Evidence map›Paper›PMID 41321003›Full record

ArticleCerebrovascular diseases extra2026

Revisiting the Obesity Paradox: Stroke Subtype-Specific Associations of BMI and WHR with Functional Outcome.

Priyanka Boettger, Jamschid Sedighi, Martin Juenemann, Tobias Braun, Thomas Karrasch, Michael Buerke, Omar Alhaj Omar

Abstract readComparative Study
In one paragraph

Article in Cerebrovascular diseases extra, 2026. 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. Covert macrovascular disease and early outcome after ischemic cerebrovascular events.Clinical research in cardiology : official journal of the German Cardiac Society · 2026
    Observational
  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.

Priyanka BoettgerDepartment of Cardiology, Angiology and Critical Care Medicine, Justus Liebig University Giessen, Giessen, Germany, priyanka.boettger@uni-giessen.de.
Jamschid SedighiDepartment of Cardiology, Angiology and Critical Care Medicine, Justus Liebig University Giessen, Giessen, Germany.
Martin JuenemannDepartment of Neurology and Neurological Intensive Care, Justus Liebig University Giessen, Giessen, Germany.
Tobias BraunDepartment of Neurology and Neurological Intensive Care, Justus Liebig University Giessen, Giessen, Germany.
Thomas KarraschDepartment of Endocrinology, Justus Liebig University Giessen, Giessen, Germany.
Michael BuerkeDepartment of Cardiology, Angiology and Critical Care Medicine, St. Marien Krankenhaus, Siegen, Germany.
Omar Alhaj OmarDepartment of Neurology and Neurological Intensive Care, Justus Liebig University Giessen, Giessen, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionWhile obesity is a known risk factor for ischemic stroke, its prognostic value remains uncertain. We examined the independent and combined effects of body mass index (BMI) and waist-to-hip ratio (WHR) on early stroke outcomes across subtypes.

methodsIn this prospective cohort study, 714 patients with acute ischemic stroke or transient ischemic attack were enrolled over 6 months. BMI and WHR were assessed on admission. Stroke severity (NIHSS) and functional outcome at discharge (modified Rankin Scale, mRS) were recorded. Stroke etiology was classified using TOAST and ESUS criteria. Multivariable regression and restricted cubic spline models were applied.

resultsA U-shaped association emerged between BMI and both stroke severity and recovery, with overweight patients (BMI 25.0-29.9 kg/m2) showing the lowest NIHSS and highest independence rate (mRS 0-2: 65%). Underweight and obese patients had significantly worse outcomes (p < 0.001). WHR was an independent predictor of higher stroke severity (β = +2.8; 95% CI: 2.1-3.5) and poor outcome (OR = 0.70; 95% CI: 0.52-0.94) and added prognostic value when combined with BMI. A sex-specific interaction indicated greater benefit from overweight in women (OR = 1.72; p = 0.02). Subtype analysis revealed a U-shaped BMI association in cardioembolic stroke (p = 0.014) but not in ESUS.

conclusionsBMI and WHR show distinct, nonlinear, and sex- and subtype-specific associations with stroke severity and functional outcome. WHR was a stronger, BMI-independent predictor of prognosis, particularly in non-cardioembolic stroke. These findings challenge the "obesity paradox" and support incorporating adiposity phenotypes into individualized stroke risk models.

Indexed as

Body Mass IndexIschemic Attack, TransientIschemic StrokeObesityStrokeWaist-Hip RatioAgedAged, 80 and overDisability EvaluationFemaleFunctional StatusHumansMaleMiddle AgedObesity ParadoxPrognosisBody mass indexESUSFunctional outcomeInflammationIschemic strokeMetabolic syndromeObesityObesity paradoxOverweightPreventionProtective effectSex differencesStroke severityWaist-to-hip ratio

Identifiers

PMID41321003
PMCPMC12872198

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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.