Lyndia Taylor, Kent D. Durda, Peter Johnson, W. Craig Cornell, Elaine Guo, Xiuqing Liu, Yongmei Tracy, Russell P. Blackwell, Thomas W. Papanicolaou, George Mitchell, Gary F. Rich, Stephen S. Rotter, Jerome I. Van Den Berg, David J. Chirinos, Julio A. Hughes, Timothy M. Garrett-Bakelman, Francine E. Manichaikul, Ani |
author_sort | Hu, Xiaowei |
collection | PubMed |
description | Despite the prognostic value of arterial stiffness (AS) and pulsatile hemodynamics (PH) for cardiovascular morbidity and mortality, epigenetic modifications that contribute to AS/PH remain unknown. To gain a better understanding of the link between epigenetics (DNA methylation) and AS/PH, we examined the relationship of eight measures of AS/PH with CpG sites and co-methylated regions using multi-ancestry participants from Trans-Omics for Precision Medicine (TOPMed) Multi-Ethnic Study of Atherosclerosis (MESA) with sample sizes ranging from 438 to 874. Epigenome-wide association analysis identified one genome-wide significant CpG (cg20711926-CYP1B1) associated with aortic augmentation index (AIx). Follow-up analyses, including gene set enrichment analysis, expression quantitative trait methylation analysis, and functional enrichment analysis on differentially methylated positions and regions, further prioritized three CpGs and their annotated genes (cg23800023-ETS1, cg08426368-TGFB3, and cg17350632-HLA-DPB1) for AIx. Among these, ETS1 and TGFB3 have been previously prioritized as candidate genes. Furthermore, both ETS1 and HLA-DPB1 have significant tissue correlations between Whole Blood and Aorta in GTEx, which suggests ETS1 and HLA-DPB1 could be potential biomarkers in understanding pathophysiology of AS/PH. Overall, our findings support the possible role of epigenetic regulation via DNA methylation of specific genes associated with AIx as well as identifying potential targets for regulation of AS/PH. |
format | Online Article Text |
id | pubmed-10582077 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105820772023-10-19 Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA Hu, Xiaowei Logan, Jeongok G. Kwon, Younghoon Lima, Joao A. C. Jacobs, David R. Duprez, Daniel Brumback, Lyndia Taylor, Kent D. Durda, Peter Johnson, W. Craig Cornell, Elaine Guo, Xiuqing Liu, Yongmei Tracy, Russell P. Blackwell, Thomas W. Papanicolaou, George Mitchell, Gary F. Rich, Stephen S. Rotter, Jerome I. Van Den Berg, David J. Chirinos, Julio A. Hughes, Timothy M. Garrett-Bakelman, Francine E. Manichaikul, Ani Sci Rep Article Despite the prognostic value of arterial stiffness (AS) and pulsatile hemodynamics (PH) for cardiovascular morbidity and mortality, epigenetic modifications that contribute to AS/PH remain unknown. To gain a better understanding of the link between epigenetics (DNA methylation) and AS/PH, we examined the relationship of eight measures of AS/PH with CpG sites and co-methylated regions using multi-ancestry participants from Trans-Omics for Precision Medicine (TOPMed) Multi-Ethnic Study of Atherosclerosis (MESA) with sample sizes ranging from 438 to 874. Epigenome-wide association analysis identified one genome-wide significant CpG (cg20711926-CYP1B1) associated with aortic augmentation index (AIx). Follow-up analyses, including gene set enrichment analysis, expression quantitative trait methylation analysis, and functional enrichment analysis on differentially methylated positions and regions, further prioritized three CpGs and their annotated genes (cg23800023-ETS1, cg08426368-TGFB3, and cg17350632-HLA-DPB1) for AIx. Among these, ETS1 and TGFB3 have been previously prioritized as candidate genes. Furthermore, both ETS1 and HLA-DPB1 have significant tissue correlations between Whole Blood and Aorta in GTEx, which suggests ETS1 and HLA-DPB1 could be potential biomarkers in understanding pathophysiology of AS/PH. Overall, our findings support the possible role of epigenetic regulation via DNA methylation of specific genes associated with AIx as well as identifying potential targets for regulation of AS/PH. Nature Publishing Group UK 2023-10-17 /pmc/articles/PMC10582077/ /pubmed/37848499 http://dx.doi.org/10.1038/s41598-023-44806-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 | Article Hu, Xiaowei Logan, Jeongok G. Kwon, Younghoon Lima, Joao A. C. Jacobs, David R. Duprez, Daniel Brumback, Lyndia Taylor, Kent D. Durda, Peter Johnson, W. Craig Cornell, Elaine Guo, Xiuqing Liu, Yongmei Tracy, Russell P. Blackwell, Thomas W. Papanicolaou, George Mitchell, Gary F. Rich, Stephen S. Rotter, Jerome I. Van Den Berg, David J. Chirinos, Julio A. Hughes, Timothy M. Garrett-Bakelman, Francine E. Manichaikul, Ani Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA |
title | Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA |
title_full | Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA |
title_fullStr | Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA |
title_full_unstemmed | Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA |
title_short | Multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in TOPMed MESA |
title_sort | multi-ancestry epigenome-wide analyses identify methylated sites associated with aortic augmentation index in topmed mesa |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10582077/ https://www.ncbi.nlm.nih.gov/pubmed/37848499 http://dx.doi.org/10.1038/s41598-023-44806-z |
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