ReviewAnnual review of medicine2022
Heart Failure with Preserved Ejection Fraction: Mechanisms and Treatment Strategies.
Review in Annual review of medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06486649 (Application of a Multimodal Large Language Model to Assist Diagnosis for Heart Failure With Preserved Ejection Fraction), which is not on this map. Cited by 126 papers, 8 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.
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.
Application of a Multimodal Large Language Model to Assist Diagnosis for Heart Failure With Preserved Ejection Fraction
Who cites it
126 citing papers in PubMed, 8 syntheses or guidelines pooled it.
- Clinical Advances in Heart Failure with Preserved Ejection Fraction: A Systematic Review of Therapeutic and Mechanistic Evidence.Vascular health and risk management · 2026Pooled it
- GLP-1 and Dual GLP-1/GIP Receptor Agonists in Heart Failure With Mildly Reduced or Preserved Ejection Fraction: A Systematic Review and Meta-Analysis.Clinical cardiology · 2025Pooled it
- Phenotype characterization of heart failure with preserved ejection fraction in medical device and surgical trials.ESC heart failure · 2025Pooled it
- Systolic blood pressure lower than 130 mmHg in heart failure with preserved ejection fraction: a systematic review and meta-analysis of clinical outcomes.Hypertension research : official journal of the Japanese Society of Hypertension · 2025Pooled it
- Optimization of Clinical Trial Design and Decision-Making for Heart Failure with Preserved Ejection Fraction (HFpEF): A Meta-Analysis Based on a Placebo Response Model.Cardiovascular therapeutics · 2025Pooled it
- Relationship between serum uric acid levels and uric acid lowering therapy with the prognosis of patients with heart failure with preserved ejection fraction: a meta-analysis.Frontiers in cardiovascular medicine · 2024Pooled it
- Exercise as the Key to Improve Cardiopulmonary Function in Patients with Valvular Heart Disease: A Systematic Review and Meta-Analysis.Reviews in cardiovascular medicine · 2023Pooled it
- Clinical Implications of Plasma Galectin-3 in Heart Failure With Preserved Ejection Fraction: A Meta-Analysis.Frontiers in cardiovascular medicine · 2022Pooled it
- Effects of Dapagliflozin on Left Atrial Ejection Force in Heart Failure with Preserved Ejection Fraction: DAPA-Left Atrial Ejection Force Trial.Anatolian journal of cardiology · 2025Trial
- Inorganic Nitrite to Amplify the Benefits and Tolerability of Exercise Training in Heart Failure With Preserved Ejection Fraction: The INABLE-Training Trial.Mayo Clinic proceedings · 2024Trial
- The incremental prognostic effect of red blood cell distribution width in 28-day mortality among critically ill patients with HFpEF.American heart journal plus : cardiology research and practice · 2026Article
- Modeling Heart Failure With Preserved Ejection Fraction Using Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes.Circulation · 2026Article
- Tectorigenin alleviates HFpEF by targeting the EGFR-EGR2-Acot1 axis to improve myocardial lipid metabolism.Acta pharmacologica Sinica · 2026Article
- Heart Rate Recovery Index as a Functional Marker in Heart Failure with Preserved Ejection Fraction: Associations with HJournal of clinical medicine · 2026Article
- Article
- Dapagliflozin alleviates heart failure with preserved ejection fraction potentially by regulating the AIM2/caspase‑1/GSDMD pathway and attenuating pyroptosis.Molecular medicine reports · 2026Article
- The maternal gut microbiota influences myocardial maturation and diastolic function of offspring in mice.Science China. Life sciences · 2026Article
- Heart Failure with Reduced and Mildly Reduced Ejection Fraction: A Network Interpretive Framework of Mechanisms, Phenotypes, and Therapeutic Response.International journal of molecular sciences · 2026Review
- Targeting RUNX1 protects against diastolic dysfunction in a two-hit mouse model of heart failure with preserved ejection fraction.Cardiovascular research · 2026Article
- Integrating untargeted metabolomics and machine learning to reveal an aberration of sphingolipid metabolism in cardiometabolic HFpEF.Diabetology & metabolic syndrome · 2026Article
66 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Approximately half of all patients with heart failure (HF) have a preserved ejection fraction, and the prevalence is growing rapidly given the aging population in many countries and the rising prevalence of obesity, diabetes, and hypertension. Functional capacity and quality of life are severely impaired in heart failure with preserved ejection fraction (HFpEF), and morbidity and mortality are high. In striking contrast to HF with reduced ejection fraction, there are few effective treatments currently identified for HFpEF, and these are limited to decongestion by diuretics, promotion of a healthy active lifestyle, and management of comorbidities. Improved phenotyping of subgroups within the overall HFpEF population might enhance individualization of treatment. This review focuses on the current understanding of the pathophysiologic mechanisms underlying HFpEF and treatment strategies for this complex syndrome.
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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.