Comparing diagnostic tools for heart failure with preserved ejection fraction across community and clinical cohorts
Abstract
Background: Diagnosing heart failure with preserved ejection fraction (HFpEF) remains challenging, particularly in older adults. While the Heart Failure Association (HFA)-PEFF and H 2 FPEF Scores offer structured diagnostic approaches, their clinical utility is still debated. This study aims to compare the diagnostic accuracy of HFpEF Scores versus inclusion criteria used in sodium-glucose cotransporter-2 inhibitors (SGLT2i) trials, age-adjusted N-terminal pro B-type natriuretic peptide (NT-proBNP) thresholds and the universal definition of heart failure (HF). Methods: Diagnostic tools were assessed using sex-weighted and age-weighted propensity score adjustment in individuals aged 60–80 years from two established HFpEF cohorts (MEtabolic Road to DIAstolic Heart Failure (MEDIA), n=297; Karolinska-Rennes (KaRen), n=174) and two community-based cohorts without HF (Suivi Temporaire Annuel Non-Invasif de la Santé des Lorrains Assurés Sociaux (STANISLAS), n=461; Malmö, n=1030). Results: HFA-PEFF and H 2 FPEF Scores classified a large proportion of participants in both community-based cohorts (up to 81% in Malmö) and HFpEF cohorts (up to 75% in MEDIA) in the intermediate-likelihood category, requiring further diagnostic evaluation. Their diagnostic discrimination ranged from moderate to good. The universal definition of HF, SGLT2i trial criteria and NT-proBNP age-adjusted thresholds showed diagnostic performance comparable to HFA-PEFF Scores in the HFpEF cohorts and correctly excluded almost all individuals in the community cohorts. The universal definition of HF demonstrated a diagnostic discrimination higher than H 2 FPEF and comparable to HFA-PEFF, with the most balanced performance in terms of sensitivity and specificity. Conclusions: Using scores, a substantial proportion of HFpEF individuals fall into the intermediate likelihood category, highlighting diagnostic uncertainty. Simpler tools, such as the universal definition of HF, demonstrate comparable or even superior diagnostic and rule-out performances for HFpEF, emphasising the need for more practical and reliable approaches to HFpEF diagnosis.Keywords
Funding Information
- Seventh Framework Programme (05507, 2614, 602904)
- Vetenskapsrådet (180, 20, 2022-00973, 899)
- Agence Nationale de la Recherche (ANR-15-CE14-0032-01, ANR-15-IDEX- 04-LUE, ANR-15-RHU-0004, ANR-16-ECVD-0002-02)
- Stockholm County Council (20170112, 20190525)
- F-Clinical Research Infrastructure Network (F-CRIN) Cardiovascular and Renal Clinical Trialists
- Swedish Heart Lung Foundation (20150557, 20190310, 2021-0354)
- Sixth Framework Programme (LSHM-CT-2006-037093)
This publication has 40 references indexed in Scilit:
- Unsupervised Machine Learning for Cardiovascular Disease: A Framework for Future StudiesEuropean Journal of Heart Failure, 2025
- Machine Learning Approach to Identify Phenotypes in Patients with Ischaemic Heart Failure with Reduced Ejection FractionEuropean Journal of Heart Failure, 2024
- Practical Algorithms for Early Diagnosis of Heart Failure and Heart Stress Using NT-proBNP: A Clinical Consensus Statement from the Heart Failure Association of the ESCEuropean Journal of Heart Failure, 2023
- Validation of Heart Failure Algorithm for Diagnosing Heart Failure with Preserved Ejection Fraction: A Meta-AnalysisESC Heart Failure, 2023
- Exercise-induced B-lines for the diagnosis of heart failure with preserved ejection fraction: a two-centre studyClinical Research in Cardiology, 2023
- Diagnosis of Heart Failure With Preserved Ejection Fraction Among Patients With Unexplained DyspneaJAMA Cardiology, 2022
- The HFA‐PEFF and H 2 FPEF scores largely disagree in classifying patients with suspected heart failure with preserved ejection fractionEuropean Journal of Heart Failure, 2020
- Validation of the HFA-PEFF Score for the Diagnosis of Heart Failure with Preserved Ejection FractionEuropean Journal of Heart Failure, 2019
- The Prevalence of Stages of Heart Failure in Primary Care: A Population-Based StudyJournal of Cardiac Failure, 2016
- Characterization of Subgroups of Heart Failure Patients with Preserved Ejection Fraction with Possible Implications for Prognosis and Treatment ResponseEuropean Journal of Heart Failure, 2015