利用多尺度多目标耦合优化技术定制左心室辅助装置插管植入方案

IF 1.7 4区 医学 Q3 ENGINEERING, BIOMEDICAL Medical Engineering & Physics Pub Date : 2024-03-01 DOI:10.1016/j.medengphy.2024.104124
Abubakar Dankano , Ray Prather , Blake Lozinski , Eduardo Divo , Alain Kassab , William DeCampli
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引用次数: 0

摘要

:尽管心室辅助设备(VAD)的设计和抗凝治疗不断进步,但频繁发生的血栓栓塞性脑事件仍限制了心室辅助设备(VAD)的广泛应用。最近的研究表明,流出移植物(OG)的最佳定位可能会减轻植入后血栓栓塞的发生。 本研究旨在通过将正式的形状优化方案纳入多尺度血液动力学分析,研究如何调整流出移植物的植入方向,以最大限度地减少到达脑血管的血栓数量。 本研究采用一种双向松耦合方式,将特定于患者的三维计算流体动力学模型与外周循环的零维集合参数模型相结合。拉格朗日粒子跟踪方案将血栓作为非相互作用的固态球体进行建模和跟踪。CFD 和 LPM 之间的松散耦合被整合到一个几何形状优化方案中,该方案旨在优化目标函数,以减少脑栓塞并全面缩短粒子停留时间。 结果表明,OG 吻合口的方向和位置非常重要,特别是在研究粒子从 OG 释放的病例中,观察到最佳植入和非最佳植入之间的脑栓塞减少了五倍。另一个病例研究了微粒从心室和主动脉根部壁释放的情况,在该病例中,浅插入角实现了最佳植入。在第三个病例中,对来自所有三个来源的粒子释放情况进行了调查,结果表明,最佳配置的总体特点是 VAD 的血流沿主动脉弓的中心管腔流动。由于最佳配置取决于血栓的解剖起源,因此在临床研究中确定 VAD 患者最有可能形成血栓的部位非常重要。
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Tailoring left ventricular assist device cannula implantation using coupled multi-scale multi-objective optimization

Background

The frequent occurrence of thromboembolic cerebral events continues to limit the widespread implementation of Ventricular Assist Devices (VAD) despite continued advancements in VAD design and anti-coagulation treatments. Recent studies point to the optimal positioning of the outflow graft (OG) as a potential mitigator of post implantation thromboembolism.

Objective

This study aims to examine the tailoring of the OG implantation orientation with the goal of minimizing the number of thrombi reaching the cerebral vessels by means of a formal shape optimization scheme incorporated into a multi-scale hemodynamics analysis.

Methods

A 3-D patient-specific computational fluid dynamics model is loosely coupled in a two-way manner to a 0-D lumped parameter model of the peripheral circulation. A Lagrangian particle-tracking scheme models and tracks thrombi as non-interacting solid spheres. The loose coupling between CFD and LPM is integrated into a geometric shape optimization scheme which aims to optimize an objective function that targets a drop in cerebral embolization, and an overall reduction in particle residence times.

Results

The results elucidate the importance of OG anastomosis orientation and placement particularly in the case that studied particle release from the OG, as a fivefold decrease in cerebral embolization was observed between the optimal and non-optimal implantations. Another case considered particle release from the ventricle and aortic root walls, in which optimal implantation was achieved with a shallow insertion angle. Particle release from all three origins was investigated in the third case, demonstrating that the optimal configurations were generally characterized by VAD flow directed along the central lumen of the aortic arch. Because optimal configurations depended on the anatomic origin of the thrombus, it is important to determine, in clinical studies, the most likely sites of thrombus formation in VAD patients.

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来源期刊
Medical Engineering & Physics
Medical Engineering & Physics 工程技术-工程:生物医学
CiteScore
4.30
自引率
4.50%
发文量
172
审稿时长
3.0 months
期刊介绍: Medical Engineering & Physics provides a forum for the publication of the latest developments in biomedical engineering, and reflects the essential multidisciplinary nature of the subject. The journal publishes in-depth critical reviews, scientific papers and technical notes. Our focus encompasses the application of the basic principles of physics and engineering to the development of medical devices and technology, with the ultimate aim of producing improvements in the quality of health care.Topics covered include biomechanics, biomaterials, mechanobiology, rehabilitation engineering, biomedical signal processing and medical device development. Medical Engineering & Physics aims to keep both engineers and clinicians abreast of the latest applications of technology to health care.
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