Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation

Author:

Cuadrat Rafael R C1,Kratzer Adelheid23ORCID,Arnal Hector Giral23ORCID,Rathgeber Anja C14ORCID,Wreczycka Katarzyna1ORCID,Blume Alexander1ORCID,Gündüz Irem B1ORCID,Ebenal Veronika1,Mauno Tiina1,Osberg Brendan1,Moobed Minoo23,Hartung Johannes23,Jakobs Kai23,Seppelt Claudio235ORCID,Meteva Denitsa23ORCID,Haghikia Arash234ORCID,Leistner David M235,Landmesser Ulf234ORCID,Akalin Altuna1ORCID

Affiliation:

1. Bioinformatics & Omics Data Science Platform, Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine Berlin , Berlin , Germany

2. Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Cardiology , Campus Benjamin Franklin , Berlin , Germany

3. DZHK (German Centre for Cardiovascular Research) , partner site Berlin , Germany

4. Berlin Institute of Health (BIH) , Berlin , Germany

5. Universitätsklinikum Frankfurt am Main , Medizinische Klinik 3, Klinik für Kardiologie und Angiologie , Germany

Abstract

Abstract 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.

Funder

BIH

MDC

German Centre for Cardiovascular Research

BMBF

Charité – Universitätsmedizin Berlin

Berlin Institute of Health

Publisher

Oxford University Press (OUP)

Subject

Applied Mathematics,Computer Science Applications,Genetics,Molecular Biology,Structural Biology

Reference50 articles.

1. Global, regional, and national age-sex specific mortality for 264 causes of death, 1980-2016: a systematic analysis for the Global Burden of Disease Study 2016;GBD 2016 Causes of Death Collaborators;Lancet,2017

2. Fourth Universal Definition of Myocardial Infarction (2018);Executive Group of the Joint European Society of Cardiology (ESC)/American College of Cardiology (ACC)/American Heart Association (AHA)/World Heart Federation (WHF) Task Force for the Universal Definition of Myocardial Infarction;Circulation,2018

3. 2013 ACCF/AHA guideline for the management of ST-elevation myocardial infarction: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines;O’Gara;Circulation,2013

4. Critical review of unstable angina and non-ST elevation myocardial infarction;Sheridan;Postgrad. Med. J.,2002

5. National Academy of Clinical Biochemistry and IFCC Committee for Standardization of Markers of Cardiac Damage Laboratory Medicine Practice Guidelines: analytical issues for biochemical markers of acute coronary syndromes;National Academy of Clinical Biochemistry, and IFCC Committee for Standardization of Markers of Cardiac Damage;Circulation,2007

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3