Evidence map›Paper›PMID 41254770›Full record

ArticleClinical obesity2026

Association of Weight Loss Composition Following Metabolic-Bariatric Surgery With Incident Major Adverse Cardiovascular Events and All-Cause Mortality.

Malou A H Nuijten, Bente M de Roos, Jan H M Karregat, Eric J Hazebroek, Valerie M Monpellier, Ignace M C Janssen, Maria T E Hopman, Esmée A Bakker, Thijs M H Eijsvogels

Abstract read
In one paragraph

Article in Clinical obesity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Beyond weight loss: the value of physical activity and exercise for improving cardiometabolic risk factors in individuals with overweight and obesity.Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation · 2026
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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

9 authors.

Malou A H NuijtenDepartment of Medical Biosciences, Radboudumc Graduate School, Radboud University Medical Center, Nijmegen, the Netherlands.
Bente M de RoosDepartment of Medical Biosciences, Radboudumc Graduate School, Radboud University Medical Center, Nijmegen, the Netherlands.ORCID https://orcid.org/0009-0001-7203-3616
Jan H M KarregatDepartment of Medical Biosciences, Radboudumc Graduate School, Radboud University Medical Center, Nijmegen, the Netherlands.
Eric J HazebroekDepartment of Surgery, Rijnstate Hospital/Vitalys Clinics, Arnhem, the Netherlands.
Valerie M MonpellierNederlandse Obesitas Kliniek, Huis ter Heide, the Netherlands.
Ignace M C JanssenNederlandse Obesitas Kliniek, Huis ter Heide, the Netherlands.
Maria T E HopmanDepartment of Medical Biosciences, Radboudumc Graduate School, Radboud University Medical Center, Nijmegen, the Netherlands.
Esmée A BakkerDepartment of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain.
Thijs M H EijsvogelsDepartment of Medical Biosciences, Radboudumc Graduate School, Radboud University Medical Center, Nijmegen, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Severe obesity is associated with an increased cardiovascular risk. Metabolic-bariatric surgery (MBS) can reduce the risk of cardiovascular events and mortality, potentially depending on weight loss composition. This study assessed the association between post-MBS weight loss composition and major adverse cardiovascular events (MACE) and all-cause mortality. This retrospective, single-center study included patients who underwent MBS between 2012 and 2020. Twelve-month total weight loss (TWL), fat mass loss (FML), fat-free mass loss (FFML), and proportion of FFML within weight loss (FFML/WL) were assessed. The primary endpoint was a composite of MACE and all-cause mortality. The event rate was compared across weight composition tertiles, while adjusting for cardiometabolic medication, age, sex, preoperative weight and surgery type. In total, 5889 patients (21% men; 44.3 ± 11.1 years) were included. During a follow-up of 4.9 ± 2.2 years, a total of 106 patients (1.8%) reached the primary endpoint. TWL, FFML, FML and FFML/WL were not associated with the composite endpoint after adjustment for confounders. Nevertheless, stratified analysis revealed that older patients (≥ 45 years) with a high TWL (HR = 1.68 [95% CI, 1.03-2.75]) and high FFML/WL (HR = 1.78 [95% CI, 1.12-2.85]) had a higher risk of MACE and all-cause mortality. Weight loss composition was not related to MACE and mortality in the total population, but higher TWL and FFML/WL ≥ 30% at 12 months post-MBS were associated with a worse prognosis among patients aged ≥ 45 years. The harm associated with excessive TWL and FFML post-MBS, along with potential countermeasures, should be further investigated to optimise clinical outcomes.

Indexed as

Bariatric SurgeryBody CompositionCardiovascular DiseasesObesity, MorbidWeight LossAdultFemaleHumansMaleMiddle AgedRetrospective Studiesfat‐free massmajor adverse cardiovascular eventsmetabolic‐bariatric surgeryweight loss composition

Identifiers

PMID41254770
PMCPMC12705300

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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.