ArticleESC heart failure2020
DNA methylation patterns from peripheral blood separate coronary artery disease patients with and without heart failure.
Article in ESC heart failure, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
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Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 34 citations in OpenAlex.
- DNA methylation and cardiovascular disease in humans: a systematic review and database of known CpG methylation sites.Clinical epigenetics · 2023Pooled it
- Exploration of Potential Genetic Biomarkers for Heart Failure: A Systematic Review.International journal of environmental research and public health · 2021Pooled it
- Effect of CICARE Communication Mode on Disease Uncertainty, Self-Nursing Ability, and Quality of Life in Patients with Coronary Atherosclerotic Heart Disease after Percutaneous Coronary Intervention.Computational and mathematical methods in medicine · 2022Trial
- Smoking behaviour, altered DNA methylation, and heart failure risk: evidence from a prospective cohort and epigenetic Mendelian randomization study.Clinical epigenetics · 2026Article
- A pilot study on DNA methylation changes for non-invasive molecular diagnostics in heart failure.ESC heart failure · 2025Observational
- Novel approaches and applications in identifying DNA methylation markers of cardio-kidney-metabolic disease.Epigenomics · 2025Review
- Cardiometabolic heart failure with preserved ejection fraction: from molecular signatures to personalized treatment.Cardiovascular diabetology · 2025Review
- The role of NRF2 function and regulation in atherosclerosis: an update.Molecular and cellular biochemistry · 2025Review
- Epigenetic Mechanisms in Heart Diseases.Reviews in cardiovascular medicine · 2025Review
- Blood-Based DNA Methylation Biomarkers to Identify Risk and Progression of Cardiovascular Disease.International journal of molecular sciences · 2025Review
- DNA methylation in cardiovascular disease and heart failure: novel prediction models?Clinical epigenetics · 2024Review
- Regulatory network analysis based on integrated miRNA-TF reveals key genes in heart failure.Scientific reports · 2024Article
- Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank.Journal of chemical information and modeling · 2024Article
- Causal Associations of DNA Methylation and Cardiovascular Disease: A Two-Sample Mendelian Randomization Study.Global heart · 2024Article
- Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA DICTrank.bioRxiv : the preprint server for biology · 2023Article
- The Role of Selected Epigenetic Pathways in Cardiovascular Diseases as a Potential Therapeutic Target.International journal of molecular sciences · 2023Review
- Cardiovascular disease biomarkers derived from circulating cell-free DNA methylation.NAR genomics and bioinformatics · 2023Article
- Epigenetic remodeling in heart failure with preserved ejection fraction.Current opinion in cardiology · 2022Review
- DNMT3B System Dysregulation Contributes to the Hypomethylated State in Ischaemic Human Hearts.Biomedicines · 2022Article
- From Iron Metabolism to Ferroptosis: Pathologic Changes in Coronary Heart Disease.Oxidative medicine and cellular longevity · 2022Review
Corrections and comments
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Authors and funding
12 authors at 2 institutions in 3 countries.
Funding
Abstract
aimsNatriuretic peptides are useful for diagnosis and prognostication of heart failure of any cause. Now, research aims to discover novel biomarkers that will more specifically define the heart failure phenotype. DNA methylation plays a critical role in the development of cardiovascular disease with the potential to predict fundamental pathogenic processes. There is a lack of data relating DNA methylation in heart failure that specifically focuses on patients with severe multi-vessel coronary artery disease. To begin to address this, we conducted a pilot study uniquely exploring the utility of powerful whole-genome methyl-binding domain-capture sequencing in a cohort of cardiac surgery patients, matched for the severity of their coronary artery disease, aiming to identify candidate peripheral blood DNA methylation markers of ischaemic cardiomyopathy and heart failure. METHODS AND
resultsWe recruited a cohort of 20 male patients presenting for coronary artery bypass graft surgery with phenotypic extremes of heart failure but who otherwise share a similar coronary ischaemic burden, age, sex, and ethnicity. Methylation profiling in patient blood samples was performed using methyl-binding domain-capture sequencing. Differentially methylated regions were validated using targeted bisulfite sequencing. Gene set enrichment analysis was performed to identify differences in methylation at or near gene promoters in certain known Reactome pathways. We detected 567 188 methylation peaks of which our general linear model identified 68 significantly differentially methylated regions in heart failure with a false discovery rate <0.05. Of these regions, 48 occurred within gene bodies and 25 were located near enhancer elements, some within coding genes and some in non-coding genes. Gene set enrichment analyses identified 103 significantly enriched gene sets (false discovery rate <0.05) in heart failure. Validation analysis of regions with the strongest differential methylation data was performed for two genes: HDAC9 and the uncharacterized miRNA gene MIR3675. Genes of particular interest as novel candidate markers of the heart failure phenotype with reduced methylation were HDAC9, JARID2, and GREM1 and with increased methylation PDSS2.
conclusionsWe demonstrate the utility of methyl-binding domain-capture sequencing to evaluate peripheral blood DNA methylation markers in a cohort of cardiac surgical patients with severe multi-vessel coronary artery disease and phenotypic extremes of heart failure. The differential methylation status of specific coding genes identified are candidates for larger longitudinal studies. We have further demonstrated the value and feasibility of examining DNA methylation during the perioperative period to highlight biological pathways and processes contributing to complex phenotypes.
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