Evidence map›Paper›PMID 41120039›Full record

ArticleAmerican heart journal2026

Association of obesity subphenotypes with indices of cardiac remodeling in the Framingham heart study.

William J He, Brenton R Prescott, Vanessa Xanthakis, Gary F Mitchell, Susan Cheng, Ramachandran S Vasan

Abstract read
In one paragraph

Article in American heart journal, 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
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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

6 authors.

William J HeFramingham Heart Study, National Heart, Lung, and Blood Institute and Boston University Chobanian and Avedisian School of Medicine, Framingham, MA; Boston University Chobanian and Avedisian School of Medicine, Boston, MA; Department of Medicine, New York University Grossman School of Medicine, New York, NY. Electronic address: William.He@nyulangone.org.
Brenton R PrescottFramingham Heart Study, National Heart, Lung, and Blood Institute and Boston University Chobanian and Avedisian School of Medicine, Framingham, MA; Department of Neurology, Boston Medical Center, Boston, MA.
Vanessa XanthakisFramingham Heart Study, National Heart, Lung, and Blood Institute and Boston University Chobanian and Avedisian School of Medicine, Framingham, MA; Department of Biostatistics, Boston University School of Public Health, Boston, MA; Section of Preventive Medicine and Epidemiology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA.
Gary F MitchellCardiovascular Engineering, Inc., Norwood, MA, USA.
Susan ChengDepartment of Cardiology, Cedars-Sinai Medical Center, Los Angeles, CA.
Ramachandran S VasanFramingham Heart Study, National Heart, Lung, and Blood Institute and Boston University Chobanian and Avedisian School of Medicine, Framingham, MA; Section of Preventive Medicine and Epidemiology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA; University of Texas School of Public Health San Antonio, San Antonio, TX.

Funding

FRAMINGHAM HEART STUDY - YEAR 5 EXAM75N92019D00031 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI RAMACHANDRAN, VASAN · 2019 to 2024
$29.8M
MEDICAL STUDENT SUMMER RESEARCH PROGRAM IN HEART, LUNG AND BLOOD DISEASES (RPHLB)T35HL139444 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI FINE, ALAN FINE, SARFATY, SUZANNE · 2019 to 2023
$479k
THE FRAMINGHAM HEART STUDY-N01HC25195-268025195-268025195N01HC025195 · HC · TRUSTEES OF BOSTON UNIVERSITY · PI WOLF, PHILIP A · 2002 to 2006
–
NHLBI NIH HHS 75N92019D00031NHLBI NIH HHS HHSN268201500001CNHLBI NIH HHS HHSN268201500001INHLBI NIH HHS N01 HC025195NHLBI NIH HHS T35 HL139444
6 · The paper itself

Abstract

backgroundPrevious studies have reported that obesity-related metabolic abnormalities (eg, diabetes and hypertension) lead to myocardial dysfunction and adverse cardiac remodeling. However, it is unclear whether such cardiac remodeling is from obesity or obesity-related metabolic abnormalities. We hypothesize that overweight and obesity are associated with adverse cardiac remodeling independent of associated metabolic abnormalities.

methodsWe evaluated 6,639 participants from the Framingham Heart Study who underwent echocardiography and had no prevalent cardiovascular disease. Individuals were classified into 6 obesity sub-phenotypes based on metabolic health (metabolically healthy or metabolically unhealthy) and body mass index (normal weight, overweight, or obese). Obesity subphenotypes were related to echocardiographic measures using multivariable regression analyses.

resultsMean age was 49 years and 55% were women. Overweight and obesity were consistently associated with adverse cardiac remodeling in both metabolic healthy and unhealthy participants. Among metabolically healthy participants, compared to the normal weight group (referent), overweight and obesity were significantly associated with increased left ventricular mass (11.6 and 21.4 gm), left atrium end-systolic dimension (0.27 and 0.48 cm), global longitudinal strain (0.82 and 1.06%), and the ratio of early diastolic trans-mitral flow velocity to early diastolic mitral annulus velocity (0.35 and 0.87) (all P < .001). Additionally, obesity was significantly associated with mitral annular plane systolic excursion (0.08 cm, P < .001) and relative wall thickness (0.01, P = .001) compared to the normal weight referent group.

conclusionsIncreasing body weight was associated with adverse cardiac remodeling regardless of metabolic health status, which suggests that obesity may directly increase the risk of adverse cardiac remodeling.

Indexed as

ObesityVentricular RemodelingAdultBody Mass IndexEchocardiographyFemaleHumansMaleMiddle AgedOverweightPhenotype

Identifiers

PMID41120039
PMCPMC12721342

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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.