Trial reportJACC. Heart failure2020
Clinical Phenogroups in Heart Failure With Preserved Ejection Fraction: Detailed Phenotypes, Prognosis, and Response to Spironolactone.
Trial report in JACC. Heart failure, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 252 papers, 1 of them a synthesis 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.
The trial behind it
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.
The Safety and Efficacy of Empagliflozin in Patients With End-stage Renal Disease and Heart Failure With Preserved Ejection Fraction - a Randomized Controlled Trial
BLOCKade of Calcium Channels and Beta Adrenergic Receptors for the Treatment of Hypertension in Heart Failure With Preserved Ejection Fraction (BLOCK HFpEF) Trial
The UK CARDIOvascular Immune-Mediated Inflammatory Diseases (CARDIO-IMID) Registry
Who cites it
252 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Discovering Distinct Phenotypical Clusters in Heart Failure Across the Ejection Fraction Spectrum: a Systematic Review.Current heart failure reports · 2023Pooled it
- Calcium Channel Blockade Versus β-Blockade for Hypertension in Heart Failure With Preserved Ejection Fraction: A Randomized Crossover Trial.Hypertension (Dallas, Tex. : 1979) · 2026Trial
- Left Atrial Volume Index and Left Ventricular Mass Index Determine the Benefits of Spironolactone in Patients With Heart Failure With Preserved Ejection Fraction.Journal of the American Heart Association · 2026Trial
- Association of Body Mass Index and Abdominal Obesity with Incidence of Atrial Fibrillation in Heart Failure with Preserved Ejection Fraction.Current medicinal chemistry · 2025Trial
- Urinary Proteomics and Outcomes in Heart Failure With Preserved Ejection Fraction.Journal of the American Heart Association · 2024Trial
- Trial
- Empagliflozin for Heart Failure With Preserved Left Ventricular Ejection Fraction With and Without Diabetes.Circulation · 2022Trial
- Neuromodulation of Inflammation to Treat Heart Failure With Preserved Ejection Fraction: A Pilot Randomized Clinical Trial.Journal of the American Heart Association · 2022Trial
- Heart failure with preserved ejection fraction shows no excess mortality in older patients: a population-matched relative survival analysis.GeroScience · 2026Observational
- Finerenone Alleviates Cardiac Microvascular Injury and Neutrophil Extracellular Traps Formation in Diabetic Cardiomyopathy via Regulating AKT1 Phosphorylation.Acta physiologica (Oxford, England) · 2026Article
- Longitudinal phenotyping of heart failure with preserved ejection fraction identifies early- and end-stage disease states.Open heart · 2026Article
- Heterogeneous Treatment Effects in HFpEF: Distinguishing Drug-Specific Response from Prognostic Phenotypes Across Randomized Trials.medRxiv : the preprint server for health sciences · 2026Article
- Cardiac Rehabilitation in Heart Failure: Evidence, Coverage, and Implementation.Journal of clinical medicine · 2026Review
- Cardiac fibroblast diversity in HFpEF: states, niches, interorgan drivers and targets.Nature reviews. Cardiology · 2026Review
- Urinary proteomic signature of exercise intolerance in patients at risk of heart failure: evidence from the HOMAGE trial.EBioMedicine · 2026Article
- HFpEF and MASLD: converging mechanisms and clinical implications.Nature reviews. Cardiology · 2026Review
- Echocardiographic Phenomapping in HFpEF: From Imaging Biomarkers to Precision Cardiovascular Medicine.Echocardiography (Mount Kisco, N.Y.) · 2026Review
- A sex-specific perspective on coronary microvascular dysfunction in HFpEF: from vascular to myocardial disease.Heart failure reviews · 2026Review
- Review
- Challenges in Identifying Heart Failure Diagnoses from the Electronic Health Record.Journal of cardiac failure - intersections · 2026Article
192 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
18 authors.
Funding
Abstract
objectivesThis study sought to assess if clinical phenogroups differ in comprehensive biomarker profiles, cardiac and arterial structure/function, and responses to spironolactone therapy.
backgroundPrevious studies identified distinct subgroups (phenogroups) of patients with heart failure with preserved ejection fraction (HFpEF).
methodsAmong TOPCAT (Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist Trial) participants, we performed latent-class analysis to identify HFpEF phenogroups based on standard clinical features and assessed differences in multiple biomarkers measured from frozen plasma; cardiac and arterial structure/function measured with echocardiography and arterial tonometry; prognosis; and response to spironolactone.
resultsThree HFpEF phenogroups were identified. Phenogroup 1 (n = 1,214) exhibited younger age, higher prevalence of smoking, preserved functional class, and the least evidence of left ventricular (LV) hypertrophy and arterial stiffness. Phenogroup 2 (n = 1,329) was older, with normotrophic concentric LV remodeling, atrial fibrillation, left atrial enlargement, large-artery stiffening, and biomarkers of innate immunity and vascular calcification. Phenogroup 3 (n = 899) demonstrated more functional impairment, obesity, diabetes, chronic kidney disease, concentric LV hypertrophy, high renin, and biomarkers of tumor necrosis factor-alpha-mediated inflammation, liver fibrosis, and tissue remodeling. Compared with phenogroup 1, phenogroup 3 exhibited the highest risk of the primary endpoint of cardiovascular death, heart failure hospitalization, or aborted cardiac arrest (hazard ratio [HR]: 3.44; 95% confidence interval [CI]: 2.79 to 4.24); phenogroups 2 and 3 demonstrated similar all-cause mortality (phenotype 2 HR: 2.36; 95% CI: 1.89 to 2.95; phenotype 3 HR: 2.26, 95% CI: 1.77 to 2.87). Spironolactone randomized therapy was associated with a more pronounced reduction in the risk of the primary endpoint in phenogroup 3 (HR: 0.75; 95% CI: 0.59 to 0.95; p for interaction = 0.016). Results were similar after excluding participants from Eastern Europe.
conclusionsWe identified important differences in circulating biomarkers, cardiac/arterial characteristics, prognosis, and response to spironolactone across clinical HFpEF phenogroups. These findings suggest distinct underlying mechanisms across clinically identifiable phenogroups of HFpEF that may benefit from different targeted interventions.
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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.