Evidence map›Paper›PMID 42432452›Full record

ArticleJournal of the American Heart Association2026

Distinct Exercise Response Patterns in Patients With Heart Failure With Preserved Ejection Fraction.

Stephanie De Schutter, Nicola R Pugliese, Laura M G Meems, Sara Moura-Ferreira, Nicolò De Biase, Lavinia Del Punta, Stefano Masi, Jan Stassen, Lieven Herbots, Guido Claessen and 3 more

Abstract readMulticenter Study
In one paragraph

Article in Journal of the American Heart Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from 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.

2 · The registry

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.

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Stephanie De SchutterResearch group Cardiovascular Diseases, GENCOR Department University of Antwerp Antwerp Belgium.ORCID 0000-0002-6821-6612
Nicola R PuglieseDepartment of Clinical and Experimental Medicine University of Pisa Pisa Italy.ORCID 0000-0002-5473-227X
Laura M G MeemsUniversity Medical Centre Groningen Groningen The Netherlands.ORCID 0000-0001-8627-7139
Sara Moura-FerreiraDepartment of Cardiology and Jessa & Science Jessa Hospital Hasselt Belgium.ORCID 0000-0003-2909-9166
Nicolò De BiaseDepartment of Clinical and Experimental Medicine University of Pisa Pisa Italy.ORCID 0000-0001-9133-5217
Lavinia Del PuntaDepartment of Clinical and Experimental Medicine University of Pisa Pisa Italy.
Stefano MasiDepartment of Clinical and Experimental Medicine University of Pisa Pisa Italy.ORCID 0000-0002-7591-3686
Jan StassenDepartment of Cardiology and Jessa & Science Jessa Hospital Hasselt Belgium.ORCID 0000-0001-9745-5498
Lieven HerbotsDepartment of Cardiology and Jessa & Science Jessa Hospital Hasselt Belgium.ORCID 0000-0001-7784-3610
Guido ClaessenDepartment of Cardiology and Jessa & Science Jessa Hospital Hasselt Belgium.ORCID 0000-0001-8261-6666
Caroline M Van de HeyningResearch group Cardiovascular Diseases, GENCOR Department University of Antwerp Antwerp Belgium.
Jan VerwerftDepartment of Cardiology and Jessa & Science Jessa Hospital Hasselt Belgium.ORCID 0000-0003-2697-0825
Andreas B GevaertResearch group Cardiovascular Diseases, GENCOR Department University of Antwerp Antwerp Belgium.ORCID 0000-0002-1338-4133

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeart failure with preserved ejection fraction (HFpEF) is a heterogeneous disease characterized by exercise intolerance. Defining pathophysiologically distinct subgroups allows more personalized therapy, but efforts mainly relied on resting examinations. This study aimed to define HFpEF phenotypes based on exercise limitations using combined cardiopulmonary exercise testing with stress echocardiography.

methodsA total of 913 patients with HFpEF were recruited from 4 third-line centers and divided into derivation (n=623) and validation cohorts (n=290). Unsupervised graph-based clustering of 61 cardiopulmonary exercise testing with stress echocardiography variables was used to identify HFpEF exercise phenotypes. Pathophysiological characteristics, exercise capacity, and clinical outcomes were compared between phenotypes.

resultsIn the derivation cohort, cluster analysis identified 5 distinct HFpEF exercise phenotypes characterized by specific exercise responses: mild diastolic dysfunction (phenotype 1), impaired peripheral oxygen extraction (phenotype 2), right ventricular-pulmonary artery uncoupling (phenotype 3), reduced left ventricular systolic reserve (phenotype 4), and chronotropic incompetence (phenotype 5). The composite outcome of all-cause death and unplanned cardiovascular hospitalization differed significantly across phenotypes, with phenotypes 2 (hazard ratio [HR], 1.76 [95% CI, 1.07-2.91]), 4 (HR, 2.15 [95% CI, 1.27-3.65]), and 5 (HR, 2.19 [95% CI, 1.33-3.61]) showing higher rates of the primary combined outcome compared with phenotype 1. All phenotypes were replicated in the validation cohort.

conclusionsDeep phenotyping of the exercise response in patients with HFpEF revealed 5 distinct phenogroups with marked differences in pathophysiology, exercise performance, and clinical outcomes. This subclassification may support more personalized therapeutic strategies and improve risk stratification in HFpEF.

Indexed as

Exercise ToleranceHeart FailureStroke VolumeVentricular Function, LeftAgedEchocardiography, StressExercise TestFemaleHumansMaleMiddle AgedPhenotypecardiopulmonary exercise testexercise echocardiographyexercise physiologyHFpEFphenotype

Identifiers

PMID42432452
PMCPMC13477287

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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.