Literature DB >> 34604442

Developing a biomechanical model-based elasticity imaging method for assessing hormone receptor positive breast cancer treatment-related myocardial stiffness changes.

Caroline E Miller1,2, Jennifer H Jordan3, Alexandra Thomas4,5, Jared A Weis1,2,4.   

Abstract

Purpose: Assessing cardiotoxicity as a result of breast cancer therapeutics is increasingly important as breast cancer diagnoses are trending younger and overall survival is increasing. With evidence showing that prevention of cardiotoxicity plays a significant role in increasing overall survival, there is an unmet need for accurate non-invasive methods to assess cardiac injury due to cancer therapies. Current clinical methods are too coarse and emerging research methods have not yet achieved clinical implementation. Approach: As a proof of concept, we examine myocardial elasticity imaging in the setting of premenopausal women diagnosed with hormone receptor positive (HR-positive) breast cancer undergoing severe estrogen depletion, as cardiovascular injury from early estrogen depletion is well-established. We evaluate the ability of our model-based cardiac elasticity imaging analysis method to indicate subclinical cancer therapy-related cardiac decline by examining differences in the change in cardiac elasticity over time in two cohorts of premenopausal women either undergoing severe estrogen depletion for HR-positive breast cancer or triple negative breast cancer patients as comparators.
Results: Our method was capable of producing functional mechanical elasticity maps of the left ventricle (LV). Using these elasticity maps, we show significant differences in cardiac mechanical elasticity in the HR-positive breast cancer cohort compared to the comparator cohort. Conclusions: We present our methodology to assess the mechanical stiffness of the LV by interrogating cardiac magnetic resonance images within a computational biomechanical model. Our preliminary study suggests the potential of this method for examining cardiac tissue mechanical stiffness properties as an early indicator of cardiac decline.
© 2021 Society of Photo-Optical Instrumentation Engineers (SPIE).

Entities:  

Keywords:  biomechanical modeling; breast cancer; cardiotoxicity; magnetic resonance imaging; mechanical stiffness

Year:  2021        PMID: 34604442      PMCID: PMC8482312          DOI: 10.1117/1.JMI.8.5.056002

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN: 2329-4302


  47 in total

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Journal:  Cardiovasc Res       Date:  2005-12-22       Impact factor: 10.787

2.  Differences in Breast Cancer Survival by Molecular Subtypes in the United States.

Authors:  Nadia Howlader; Kathleen A Cronin; Allison W Kurian; Rebecca Andridge
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2018-03-28       Impact factor: 4.254

3.  Noncontrast Myocardial T1 Mapping by Cardiac Magnetic Resonance Predicts Outcome in Patients With Aortic Stenosis.

Authors:  Heesun Lee; Jun-Bean Park; Yeonyee E Yoon; Eun-Ah Park; Hyung-Kwan Kim; Whal Lee; Yong-Jin Kim; Goo-Yeong Cho; Dae-Won Sohn; Andreas Greiser; Seung-Pyo Lee
Journal:  JACC Cardiovasc Imaging       Date:  2017-11-15

4.  High signal intensity in the dentate nucleus and globus pallidus on unenhanced T1-weighted MR images: relationship with increasing cumulative dose of a gadolinium-based contrast material.

Authors:  Tomonori Kanda; Kazunari Ishii; Hiroki Kawaguchi; Kazuhiro Kitajima; Daisuke Takenaka
Journal:  Radiology       Date:  2013-12-07       Impact factor: 11.105

5.  ITK: enabling reproducible research and open science.

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Journal:  Front Neuroinform       Date:  2014-02-20       Impact factor: 4.081

6.  Cardiac MR elastography for quantitative assessment of elevated myocardial stiffness in cardiac amyloidosis.

Authors:  Arvin Arani; Shivaram P Arunachalam; Ian C Y Chang; Francis Baffour; Phillip J Rossman; Kevin J Glaser; Joshua D Trzasko; Kiaran P McGee; Armando Manduca; Martha Grogan; Angela Dispenzieri; Richard L Ehman; Philip A Araoz
Journal:  J Magn Reson Imaging       Date:  2017-02-25       Impact factor: 4.813

7.  T₁ mapping detects pharmacological retardation of diffuse cardiac fibrosis in mouse pressure-overload hypertrophy.

Authors:  Daniel J Stuckey; Sara J McSweeney; May Zaw Thin; Josef Habib; Anthony N Price; Lorna R Fiedler; Willy Gsell; Sanjay K Prasad; Michael D Schneider
Journal:  Circ Cardiovasc Imaging       Date:  2014-01-14       Impact factor: 7.792

8.  Extracellular volume fraction mapping in the myocardium, part 1: evaluation of an automated method.

Authors:  Peter Kellman; Joel R Wilson; Hui Xue; Martin Ugander; Andrew E Arai
Journal:  J Cardiovasc Magn Reson       Date:  2012-09-10       Impact factor: 5.364

9.  Myocardial Function in Premenopausal Women Treated With Ovarian Function Suppression and an Aromatase Inhibitor.

Authors:  Jennifer H Jordan; Ralph B D'Agostino; Katherine Ansley; Emily Douglas; Susan Melin; Steven Sorscher; Sujethra Vasu; Sung Park; Anuj Kotak; Paul A Romitti; Nathanial S O'Connell; William G Hundley; Alexandra Thomas
Journal:  JNCI Cancer Spectr       Date:  2021-07-26
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