Evidence map›Paper›PMID 39880470›Full record

ArticleHeart (British Cardiac Society)2025

Inpatient versus outpatient diagnosis of heart failure across the spectrum of ejection fraction: a population cohort study.

Huan Wang, Chuang Gao, Magalie Guignard-Duff, Christian Cole, Christopher Hall, Resham Baruah, Shikta Das, He Gao, Jil Billy Mamza, Chim C Lang and 1 more

Abstract readComparative Study
In one paragraph

Article in Heart (British Cardiac Society), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Challenges of Classifying Stage B Heart Failure in a High-Risk Population.Journal of cardiovascular development and disease · 2026
    Article
  5. Article
  6. 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

11 authors.

Huan WangDivision of Population Health & Genomics, School of Medicine, University of Dundee, Dundee, UK.
Chuang GaoDivision of Population Health & Genomics, School of Medicine, University of Dundee, Dundee, UK.
Magalie Guignard-DuffHealth Informatics Centre, School of Medicine, University of Dundee, Dundee, UK.
Christian ColeDivision of Population Health & Genomics, School of Medicine, University of Dundee, Dundee, UK.
Christopher HallHealth Informatics Centre, School of Medicine, University of Dundee, Dundee, UK.
Resham BaruahMedical and Scientific Affairs, BioPharmaceuticals Medical, AstraZeneca UK Limited, London, UK.
Shikta DasMedical and Scientific Affairs, BioPharmaceuticals Medical, AstraZeneca UK Limited, London, UK.
He GaoMedical and Scientific Affairs, BioPharmaceuticals Medical, AstraZeneca UK Limited, London, UK.
Jil Billy MamzaMedical and Scientific Affairs, BioPharmaceuticals Medical, AstraZeneca UK Limited, London, UK.
Chim C LangDivision of Cardiovascular Research, School of Medicine, University of Dundee, Dundee, UK.
Ify R MordiDivision of Cardiovascular Research, School of Medicine, University of Dundee, Dundee, UK i.mordi@dundee.ac.uk.ORCID 0000-0002-2686-729X

Funding

British Heart Foundation FS/ICRF/24/26101
6 · The paper itself

Abstract

backgroundEarly heart failure (HF) diagnosis is crucial to ensure that optimal guideline-directed medical therapy (GDMT) is administered to reduce morbidity and mortality. Limited access to echocardiography could lead to a later diagnosis for patients, for example, during an HF hospitalisation (hHF). This study aimed to compare the incidence and outcomes of inpatient versus outpatient diagnosis of HF.

methodsElectronic health records were linked to echocardiography data between 2015 and 2021 from patients in Tayside, Scotland (population~450 000). Incident HF diagnosis was classified into inpatient or outpatient and stratified by ejection fraction (EF). A non-HF comparator group with normal left ventricular function was also defined. The primary outcome was time to cardiovascular death or hHF within 12 months of diagnosis.

resultsIn total, 5223 individuals were identified, 4231 with HF (1115 heart failure with reduced ejection fraction (HFrEF), 666 heart failure with mildly reduced ejection fraction, 1402 heart failure with preserved ejection fraction and 1048 HF with unknown EF) and 992 with non-HF comparators. Of the 4231 HF patients, 2169 (51.3%) were diagnosed as inpatients. The primary outcome was observed in 1193 individuals with HF (28.1%) and 32 (3.2%) non-HF comparators and was significantly more likely to occur in individuals diagnosed as inpatients than outpatients (809 vs 384 events; adjusted HR: 1.62 (1.39-1.89), p<0.001), and this was consistent regardless of EF. For HFrEF patients first diagnosed as inpatients, those discharged on ≥2 GDMT had a reduced incidence of the primary outcome compared with those discharged on <2 GDMT (303 vs 175 events; adjusted HR: 0.72 (0.55-0.94), p=0.016).

conclusionsIndividuals whose first presentation was a HF hospitalisation had a significantly worse outcome than those who were diagnosed in the community. Among hospitalised individuals, higher use of GDMT was associated with improved outcomes. Our results highlight the importance of improving diagnostic pathways to allow for earlier identification and treatment of HF.

Indexed as

Heart FailureHospitalizationInpatientsOutpatientsStroke VolumeVentricular Function, LeftAgedAged, 80 and overEchocardiographyFemaleHumansIncidenceMaleMiddle AgedRetrospective StudiesScotlandElectronic Health RecordsHeart failureHeart Failure

Identifiers

PMID39880470
PMCPMC12171480

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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.