Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1784823122334056448 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9628091 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT ahnjongseong differentiallyhypomethylatedcellfreednaandcoronarycollateralcirculation AT heosunghoon differentiallyhypomethylatedcellfreednaandcoronarycollateralcirculation AT ahnsoojin differentiallyhypomethylatedcellfreednaandcoronarycollateralcirculation AT bangduhee differentiallyhypomethylatedcellfreednaandcoronarycollateralcirculation AT leesanghak differentiallyhypomethylatedcellfreednaandcoronarycollateralcirculation |