A computational workflow for modeling complex patient-specific coronary stenting cases

IF 4.8 2区 医学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer methods and programs in biomedicine Pub Date : 2025-02-01 Epub Date: 2024-11-23 DOI:10.1016/j.cmpb.2024.108527
Luca Antonini , Gianluca Poletti , Georgia S. Karanasiou , Antonis Sakellarios , Dimitrios I. Fotiadis , Lorenza Petrini , Giancarlo Pennati , Francesca Berti
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Abstract

Background and objectives

In the era of in silico clinical trials, it is of paramount importance to guarantee simulation reliability. In the field of coronary stenting, there is a need to couple validated stent models with credible digital twins of the arteries, whose mechanical behavior is commonly simplified to guarantee a balance between simulation complexity and computational time, namely usability. To this aim, the current work proposed a phenomenological approach suitable for the mechanical description of patient-specific coronary arteries undergoing coronary stenting in complex cases, e.g. bifurcations, exhibiting overstretching due to procedural choices.

Methods

Pre- and post-operative images were used to prepare four vessel models and validate the outcome of multi-step structural stenting simulations in terms of recovered lumen area. Arteries were modeled improving a previous strategy by the authors, namely accounting for different mechanical properties in the media and adventitia layer, with an assigned hyperelastic response with a softening at higher strains to simulate the damage due to overstretching. Plaque components, which were identified from patient images, were classified into lipidic, calcified, and generic, and associated with different properties.

Results

The simulation results demonstrated a good match with the clinical outcome of all the stenting procedures, with errors lower than 15 % in terms of recovered lumen area. This proved the reliability of the proposed simulation framework improving the performances of the previous model, making it usable for interpreting also situations where the artery underwent overstretching.

Conclusions

The proposed approach allowed to account for the in vivo conditions and have good performance when aiming at describing quantities such as lumen reopening and the presence of malapposed struts following stent deployment.
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一个复杂的特定患者冠状动脉支架病例建模的计算工作流
背景与目的在计算机临床试验时代,保证模拟的可靠性至关重要。在冠状动脉支架植入术领域,需要将经过验证的支架模型与可靠的动脉数字孪生相结合,通常简化其力学行为,以保证仿真复杂性和计算时间之间的平衡,即可用性。为此,目前的工作提出了一种现象学方法,适用于在复杂情况下进行冠状动脉支架植入术的患者特定冠状动脉的机械描述,例如分叉,由于程序选择而表现出过度伸展。方法采用术前和术后图像制备四种血管模型,并从恢复管腔面积的角度验证多步结构支架模拟的结果。动脉的建模改进了作者之前的策略,即考虑介质和外膜层的不同力学特性,并指定了高应变下的超弹性响应和软化,以模拟过度拉伸造成的损伤。从患者图像中识别出斑块成分,分为脂质、钙化和一般,并具有不同的性质。结果模拟结果与所有支架手术的临床结果吻合良好,在恢复的管腔面积方面误差低于15%。这证明了所提出的仿真框架的可靠性,提高了先前模型的性能,使其可用于解释动脉过度拉伸的情况。结论所提出的方法考虑了体内条件,并且在描述诸如管腔重开和支架放置后存在的错位支撑物等数量时具有良好的性能。
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来源期刊
Computer methods and programs in biomedicine
Computer methods and programs in biomedicine 工程技术-工程:生物医学
CiteScore
12.30
自引率
6.60%
发文量
601
审稿时长
135 days
期刊介绍: To encourage the development of formal computing methods, and their application in biomedical research and medical practice, by illustration of fundamental principles in biomedical informatics research; to stimulate basic research into application software design; to report the state of research of biomedical information processing projects; to report new computer methodologies applied in biomedical areas; the eventual distribution of demonstrable software to avoid duplication of effort; to provide a forum for discussion and improvement of existing software; to optimize contact between national organizations and regional user groups by promoting an international exchange of information on formal methods, standards and software in biomedicine. Computer Methods and Programs in Biomedicine covers computing methodology and software systems derived from computing science for implementation in all aspects of biomedical research and medical practice. It is designed to serve: biochemists; biologists; geneticists; immunologists; neuroscientists; pharmacologists; toxicologists; clinicians; epidemiologists; psychiatrists; psychologists; cardiologists; chemists; (radio)physicists; computer scientists; programmers and systems analysts; biomedical, clinical, electrical and other engineers; teachers of medical informatics and users of educational software.
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