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对于脑动脉瘤的计算流体动力学,颈内动脉流入率需要多精确地针对个体患者?

How patient-specific do internal carotid artery inflow rates need to be for computational fluid dynamics of cerebral aneurysms?

作者信息

Najafi Mehdi, Cancelliere Nicole M, Brina Olivier, Bouillot Pierre, Vargas Maria I, Delattre Benedicte Ma, Pereira Vitor M, Steinman David A

机构信息

Department of Mechanical & Industrial Engineering, University of Toronto, Toronto, Ontario, Canada.

Joint Department of Medical Imaging, Toronto Western Hospital, Toronto, Ontario, Canada.

出版信息

J Neurointerv Surg. 2021 May;13(5):459-464. doi: 10.1136/neurintsurg-2020-015993. Epub 2020 Jul 30.

Abstract

BACKGROUND

Computational fluid dynamics (CFD) has become a popular tool for studying 'patient-specific' blood flow dynamics in cerebral aneurysms; however, rarely are the inflow boundary conditions patient-specific. We aimed to test the impact of widespread reliance on generalized inflow rates.

METHODS

Internal carotid artery (ICA) flow rates were measured via 2D cine phase-contrast MRI for 24 patients scheduled for endovascular therapy of an ICA aneurysm. CFD models were constructed from 3D rotational angiography, and pulsatile inflow rates imposed as measured by MRI or estimated using an average older-adult ICA flow waveform shape scaled by a cycle-average flow rate (Q) derived from the patient's ICA cross-sectional area via an assumed inlet velocity.

RESULTS

There was good overall qualitative agreement in the magnitudes and spatial distributions of time-averaged wall shear stress (TAWSS), oscillatory shear index (OSI), and spectral power index (SPI) using generalized versus patient-specific inflows. Sac-averaged quantities showed moderate to good correlations: R=0.54 (TAWSS), 0.80 (OSI), and 0.68 (SPI). Using patient-specific Q to scale the generalized waveform shape resulted in near-perfect agreement for TAWSS, and reduced bias, but not scatter, for SPI. Patient-specific waveform had an impact only on OSI correlations, which improved to R=0.93.

CONCLUSIONS

Aneurysm CFD demonstrates the ability to stratify cases by nominal hemodynamic 'risk' factors when employing an age- and vascular-territory-specific recipe for generalized inflow rates. Q has a greater influence than waveform shape, suggesting some improvement could be achieved by including measurement of patient-specific Q into aneurysm imaging protocols.

摘要

背景

计算流体动力学(CFD)已成为研究脑动脉瘤中“患者特异性”血流动力学的常用工具;然而,流入边界条件很少是患者特异性的。我们旨在测试广泛依赖通用流入率的影响。

方法

通过二维电影相位对比MRI测量了24例计划接受颈内动脉(ICA)动脉瘤血管内治疗患者的颈内动脉血流率。根据三维旋转血管造影构建CFD模型,并施加通过MRI测量或使用由患者ICA横截面积通过假定入口速度得出的平均周期流量(Q)缩放的平均老年成人ICA血流波形形状估计的脉动流入率。

结果

使用通用流入与患者特异性流入时,时间平均壁面切应力(TAWSS)、振荡剪切指数(OSI)和频谱功率指数(SPI)的大小和空间分布在总体上有良好的定性一致性。瘤腔平均量显示出中度至良好的相关性:R = 0.54(TAWSS)、0.80(OSI)和0.68(SPI)。使用患者特异性Q缩放通用波形形状导致TAWSS几乎完全一致,并减少了SPI的偏差,但未减少离散度。患者特异性波形仅对OSI相关性有影响,其相关性提高到R = 0.93。

结论

当采用针对通用流入率的年龄和血管区域特异性方法时,动脉瘤CFD显示出能够根据名义血流动力学“风险”因素对病例进行分层的能力。Q比波形形状的影响更大,这表明通过将患者特异性Q的测量纳入动脉瘤成像方案中可以实现一些改进。

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