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Numerical Simulation of Blood Flows in Patient-specific Abdominal Aorta with Primary Organs
Shanlin Qin1, Rongliang Chen1,2, Bokai Wu1
1Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
Insights
This study presents a fast, parallel algorithm for simulating blood flow in the abdominal aorta and its branches. The method accurately models hemodynamics and blood distribution to vital organs, improving computational efficiency.
Area of Science:
- Biomedical Engineering
- Computational Fluid Dynamics
- Medical Imaging
Background:
- The abdominal aorta supplies blood to vital organs via complex branching arteries.
- Accurate simulation of blood flow is crucial for understanding organ hemodynamics but computationally expensive.
- Existing methods often simplify arterial networks or use low-dimensional approximations.
Purpose of the Study:
- To develop a parallel algorithm for modeling pulsatile blood flow in the abdominal aorta with visceral branches.
- To introduce an organ-based two-level method for calculating outflow boundary conditions.
- To enable accurate and efficient simulation of blood flow and distribution within a cardiac cycle.
Main Methods:
- A highly parallel algorithm was developed for modeling pulsatile flows in the abdominal aorta and its branches.
- An organ-based two-level method was used to calculate resistances for outflow boundary conditions.
- The algorithm's scalability was tested using up to 3000 processor cores.
Main Results:
- The parallel approach significantly reduces computational cost, allowing simulation of a cardiac cycle within hours.
- Accurate computation of blood distribution to organs like the liver, spleen, and kidneys was achieved.
- Hemodynamic differences due to peripheral branches were analyzed.
- High parallel scalability was demonstrated.
Conclusions:
- The proposed parallel algorithm offers an efficient and accurate method for simulating abdominal aorta hemodynamics.
- This approach facilitates detailed analysis of blood flow and distribution to vital organs.
- The method shows excellent scalability for complex cardiovascular simulations.
Abstract:
The abdominal aorta is the largest artery in the abdominal cavity that supplies blood flows to vital organs through the complex visceral arterial branches, including the celiac trunk (the liver, stomach, spleen, etc.), the renal arteries (the kidneys) and the superior and inferior mesenteric arteries (the small and large intestine, pancreas, etc.). An accurate simulation of blood flows in this network of arteries is important for the understanding of the hemodynamics in various organs of healthy and diseased patients, but the computational cost is very high. As a result, most researchers choose to focus on a portion of the artery or use a low-dimensional approximation of the artery. In the present work, we introduce a parallel algorithm for the modeling of pulsatile flows in the abdominal aorta with branches to the primary organs, and an organ-based two-level method for calculating the resistances for the outflow boundary conditions. With this highly parallel approach, the simulation of the blood flow for a cardiac cycle of the anatomically detailed aorta can be obtained within a few hours, and the blood distribution to organs including liver, spleen and kidneys are also computed with certain accuracy. Moreover, we discuss the significant hemodynamic differences resulted from the influence of the peripheral branches. In addition, we examine the accuracy of the results with respect to the mesh size and time-step size and show the high parallel scalability of the proposed algorithm with up to 3000 processor cores.
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