Evidence map›Paper›PMID 40396440›Full record

ArticleESC heart failure2025

Predicting 1-year heart failure hospitalization and mortality post-discharge from the intensive cardiac care unit.

Andreas Bugge Tinggaard, Solenn Toupin, Jean Guillaume Dillinger, Clément Delmas, Antonin Trimaille, Claire Bouleti, Guillaume Schurtz, Charles Fauvel, Jean Claude Dib, Stéphane Andrieu and 18 more

Abstract readMulticenter Study
In one paragraph

Article in ESC heart failure, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors.

Andreas Bugge TinggaardDepartment of Cardiology, Aarhus University Hospital, Aarhus, Denmark.ORCID https://orcid.org/0000-0003-2871-0584
Solenn ToupinUniversité Paris Cité, Department of Cardiology, University Hospital of Lariboisiere (Assistance Publique Hôpitaux de Paris, AP-HP), 75010, Paris, France.
Jean Guillaume DillingerUniversité Paris Cité, Department of Cardiology, University Hospital of Lariboisiere (Assistance Publique Hôpitaux de Paris, AP-HP), 75010, Paris, France.
Clément DelmasDepartment of Cardiology, Rangueil University Hospital, Toulouse, France.
Antonin TrimailleDepartment of Cardiovascular Medicine, Nouvel Hôpital Civil, Strasbourg University Hospital, Strasbourg, France.
Claire BouletiClinical Investigation Center (INSERM 1204), Cardiology Department, University Hospital of Poitiers, Poitiers, France.
Guillaume SchurtzDepartment of Cardiology, University Hospital of Lille, Lille, France.
Charles FauvelDepartment of Cardiology, Rouen University Hospital, Rouen, France.
Jean Claude DibDépartement de Cardiologie, Clinique Ambroise Paré, Neuilly-sur-Seine, France.
Stéphane AndrieuService de Cardiologie, Hôpital Henri Duffaut, Avignon, France.
François RoubilleDepartment of Cardiology, CHU Montpellier, Montpellier, France.
Thomas LevasseurService de Cardiologie, Centre Hospitalier de Fréjus/Saint-Raphaël, Fréjus, France.
Guillaume BonnetUnité médico-chirurgical de valvulopathies et cardiomyopathies, Hôpital Cardiologique Haut-Lévêque, Centre Hospitalier Universitaire de Bordeaux, 33600, Pessac, France.
Marouane BoukhrisDepartment of Cardiology, University Hospital of Limoges, Limoges, France.
Thomas BochatonIntensive Cardiological Care Division, Louis Pradel Hospital, Hospices Civils de Lyon, Bron, France.
Vincent RouleDepartment of Cardiology, Caen University Hospital, Caen, France.
Laura DelsarteDepartment of Cardiology, University Hospital of Brest, Brest, France.
Albert BoccaraDepartment of Cardiology, Andre Gregoire Hospital, Montreuil, France.
Franck AlbertService de Cardiologie, Centre Hospitalier de Chartres, Le Coudray, France.
Franck BoccaraDepartment of Cardiology, Saint Antoine and Tenon Hospital, AP-HP, Sorbonne Université, Paris, France.
Etienne PuymiratDepartment of Cardiology, Hôpital Européen Georges Pompidou, Paris, France.
Henrik WiggersDepartment of Cardiology, Aarhus University Hospital, Aarhus, Denmark.
Alexandre MebazaaInserm MASCOT-UMRS 942, University Hospital of Lariboisiere, 75010, Paris, France.
Alain Cohen-SolalUniversité Paris Cité, Department of Cardiology, University Hospital of Lariboisiere (Assistance Publique Hôpitaux de Paris, AP-HP), 75010, Paris, France.
Benjamin G ChoustermanInserm MASCOT-UMRS 942, University Hospital of Lariboisiere, 75010, Paris, France.
Patrick HenryUniversité Paris Cité, Department of Cardiology, University Hospital of Lariboisiere (Assistance Publique Hôpitaux de Paris, AP-HP), 75010, Paris, France.
Théo PezelUniversité Paris Cité, Department of Cardiology, University Hospital of Lariboisiere (Assistance Publique Hôpitaux de Paris, AP-HP), 75010, Paris, France.
ADDICT‐ICCU Investigators

Funding

Fondation Coeur et Recherche
6 · The paper itself

Abstract

aimsDespite the high risk of rehospitalization for heart failure (HF) and death among patients admitted to the intensive cardiac care unit (ICCU), no accurate prediction score for these outcomes exists. We aimed to develop a risk score to predict unplanned HF hospitalization and death 1-year post-discharge in an unselected cohort of patients admitted to the ICCU.

methodsBased on a national, multicentre study, we included all consecutive patients admitted to the ICCUs in 39 French centres from 7 to 22 April 2021. We randomly selected a training cohort of 21 centres (n = 1008) to develop the ICCU-HF score and a validation cohort of eight other centres (n = 463). The primary composite outcome was unplanned hospitalization for HF and cardiovascular death at 1-year follow-up after discharge. Using the score, patients were stratified into three risk groups to evaluate the prognostic value.

resultsUsing a least absolute shrinkage and selection operator (LASSO) regression approach, we identified seven predictors: left ventricular ejection fraction, significant valvular disease grade 2+, Killip score >1, NT-proBNP, creatinine level, previous ventricular arrhythmia and use of inotropes during hospitalization. In 1471 patients (63 ± 15 years, 70% men), 99 (6.7%) experienced the primary outcome. The ICCU-HF score outperformed NT-proBNP, the strongest individual predictor (area under the curve [AUC] 0.77, 95% CI [0.71-0.83] vs. AUC 0.72, 95% CI [0.66-0.79], P = 0.008), demonstrating excellent performance with an AUC of 0.83 (95% CI: 0.77-0.89) to predict outcomes in the validation cohort. Compared with the low-risk group, the intermediate-risk and high-risk groups had significantly higher risks of the composite outcome (HR 4.09, 95% CI [2.23-7.50], P < 0.001 and 12.69, 95% CI [7.02-22.95], P < 0.001), proving strong risk stratification capability of the ICCU-HF score.

conclusionsThe ICCU-HF score showed good performance in predicting the 1-year risk of unplanned HF hospitalization and death in a large cohort of unselected patients admitted to the ICCU, with excellent results in the validation cohort. This score effectively stratifies patients into risk groups, enhancing its utility in clinical decision-making.

Indexed as

Coronary Care UnitsHeart FailureHospitalizationIntensive Care UnitsPatient DischargeAgedFemaleFollow-Up StudiesFranceHumansMaleMiddle AgedPrognosisRetrospective StudiesRisk AssessmentRisk FactorsDeathHeart failureIntensive cardiac care unit (ICCU)OutcomesRisk score

Identifiers

PMID40396440
PMCPMC12287796

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Registered trials

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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.