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Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation

Acute coronary syndrome (ACS) remains a major cause of worldwide mortality. The syndrome occurs when blood flow to the heart muscle is decreased or blocked, causing muscle tissues to die or malfunction. There are three main types of ACS: Non-ST-elevation myocardial infarction, ST-elevation myocardia...

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Autores principales: Cuadrat, Rafael R C, Kratzer, Adelheid, Arnal, Hector Giral, Rathgeber, Anja C, Wreczycka, Katarzyna, Blume, Alexander, Gündüz, Irem B, Ebenal, Veronika, Mauno, Tiina, Osberg, Brendan, Moobed, Minoo, Hartung, Johannes, Jakobs, Kai, Seppelt, Claudio, Meteva, Denitsa, Haghikia, Arash, Leistner, David M, Landmesser, Ulf, Akalin, Altuna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304763/
https://www.ncbi.nlm.nih.gov/pubmed/37388821
http://dx.doi.org/10.1093/nargab/lqad061
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author Cuadrat, Rafael R C
Kratzer, Adelheid
Arnal, Hector Giral
Rathgeber, Anja C
Wreczycka, Katarzyna
Blume, Alexander
Gündüz, Irem B
Ebenal, Veronika
Mauno, Tiina
Osberg, Brendan
Moobed, Minoo
Hartung, Johannes
Jakobs, Kai
Seppelt, Claudio
Meteva, Denitsa
Haghikia, Arash
Leistner, David M
Landmesser, Ulf
Akalin, Altuna
author_facet Cuadrat, Rafael R C
Kratzer, Adelheid
Arnal, Hector Giral
Rathgeber, Anja C
Wreczycka, Katarzyna
Blume, Alexander
Gündüz, Irem B
Ebenal, Veronika
Mauno, Tiina
Osberg, Brendan
Moobed, Minoo
Hartung, Johannes
Jakobs, Kai
Seppelt, Claudio
Meteva, Denitsa
Haghikia, Arash
Leistner, David M
Landmesser, Ulf
Akalin, Altuna
author_sort Cuadrat, Rafael R C
collection PubMed
description Acute coronary syndrome (ACS) remains a major cause of worldwide mortality. The syndrome occurs when blood flow to the heart muscle is decreased or blocked, causing muscle tissues to die or malfunction. There are three main types of ACS: Non-ST-elevation myocardial infarction, ST-elevation myocardial infarction, and unstable angina. The treatment depends on the type of ACS, and this is decided by a combination of clinical findings, such as electrocardiogram and plasma biomarkers. Circulating cell-free DNA (ccfDNA) is proposed as an additional marker for ACS since the damaged tissues can release DNA to the bloodstream. We used ccfDNA methylation profiles for differentiating between the ACS types and provided computational tools to repeat similar analysis for other diseases. We leveraged cell type specificity of DNA methylation to deconvolute the ccfDNA cell types of origin and to find methylation-based biomarkers that stratify patients. We identified hundreds of methylation markers associated with ACS types and validated them in an independent cohort. Many such markers were associated with genes involved in cardiovascular conditions and inflammation. ccfDNA methylation showed promise as a non-invasive diagnostic for acute coronary events. These methods are not limited to acute events, and may be used for chronic cardiovascular diseases as well.
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spelling pubmed-103047632023-06-29 Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation Cuadrat, Rafael R C Kratzer, Adelheid Arnal, Hector Giral Rathgeber, Anja C Wreczycka, Katarzyna Blume, Alexander Gündüz, Irem B Ebenal, Veronika Mauno, Tiina Osberg, Brendan Moobed, Minoo Hartung, Johannes Jakobs, Kai Seppelt, Claudio Meteva, Denitsa Haghikia, Arash Leistner, David M Landmesser, Ulf Akalin, Altuna NAR Genom Bioinform Standard Article Acute coronary syndrome (ACS) remains a major cause of worldwide mortality. The syndrome occurs when blood flow to the heart muscle is decreased or blocked, causing muscle tissues to die or malfunction. There are three main types of ACS: Non-ST-elevation myocardial infarction, ST-elevation myocardial infarction, and unstable angina. The treatment depends on the type of ACS, and this is decided by a combination of clinical findings, such as electrocardiogram and plasma biomarkers. Circulating cell-free DNA (ccfDNA) is proposed as an additional marker for ACS since the damaged tissues can release DNA to the bloodstream. We used ccfDNA methylation profiles for differentiating between the ACS types and provided computational tools to repeat similar analysis for other diseases. We leveraged cell type specificity of DNA methylation to deconvolute the ccfDNA cell types of origin and to find methylation-based biomarkers that stratify patients. We identified hundreds of methylation markers associated with ACS types and validated them in an independent cohort. Many such markers were associated with genes involved in cardiovascular conditions and inflammation. ccfDNA methylation showed promise as a non-invasive diagnostic for acute coronary events. These methods are not limited to acute events, and may be used for chronic cardiovascular diseases as well. Oxford University Press 2023-06-28 /pmc/articles/PMC10304763/ /pubmed/37388821 http://dx.doi.org/10.1093/nargab/lqad061 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Standard Article
Cuadrat, Rafael R C
Kratzer, Adelheid
Arnal, Hector Giral
Rathgeber, Anja C
Wreczycka, Katarzyna
Blume, Alexander
Gündüz, Irem B
Ebenal, Veronika
Mauno, Tiina
Osberg, Brendan
Moobed, Minoo
Hartung, Johannes
Jakobs, Kai
Seppelt, Claudio
Meteva, Denitsa
Haghikia, Arash
Leistner, David M
Landmesser, Ulf
Akalin, Altuna
Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation
title Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation
title_full Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation
title_fullStr Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation
title_full_unstemmed Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation
title_short Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation
title_sort cardiovascular disease biomarkers derived from circulating cell-free dna methylation
topic Standard Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304763/
https://www.ncbi.nlm.nih.gov/pubmed/37388821
http://dx.doi.org/10.1093/nargab/lqad061
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