Evidence map›Paper›PMID 42017882›Full record

ArticleJournal of the American College of Cardiology2026

Body Mass Index, Clinical Outcomes, and Mortality in Heart Failure: A Mendelian Randomization Study.

Nicholas Sunderland, Geraldine Asselin, Albert Henry, Christopher P Nelson, Louis-Philippe Lemieux Perreault, Folkert W Asselbergs, Eric Boersma, Thomas P Cappola, Olympe Chazara, William Chutkow and 48 more

Abstract read
In one paragraph

Article in Journal of the American College of Cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

58 authors.

Nicholas SunderlandMRC Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom; NIHR Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol, Bristol, United Kingdom.
Geraldine AsselinMontreal Heart Institute, Pharmacogenomics Centre, Montréal, Québec, Canada.
Albert HenryInstitute of Cardiovascular Science, University College London, London, United Kingdom.
Christopher P NelsonDepartment of Cardiovascular Sciences, University of Leicester, Leicester, United Kingdom; NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom.
Louis-Philippe Lemieux PerreaultMontreal Heart Institute, Pharmacogenomics Centre, Montréal, Québec, Canada.
Folkert W AsselbergsDepartment of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands; The National Institute for Health and Care Research University College London Biomedical Research Centre, University College London, London, United Kingdom; Institute of Health Informatics, University College London, London, United Kingdom.
Eric BoersmaDepartment of Cardiology, Cardiovascular Institute, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
Thomas P CappolaPenn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Olympe ChazaraCentre for Genomics Research, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom.
William ChutkowNovartis Institutes for Biomedical Research, Cambridge, Massachusetts, USA.
Marie-Christyne CyrMontreal Heart Institute, Pharmacogenomics Centre, Montréal, Québec, Canada.
Apostolos GkatzionisMRC Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom.
Hongsheng GuiCenter for Individualized and Genomic Medicine Research, Department of Internal Medicine, Henry Ford Hospital, Detroit, Michigan, USA.
Carolina HaefligerCentre for Genomics Research, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom.
Åsa K HedmanCardiovascular Medicine Unit, Department of Medicine Solna, Karolinska Institute, Stockholm, Sweden.
Hans HillegeDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
Craig L HydePfizer Worldwide Research & Development, Cambridge, Massachusetts, USA.
Frederick K KamanuTIMI Study Group, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Isabella KardysDepartment of Cardiology, Cardiovascular Institute, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
Andrea L KoekemoerDepartment of Cardiovascular Sciences, University of Leicester, Leicester, United Kingdom; NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom.
William E KrausDuke University School of Medicine, Durham, North Carolina, USA.
Chim C LangDivision of Cardiovascular Research, University of Dundee, Dundee, United Kingdom; Tuanku Muhriz Royal Chair, National University of Malaysia, Bangi, Malaysia.
Anders MalarstigPfizer Worldwide Research & Development, Cambridge, Massachusetts, USA.
Kenneth B MarguliesPenn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Nicholas A MarstonDepartment of Cardiovascular Sciences, University of Leicester, Leicester, United Kingdom.
Giorgio E M MelloniTIMI Study Group, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Michael P MorleyPenn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Michelle L O'DonoghueTIMI Study Group, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Anjali T OwensPenn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Dirk S PaulCentre for Genomics Research, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, United Kingdom.
Kate TillingMRC Integrative Epidemiology Unit, Bristol Medical School, University of Bristol, Bristol, United Kingdom.
Pim van der HarstDepartment of Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands.
Jessica van SettenDepartment of Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands.
Marion van VugtDepartment of Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands.
Niek VerweijDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
Abirami VeluchamyDivision of Molecular and Clinical Medicine, University of Dundee, Ninewells Hospital and Medical School, Dundee, United Kingdom.
Lars WallentinDepartment Medical Sciences and Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden.
Xiaosong WangNovartis Institutes for Biomedical Research, Cambridge, Massachusetts, USA.
Heming XingSanofi Research, Cambridge, Massachusetts, USA.
Yifan YangPenn Cardiovascular Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Harvey D WhiteHealth New Zealand Te Whatu Ora, Te Toka Tumai Auckland, Green Lane Cardiovascular Service, Auckland City Hospital, Auckland, New Zealand.
Faiez ZannadUniversite de Lorraine, CHRU Nancy, Inserm, CIC, Nancy, France.
J Gustav SmithDepartment of Molecular and Clinical Medicine, Institute of Medicine, Gothenburg University and Sahlgrenska University Hospital, Gothenburg, Sweden; Science for Life Laboratory, Gothenburg University, Gothenburg, Sweden; Department of Cardiology, Clinical Sciences, Lund University and Skåne University Hospital, Lund, Sweden; Wallenberg Center for Molecular Medicine and Lund University Diabetes Center, Lund University, Lund, Sweden.
Hans-Peter Brunner-La RoccaCardiovascular Research Institute (CARIM), Maastricht University, Maastricht, the Netherlands.
David E LanfearCenter for Individualized and Genomic Medicine Research, Henry Ford Health, Detroit, Michigan, USA.
Douglas L MannCenter for Cardiovascular Research, Washington University School of Medicine, St Louis, Missouri, USA.
Simon de DenusMontreal Heart Institute, and Faculty of Pharmacy, Université de Montréal, Montréal, Québec, Canada.
Jean-Claude TardifMontreal Heart Institute, and Faculty of Medicine, Université de Montréal, Montrėal, Québec, Canada.
Adriaan A VoorsDepartment of Cardiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
Nilesh J SamaniDepartment of Cardiovascular Sciences, University of Leicester, Leicester, United Kingdom; NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, United Kingdom.
Patrick T EllinorCardiac Arrhythmia Service and Cardiovascular Research Center, Massachusetts General Hospital, Cambridge, Massachusetts, USA.
Christian T RuffTIMI Study Group, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Marc S SabatineTIMI Study Group, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Naveed SattarSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom.
John J V McMurraySchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, United Kingdom.
Lavinia PaternosterNIHR Bristol Biomedical Research Centre, University Hospitals Bristol and Weston NHS Foundation Trust and University of Bristol, Bristol, United Kingdom; Department of Molecular and Clinical Medicine, Institute of Medicine, Gothenburg University and Sahlgrenska University Hospital, Gothenburg, Sweden.
Marie-Pierre DubéMontreal Heart Institute, Pharmacogenomics Centre, and Faculty of Medicine, Université de Montréal, Montréal, Québec, Canada.
R Thomas LumbersInstitute of Health Informatics, University College London, London, United Kingdom. Electronic address: t.lumbers@ucl.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundExcess adiposity, most commonly indexed through body mass index (BMI), is strongly associated with the development of heart failure (HF). Weight loss therapies improve outcomes in patients with obesity and HF with preserved left ventricular ejection fraction (LVEF), but their effects in HF with reduced LVEF remain unclear.

objectivesThe aim of this work is to determine whether higher BMI is associated with adverse clinical outcomes in patients with HF and whether there is effect modification by LVEF subgroup.

methodsTwo-sample Mendelian randomization (MR) was used, with genome-wide significant loci associated with BMI as instrumental variables and outcome data from a genome-wide association study (GWAS) of time-to-event clinical outcomes in patients with HF. A total of 50,636 individuals of European ancestry with established HF from 22 cohorts were included in the genetic analysis: 12 HF trials, 1 prospective case-cohort study, 9 cohorts nested within non-HF cardiovascular trials, and 1 population-based cohort derived from the UK Biobank. The exposure was genetically predicted BMI and the outcome measures were all-cause mortality and a composite of cardiovascular mortality or HF hospitalization. Genetic associations for the outcomes were derived from our GWAS and MR was used to estimate the unbiased association of genetically predicted BMI with these clinical outcomes.

resultsThe mean BMI was 29.2 ± 5.8 kg/m

conclusionsAmong patients with HF, higher BMI was associated with increased all-cause mortality and cardiovascular death or HF hospitalization, supporting the potential role of weight-management strategies across the ejection fraction spectrum.

Indexed as

Body Mass IndexHeart FailureMendelian Randomization AnalysisObesityAgedFemaleGenome-Wide Association StudyHumansMaleMiddle AgedStroke Volumegenome-wide association studyheart failureindex-event biasMendelian randomizationobesity

Identifiers

PMID42017882
PMCPMC13211948

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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.