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采用心动动力学图技术实现早期、准确检测放射性心脏损伤

Early and Accurate Detection of Radiation-induced Heart Damage by Cardiodynamicsgram.

机构信息

Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, 250117, Shandong, China.

School of Control Science and Engineering, Shandong University, Jinan, China.

出版信息

J Cardiovasc Transl Res. 2024 Apr;17(2):242-251. doi: 10.1007/s12265-023-10419-0. Epub 2023 Aug 7.

Abstract

Cardiodynamicsgram (CDG) has emerged recently as a noninvasive spatiotemporal electrocardiographic method for subtle cardiac dynamics information analysis within electrocardiogram (ECG). This study explored the feasibility of CDG for detecting radiation-induced heart damage (RIHD) in a rat model. A single radiation dose of 40 Gy was delivered to the cardiac apex of female Wistar rats. First, CDG was generated through dynamic modeling of ECG signals using the deterministic learning algorithm. Furthermore, CDG indexes were calculated using the wavelet transform and entropy. In this model, CDG entropy indexes decreased significantly after radiotherapy. The shape of CDG changed significantly after radiotherapy (irregular shape) compared with controls (regular shape). Macrophage and fibrosis in myocardium of rats increased significantly after radiotherapy. CDG changes after radiotherapy were significantly correlated with histopathological changes and occurred significantly earlier than histopathological changes. This study provides an experimental basis for the clinical application of CDG for the early detection of RIHD.

摘要

心动力图(CDG)最近作为一种非侵入性的时空心电图方法出现,用于分析心电图(ECG)中的细微心脏动力学信息。本研究探讨了 CDG 检测大鼠模型中辐射诱导心脏损伤(RIHD)的可行性。将 40Gy 的单次辐射剂量施加到雌性 Wistar 大鼠的心脏顶点。首先,通过使用确定性学习算法对心电图信号进行动态建模生成 CDG。此外,使用小波变换和熵计算 CDG 指数。在该模型中,放射治疗后 CDG 熵指数显著降低。与对照组(规则形状)相比,放射治疗后 CDG 的形状发生了显著变化(不规则形状)。放射治疗后大鼠心肌中的巨噬细胞和纤维化明显增加。放射治疗后 CDG 的变化与组织病理学变化显著相关,且发生时间早于组织病理学变化。本研究为 CDG 在 RIHD 的早期检测中的临床应用提供了实验基础。

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