Evidence map›Paper›PMID 42761831›Full record

ReviewAmerican heart journal plus : cardiology research and practice2026

Prognostic value of bioelectrical impedance analysis in heart failure: A systematic review of congestion assessment and clinical outcomes.

Raquel Rodil-Fraile, Andres Blanco-Di Matteo, Julio Oteiza-Olaso, Francisco Javier Anniccherico-Sánchez, Diego Aguiar-Cano, Maria Ruiz-Castellano

Abstract readReview
In one paragraph

Review in American heart journal plus : cardiology research and practice, 2026. 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. 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

6 authors.

Raquel Rodil-FraileDepartment of Internal Medicine, Hospital Universitario de Navarra, Pamplona, Navarra, Spain.
Andres Blanco-Di MatteoDepartment of Internal Medicine, Hospital Universitario de Navarra, Pamplona, Navarra, Spain.
Julio Oteiza-OlasoDepartment of Internal Medicine, Hospital Universitario de Navarra, Pamplona, Navarra, Spain.
Francisco Javier Anniccherico-SánchezDepartment of Internal Medicine, Hospital Universitario de Navarra, Pamplona, Navarra, Spain.
Diego Aguiar-CanoDepartment of Internal Medicine, Hospital Universitario de Navarra, Pamplona, Navarra, Spain.
Maria Ruiz-CastellanoDepartment of Internal Medicine, Hospital Universitario de Navarra, Pamplona, Navarra, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Congestion is a major driver of adverse outcomes in heart failure, yet its objective assessment in clinical practice remains challenging. Bioelectrical impedance analysis (BIA) offers a non-invasive evaluation of fluid distribution and cellular integrity. We conducted a systematic review in accordance with PRISMA 2020, searching PubMed/MEDLINE, Embase, Cochrane CENTRAL and Web of Science from database inception to 30 November 2025 for studies evaluating BIA-derived parameters and clinically relevant outcomes in adult patients with acute or chronic heart failure. Thirteen studies met the inclusion criteria; all were observational and most were single-centre. In acute heart failure, elevated extracellular water, abnormal impedance vectors and increased edema indices were associated with rehospitalization and mortality, particularly when congestion persisted at discharge, although in one cohort this association did not persist after adjustment for age and natriuretic peptide. In chronic heart failure, BIA detected subclinical fluid overload associated with worsening heart failure events and cardiovascular death. Among the studies reporting multivariable-adjusted hazard ratios, values for adverse outcomes ranged from 1.96 to 2.67. Lower phase angle was also associated with increased mortality, although phase angle reflects cellular integrity and nutritional status rather than congestion specifically. The evidence base is heterogeneous with respect to devices, parameters, cut-offs, timing of measurement and outcome definitions, and quantitative pooling was not appropriate; the review was not prospectively registered and small-study effects and selective publication cannot be excluded. BIA-derived parameters are associated with clinically relevant outcomes in heart failure and may complement conventional congestion assessment, but no interventional evidence currently supports BIA-guided management, which remains to be tested.

Indexed as

Bioelectrical impedance analysisCongestionHeart failure

Identifiers

PMID42761831
PMCPMC13587718

What OpenQuestion holds

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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.