Evidence map›Paper›PMID 35352504›Full record

Observational studyJournal of cachexia, sarcopenia and muscle2022

Malnutrition outweighs the effect of the obesity paradox.

Suriya Prausmüller, Gregor Heitzinger, Noemi Pavo, Georg Spinka, Georg Goliasch, Henrike Arfsten, Cornelia Gabler, Guido Strunk, Christian Hengstenberg, Martin Hülsmann and 1 more

Abstract readObservational Study
In one paragraph

Observational study in Journal of cachexia, sarcopenia and muscle, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing 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

27 citing papers in PubMed.

  1. Article
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  3. [Prognostic nutritional index and risk of incident hyperuricemia: A retrospective cohort study].Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences · 2026
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  15. Observational
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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

11 authors.

Suriya PrausmüllerDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.
Gregor HeitzingerDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.
Noemi PavoDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.
Georg SpinkaDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.
Georg GoliaschDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.
Henrike ArfstenDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.
Cornelia GablerIT Systems and Communications, Medical University of Vienna, Vienna, Austria.
Guido StrunkComplexity Research, Vienna, Austria.
Christian HengstenbergDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.
Martin HülsmannDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.
Philipp E BartkoDivision of Cardiology, Department of Internal Medicine, II, Medical University of Vienna, Vienna, Austria.

Funding

Austrian Science Fund FWF KLI 700
6 · The paper itself

Abstract

backgroundHigh body mass index (BMI) is paradoxically associated with better outcome in patients with heart failure (HF). The effects of malnutrition on this phenomenon across the whole spectrum of HF have not yet been studied.

methodsIn this observational study, patients were classified by guideline diagnostic criteria to one of three heart failure subtypes: reduced (HFrEF), mildy reduced (HFmrEF), and preserved ejection fraction (HFpEF). Data were retrieved from the Viennese-community healthcare provider network between 2010 and 2020. The relationship between BMI, nutritional status reflected by the prognostic nutritional index (PNI), and survival was assessed. Patients were classified by the presence (PNI < 45) or absence (PNI ≥ 45) of malnutrition.

resultsOf the 11 995 patients enrolled, 6916 (58%) were classified as HFpEF, 2809 (23%) HFmrEF, and 2270 HFrEF (19%). Median age was 70 years (IQR 61-77), and 67% of patients were men. During a median follow-up time of 44 months (IQR 19-76), 3718 (31%) of patients died. After adjustment for potential confounders, BMI per IQR increase was independently associated with better survival (adj. hazard ratio [HR]: 0.91 [CI 0.86-0.97], P = 0.005), this association remained significant after additional adjustment for HF type (adj. HR: 0.92 [CI 0.86-0.98], P = 0.011). PNI was available in 10 005 patients and lowest in HFrEF patients. PNI was independently associated with improved survival (adj. HR: 0.96 [CI 0.95-0.97], P < 0.001); additional adjustment for HF type yielded similar results (adj. HR: 0.96 [CI 0.96-0.97], P < 0.001). Although obese patients experienced a 30% risk reduction, malnutrition at least doubled the risk for death with 1.8- to 2.5-fold higher hazards for patients with poor nutritional status compared with normal weight well-nourished patients.

conclusionsThe obesity paradox seems to be an inherent characteristic of HF regardless of phenotype and nutritional status. Yet malnutrition significantly changes trajectory of outcome with regard to BMI alone: obese patients with malnutrition have a considerably worse outcome compared with their well-nourished counterparts, outweighing protective effects of high BMI alone. In this context, routine recommendation towards weight loss in patients with obesity and HF should generally be made with caution and focus should be shifted on nutritional status.

Indexed as

Heart FailureMalnutritionObesityAgedFemaleHumansMaleMiddle AgedNutritional StatusPrognosisStroke VolumeHeart failureMalnutritionObesity paradoxPNI

Identifiers

PMID35352504
PMCPMC9178364

What OpenQuestion holds

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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.