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Longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in DNA methylation
BACKGROUND: Cardiac surgery and cardiopulmonary bypass induce a substantial immune and inflammatory response, the overactivation of which is associated with significant pulmonary, cardiovascular, and neurologic complications. Commensurate with the immune and inflammatory response are changes in the...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9805211/ https://www.ncbi.nlm.nih.gov/pubmed/36585726 http://dx.doi.org/10.1186/s13148-022-01414-4 |
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author | Fischer, Matthew A. Chapski, Douglas J. Soehalim, Elizabeth Montoya, Dennis J. Grogan, Tristan Pellegrini, Matteo Cai, Hua Shemin, Richard J. Vondriska, Thomas M. |
author_facet | Fischer, Matthew A. Chapski, Douglas J. Soehalim, Elizabeth Montoya, Dennis J. Grogan, Tristan Pellegrini, Matteo Cai, Hua Shemin, Richard J. Vondriska, Thomas M. |
author_sort | Fischer, Matthew A. |
collection | PubMed |
description | BACKGROUND: Cardiac surgery and cardiopulmonary bypass induce a substantial immune and inflammatory response, the overactivation of which is associated with significant pulmonary, cardiovascular, and neurologic complications. Commensurate with the immune and inflammatory response are changes in the heart and vasculature itself, which together drive postoperative complications through mechanisms that are poorly understood. Longitudinal DNA methylation profiling has the potential to identify changes in gene regulatory mechanisms that are secondary to surgery and to identify molecular processes that predict and/or cause postoperative complications. In this study, we measure DNA methylation in preoperative and postoperative whole blood samples from 96 patients undergoing cardiac surgery on cardiopulmonary bypass. RESULTS: While the vast majority of DNA methylation is unchanged by surgery after accounting for changes in cell-type composition, we identify several loci with statistically significant postoperative changes in methylation. Additionally, two of these loci are associated with new-onset postoperative atrial fibrillation, a significant complication after cardiac surgery. Paired statistical analysis, use of FACS data to support sufficient control of cell-type heterogeneity, and measurement of IL6 levels in a subset of patients add rigor to this analysis, allowing us to distinguish cell-type variability from actual changes in methylation. CONCLUSIONS: This study identifies significant changes in DNA methylation that occur immediately after cardiac surgery and demonstrates that these acute alterations in DNA methylation have the granularity to identify processes associated with major postoperative complications. This research also establishes methods for controlling for cell-type variability in a large human cohort that may be useful to deploy in other longitudinal studies of epigenetic marks in the setting of acute and chronic disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01414-4. |
format | Online Article Text |
id | pubmed-9805211 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-98052112023-01-01 Longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in DNA methylation Fischer, Matthew A. Chapski, Douglas J. Soehalim, Elizabeth Montoya, Dennis J. Grogan, Tristan Pellegrini, Matteo Cai, Hua Shemin, Richard J. Vondriska, Thomas M. Clin Epigenetics Research BACKGROUND: Cardiac surgery and cardiopulmonary bypass induce a substantial immune and inflammatory response, the overactivation of which is associated with significant pulmonary, cardiovascular, and neurologic complications. Commensurate with the immune and inflammatory response are changes in the heart and vasculature itself, which together drive postoperative complications through mechanisms that are poorly understood. Longitudinal DNA methylation profiling has the potential to identify changes in gene regulatory mechanisms that are secondary to surgery and to identify molecular processes that predict and/or cause postoperative complications. In this study, we measure DNA methylation in preoperative and postoperative whole blood samples from 96 patients undergoing cardiac surgery on cardiopulmonary bypass. RESULTS: While the vast majority of DNA methylation is unchanged by surgery after accounting for changes in cell-type composition, we identify several loci with statistically significant postoperative changes in methylation. Additionally, two of these loci are associated with new-onset postoperative atrial fibrillation, a significant complication after cardiac surgery. Paired statistical analysis, use of FACS data to support sufficient control of cell-type heterogeneity, and measurement of IL6 levels in a subset of patients add rigor to this analysis, allowing us to distinguish cell-type variability from actual changes in methylation. CONCLUSIONS: This study identifies significant changes in DNA methylation that occur immediately after cardiac surgery and demonstrates that these acute alterations in DNA methylation have the granularity to identify processes associated with major postoperative complications. This research also establishes methods for controlling for cell-type variability in a large human cohort that may be useful to deploy in other longitudinal studies of epigenetic marks in the setting of acute and chronic disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01414-4. BioMed Central 2022-12-30 /pmc/articles/PMC9805211/ /pubmed/36585726 http://dx.doi.org/10.1186/s13148-022-01414-4 Text en © The Author(s) 2022 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 Fischer, Matthew A. Chapski, Douglas J. Soehalim, Elizabeth Montoya, Dennis J. Grogan, Tristan Pellegrini, Matteo Cai, Hua Shemin, Richard J. Vondriska, Thomas M. Longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in DNA methylation |
title | Longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in DNA methylation |
title_full | Longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in DNA methylation |
title_fullStr | Longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in DNA methylation |
title_full_unstemmed | Longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in DNA methylation |
title_short | Longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in DNA methylation |
title_sort | longitudinal profiling in patients undergoing cardiac surgery reveals postoperative changes in dna methylation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9805211/ https://www.ncbi.nlm.nih.gov/pubmed/36585726 http://dx.doi.org/10.1186/s13148-022-01414-4 |
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