Personalized computational electro-mechanics simulations to optimize cardiac resynchronization therapy

IF 3 3区 医学 Q2 BIOPHYSICS Biomechanics and Modeling in Mechanobiology Pub Date : 2024-08-27 DOI:10.1007/s10237-024-01878-8
Emilia Capuano, Francesco Regazzoni, Massimiliano Maines, Silvia Fornara, Vanessa Locatelli, Domenico Catanzariti, Simone Stella, Fabio Nobile, Maurizio Del Greco, Christian Vergara
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Abstract

In this study, we present a computational framework designed to evaluate virtual scenarios of cardiac resynchronization therapy (CRT) and compare their effectiveness based on relevant clinical biomarkers. Our approach involves electro-mechanical numerical simulations personalized, for patients with left bundle branch block, by means of a calibration obtained using data from Electro-Anatomical Mapping System (EAMS) measures acquired by cardiologists during the CRT procedure, as well as ventricular pressures and volumes, both obtained pre-implantation. We validate the calibration by using EAMS data coming from right pacing conditions. Three patients with fibrosis and three without are considered to explore various conditions. Our virtual scenarios consist of personalized numerical experiments, incorporating different positions of the left electrode along reconstructed epicardial veins; different locations of the right electrode; different ventriculo-ventricular delays. The aim is to offer a comprehensive tool capable of optimizing CRT efficiency for individual patients. We provide preliminary answers on optimal electrode placement and delay, by computing some relevant biomarkers such as \(dP/dt_{max}\), ejection fraction, stroke work. From our numerical experiments, we found that the latest activated segment during sinus rhythm is an effective choice for the non-fibrotic cases for the location of the left electrode. Also, our results showed that the activation of the right electrode before the left one seems to improve the CRT performance for the non-fibrotic cases. Last, we found that the CRT performance seems to improve by positioning the right electrode halfway between the base and the apex. This work is on the line of computational works for the study of CRT and introduces new features in the field, such as the presence of the epicardial veins and the movement of the right electrode. All these studies from the different research groups can in future synergistically flow together in the development of a tool which clinicians could use during the procedure to have quantitative information about the patient’s propagation in different scenarios.

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优化心脏再同步化疗法的个性化计算电动力学模拟。
在这项研究中,我们提出了一个计算框架,旨在评估心脏再同步化疗法(CRT)的虚拟场景,并根据相关临床生物标志物比较其有效性。对于左束支传导阻滞患者,我们的方法涉及个性化的电子机械数值模拟,通过使用心脏科医生在 CRT 过程中获得的电子解剖图系统(EAMS)测量数据以及植入前获得的心室压力和容积进行校准。我们使用右侧起搏条件下的 EAMS 数据对校准进行了验证。我们考虑了三位纤维化患者和三位非纤维化患者的不同情况。我们的虚拟场景由个性化的数字实验组成,包括左电极沿重建心外膜静脉的不同位置、右电极的不同位置以及不同的心室-心室延迟。这样做的目的是提供一种综合工具,能够优化个别患者的 CRT 效率。我们通过计算一些相关的生物标志物,如 d P / d t max、射血分数、卒中功等,对最佳电极位置和延迟给出了初步答案。通过数值实验,我们发现窦性心律时的最新激活节段是非纤维化病例左电极位置的有效选择。此外,我们的结果还显示,在左电极之前激活右电极似乎能改善非纤维化病例的 CRT 性能。最后,我们发现,将右电极置于基底和顶点之间的中间位置似乎能改善 CRT 性能。这项工作与研究 CRT 的计算工作一脉相承,并引入了该领域的新特征,如心外膜静脉的存在和右电极的移动。来自不同研究小组的所有这些研究今后都可以协同开发出一种工具,临床医生可以在手术过程中使用这种工具,以获得病人在不同情况下的传播定量信息。
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来源期刊
Biomechanics and Modeling in Mechanobiology
Biomechanics and Modeling in Mechanobiology 工程技术-工程:生物医学
CiteScore
7.10
自引率
8.60%
发文量
119
审稿时长
6 months
期刊介绍: Mechanics regulates biological processes at the molecular, cellular, tissue, organ, and organism levels. A goal of this journal is to promote basic and applied research that integrates the expanding knowledge-bases in the allied fields of biomechanics and mechanobiology. Approaches may be experimental, theoretical, or computational; they may address phenomena at the nano, micro, or macrolevels. Of particular interest are investigations that (1) quantify the mechanical environment in which cells and matrix function in health, disease, or injury, (2) identify and quantify mechanosensitive responses and their mechanisms, (3) detail inter-relations between mechanics and biological processes such as growth, remodeling, adaptation, and repair, and (4) report discoveries that advance therapeutic and diagnostic procedures. Especially encouraged are analytical and computational models based on solid mechanics, fluid mechanics, or thermomechanics, and their interactions; also encouraged are reports of new experimental methods that expand measurement capabilities and new mathematical methods that facilitate analysis.
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