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

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