Principal Strain Analysis for Early Detection of Radiation-Induced Cardiotoxicity in a Mouse Model.

IF 6.4 1区 医学 Q1 ONCOLOGY
Tanmay Mukherjee, Sarah Elliott, Nandhini Manikandan, Taylor-Jade Higgins, Yuncheng Zhong, Steven Montalvo, Debabrata Saha, Janaka Wansapura, Reza Avazmohammadi, Prasanna Alluri
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引用次数: 0

Abstract

Purpose: Radiation-induced cardiotoxicity (RIC) is common in patients receiving thoracic radiation and a major risk factor for morbidity and mortality. The development of novel approaches for early detection and mitigation of RIC remains an acute unmet need. The objective of this study is to develop a mouse model of RIC that recapitulates the progression of cardiac dysfunction seen in patients receiving thoracic radiation and to develop novel cardiac strain markers that exhibit higher sensitivity in detecting subclinical RIC over existing approaches.

Methods: We developed a mouse model of RIC through image-guided whole heart irradiation of male C57BL/6J mice using two radiation regimens (8Gy × 5 and 24Gy × 1). We developed a pipeline for analyzing anatomical and principal strains derived from cardiac magnetic resonance (CMR) imaging obtained at baseline and at 3-months and 6-months following radiation.

Results: Both radiation regimens used for whole heart irradiation caused a progressive decline in both anatomical and principal cardiac strains over time. The minimum principal cardiac strain detected subclinical decline in cardiac contractility at an earlier time point than the traditional anatomical cardiac strains. We also observed asymmetric changes in contractility at the epicardium and endocardium relative to averaged cardiac strain across the full thickness of the left ventricle following cardiac irradiation, further reinforcing the limitations of existing methods that do not capture the heterogeneity in cardiac strain changes along the transmural axis.

Conclusion: We have developed a mouse model of RIC that recapitulates time-dependent deterioration in myocardial contractility noted in patients receiving thoracic radiation. We also developed CMR imaging-derived novel principal strain cardiac markers that detect subclinical deterioration in cardiac contractile function earlier than traditional anatomic cardiac strain markers. If successfully translated into patients, our novel approach of measuring CMR imaging-derived cardiac principal strain analysis may enhance detection of subclinical RIC in patients receiving thoracic radiation.

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来源期刊
CiteScore
11.00
自引率
7.10%
发文量
2538
审稿时长
6.6 weeks
期刊介绍: International Journal of Radiation Oncology • Biology • Physics (IJROBP), known in the field as the Red Journal, publishes original laboratory and clinical investigations related to radiation oncology, radiation biology, medical physics, and both education and health policy as it relates to the field. This journal has a particular interest in original contributions of the following types: prospective clinical trials, outcomes research, and large database interrogation. In addition, it seeks reports of high-impact innovations in single or combined modality treatment, tumor sensitization, normal tissue protection (including both precision avoidance and pharmacologic means), brachytherapy, particle irradiation, and cancer imaging. Technical advances related to dosimetry and conformal radiation treatment planning are of interest, as are basic science studies investigating tumor physiology and the molecular biology underlying cancer and normal tissue radiation response.
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