Evidence map›Paper›PMID 40591072›Full record

SynthesisCurrent heart failure reports2025

Impact of Multisensor CIED-based Heart Failure Monitoring on Mortality, Heart Failure Hospitalizations and Outpatient Visits: A Systematic Review.

Bert A C Zwaenepoel, Annefleur Kluft, Michelle Feijen, Jan W Schoones, Ward A Heggermont, Anastasia D Egorova, Saskia L M A Beeres

Abstract readSystematic Review
In one paragraph

Synthesis in Current heart failure reports, 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. 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

7 authors.

Bert A C Zwaenepoel *Department of Cardiology, AZ Delta, Roeselare, Belgium. b.zwaenepoel@lumc.nl.ORCID http://orcid.org/0000-0003-3786-6222
Annefleur Kluft *Department of Cardiology, Leiden University Medical Centre, Leiden, The Netherlands.ORCID http://orcid.org/0009-0002-4241-030X
Michelle Feijen *Department of Cardiology, Leiden University Medical Centre, Leiden, The Netherlands.ORCID http://orcid.org/0000-0002-3019-1974
Jan W SchoonesDirectorate of Research Policy, Leiden University Medical Center, Leiden, the Netherlands.ORCID http://orcid.org/0000-0003-1120-4781
Ward A HeggermontCardiovascular Research Centre Aalst, Department of Cardiology, OLV Clinic, Aalst, Belgium.ORCID http://orcid.org/0000-0002-5368-2223
Anastasia D Egorova *Department of Cardiology, Leiden University Medical Centre, Leiden, The Netherlands.ORCID http://orcid.org/0000-0001-9312-2338
Saskia L M A Beeres *Department of Cardiology, Leiden University Medical Centre, Leiden, The Netherlands.ORCID http://orcid.org/0000-0002-1916-078X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purpose of reviewCardiac Implantable Electronic Device (CIED)-based remote monitoring has been proposed to improve heart failure (HF) management by enabling early detection of decompensation. This systematic review evaluates the effectiveness of multisensor CIED-based monitoring in reducing mortality, HF hospitalizations, and unplanned HF outpatient visits. RECENT

findingsEarlier CIED-based remote monitoring strategies were mainly based on single-sensor impedance-based algorithms, and showed limited clinical benefits. Newer multisensor CIED-based algorithms have shown promise in initial studies. However, their impact on clinical outcomes remains uncertain, and therefore current HF guidelines provide limited recommendations. Multisensor CIED-based algorithms reliably identify high-risk HF patients and their use leads to reductions in HF hospitalizations and unplanned outpatient HF visits, although prospective validation in RCTs is lacking for any of the algorithms. Standardized response strategies are needed to enhance clinical integration and generalizability. If validated, multisensor monitoring could become a key tool in HF management.

Indexed as

Defibrillators, ImplantableHeart FailureHospitalizationOutpatientsAlgorithmsHumansCardiac Implantable Electronic Devices (CIEDs)Heart FailureHeartInsightHeartLogicRemote MonitoringTriageHF

Identifiers

PMID40591072
PMCPMC12213901

What OpenQuestion holds

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LicenceCC BY
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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.