Simulating atherosclerotic plaque mechanics using polyvinyl alcohol (PVA) cryogel artery phantoms, ultrasound imaging and inverse finite element analysis.

IF 3.4 3区 医学 Q2 ENGINEERING, BIOMEDICAL Physics in medicine and biology Pub Date : 2024-12-19 DOI:10.1088/1361-6560/ad9a4b
Yasmine Guendouz, Noor Adeebah Mohamed Razif, Floriane Bernasconi, Gordon O' Brien, Robert D Johnston, Caitríona Lally
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Abstract

The clinical decision to establish if a patient with carotid disease should undergo surgical intervention is primarily based on the percent stenosis. Whilst this applies for high-grade stenosed vessels (>70%), it falls short for other cases. Due to the heterogeneity of plaque tissue, probing the mechanics of the tissue would likely provide further insights into why some plaques are more prone to rupture. Mechanical characterization of such tissue is nontrivial, however, due to the difficulties in collecting fresh, intact plaque tissue and using physiologically relevant mechanical testing of such material. The use of polyvinyl alcohol (PVA) cryogel is thus highly convenient because of its acoustic properties and tunable mechanical properties.Methods.The aim of this study is to demonstrate the potential of PVA phantoms to simulate atherosclerotic features. In addition, a testing and simulation framework is developed for full PVA vessel material characterization using ring tensile testing and inflation testing combined with non-invasive ultrasound imaging and computational modeling.Results.Strain stiffening behavior was observed in PVA through ring tensile tests, particularly at high (n= 6) freeze-thaw cycles (FTCs). Inflation testing of bi-layered phantoms featuring lipid pool inclusions demonstrated high strains at shoulder regions. The application of an inverse finite element framework successfully recovered boundaries and determined the shear moduli for the PVA wall to lie within the range 27-53 kPa.Conclusion.The imaging-modeling framework presented facilitates the use and characterization of arterial mimicking phantoms to further explore plaque rupture. It also shows translational potential for non-invasive mechanical characterization of atherosclerotic plaques to improve the identification of clinically relevant metrics of plaque vulnerability.

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利用聚乙烯醇(PVA)低温凝胶模拟动脉粥样硬化斑块力学,超声成像和逆有限元分析。
确定颈动脉疾病患者是否应该接受手术干预的临床决定主要基于狭窄的百分比。虽然这适用于高度狭窄的血管(bbb70 %),但对于其他情况则不适用。由于斑块组织的异质性,探索组织的力学可能会进一步了解为什么一些斑块更容易破裂。然而,由于在收集新鲜的、完整的斑块组织和对这种材料进行生理学相关的力学测试方面存在困难,因此对这种组织进行力学表征是非平凡的。聚乙烯醇(PVA)低温凝胶由于其声学性能和可调的机械性能,因此使用起来非常方便。方法:本研究的目的是证明聚乙烯醇模型模拟动脉粥样硬化特征的潜力。此外,还开发了一个测试和模拟框架,用于使用环拉伸测试和膨胀测试结合无创超声成像和计算建模的全PVA血管材料特性。结果:通过环拉伸试验观察到PVA的应变硬化行为,特别是在高(n=6)冻融循环下。脂质池包裹体的双层模型充气测试显示肩部区域有高应变。应用逆有限元框架成功地恢复了边界,并确定了PVA墙体的剪切模量在27 kPa至53 kPa范围内。结论:所提出的成像建模框架有助于动脉模拟幻影的使用和表征,以进一步探索斑块破裂。它还显示了动脉粥样硬化斑块的非侵入性力学表征的转化潜力,以改善斑块易损性的临床相关指标的识别。
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来源期刊
Physics in medicine and biology
Physics in medicine and biology 医学-工程:生物医学
CiteScore
6.50
自引率
14.30%
发文量
409
审稿时长
2 months
期刊介绍: The development and application of theoretical, computational and experimental physics to medicine, physiology and biology. Topics covered are: therapy physics (including ionizing and non-ionizing radiation); biomedical imaging (e.g. x-ray, magnetic resonance, ultrasound, optical and nuclear imaging); image-guided interventions; image reconstruction and analysis (including kinetic modelling); artificial intelligence in biomedical physics and analysis; nanoparticles in imaging and therapy; radiobiology; radiation protection and patient dose monitoring; radiation dosimetry
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