Evidence map›Paper›PMID 41074682›Full record

Observational studyESC heart failure2025

The association between polypharmacy and mortality in patients with heart failure: Results from the PULSE dataset.

Janine Beezer, Andrew L Clark, Adam Todd, Andrew Kingston, Andrew Husband

Abstract readObservational Study
In one paragraph

Observational study 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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Observational
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

5 authors.

Janine BeezerSouth Tyneside and Sunderland Foundation Trust, Sunderland Royal Hospital, Sunderland, UK.ORCID https://orcid.org/0000-0001-7135-5886
Andrew L ClarkHull University Teaching Hospitals NHS Trust, Castle Hill Hospital, Cottingham, UK.ORCID https://orcid.org/0000-0001-8362-668X
Adam ToddSchool of Pharmacy, The Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.ORCID https://orcid.org/0000-0003-1496-9341
Andrew KingstonPopulation Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.ORCID https://orcid.org/0000-0003-4211-7007
Andrew HusbandSchool of Pharmacy, The Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.ORCID https://orcid.org/0000-0001-8162-8278

Funding

British Society for Heart FailurePharmacy Research UK
6 · The paper itself

Abstract

aimsMortality remains high in heart failure despite advances in heart failure therapy. Heart failure patients are generally older, with multiple long-term conditions, and polypharmacy is common. This study explores the association between polypharmacy and mortality.

methodsThis retrospective longitudinal observational cohort study collected medication data on admission and discharge from the first heart failure hospitalisation. Association with mortality was explored using Cox proportional hazard models and inverse probability weighting regression analysis.

resultsA total of 660 patients were included, 367 (56%) male, mean age 76.1 (SD ±12.3) and almost 60% (338/660) had died at study end. Median follow-up time was 2.9 years (25th and 75th quartiles 1.6 and 4.5). It was rare to be discharged from hospital with no polypharmacy (5%, n = 31). Heart failure with preserved ejection fraction (HFpEF) was associated with a 32% (HR 1.32, CI 1.08-1.61, P = 0.007) higher mortality compared to HFrEF. In those with heart failure with reduced ejection fraction (HFrEF), univariable analysis showed hyperpolypharmacy was associated with twice the mortality compared to polypharmacy (HR 1.95, CI 1.36-2.82, P < 0.001). In multivariable analysis, the association between polypharmacy and mortality was lost. The average treatment effect for hyperpolypharmacy was associated with 26% (Coeff. -0.26, CI -0.43 to -0.09, P = 0.003) higher mortality than polypharmacy. The chance of survival to the end of follow-up was 80% (Coeff. 0.80, CI 0.64-0.95, P < 0.01) for those with polypharmacy, and 54% (Coeff. 0.54, CI 0.46-0.61, P < 0.01) for those with hyperpolypharmacy. In HFpEF, hyperpolypharmacy, univariable analysis was not associated with mortality (HR 0.93, CI 0.70-1.24, P = 0.63). Average treatment effect also showed that hyperpolypharmacy was not associated with mortality (Coeff. -0.03, CI -0.15 to 0.08, P = 0.55). The chance of survival to the end of follow-up was 67% (Coeff. 0.67, CI 0.58-0.77, P < 0.01) with polypharmacy and 64% (Coeff. 0.64, CI 0.57-0.71, P < 0.01) with hyperpolypharmacy.

conclusionsAge, sex, CCI, and CFS are strong mortality predictors for HF irrespective of HF subgroup. Rigorous confounding adjustment suggests polypharmacy is associated with mortality following hospitalisation for HFrEF but not HFpEF. Further studies are needed to address the complex interplay between polypharmacy, age, comorbidity, and frailty.

Indexed as

Heart FailurePolypharmacyStroke VolumeAgedAged, 80 and overFemaleFollow-Up StudiesHospitalizationHumansLongitudinal StudiesMaleRetrospective StudiesRisk FactorsSurvival RateHeart failureMortalityOutcomesPolypharmacy

Identifiers

PMID41074682
PMCPMC12719856

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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.