Evidence map›Paper›PMID 41447279›Full record

ArticleJACC. Advances2025

The Impact of Meteorological Variables on Heart Failure Hospitalizations.

Stefano Coiro, Claire Lacomblez, Guillaume Baudry, François Roubille, Oren Caspi, Luca Monzo, Kevin Duarte, Tahar Chouihed, Nicolas Girerd

Abstract read
In one paragraph

Article in JACC. Advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Stefano CoiroCardiology Department, Santa Maria della Misericordia Hospital, Perugia, Umbria, Italy; Université de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur et des Vaisseaux Louis Mathieu, Vandoeuvre lès Nancy, France.
Claire LacomblezUniversité de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur et des Vaisseaux Louis Mathieu, Vandoeuvre lès Nancy, France.
Guillaume BaudryUniversité de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur et des Vaisseaux Louis Mathieu, Vandoeuvre lès Nancy, France; REICATRA, Recherche et Enseignement en IC Avancée, Transplantation, Assistance, Vandœuvre-lès-Nancy, France.
François RoubilleCardiology Department, Hôpital Lapeyronie, PhyMedExp, University of Montpellier, INSERM, CNRS, CHRU, INI-CRT, Montpellier, France.
Oren CaspiThe Heart Failure Unit, Rambam Health Care Campus and the Laboratory for Cardiovascular Precision Medicine, Rapport Faculty of Medicine, Technion and Rambam's Cardiovascular Research and Innovation Center, Haifa, Israel.
Luca MonzoUniversité de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur et des Vaisseaux Louis Mathieu, Vandoeuvre lès Nancy, France.
Kevin DuarteUniversité de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur et des Vaisseaux Louis Mathieu, Vandoeuvre lès Nancy, France.
Tahar ChouihedEmergency Department, University Hospital of Nancy, Nancy, France; INSERM, UMR S1116, University Hospital of Nancy, Nancy, France.
Nicolas GirerdUniversité de Lorraine, Centre D'Investigation Clinique-Plurithématique Inserm CIC-P 1433, Inserm U1116, CHRU Nancy hopitaux de Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), Institut Lorrain du Coeur et des Vaisseaux Louis Mathieu, Vandoeuvre lès Nancy, France. Electronic address: nicolas_girerd@yahoo.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlthough cold temperatures have been associated with an increased risk of heart failure (HF) hospitalizations, heterogeneity currently exists when considering a broader range of meteorological variables and exposure periods.

objectivesThe authors assessed HF hospitalization risk conferred by temperature, relative humidity, atmospheric pressure, and rainfall during different exposure timeframes.

methodsWe performed a retrospective analysis of 4,512 patients admitted for acute dyspnea and diagnosed with acute HF at the emergency department (ED) of the Nancy University Hospital (from January 2010 to October 2022) as part of the PARADISE (Pathway of Dyspneic patients in Emergency) study. For the considered variables, mean daily values were used to calculate averages for different timeframes (ie, 3 days, 7 days, 14 days, and 1 month) before emergency department consultation.

resultsMultivariable Poisson regression showed an inverse association between temperature and HF hospitalizations across all timeframes (incidence rate ratio [IRR] ∼0.90 per 5 °C increase; all P < 0.001). Increased rainfall over 1 week or 1 month (IRR for 5 mm = 1.11 and 1.18, respectively; both P < 0.035) and elevated atmospheric pressure over 1 month (IRR for 5 hPa = 1.06; P = 0.003) were also associated with an increased risk of subsequent HF hospitalization. Models including temperature significantly outperformed those excluding it. By likelihood ratio test, a stepwise increase in HF risk was observed with prolonged temperature exposure up to 1 week, after which the risk plateaued.

conclusionsTemperature is independently associated with HF hospitalizations, with the risk increasing up to 1 week of exposure. This timeframe may represent the optimal window for predicting HF-related events.

Indexed as

cold temperaturesheart failure hospitalizationmeteorological variableprognostic value

Identifiers

PMID41447279
PMCPMC12834075

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.