SynthesisCirculation. Cardiovascular genetics2011
Reciprocal transcriptional regulation of metabolic and signaling pathways correlates with disease severity in heart failure.
Synthesis in Circulation. Cardiovascular genetics, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
42 citing papers in PubMed, 3 syntheses or guidelines pooled it, 65 citations in OpenAlex.
- Novel Quality Metrics for Assessing the Reproducibility and Translational Relevance of Mouse Transverse Aortic Constriction Experiments: A Systematic Review.Journal of the American Heart Association · 2026Pooled it
- Reprogramming heart failure: physiological orchestration and mechanistic decoding of exercise benefits.BMC cardiovascular disorders · 2025Pooled it
- Lysosome and Cytoskeleton Pathways Are Robustly Enriched in the Blood of Septic Patients: A Meta-Analysis of Transcriptomic Data.Mediators of inflammation · 2015Pooled it
- Transcriptional regulation in heart development, disease and regeneration: reassessing the fetal gene hypothesis.Nature reviews. Cardiology · 2026Review
- Identification and multi-layered validation of seven diagnostic biomarkers for dilated cardiomyopathy via integrative machine learning, single-cell transcriptomics, and Mendelian randomization.Frontiers in cell and developmental biology · 2026Article
- Advances in myocardial energy metabolism: metabolic remodelling in heart failure and beyond.Cardiovascular research · 2024Review
- The role of acetylation in obesity-induced cardiac metabolic alterations.Journal of pharmacy & pharmaceutical sciences : a publication of the Canadian Society for Pharmaceutical Sciences, Societe canadienne des sciences pharmaceutiques · 2024Review
- Effect of mechanical unloading on genome-wide DNA methylation profile of the failing human heart.JCI insight · 2023Article
- Beta-blocker/ACE inhibitor therapy differentially impacts the steady state signaling landscape of failing and non-failing hearts.Scientific reports · 2022Article
- A risk model developed based on necroptosis to assess progression for ischemic cardiomyopathy and identify possible therapeutic drugs.Frontiers in pharmacology · 2022Article
- Molecular Signature of HFpEF: Systems Biology in a Cardiac-Centric Large Animal Model.JACC. Basic to translational science · 2021Article
- Screening for regenerative therapy responders in heart failure.Biomarkers in medicine · 2021Review
- Gene expression profiling of hypertrophic cardiomyocytes identifies new players in pathological remodelling.Cardiovascular research · 2021Article
- Consensus Transcriptional Landscape of Human End-Stage Heart Failure.Journal of the American Heart Association · 2021Review
- Post-translational Acetylation Control of Cardiac Energy Metabolism.Frontiers in cardiovascular medicine · 2021Review
- Big Data Approaches in Heart Failure Research.Current heart failure reports · 2020Review
- CRISPLD1: a novel conserved target in the transition to human heart failure.Basic research in cardiology · 2020Article
- The Role of Overexpressed Apolipoprotein AV in Insulin-Resistant Hepatocytes.BioMed research international · 2020Article
- Cardiopoietic stem cell therapy restores infarction-altered cardiac proteome.NPJ Regenerative medicine · 2020Article
- Multiple Levels of PGC-1α Dysregulation in Heart Failure.Frontiers in cardiovascular medicine · 2020Review
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
backgroundSystolic heart failure (HF) is a complex systemic syndrome that can result from a wide variety of clinical conditions and gene mutations. Despite phenotypic similarities, characterized by ventricular dilatation and reduced contractility, the extent of common and divergent gene expression between different forms of HF remains a matter of intense debate. METHODS AND
resultsUsing a meta-analysis of 28 experimental (mouse, rat, dog) and human HF microarray studies, we demonstrate that gene expression changes are characterized by a coordinated and reciprocal regulation of major metabolic and signaling pathways. In response to a wide variety of stressors in animal models of HF, including ischemia, pressure overload, tachypacing, chronic isoproterenol infusion, Chagas disease, and transgenic mouse models, major metabolic pathways are invariably downregulated, whereas cell signaling pathways are upregulated. In contrast to this uniform transcriptional pattern that recapitulates a fetal gene expression program in experimental animal models of HF, human HF microarray studies displayed a greater heterogeneity, with some studies even showing upregulation of metabolic and downregulation of signaling pathways in end-stage human hearts. These discrepant results between animal and human studies are due to a number of factors, prominently cardiac disease and variable exposure to cold cardioplegic solution in nonfailing human samples, which can downregulate transcripts involved in oxidative phosphorylation (OXPHOS), thus mimicking gene expression patterns observed in failing samples. Additionally, β-blockers and ACE inhibitor use in end-stage human HF was associated with higher levels of myocardial OXPHOS transcripts, thus partially reversing the fetal gene expression pattern. In human failing samples, downregulation of metabolism was associated with hemodynamic markers of disease severity.
conclusionsIrrespective of the etiology, gene expression in failing myocardium is characterized by downregulation of metabolic transcripts and concomitant upregulation of cell signaling pathways. Gene expression changes along this metabolic-signaling axis in mammalian myocardium are a consistent feature in the heterogeneous transcriptional response observed in phenotypically similar models of HF.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.