Evidence map›Paper›PMID 41286276›Full record

ReviewHeart failure reviews2025

Redefining endpoints in heart failure clinical trials: the emerging role of wearable technologies in contemporary trial design.

Zahra Alawoad, Jesper Jensen, Morten Schou, Nouman Ahmed, Abdelrahman Attia, Shishir Rao, Kazem Rahimi, Malgorzata Wamil

Abstract readReview
In one paragraph

Review in Heart failure reviews, 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. Review
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.

Zahra AlawoadGreen Templeton College, University of Oxford, Oxford, UK.
Jesper JensenDepartment of Cardiology, Copenhagen University Hospital - Herlev and Gentofte Hospital, Copenhagen, Denmark.
Morten SchouDepartment of Cardiology, Copenhagen University Hospital - Herlev and Gentofte Hospital, Copenhagen, Denmark.
Nouman AhmedDeep Medicine, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK.
Abdelrahman AttiaGreat Western Hospital NHS Trust, Marlborough Road, Swindon, UK.
Shishir RaoDeep Medicine, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK.
Kazem RahimiDeep Medicine, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK.
Malgorzata WamilDeep Medicine, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK. Malgorzata.wamil@wrh.ox.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Randomised controlled trials (RCTs) in heart failure (HF) have progressively broadened their primary endpoints over recent decades. Early landmark HF trials demonstrated the life-saving effects of new therapies using all-cause mortality as the definitive endpoint. As HF therapies improved survival, trial designers incorporated additional endpoints such as HF hospitalisations and quality of life. Most recently, advances in digital health have introduced wearable devices for collecting digital endpoints, enabling continuous monitoring of patient activity and physiology. This review critically examines the evolution of HF trial endpoints from a sole focus on mortality alone to modern composite and patient-reported outcomes and discusses the current challenges and opportunities of using wearable-derived endpoints in HF RCTs. Finally, we consider future directions for HF trial methodology, including regulatory and methodological considerations for integrating novel digitally collected endpoints alongside traditional measures to enhance a broad evaluation of new therapies.

Indexed as

Endpoint DeterminationHeart FailureQuality of LifeRandomized Controlled Trials as TopicWearable Electronic DevicesHumansResearch DesignEndpointsHeart failure (HF)Patient-reported outcome measures (PROMs)Randomised controlled trials (RCT)Wearable devices

Identifiers

PMID41286276
PMCPMC12644219

What Socratic 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 Socratic graph.