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Differentially hypomethylated cell-free DNA and coronary collateral circulation

BACKGROUND: The factors affecting cardioprotective collateral circulation are still incompletely understood. Recently, characteristics, such as CpG methylation of cell-free DNA (cfDNA), have been reported as markers with clinical utility. The aim of this study was to evaluate whether cfDNA methylati...

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Autores principales: Ahn, Jongseong, Heo, Sunghoon, Ahn, Soo-jin, Bang, Duhee, Lee, Sang-Hak
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9628091/
https://www.ncbi.nlm.nih.gov/pubmed/36320085
http://dx.doi.org/10.1186/s13148-022-01349-w
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author Ahn, Jongseong
Heo, Sunghoon
Ahn, Soo-jin
Bang, Duhee
Lee, Sang-Hak
author_facet Ahn, Jongseong
Heo, Sunghoon
Ahn, Soo-jin
Bang, Duhee
Lee, Sang-Hak
author_sort Ahn, Jongseong
collection PubMed
description BACKGROUND: The factors affecting cardioprotective collateral circulation are still incompletely understood. Recently, characteristics, such as CpG methylation of cell-free DNA (cfDNA), have been reported as markers with clinical utility. The aim of this study was to evaluate whether cfDNA methylation patterns are associated with the grade of coronary collateral circulation (CCC). RESULT: In this case–control study, clinical and angiographic data were obtained from 143 patients (mean age, 58 years, male 71%) with chronic total coronary occlusion. Enzymatic methyl-sequencing (EM-seq) libraries were prepared using the cfDNA extracted from the plasma. Data were processed to obtain the average methylation fraction (AMF) tables of genomic regions from which blacklisted regions were removed. Unsupervised analysis of the obtained AMF values showed that some of the changes in methylation were due to CCC. Through random forest preparation process, 256 differentially methylated region (DMR) candidates showing strong association with CCC were selected. A random forest classifier was then constructed, and the area under the curve of the receiver operating characteristic curve indicated an appropriate predictive function for CCC. Finally, 20 DMRs were identified to have significantly different AMF values between the good and poor CCC groups. Particularly, the good CCC group exhibited hypomethylated DMRs. Pathway analysis revealed five pathways, including TGF-beta signaling, to be associated with good CCC. CONCLUSION: These data have demonstrated that differential hypomethylation was identified in dozens of cfDNA regions in patients with good CCC. Our results support the clinical utility of noninvasively obtained epigenetic signatures for predicting collateral circulation in patients with vascular diseases.
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spelling pubmed-96280912022-11-03 Differentially hypomethylated cell-free DNA and coronary collateral circulation Ahn, Jongseong Heo, Sunghoon Ahn, Soo-jin Bang, Duhee Lee, Sang-Hak Clin Epigenetics Research BACKGROUND: The factors affecting cardioprotective collateral circulation are still incompletely understood. Recently, characteristics, such as CpG methylation of cell-free DNA (cfDNA), have been reported as markers with clinical utility. The aim of this study was to evaluate whether cfDNA methylation patterns are associated with the grade of coronary collateral circulation (CCC). RESULT: In this case–control study, clinical and angiographic data were obtained from 143 patients (mean age, 58 years, male 71%) with chronic total coronary occlusion. Enzymatic methyl-sequencing (EM-seq) libraries were prepared using the cfDNA extracted from the plasma. Data were processed to obtain the average methylation fraction (AMF) tables of genomic regions from which blacklisted regions were removed. Unsupervised analysis of the obtained AMF values showed that some of the changes in methylation were due to CCC. Through random forest preparation process, 256 differentially methylated region (DMR) candidates showing strong association with CCC were selected. A random forest classifier was then constructed, and the area under the curve of the receiver operating characteristic curve indicated an appropriate predictive function for CCC. Finally, 20 DMRs were identified to have significantly different AMF values between the good and poor CCC groups. Particularly, the good CCC group exhibited hypomethylated DMRs. Pathway analysis revealed five pathways, including TGF-beta signaling, to be associated with good CCC. CONCLUSION: These data have demonstrated that differential hypomethylation was identified in dozens of cfDNA regions in patients with good CCC. Our results support the clinical utility of noninvasively obtained epigenetic signatures for predicting collateral circulation in patients with vascular diseases. BioMed Central 2022-11-01 /pmc/articles/PMC9628091/ /pubmed/36320085 http://dx.doi.org/10.1186/s13148-022-01349-w 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
Ahn, Jongseong
Heo, Sunghoon
Ahn, Soo-jin
Bang, Duhee
Lee, Sang-Hak
Differentially hypomethylated cell-free DNA and coronary collateral circulation
title Differentially hypomethylated cell-free DNA and coronary collateral circulation
title_full Differentially hypomethylated cell-free DNA and coronary collateral circulation
title_fullStr Differentially hypomethylated cell-free DNA and coronary collateral circulation
title_full_unstemmed Differentially hypomethylated cell-free DNA and coronary collateral circulation
title_short Differentially hypomethylated cell-free DNA and coronary collateral circulation
title_sort differentially hypomethylated cell-free dna and coronary collateral circulation
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9628091/
https://www.ncbi.nlm.nih.gov/pubmed/36320085
http://dx.doi.org/10.1186/s13148-022-01349-w
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