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多患者冠状动脉易损斑块模型比较的研究:2D/3D 和流固耦合模拟。

Multi-patient study for coronary vulnerable plaque model comparisons: 2D/3D and fluid-structure interaction simulations.

机构信息

School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210096, China.

Mathematical Sciences Department, Worcester Polytechnic Institute, 100 Institute Road, Worcester, MA, 01609, USA.

出版信息

Biomech Model Mechanobiol. 2021 Aug;20(4):1383-1397. doi: 10.1007/s10237-021-01450-8. Epub 2021 Mar 23.

Abstract

Several image-based computational models have been used to perform mechanical analysis for atherosclerotic plaque progression and vulnerability investigations. However, differences of computational predictions from those models have not been quantified at multi-patient level. In vivo intravascular ultrasound (IVUS) coronary plaque data were acquired from seven patients. Seven 2D/3D models with/without circumferential shrink, cyclic bending and fluid-structure interactions (FSI) were constructed for the seven patients to perform model comparisons and quantify impact of 2D simplification, circumferential shrink, FSI and cyclic bending plaque wall stress/strain (PWS/PWSn) and flow shear stress (FSS) calculations. PWS/PWSn and FSS averages from seven patients (388 slices for 2D and 3D thin-layer models) were used for comparison. Compared to 2D models with shrink process, 2D models without shrink process overestimated PWS by 17.26%. PWS change at location with greatest curvature change from 3D FSI models with/without cyclic bending varied from 15.07% to 49.52% for the seven patients (average = 30.13%). Mean Max-FSS, Min-FSS and Ave-FSS from the flow-only models under maximum pressure condition were 4.02%, 11.29% and 5.45% higher than those from full FSI models with cycle bending, respectively. Mean PWS and PWSn differences between FSI and structure-only models were only 4.38% and 1.78%. Model differences had noticeable patient variations. FSI and flow-only model differences were greater for minimum FSS predictions, notable since low FSS is known to be related to plaque progression. Structure-only models could provide PWS/PWSn calculations as good approximations to FSI models for simplicity and time savings in calculation.

摘要

已经有几种基于图像的计算模型被用于进行动脉粥样硬化斑块进展和易损性研究的力学分析。然而,这些模型的计算预测结果在多患者水平上并没有被量化。从 7 名患者中采集了体内血管内超声(IVUS)冠状动脉斑块数据。为这 7 名患者构建了 7 个具有/不具有周向收缩、循环弯曲和流固耦合(FSI)的 2D/3D 模型,以进行模型比较,并量化 2D 简化、周向收缩、FSI 和循环弯曲对斑块壁应力/应变(PWS/PWSn)和血流切应力(FSS)计算的影响。从 7 名患者(2D 和 3D 薄层模型共 388 个切片)中计算得到的 PWS/PWSn 和 FSS 平均值用于比较。与具有收缩过程的 2D 模型相比,不具有收缩过程的 2D 模型高估了 PWS 约 17.26%。从具有/不具有循环弯曲的 3D FSI 模型中,位置处最大曲率变化处的 PWS 变化在 7 名患者中从 15.07%到 49.52%不等(平均为 30.13%)。在最大压力条件下,仅考虑流动的模型的最大切应力(Max-FSS)、最小切应力(Min-FSS)和平均切应力(Ave-FSS)比考虑 FSI 并考虑循环弯曲的全 FSI 模型分别高 4.02%、11.29%和 5.45%。FSI 模型和仅考虑结构的模型之间的平均 PWS 和 PWSn 差异仅为 4.38%和 1.78%。模型差异存在明显的患者差异。对于最小 FSS 预测,FSI 模型和仅考虑流动的模型之间的差异更大,这很重要,因为众所周知,低 FSS 与斑块进展有关。仅考虑结构的模型可以提供 PWS/PWSn 计算,作为 FSI 模型的简单且节省计算时间的良好近似。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa9f/8298251/0eef32c46992/10237_2021_1450_Fig1_HTML.jpg

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