Evidence map›Paper›PMID 42288762›Full record

ArticleBMC cardiovascular disorders2026

Epicardial fat is associated with prevalent heart failure and adverse cardiac remodeling in atrial fibrillation.

Alexander P Hamel, Taylor Orwig, Bao Ngoc Tran, Bella Vogt, Ethan Senser, Shruti Hegde, Lara Kovell, Jung Ae Lee, Matthew W Parker, Timothy Fitzgibbons and 2 more

Abstract read
In one paragraph

Article in BMC cardiovascular disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Alexander P HamelDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA. alexander.hamel@umassmed.edu.
Taylor OrwigDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
Bao Ngoc TranDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
Bella VogtDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
Ethan SenserDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
Shruti HegdeDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
Lara KovellDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
Jung Ae LeeDepartment of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, MA, USA.
Matthew W ParkerDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
Timothy FitzgibbonsDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
David D McManusDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.
Khanh-Van T TranDivision of Cardiovascular Medicine, Department of Medicine, University of Massachusetts Chan Medical School Worcester, 55 N Lake Avenue, MA, Worcester, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAtrial fibrillation (AF) frequently coexists with cardiometabolic conditions such as diabetes and heart failure (HF), which increase morbidity and mortality. While body mass index (BMI) is widely used for risk stratification, regional adiposity measures including epicardial adipose tissue (EAT) and EAT indexed to body surface area (iEAT) may better reflect local cardiac fat burden and its association with conditions of adverse cardiac remodeling.

methodsWe identified 348 participants from an AF registry with EAT area quantified from a pre-ablation CT scan. Echocardiographic parameters and clinical covariates were collected from the electronic medical record. Adiposity measures were analyzed in tertiles. Multivariable logistic regression models adjusted for age, sex, and race assessed associations between adiposity and outcomes. ROC curves were used to compare predictive performance. Multivariable linear regression analysis assessed echocardiographic parameters, including left ventricular (LV) ejection fraction, LV dimensions, LV mass, left atrial anteroposterior diameter, and pulmonary artery systolic pressure.

resultsAmong 348 participants, higher BMI, EAT and iEAT were each associated with older age and increased prevalence of cardiometabolic comorbidity. In multivariable models, the highest tertiles of EAT and iEAT were each independently associated with heart failure [EAT OR 4.83 (95% CI 1.82-12.84); iEAT OR 4.40 (95% CI 1.70-11.43)]. ROC analysis showed that iEAT best discriminated heart failure (AUC = 0.74), while BMI best discriminated diabetes (AUC = 0.69). In adjusted models, all three adiposity metrics were significantly associated with higher LV mass; EAT and iEAT were additionally linked to higher pulmonary artery systolic pressure.

conclusionIn patients with atrial fibrillation, epicardial adiposity measures were more strongly associated with prevalent heart failure than BMI, possibly due to its association with adverse cardiac remodeling. In contrast, BMI remains a stronger predictor of diabetes. Incorporating epicardial fat may enhance risk stratification for heart failure in patients with atrial fibrillation beyond BMI alone.

Indexed as

AdiposityAtrial FibrillationAtrial RemodelingEpicardial Adipose TissueHeart FailureObesityVentricular RemodelingAgedBody Mass IndexFemaleHumansMaleMiddle AgedPrevalencePrognosisRegistriesAdiposityAtrial fibrillationCardiac remodelingEpicardial adipose tissueHeart failure

Identifiers

PMID42288762
PMCPMC13491637

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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.