ArticlePloS one2019
Risk factor-based subphenotyping of heart failure in the community.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Nationwide analysis of mortality and causes of death in heart failure: updated insights from the Thai Heart Failure Registry (THFR).Open heart · 2026Article
- Heart Failure sub-phenotyping and in-hospital and 28-day mortality prediction based on mean arterial pressure trajectory modeling.American heart journal plus : cardiology research and practice · 2026Article
- Associations between metabolic overweight/obesity phenotypes and mortality risk among patients with chronic heart failure.Frontiers in endocrinology · 2024Article
- Association between allostatic load and adverse outcomes among older patients with heart failure with preserved ejection fraction.BMC geriatrics · 2023Article
- Druggable proteins influencing cardiac structure and function: Implications for heart failure therapies and cancer cardiotoxicity.Science advances · 2023Article
- The genetics of cardiac amyloidosis.Heart failure reviews · 2022Review
- Evaluation and management of heart failure with preserved ejection fraction.Nature reviews. Cardiology · 2020Review
- Cluster Analysis: A New Approach for Identification of Underlying Risk Factors and Demographic Features of First Trimester Pregnancy Women.Journal of clinical medicine · 2020Article
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Authors and funding
7 authors.
Funding
Abstract
backgroundHeart failure (HF) is a heterogeneous clinical syndrome with varying prognosis. Subphenotyping of HF is a research priority to advance our understanding of the syndrome. We formulated a subphenotyping schema and compared long-term mortality risk among the HF subphenotypes in the community-based Framingham Study. METHODS AND
resultsIn hierarchical order, we grouped participants with new-onset HF (stratified by HF with reduced [HFrEF] vs. preserved ejection fraction [HFpEF]) according to the presence of: (1) coronary heart disease (CHD), (2) metabolic syndrome (MetS), (3) hypertension, and (4) 'other' causes. Age at HF onset was lowest in people with the MetS (mean 76 vs. 77 years for HFrEF and HFpEF, respectively) and highest in those with hypertension only (mean 82 and 85 years for HFrEF and HFpEF, respectively). For HFrEF, 10-year cumulative mortality and hazards ratios [HR] were 87% for CHD (n = 219; referent group), 88% for MetS (n = 105; HR 0.95 [95% CI 0.73-1.23]), 82% for hypertension (n = 104; HR 0.71 [0.55-0.91]), and 78% for other (n = 37; HR 0.81 [0.55-1.19]). Corresponding 10-year cumulative mortality and HR data for HFpEF were: 85% for CHD (n = 84; referent), 83% for MetS (n = 118; HR 0.98 [0.72-1.33]), 81% for hypertension (n = 127; HR 0.71 [0.52-0.95]), and 76% for other (n = 43; HR 0.76 [0.50-1.14]). In a sample without overt heart failure (n = 5536), several echocardiographic and vascular indices showed graded worsening of age- and sex adjusted-values among those having CHD, MetS, hypertension, or obesity, compared with individuals not having these risk factors.
conclusionsHF subphenotypes characterized by the presence of CHD or metabolic syndrome present at a younger age and are marked by greater mortality risk. The clinical utility of the proposed subphenotyping schema warrants further research.
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