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Distinguishable DNA methylation defines a cardiac-specific epigenetic clock
BACKGROUND: The present study investigates whether epigenetic differences emerge in the heart of patients undergoing cardiac surgery for an aortic valvular replacement (AVR) or coronary artery bypass graft (CABG). An algorithm is also established to determine how the pathophysiological condition mig...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10053964/ https://www.ncbi.nlm.nih.gov/pubmed/36991505 http://dx.doi.org/10.1186/s13148-023-01467-z |
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author | Mongelli, A. Panunzi, S. Nesta, M. Gottardi Zamperla, M. Atlante, S. Barbi, V. Mongiardini, V. Ferraro, F. De Martino, S. Cis, L. Re, A. Maltese, S. Bachetti, T. La Rovere, M. T. Martelli, F. Pesce, M. Nanni, S. Massetti, M. Pontecorvi, A. Farsetti, A. Gaetano, C. |
author_facet | Mongelli, A. Panunzi, S. Nesta, M. Gottardi Zamperla, M. Atlante, S. Barbi, V. Mongiardini, V. Ferraro, F. De Martino, S. Cis, L. Re, A. Maltese, S. Bachetti, T. La Rovere, M. T. Martelli, F. Pesce, M. Nanni, S. Massetti, M. Pontecorvi, A. Farsetti, A. Gaetano, C. |
author_sort | Mongelli, A. |
collection | PubMed |
description | BACKGROUND: The present study investigates whether epigenetic differences emerge in the heart of patients undergoing cardiac surgery for an aortic valvular replacement (AVR) or coronary artery bypass graft (CABG). An algorithm is also established to determine how the pathophysiological condition might influence the human biological cardiac age. RESULTS: Blood samples and cardiac auricles were collected from patients who underwent cardiac procedures: 94 AVR and 289 CABG. The CpGs from three independent blood-derived biological clocks were selected to design a new blood- and the first cardiac-specific clocks. Specifically, 31 CpGs from six age-related genes, ELOVL2, EDARADD, ITGA2B, ASPA, PDE4C, and FHL2, were used to construct the tissue-tailored clocks. The best-fitting variables were combined to define new cardiac- and blood-tailored clocks validated through neural network analysis and elastic regression. In addition, telomere length (TL) was measured by qPCR. These new methods revealed a similarity between chronological and biological age in the blood and heart; the average TL was significantly higher in the heart than in the blood. In addition, the cardiac clock discriminated well between AVR and CABG and was sensitive to cardiovascular risk factors such as obesity and smoking. Moreover, the cardiac-specific clock identified an AVR patient's subgroup whose accelerated bioage correlated with the altered ventricular parameters, including left ventricular diastolic and systolic volume. CONCLUSION: This study reports on applying a method to evaluate the cardiac biological age revealing epigenetic features that separate subgroups of AVR and CABG. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01467-z. |
format | Online Article Text |
id | pubmed-10053964 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100539642023-03-30 Distinguishable DNA methylation defines a cardiac-specific epigenetic clock Mongelli, A. Panunzi, S. Nesta, M. Gottardi Zamperla, M. Atlante, S. Barbi, V. Mongiardini, V. Ferraro, F. De Martino, S. Cis, L. Re, A. Maltese, S. Bachetti, T. La Rovere, M. T. Martelli, F. Pesce, M. Nanni, S. Massetti, M. Pontecorvi, A. Farsetti, A. Gaetano, C. Clin Epigenetics Research BACKGROUND: The present study investigates whether epigenetic differences emerge in the heart of patients undergoing cardiac surgery for an aortic valvular replacement (AVR) or coronary artery bypass graft (CABG). An algorithm is also established to determine how the pathophysiological condition might influence the human biological cardiac age. RESULTS: Blood samples and cardiac auricles were collected from patients who underwent cardiac procedures: 94 AVR and 289 CABG. The CpGs from three independent blood-derived biological clocks were selected to design a new blood- and the first cardiac-specific clocks. Specifically, 31 CpGs from six age-related genes, ELOVL2, EDARADD, ITGA2B, ASPA, PDE4C, and FHL2, were used to construct the tissue-tailored clocks. The best-fitting variables were combined to define new cardiac- and blood-tailored clocks validated through neural network analysis and elastic regression. In addition, telomere length (TL) was measured by qPCR. These new methods revealed a similarity between chronological and biological age in the blood and heart; the average TL was significantly higher in the heart than in the blood. In addition, the cardiac clock discriminated well between AVR and CABG and was sensitive to cardiovascular risk factors such as obesity and smoking. Moreover, the cardiac-specific clock identified an AVR patient's subgroup whose accelerated bioage correlated with the altered ventricular parameters, including left ventricular diastolic and systolic volume. CONCLUSION: This study reports on applying a method to evaluate the cardiac biological age revealing epigenetic features that separate subgroups of AVR and CABG. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01467-z. BioMed Central 2023-03-29 /pmc/articles/PMC10053964/ /pubmed/36991505 http://dx.doi.org/10.1186/s13148-023-01467-z Text en © The Author(s) 2023 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Mongelli, A. Panunzi, S. Nesta, M. Gottardi Zamperla, M. Atlante, S. Barbi, V. Mongiardini, V. Ferraro, F. De Martino, S. Cis, L. Re, A. Maltese, S. Bachetti, T. La Rovere, M. T. Martelli, F. Pesce, M. Nanni, S. Massetti, M. Pontecorvi, A. Farsetti, A. Gaetano, C. Distinguishable DNA methylation defines a cardiac-specific epigenetic clock |
title | Distinguishable DNA methylation defines a cardiac-specific epigenetic clock |
title_full | Distinguishable DNA methylation defines a cardiac-specific epigenetic clock |
title_fullStr | Distinguishable DNA methylation defines a cardiac-specific epigenetic clock |
title_full_unstemmed | Distinguishable DNA methylation defines a cardiac-specific epigenetic clock |
title_short | Distinguishable DNA methylation defines a cardiac-specific epigenetic clock |
title_sort | distinguishable dna methylation defines a cardiac-specific epigenetic clock |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10053964/ https://www.ncbi.nlm.nih.gov/pubmed/36991505 http://dx.doi.org/10.1186/s13148-023-01467-z |
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