Evidence map›Paper›PMID 31550265›Full record

Observational studyPLoS medicine2019

Association of obesity with heart failure outcomes in 11 Asian regions: A cohort study.

Chanchal Chandramouli, Wan Ting Tay, Nurul Sahiddah Bamadhaj, Jasper Tromp, Tiew-Hwa Katherine Teng, Jonathan J L Yap, Michael R MacDonald, Chung-Lieh Hung, Koen Streng, Ajay Naik and 8 more

Registry-linked trialOpen access · goldAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01633398 (Asian Sudden Cardiac Death in Heart Failure), which is not on this map. Cited by 80 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
80citing papers in PubMed, 2 pooled it
9.2field-weighted citation impact, top 2% of its field
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.

NCT01633398 completednot on this map

Asian Sudden Cardiac Death in Heart Failure(ASIAN-HF) Prospective Observational Study

TypeobservationalSponsorCarolyn LamRan2012 to 2020Enrolled6,329ConditionsHeart FailureArmsSaliva Genetic testing
3 · Its place in the literature

Who cites it

80 citing papers in PubMed, 2 syntheses or guidelines pooled it, 120 citations in OpenAlex.

  1. Pooled it
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  9. Obesity paradox in heart failure with and without diabetes mellitus: a retrospective cohort study : Obesity paradox and DM in HF.Clinical research in cardiology : official journal of the German Cardiac Society · 2026
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  14. Heart failure with preserved ejection fraction: current insights and emerging therapeutic directions.The Korean journal of physiology & pharmacology : official journal of the Korean Physiological Society and the Korean Society of Pharmacology · 2026
    Review
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20 more citing papers are in PubMed but not listed here.

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

18 authors at 9 institutions in 5 countries.

Chanchal ChandramouliNational Heart Centre Singapore, Singapore, Singapore.ORCID 0000-0001-8256-902X
Wan Ting TayNational Heart Centre Singapore, Singapore, Singapore.ORCID 0000-0003-2397-5946
Nurul Sahiddah BamadhajNational Heart Centre Singapore, Singapore, Singapore.
Jasper TrompNational Heart Centre Singapore, Singapore, Singapore.
Tiew-Hwa Katherine TengNational Heart Centre Singapore, Singapore, Singapore.
Jonathan J L YapNational Heart Centre Singapore, Singapore, Singapore.ORCID 0000-0002-5227-8536
Michael R MacDonaldChangi General Hospital, Singapore, Singapore.ORCID 0000-0003-3501-3592
Chung-Lieh HungMacKay Memorial Hospital, Taipei, Taiwan.ORCID 0000-0002-2858-3493
Koen StrengUniversity Medical Center Groningen, Groningen, Netherlands.
Ajay NaikCIMS Hospital, Ahmedabad, Gujarat, India.ORCID 0000-0003-1563-9774
Gurpreet Singh WanderDayanand Medical College and Hospital, Ludhiana, Punjab, India.ORCID 0000-0002-4596-4247
Jitendra SawhneySir Gangaram Hospital, New Delhi, India.
Lieng Hsi LingCardiovascular Research Institute, Singapore, Singapore.ORCID 0000-0001-6063-8530
A Mark RichardsCardiovascular Research Institute, Singapore, Singapore.
Inder AnandVeterans Affairs Medical Center, Minneapolis, Minnesota, United States of America.
Adriaan A VoorsUniversity Medical Center Groningen, Groningen, Netherlands.
Carolyn S P LamNational Heart Centre Singapore, Singapore, Singapore.ORCID 0000-0003-1903-0018
ASIAN-HF Investigators
National Heart Centre Singapore · SGUniversity Medical Center Groningen · NLSingapore Clinical Research Institute · SGCare Institute of Medical Sciences · INChangi General Hospital · SGDayanand Medical College & Hospital · INMackay Memorial Hospital · TWSir Ganga Ram Hospital · INVeterans Health Administration · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAsians are predisposed to a lean heart failure (HF) phenotype. Data on the 'obesity paradox', reported in Western populations, are scarce in Asia and have only utilised the traditional classification of body mass index (BMI). We aimed to investigate the association between obesity (defined by BMI and abdominal measures) and HF outcomes in Asia. METHODS AND

findingsUtilising the Asian Sudden Cardiac Death in Heart Failure (ASIAN-HF) registry (11 Asian regions including Taiwan, Hong Kong, China, India, Malaysia, Thailand, Singapore, Indonesia, Philippines, Japan, and Korea; 46 centres with enrolment between 1 October 2012 and 6 October 2016), we prospectively examined 5,964 patients with symptomatic HF (mean age 61.3 ± 13.3 years, 26% women, mean BMI 25.3 ± 5.3 kg/m2, 16% with HF with preserved ejection fraction [HFpEF; ejection fraction ≥ 50%]), among whom 2,051 also had waist-to-height ratio (WHtR) measurements (mean age 60.8 ± 12.9 years, 24% women, mean BMI 25.0 ± 5.2 kg/m2, 7% HFpEF). Patients were categorised by BMI quartiles or WHtR quartiles or 4 combined groups of BMI (low, <24.5 kg/m2 [lean], or high, ≥24.5 kg/m2 [obese]) and WHtR (low, <0.55 [thin], or high, ≥0.55 [fat]). Cox proportional hazards models were used to examine a 1-year composite outcome (HF hospitalisation or mortality). Across BMI quartiles, higher BMI was associated with lower risk of the composite outcome (ptrend < 0.001). Contrastingly, higher WHtR was associated with higher risk of the composite outcome. Individuals in the lean-fat group, with low BMI and high WHtR (13.9%), were more likely to be women (35.4%) and to be from low-income countries (47.7%) (predominantly in South/Southeast Asia), and had higher prevalence of diabetes (46%), worse quality of life scores (63.3 ± 24.2), and a higher rate of the composite outcome (51/232; 22%), compared to the other groups (p < 0.05 for all). Following multivariable adjustment, the lean-fat group had higher adjusted risk of the composite outcome (hazard ratio 1.93, 95% CI 1.17-3.18, p = 0.01), compared to the obese-thin group, with high BMI and low WHtR. Results were consistent across both HF subtypes (HFpEF and HF with reduced ejection fraction [HFrEF]; pinteraction = 0.355). Selection bias and residual confounding are potential limitations of such multinational observational registries.

conclusionsIn this cohort of Asian patients with HF, the 'obesity paradox' is observed only when defined using BMI, with WHtR showing the opposite association with the composite outcome. Lean-fat patients, with high WHtR and low BMI, have the worst outcomes. A direct correlation between high WHtR and the composite outcome is apparent in both HFpEF and HFrEF.

trial registrationAsian Sudden Cardiac Death in HF (ASIAN-HF) Registry ClinicalTrials.gov Identifier: NCT01633398.

Indexed as

AdiposityAgedAsiaBody Mass IndexFemaleHeart FailureHumansMaleMiddle AgedObesityProspective StudiesRegistriesRisk AssessmentRisk FactorsStroke VolumeVentricular Function

Identifiers

PMID31550265
PMCPMC6759142
OpenAlexW2975710937

What OpenQuestion holds

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Registered trials

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.