Observational studyPLoS medicine2019
Association of obesity with heart failure outcomes in 11 Asian regions: A cohort study.
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.
What it found
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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.
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.
Asian Sudden Cardiac Death in Heart Failure(ASIAN-HF) Prospective Observational Study
Who cites it
80 citing papers in PubMed, 2 syntheses or guidelines pooled it, 120 citations in OpenAlex.
- Association of circulating omentin level and metabolic-associated fatty liver disease: a systematic review and meta-analysis.Frontiers in endocrinology · 2023Pooled it
- Mortality risk in patients with underweight or obesity with peripheral artery disease: a meta-analysis including 5,735,578 individuals.International journal of obesity (2005) · 2022Pooled it
- Near-universal prevalence of central adiposity in heart failure with preserved ejection fraction: the PARAGON-HF trial.European heart journal · 2025Trial
- Association of predicted lean body mass and fat mass with prognosis in patients with heart failure preserved ejection fraction.PloS one · 2025Trial
- Novel Adiposity Indices Are Associated With Poor Prognosis in Heart Failure With Preserved Ejection Fraction Without the Obesity Paradox.Journal of the American Heart Association · 2024Trial
- Trial
- Efficacy of dapagliflozin in heart failure with reduced ejection fraction according to body mass index.European journal of heart failure · 2021Trial
- Prevalence and clinical correlates of metabolic dysfunction-associated steatotic liver disease in heart failure.Open heart · 2026Article
- 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 · 2026Article
- Body composition phenotypes are key predictors of cardiovascular-kidney-metabolic multimorbidity and long-term mortality: insights from a population-based cohort study.Clinical research in cardiology : official journal of the German Cardiac Society · 2026Article
- Long-Term Impact of Clinical Obesity on Heart Failure Development and Prognosis: New Insights.JACC. Asia · 2026Article
- Article
- Role of Fat-Free Mass-Adjusted Cardiorespiratory Fitness in Predicting Hospitalization Risk in Patients with Heart Failure.Yonsei medical journal · 2026Article
- 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 · 2026Review
- Rising cardiovascular metabolic indices are associated with hypertension and stroke risk in individuals with abnormal glucose metabolism: A prospective cohort study.Aging clinical and experimental research · 2026Article
- The combination of visceral adiposity and triglyceride-glucose indices as predictors of cardiovascular disease incidence in middle-aged and older adults.European journal of medical research · 2026Article
- Impact of metabolic score for visceral fat on bone health in adolescent population: a cross-sectional study perspective.Frontiers in nutrition · 2026Article
- Association between novel obesity- and lipid-related indices and diabetes across different FBG among elderly: a prospective cohort study.Frontiers in endocrinology · 2026Article
- Impact of global work index on obesity paradox in heart failure with advanced left ventricle remodeling.Frontiers in cardiovascular medicine · 2026Article
- Article
20 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
18 authors at 9 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
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.
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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.