ArticleJournal of the American Heart Association2023
Metabolomic Profiles, Ideal Cardiovascular Health, and Risk of Heart Failure and Atrial Fibrillation: Insights From the Framingham Heart Study.
Article in Journal of the American Heart Association, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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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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Who cites it
27 citing papers in PubMed, 33 citations in OpenAlex.
- Glutamine metabolism in health and disease.Signal transduction and targeted therapy · 2026Review
- Longitudinal lipidomic markers of cardiac aging and risk of coronary heart disease in American Indians: the Strong Heart Family Study.GeroScience · 2026Article
- Metabolomics and cardiovascular risk factors in autoimmune-mediated connective tissue diseases - an exploratory, hypothesis-generating study.BMC rheumatology · 2026Article
- Glycerol and Glycerol-3-Phosphate: Multifaceted Metabolites in Metabolism, Cancer, and Other Diseases.Endocrine reviews · 2026Review
- Integrating menopause duration and plasma metabolomics enhances cardiovascular risk stratification in aging women.npj aging · 2026Article
- Unraveling the Lipidomic Determinants of Atrial Fibrillation: An Extensive Mendelian Randomization StudyEndocrine, metabolic & immune disorders drug targets · 2026Article
- Disease and Medication Context Shape Ex Vivo Metabolite Stability: A Pilot Study in Systemic Lupus Erythematosus.Metabolites · 2025Article
- Molecular Diagnostics in Heart Failure: From Biomarkers to Personalized Medicine.Diagnostics (Basel, Switzerland) · 2025Review
- Obesity and acylcarnitine derivates interplay with coronary artery disease.Scientific reports · 2025Article
- Associations of Metabolites Related Salt Sensitivity of Blood Pressure and Essential Hypertension in Chinese Population: The EpiSS Study.Nutrients · 2025Article
- LEOPARD: missing view completion for multi-timepoint omics data via representation disentanglement and temporal knowledge transfer.Nature communications · 2025Article
- Blood Metabolome Mediates the Effect of the Plasma Lipidome on the Risk of Atrial Fibrillation: A Mendelian Randomization Study.Clinical cardiology · 2025Article
- Recent advances in precision nutrition and cardiometabolic diseases.Revista espanola de cardiologia (English ed.) · 2025Review
- 2025 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association.Circulation · 2025Review
- Estimated glucose disposal rate mediates the association between Life's Crucial 9 and congestive heart failure: a population-based study.Frontiers in endocrinology · 2025Article
- Cardiovascular health score and its association with postoperative delirium: evidence from the Kailuan study.Frontiers in medicine · 2025Article
- Metabolomics in Atrial Fibrillation: Unlocking Novel Biomarkers and Pathways for Diagnosis, Prognosis, and Personalized Treatment.Journal of clinical medicine · 2024Review
- Article
- Cardiac Urea Cycle Activation by Time-Restricted Feeding Protects Against Pressure Overload-Induced Heart Failure.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Mendelian randomization of plasma lipidome, inflammatory proteome and heart failure.ESC heart failure · 2024Article
Corrections and comments
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Authors and funding
16 authors at 3 institutions in 1 country.
Funding
Abstract
Background The American Heart Association's framework "ideal cardiovascular health" (CVH) focuses on modifiable risk factors to reduce cardiovascular disease (CVD). Metabolomics provides important pathobiological insights into risk factors and CVD development. We hypothesized that metabolomic signatures associate with CVH status, and that metabolites, at least partially, mediate the association of CVH score with atrial fibrillation (AF) and heart failure (HF). Methods and Results We studied 3056 adults in the FHS (Framingham Heart Study) cohort to evaluate CVH score and incident outcomes of AF and HF. Metabolomics data were available in 2059 participants; mediation analysis was performed to evaluate the mediation of metabolites in the association of CVH score and incident AF and HF. In the smaller cohort (mean age, 54 years; 53% women), CVH score was associated with 144 metabolites, with 64 metabolites shared across key cardiometabolic components (body mass index, blood pressure, and fasting blood glucose) of the CVH score. In mediation analyses, 3 metabolites (glycerol, cholesterol ester 16:1, and phosphatidylcholine 32:1) mediated the association of CVH score with incident AF. Seven metabolites (glycerol, isocitrate, asparagine, glutamine, indole-3-proprionate, phosphatidylcholine C36:4, and lysophosphatidylcholine 18:2), partly mediated the association between CVH score and incident HF in multivariable-adjusted models. Conclusions Most metabolites that associated with CVH score were shared the most among 3 cardiometabolic components. Three main pathways: (1) alanine, glutamine, and glutamate metabolism; (2) citric acid cycle metabolism; and (3) glycerolipid metabolism mediated CVH score with HF. Metabolomics provides insights into how ideal CVH status contributes to the development of AF and 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.