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5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease
BACKGROUND: The 5-hydroxymethylcytosine (5hmC) DNA modification is an epigenetic marker involved in a range of biological processes. Its function has been studied extensively in tumors, neurodegenerative diseases, and atherosclerosis. Studies have reported that 5hmC modification is closely related t...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6974971/ https://www.ncbi.nlm.nih.gov/pubmed/31964422 http://dx.doi.org/10.1186/s13148-020-0810-2 |
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author | Dong, Chaoran Chen, Jiemei Zheng, Jilin Liang, Yiming Yu, Tao Liu, Yupeng Gao, Feng Long, Jie Chen, Hangyu Zhu, Qianhui He, Zilong Hu, Songnian He, Chuan Lin, Jian Tang, Yida Zhu, Haibo |
author_facet | Dong, Chaoran Chen, Jiemei Zheng, Jilin Liang, Yiming Yu, Tao Liu, Yupeng Gao, Feng Long, Jie Chen, Hangyu Zhu, Qianhui He, Zilong Hu, Songnian He, Chuan Lin, Jian Tang, Yida Zhu, Haibo |
author_sort | Dong, Chaoran |
collection | PubMed |
description | BACKGROUND: The 5-hydroxymethylcytosine (5hmC) DNA modification is an epigenetic marker involved in a range of biological processes. Its function has been studied extensively in tumors, neurodegenerative diseases, and atherosclerosis. Studies have reported that 5hmC modification is closely related to the phenotype transformation of vascular smooth muscle cells and endothelial dysfunction. However, its role in coronary artery disease (CAD) has not been fully studied. RESULTS: To investigate whether 5hmC modification correlates with CAD pathogenesis and whether 5hmC can be used as a biomarker, we used a low-input whole-genome sequencing technology based on selective chemical capture (hmC-Seal) to firstly generate the 5hmC profiles in the circulating cell-free DNA(cfDNA) of CAD patients, including stable coronary artery disease (sCAD) patients and acute myocardial infarction (AMI) patients. We detected a significant difference of 5hmC enrichment in gene bodies from CAD patients compared with normal coronary artery (NCA) individuals. Our results showed that CAD patients can be well separated from NCA individuals by 5hmC markers. The prediction performance of the model established by differentially regulated 5hmc modified genes were superior to common clinical indicators for the diagnosis of CAD (AUC = 0.93) and sCAD (AUC = 0.93). Specially, we found that 5hmC markers in cfDNA showed prediction potential for AMI (AUC = 0.95), which was superior to that of cardiac troponin I, muscle/brain creatine kinase, and myoglobin. CONCLUSIONS: Our results suggest that 5hmC markers derived from cfDNA can serve as effective epigenetic biomarkers for minimally noninvasive diagnosis and prediction of CAD. |
format | Online Article Text |
id | pubmed-6974971 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-69749712020-01-28 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease Dong, Chaoran Chen, Jiemei Zheng, Jilin Liang, Yiming Yu, Tao Liu, Yupeng Gao, Feng Long, Jie Chen, Hangyu Zhu, Qianhui He, Zilong Hu, Songnian He, Chuan Lin, Jian Tang, Yida Zhu, Haibo Clin Epigenetics Research BACKGROUND: The 5-hydroxymethylcytosine (5hmC) DNA modification is an epigenetic marker involved in a range of biological processes. Its function has been studied extensively in tumors, neurodegenerative diseases, and atherosclerosis. Studies have reported that 5hmC modification is closely related to the phenotype transformation of vascular smooth muscle cells and endothelial dysfunction. However, its role in coronary artery disease (CAD) has not been fully studied. RESULTS: To investigate whether 5hmC modification correlates with CAD pathogenesis and whether 5hmC can be used as a biomarker, we used a low-input whole-genome sequencing technology based on selective chemical capture (hmC-Seal) to firstly generate the 5hmC profiles in the circulating cell-free DNA(cfDNA) of CAD patients, including stable coronary artery disease (sCAD) patients and acute myocardial infarction (AMI) patients. We detected a significant difference of 5hmC enrichment in gene bodies from CAD patients compared with normal coronary artery (NCA) individuals. Our results showed that CAD patients can be well separated from NCA individuals by 5hmC markers. The prediction performance of the model established by differentially regulated 5hmc modified genes were superior to common clinical indicators for the diagnosis of CAD (AUC = 0.93) and sCAD (AUC = 0.93). Specially, we found that 5hmC markers in cfDNA showed prediction potential for AMI (AUC = 0.95), which was superior to that of cardiac troponin I, muscle/brain creatine kinase, and myoglobin. CONCLUSIONS: Our results suggest that 5hmC markers derived from cfDNA can serve as effective epigenetic biomarkers for minimally noninvasive diagnosis and prediction of CAD. BioMed Central 2020-01-21 /pmc/articles/PMC6974971/ /pubmed/31964422 http://dx.doi.org/10.1186/s13148-020-0810-2 Text en © The Author(s). 2020 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Dong, Chaoran Chen, Jiemei Zheng, Jilin Liang, Yiming Yu, Tao Liu, Yupeng Gao, Feng Long, Jie Chen, Hangyu Zhu, Qianhui He, Zilong Hu, Songnian He, Chuan Lin, Jian Tang, Yida Zhu, Haibo 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease |
title | 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease |
title_full | 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease |
title_fullStr | 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease |
title_full_unstemmed | 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease |
title_short | 5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic and predictive biomarkers for coronary artery disease |
title_sort | 5-hydroxymethylcytosine signatures in circulating cell-free dna as diagnostic and predictive biomarkers for coronary artery disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6974971/ https://www.ncbi.nlm.nih.gov/pubmed/31964422 http://dx.doi.org/10.1186/s13148-020-0810-2 |
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