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开发一种基于生物力学模型的弹性成像方法,用于评估激素受体阳性乳腺癌治疗相关的心肌硬度变化。

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

作者信息

Miller Caroline E, Jordan Jennifer H, Thomas Alexandra, Weis Jared A

机构信息

Wake Forest School of Medicine, Department of Biomedical Engineering, Winston-Salem, North Carolina, United States.

Virginia Tech-Wake Forest University, School of Biomedical Engineering and Sciences, Blacksburg, Virginia, United States.

出版信息

J Med Imaging (Bellingham). 2021 Sep;8(5):056002. doi: 10.1117/1.JMI.8.5.056002. Epub 2021 Sep 30.

Abstract

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. : 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. : 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. : 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.

摘要

随着乳腺癌诊断趋于年轻化且总体生存率不断提高,评估乳腺癌治疗导致的心脏毒性变得越来越重要。有证据表明,预防心脏毒性在提高总体生存率方面起着重要作用,因此迫切需要准确的非侵入性方法来评估癌症治疗引起的心脏损伤。目前的临床方法过于粗糙,新兴的研究方法尚未实现临床应用。作为概念验证,我们对诊断为激素受体阳性(HR阳性)乳腺癌且正在经历严重雌激素缺乏的绝经前女性进行心肌弹性成像检查,因为早期雌激素缺乏导致的心血管损伤已得到充分证实。我们通过检查两组绝经前女性(一组因HR阳性乳腺癌接受严重雌激素剥夺,另一组为三阴性乳腺癌患者作为对照)心脏弹性随时间变化的差异,评估基于模型的心脏弹性成像分析方法指示亚临床癌症治疗相关心脏功能下降的能力。我们的方法能够生成左心室(LV)的功能性机械弹性图。利用这些弹性图,我们显示HR阳性乳腺癌队列与对照队列相比,心脏机械弹性存在显著差异。我们展示了通过在计算生物力学模型中询问心脏磁共振图像来评估左心室机械硬度的方法。我们的初步研究表明,这种方法有可能用于检查心脏组织机械硬度特性,作为心脏功能下降的早期指标。

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