A one-dimensional computational model for blood flow in an elastic blood vessel with a rigid catheter

IF 2.2 4区 医学 Q3 ENGINEERING, BIOMEDICAL
Aseem Milind Pradhan, Fernando Mut, Juan Raul Cebral
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Abstract

Strokes are one of the leading causes of death in the United States. Stroke treatment involves removal or dissolution of the obstruction (usually a clot) in the blocked artery by catheter insertion. A computer simulation to systematically plan such patient-specific treatments needs a network of about 105 blood vessels including collaterals. The existing computational fluid dynamic (CFD) solvers are not employed for stroke treatment planning as they are incapable of providing solutions for such big arterial trees in a reasonable amount of time. This work presents a novel one-dimensional mathematical formulation for blood flow modeling in an elastic blood vessel with a centrally placed rigid catheter. The governing equations are first-order hyperbolic partial differential equations, and the hypergeometric function needs to be computed to obtain the characteristic system of these hyperbolic equations. We employed the Discontinuous Galerkin method to solve the hyperbolic system and validated the implementation by comparing it against a well-established 3D CFD solver using idealized vessels and a realistic truncated arterial network. The results showed clinically insignificant differences in steady flow cases, with overall variations between 1D and 3D models remaining below 10%. Additionally, the solver accurately captured wave reflection phenomena at domain discontinuities in unsteady cases. A primary advantage of this model over 3D solvers is its ease in obtaining a discretized geometry of complex vasculatures with multiple arterial branches. Thus, the 1D computational model offers good accuracy and applicability in simulating complex vasculatures, demonstrating promising potential for investigating patient-specific endovascular interventions in strokes.

Abstract Image

带有刚性导管的弹性血管中血流的一维计算模型。
中风是导致美国人死亡的主要原因之一。脑卒中治疗包括通过插入导管清除或溶解阻塞动脉中的阻塞物(通常是血栓)。要系统地规划这种针对病人的治疗方法,计算机模拟需要一个由包括络脉在内的约 105 条血管组成的网络。现有的计算流体动力学(CFD)求解器无法在合理的时间内为如此庞大的动脉树提供解决方案,因此无法用于中风治疗规划。本研究提出了一种新颖的一维数学公式,用于对带有中心放置的刚性导管的弹性血管中的血流进行建模。控制方程为一阶双曲偏微分方程,需要计算双曲函数以获得这些双曲方程的特征系统。我们采用了非连续 Galerkin 法来求解双曲系统,并将其与使用理想化血管和现实截断动脉网络的成熟 3D CFD 求解器进行了比较,从而验证了该方法的实施效果。结果显示,在稳定流情况下,临床上的差异并不明显,一维模型和三维模型之间的总体差异保持在 10%以下。此外,该求解器还准确捕捉到了非稳态情况下域不连续处的波反射现象。与三维求解器相比,该模型的一个主要优势是易于获得具有多个动脉分支的复杂血管的离散几何形状。因此,一维计算模型在模拟复杂血管方面具有良好的准确性和适用性,在研究特定患者的脑卒中血管内介入方面具有广阔的前景。
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来源期刊
International Journal for Numerical Methods in Biomedical Engineering
International Journal for Numerical Methods in Biomedical Engineering ENGINEERING, BIOMEDICAL-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.50
自引率
9.50%
发文量
103
审稿时长
3 months
期刊介绍: All differential equation based models for biomedical applications and their novel solutions (using either established numerical methods such as finite difference, finite element and finite volume methods or new numerical methods) are within the scope of this journal. Manuscripts with experimental and analytical themes are also welcome if a component of the paper deals with numerical methods. Special cases that may not involve differential equations such as image processing, meshing and artificial intelligence are within the scope. Any research that is broadly linked to the wellbeing of the human body, either directly or indirectly, is also within the scope of this journal.
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