Polarized Microwave-induced Thermoacoustic Imaging for Detection of Dilated Cardiomyopathy in vivo.

IF 4.4 2区 医学 Q2 ENGINEERING, BIOMEDICAL
Zhiyuan Jin, Xue Li, Yu Wang, Bohan Zhang, Yichao Fu, Huan Qin
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引用次数: 0

Abstract

Objective: Altered myocardial fiber arrangement is a hallmark feature in the early stages of dilated cardiomyopathy (DCM). However, current medical imaging modalities have limitations in resolving microstructural changes within the myocardium. In this study, we introduce a high-spatiotemporal-resolution polarized microwave-induced thermoacoustic imaging (P-MTAI) technique for in vivo detection of myocardial fiber rearrangement in DCM.

Methods: Leveraging the anisotropic arrangement and orientation of myocardial fibers, the technique analyzes thermoacoustic signals generated by stimulating the myocardium with linearly polarized pulsed microwaves from four orthogonal directions, enabling the assessment of its spatial microstructure. To mitigate motion artifacts induced by cardiac contraction, the system acquires thermoacoustic images at a frame rate of 100 Hz. The end-diastolic phase, corresponding to maximal cardiac relaxation, is identified from consecutively acquired frames across multiple cardiac cycles, and frames from this phase are selected for polarization analysis. A derived parameter, the degree of microwave absorption anisotropy (DOMA), is employed to quantify the transition of myocardial fiber arrangement from an organized to a disorganized state.

Results: The efficacy of P-MTAI was validated in a rabbit model of DCM. Results indicate a statistically significant reduction in myocardial DOMA values in DCM-affected rabbits compared to healthy controls.

Conclusion: These results demonstrating the potential of P-MTAI for early-stage DCM detection.

Significance: This study provides a novel approach for the early detection of dilated cardiomyopathy, with significant clinical translational potential and application prospects.

极化微波诱导热声成像在体内检测扩张型心肌病。
目的:心肌纤维排列改变是扩张型心肌病(DCM)早期的一个标志性特征。然而,目前的医学成像方式在解决心肌微结构变化方面存在局限性。在这项研究中,我们介绍了一种高时空分辨率偏振微波诱导热声成像(P-MTAI)技术,用于DCM心肌纤维重排的体内检测。方法:利用心肌纤维的各向异性排列和取向,利用线性极化脉冲微波从四个正交方向刺激心肌产生的热声信号,分析其空间微观结构。为了减轻由心脏收缩引起的运动伪影,该系统以100hz的帧率获取热声图像。舒张末期对应于心脏最大舒张期,从多个心动周期中连续获得的帧中识别出来,并选择该阶段的帧进行极化分析。导出参数微波吸收各向异性度(DOMA)用于量化心肌纤维排列从有组织到无组织状态的转变。结果:P-MTAI在兔DCM模型上的有效性得到验证。结果表明,与健康对照组相比,dcm影响的家兔心肌DOMA值有统计学意义的降低。结论:P-MTAI可用于早期DCM的检测。意义:本研究为早期发现扩张型心肌病提供了一种新的方法,具有重要的临床转化潜力和应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Biomedical Engineering
IEEE Transactions on Biomedical Engineering 工程技术-工程:生物医学
CiteScore
9.40
自引率
4.30%
发文量
880
审稿时长
2.5 months
期刊介绍: IEEE Transactions on Biomedical Engineering contains basic and applied papers dealing with biomedical engineering. Papers range from engineering development in methods and techniques with biomedical applications to experimental and clinical investigations with engineering contributions.
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