Evidence map›Paper›PMID 42482141›Full record

ArticleBreast cancer research : BCR2026

The association between adiposity and cardiac function in patients with early breast cancer receiving cardiotoxic therapies.

Gabriel Aleixo, Wei Ting Hwang, Rakesh Sharma, Wonyoung Jung, Congying Xia, Vivek Narayan, Yehoda M Martei, Ramy Sedhom, Walter Witschey, Bonnie Ky

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Article in Breast cancer research : BCR, 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

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

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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

10 authors.

Gabriel AleixoDivision of Hematology-Oncology, Department of Medicine, Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, PA, USA. gfpaleixo@gmail.com.
Wei Ting HwangDepartment of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Rakesh SharmaDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Wonyoung JungDivision of Cardiovascular Medicine, Department of Medicine, Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, PA, USA.
Congying XiaDivision of Cardiovascular Medicine, Department of Medicine, Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, PA, USA.
Vivek NarayanDivision of Hematology-Oncology, Department of Medicine, Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, PA, USA.
Yehoda M MarteiDivision of Hematology-Oncology, Department of Medicine, Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, PA, USA.
Ramy SedhomDivision of Hematology-Oncology, Department of Medicine, Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, PA, USA.
Walter WitscheyDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Bonnie KyDepartment of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. bonnie.ky@pennmedicine.upenn.edu.

Funding

American Heart Association 849569 and 869105American Society of Hematology HIPNIH HHS R01HL118018, R01HL152707, R21HL157886, R21HL150723, R21HL152148, and K24HL167127
6 · The paper itself

Abstract

backgroundAnthracyclines and HER2-directed therapies improve survival in early breast cancer but increase cardiovascular risk, which body mass index poorly characterizes. We evaluated longitudinal associations between pre-treatment CT-derived body composition and echocardiography-derived systolic and diastolic function in a prospective cohort of women with early breast cancer.

methodsIn a prospective cohort of women with stage I-III early breast cancer treated with anthracyclines and/or trastuzumab, skeletal muscle index (SMI), muscle density (SMD), and visceral and subcutaneous adipose tissue area and density (VAT, SAT, VATD, SATD) were quantified from pre-treatment CT or PET-CT at L3 using automated segmentation. Longitudinal changes in LVEF and E/e' were analyzed using multivariable-adjusted GEE models. Time to incident systolic dysfunction (≥ 10% LVEF decline to < 50%) and diastolic dysfunction (E/e' ≥ 14) were analyzed using Cox proportional hazards models.

resultsAcross 177 participants (median age 50 years, 36.2% HER2-positive, 19.9% triple-negative), 145 (81.9%) received anthracycline-based therapy. Baseline body composition was not associated with longitudinal LVEF change. Higher baseline VAT (β 0.6, 95% CI 0.2-0.9; p = 0.001) and VAT/SAT ratio (β 0.5, 95% CI 0.2-0.7; p < 0.001) were associated with increased E/e' over time, while higher VATD (β - 0.4, 95% CI - 0.6 to - 0.1; p = 0.002) was associated with decreased E/e' during follow-up. No associations were observed for SAT or SATD.

conclusionsPre-treatment visceral adiposity is associated with worsening diastolic function during breast cancer therapy. CT-derived body composition may refine cardiotoxicity risk assessment beyond BMI.

Indexed as

AdiposityAntineoplastic Combined Chemotherapy ProtocolsBreast NeoplasmsCardiotoxicityHeartAdultAnthracyclinesBody CompositionBody Mass IndexEchocardiographyFemaleHumansMiddle AgedNeoplasm StagingProspective StudiesTrastuzumabAnthracyclinesTrastuzumabBody compositionBreast cancerCardio-oncologyCardiotoxicityDiastolic dysfunctionVisceral adiposity

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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.