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The Importance of Patient-Specific Regionally Varying Wall Thickness in Abdominal Aortic Aneurysm Biomechanics

机译:特定于患者的区域变化的壁厚在腹主动脉瘤生物力学中的重要性

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摘要

Abdominal aortic aneurysm (AAA) is a vascular condition where the use of a biomechanics-based assessment for patient-specific risk assessment is a promising approach for clinical management of the disease. Among various factors that affect such assessment, AAA wall thickness is expected to be an important factor. However, regionally varying patient-specific wall thickness has not been incorporated as a modeling feature in AAA biomechanics. To the best our knowledge, the present work is the first to incorporate patient-specific variable wall thickness without an underlying empirical assumption on its distribution for AAA wall mechanics estimation. In this work, we present a novel method for incorporating regionally varying wall thickness (the “PSNUT” modeling strategy) in AAA finite element modeling and the application of this method to a diameter-matched cohort of 28 AAA geometries to assess differences in wall mechanics originating from the conventional assumption of a uniform wall thickness. For the latter, we used both a literature-derived population average wall thickness (1.5 mm; the “UT” strategy) as well as the spatial average of our patient-specific variable wall thickness (the “PSUT” strategy). For the three different wall thickness modeling strategies, wall mechanics were assessed by four biomechanical parameters: the spatial maxima of the first principal stress, strain, strain-energy density, and displacement. A statistical analysis was performed to address the hypothesis that the use of any uniform wall thickness model resulted in significantly different biomechanical parameters compared to a patient-specific regionally varying wall thickness model. Statistically significant differences were obtained with the UT modeling strategy compared to the PSNUT strategy for the spatial maxima of the first principal stress (p = 0.002), strain (p = 0.0005), and strain-energy density (p = 7.83 e–5) but not for displacement (p = 0.773). Likewise, significant differences were obtained comparing the PSUT modeling strategy with the PSNUT strategy for the spatial maxima of the first principal stress (p = 9.68 e–7), strain (p = 1.03 e–8), strain-energy density (p = 9.94 e–8), and displacement (p = 0.0059). No significant differences were obtained comparing the UT and PSUT strategies for the spatial maxima of the first principal stress (p = 0.285), strain (p = 0.152), strain-energy density (p = 0.222), and displacement (p = 0.0981). This work strongly recommends the use of patient-specific regionally varying wall thickness derived from the segmentation of abdominal computed tomography (CT) scans if the AAA finite element analysis is focused on estimating peak biomechanical parameters, such as stress, strain, and strain-energy density.
机译:腹主动脉瘤(AAA)是一种血管疾病,其中使用基于生物力学的评估进行针对患者的特定风险评估是对该疾病进行临床管理的一种有前途的方法。在影响这种评估的各种因素中,AAA壁厚有望成为重要因素。但是,尚未将区域不同的患者特定壁厚作为AAA生物力学的建模功能。据我们所知,本研究是第一个结合患者特定的可变壁厚而没有对AAA壁力学估计的分布进行基础经验假设的研究。在这项工作中,我们提出了一种在AAA有限元建模中纳入区域变化壁厚的新方法(“ PSNUT”建模策略),并将该方法应用于直径匹配的28种AAA几何模型,以评估壁力学差异源自壁厚均匀的传统假设。对于后者,我们既使用了文献中得出的总体平均壁厚(1.5 mm;“ UT”策略),也使用了患者特定的可变壁厚的空间平均值(“ PSUT”策略)。对于三种不同的壁厚建模策略,通过四个生物力学参数评估了壁力学:第一主应力的空间最大值,应变,应变能密度和位移。进行了统计分析,以解决以下假设:与患者特定的区域变化壁厚模型相比,使用任何统一的壁厚模型均会导致生物力学参数明显不同。与PSNUT策略相比,使用UT建模策略在第一主应力(p = 0.002),应变(p = 0.0005)和应变能密度(p = 7.83 e-5)的空间最大值上具有统计学上的显着差异。但不适用于位移(p = 0.773)。同样,比较PSUT建模策略和PSNUT策略在第一主应力(p = 9.68 e-7),应变(p = 1.03 e-8),应变能密度(p = 9.94 e–8)和位移(p = 0.0059)。比较UT和PSUT策略在第一主应力(p = 0.285),应变(p = 0.152),应变能密度(p = 0.222)和位移(p = 0.0981)的空间最大值方面没有显着差异。 。如果AAA有限元分析的重点是估计峰值生物力学参数(例如应力,应变和应变能),则这项工作强烈建议使用从腹部计算机断层扫描(CT)分割得出的患者特定区域变化的壁厚密度。

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