Evidence map›Paper›PMID 26250359›Full record

Trial reportEuropean journal of heart failure2015

Characterization of subgroups of heart failure patients with preserved ejection fraction with possible implications for prognosis and treatment response.

David P Kao, James D Lewsey, Inder S Anand, Barry M Massie, Michael R Zile, Peter E Carson, Robert S McKelvie, Michel Komajda, John J V McMurray, JoAnn Lindenfeld

Registry-linked trialAbstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in European journal of heart failure, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06478277 (The UK CARDIOvascular Immune-Mediated Inflammatory Diseases), which is not on this map. Cited by 136 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
136citing papers in PubMed, 6 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

NCT06478277 recruitingnot on this mapstarted 2026, after this paper: background citation

The UK CARDIOvascular Immune-Mediated Inflammatory Diseases (CARDIO-IMID) Registry

Typeobservational_patient_registrySponsorUniversity of ManchesterRan2026 to 2028Enrolled600ConditionsCardiovascular Diseases, Immune-Mediated Inflammatory Diseases
3 · Its place in the literature

Who cites it

136 citing papers in PubMed, 6 syntheses or guidelines pooled it.

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  10. Covariate adjusted reanalysis of the I-Preserve trial.Clinical research in cardiology : official journal of the German Cardiac Society · 2020
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  20. Artificial intelligence in heart failure.The Egyptian heart journal : (EHJ) : official bulletin of the Egyptian Society of Cardiology · 2026
    Review

76 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

David P KaoUniversity of Colorado School of Medicine, Aurora, CO, USA.
James D LewseyUniversity of Glasgow, Glasgow, UK.
Inder S AnandVeterans Affairs Medical Center and University of Minnesota, Minneapolis, MN, USA.
Barry M MassieUniversity of California San Francisco, San Francisco, CA, USA.
Michael R ZileMedical University of South Carolina and the RHF Department of Veterans Affairs Medical Center, Charleston, SC, USA.
Peter E CarsonWashington Veterans Affairs Medical Center and Georgetown University, Washington, DC, USA.
Robert S McKelviePopulation Health Research Institute and McMaster University, Hamilton, Ontario, Canada.
Michel KomajdaUniversity Pierre et Marie Curie Paris VI, La Pitié-Salpétrière Hospital Paris, France.
John J V McMurrayUniversity of Glasgow, Glasgow, UK.
JoAnn LindenfeldUniversity of Colorado School of Medicine, Aurora, CO, USA.

Funding

POSTGRADUATE TRAINING IN CARDIOVASCULAR RESEARCHT32HL007822 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI BUTTRICK, PETER N., LEINWAND, LESLIE ANNE · 1996 to 2023
$6.2M
NHLBI NIH HHS L30 HL110124NHLBI NIH HHS L30HL110124NHLBI NIH HHS T32 HL007822NHLBI NIH HHS T32HL007822-12
6 · The paper itself

Abstract

backgroundPatients with heart failure and preserved ejection fraction (HFpEF) have a poor prognosis, and no therapies have been proven to improve outcomes. It has been proposed that heart failure, including HFpEF, represents overlapping syndromes that may have different prognoses. We present an exploratory study of patients enrolled in the Irbesartan in Heart Failure with Preserved Ejection Fraction Study (I-PRESERVE) using latent class analysis (LCA) with validation using the Candesartan in Heart failure: Assessment of Reduction in Mortality and morbidity (CHARM)-Preserved study to identify HFpEF subgroups. METHODS AND

resultsIn total, 4113 HFpEF patients randomized to irbesartan or placebo were characterized according to 11 clinical features. The HFpEF subgroups were identified using LCA. Event-free survival and effect of irbesartan on the composite of all-cause mortality and cardiovascular hospitalization were determined for each subgroup. Subgroup definitions were applied to 3203 patients enrolled in CHARM-Preserved to validate observations regarding prognosis and treatment response. Six subgroups were identified with significant differences in event-free survival (P < 0.001). Clinical profiles and prognoses of the six subgroups were similar in CHARM-Preserved. The two subgroups with the worst event-free survival in both studies were characterized by a high prevalence of obesity, hyperlipidaemia, diabetes mellitus, anaemia, and renal insufficiency (Subgroup C) and by female predominance, advanced age, lower body mass index, and high rates of atrial fibrillation, valvular disease, renal insufficiency, and anaemia (Subgroup F).

conclusionUsing a data-driven approach, we identified HFpEF subgroups with significantly different prognoses. Further development of this approach for characterizing HFpEF subgroups is warranted.

Indexed as

AgedAged, 80 and overAngiotensin IIAngiotensin II Type 1 Receptor BlockersBiphenyl CompoundsCause of DeathDose-Response Relationship, DrugFemaleFollow-Up StudiesHeart FailureHumansIrbesartanMaleMiddle AgedPrognosisProspective StudiesAngiotensin IIAngiotensin II Type 1 Receptor BlockersBiphenyl CompoundsIrbesartanTetrazolesAngiotensin receptor blockerCandesartanHeart failure with preserved ejection fractionIrbesartanLatent class analysisOutcomesPhenotyping

Identifiers

PMID26250359
PMCPMC4654630

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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.