Evidence map›Paper›PMID 41002626›Full record

ArticleJournal of cardiovascular development and disease2025

Prognostic Utility of HEFESTOS Score and Complementary Lung Ultrasound for Heart Failure Decompensation in Primary Care Outpatients: A Prospective Cohort Study.

Marcos Haro-Montoya, Rosa Caballol-Angelats, José Fernández-Sáez, Maylin Montelongo-Sol, Laura Conangla-Ferrin, Victoria Cendrós-Cámara, Jose María Verdú-Rotellar, Josep Lluís Clua-Espuny

Abstract read
In one paragraph

Article in Journal of cardiovascular development and disease, 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

8 authors.

Marcos Haro-MontoyaUnitat Docent de Medicina Familiar i Comunitària, Gerència d'Atenció Primària i a la Comunitat, Tortosa-Terres de l'Ebre, Institut Català de la Salut, 43500 Tortosa, Spain.
Rosa Caballol-AngelatsEquip d'Atenció Primària Tortosa Est, Gerència d'Atenció Primària i a la Comunitat de les Terres de l'Ebre, Institut Català de la Salut, 43500 Tortosa, Spain.ORCID 0000-0001-5780-9888
José Fernández-SáezUnitat de Suport a la Recerca de Terres de l'Ebre, Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 43500 Tortosa, Spain.
Maylin Montelongo-SolEquip d'Atenció Primària Tortosa Est, Gerència d'Atenció Primària i a la Comunitat de les Terres de l'Ebre, Institut Català de la Salut, 43500 Tortosa, Spain.
Laura Conangla-FerrinGrup de Recerca ecoAP, Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 08007 Barcelona, Spain.
Victoria Cendrós-CámaraDepartament de Medicina, Universitat de Barcelona, 08036 Barcelona, Spain.ORCID 0009-0006-7609-0075
Jose María Verdú-RotellarUnitat de Suport a la Recerca de Barcelona, Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol), 08007 Barcelona, Spain.ORCID 0000-0003-4225-8504
Josep Lluís Clua-EspunyEquip d'Atenció Primària Tortosa Est, Gerència d'Atenció Primària i a la Comunitat de les Terres de l'Ebre, Institut Català de la Salut, 43500 Tortosa, Spain.ORCID 0000-0002-6508-5741

Funding

Dr. Ferran Grant 2022, Tortosa, Spain 22/Beca Dr.Ferran
6 · The paper itself

Abstract

Heart failure (HF) is a major contributor to morbidity, mortality, and healthcare costs, particularly among older adults. Effective outpatient risk stratification remains a clinical challenge, especially following hospital discharge or episodes of acute decompensation. Although both lung ultrasound (LUS) and the HEFESTOS score have shown individual prognostic value, their combined use in primary care settings has not been extensively explored. This prospective cohort study included 107 patients with confirmed HF followed at a primary care center in southern Catalonia. At baseline, all patients underwent LUS and HEFESTOS assessment. The primary outcome was HF decompensation, defined as worsening symptoms requiring medical attention, emergency care, hospitalization, or death. Over a mean follow-up of 72 days, 25 patients (23.3%) experienced decompensation. In multivariate analysis, only the HEFESTOS score was independently associated with decompensation. LUS and HEFESTOS showed moderate agreement (Kappa = 0.456), and LUS demonstrated moderate discriminative capacity (AUC = 0.677) with high sensitivity (81.7%) and positive predictive value (81.7%). These findings support the routine use of the HEFESTOS score in primary care and suggest that LUS may serve as a complementary tool, particularly for identifying subclinical pulmonary congestion. Their combined use could enhance outpatient risk stratification and guide individualized follow-up strategies in HF management.

Indexed as

decompensationheart failureprimary carerisk stratificationultrasonography

Identifiers

PMID41002626
PMCPMC12470803

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.