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采用格子玻尔兹曼方法对有或没有血流导向装置的小型脑动脉瘤血栓形成进行研究和建模。

Study and modeling of the thrombosis of small cerebral aneurysms, with and without flow diverter, by the lattice Boltzmann method.

作者信息

Mezali Farouk, Naima Khatir, Benmamar Saida, Liazid Abdelkrim

机构信息

Water Sciences Research laboratory: LRS-Eau, National Polytechnic School, El Harrach, Algiers; Hydraulics department, Faculty of Technology, BP 166, M'sila 28000, Algeria.

Department of Technology, University Centre of Naama (Ctr Univ Naama), P.O. Box 66, Naama 45000, Algeria.

出版信息

Comput Methods Programs Biomed. 2023 May;233:107456. doi: 10.1016/j.cmpb.2023.107456. Epub 2023 Mar 9.

Abstract

BACKGROUND AND OBJECTIVE

Small cerebral aneurysms are currently commonly treated non-invasively by flow diverter device. These stents lead to thrombotic occlusion of the aneurysm soon after their placement. The purpose of this work is to model clotting into intracranial aneurysms with and without stents, using a non-Newtonian of blood behavior, and to investigate the importance of stent to generate desired thrombus in intracranial aneurysms.

METHOD

The description of blood flow is made by the Boltzmann lattice equations, while thrombosis is modeled by the "fluid age" model. The lattice Boltzmann method is a computational technique for simulating fluid dynamics. The method is based on a mesoscopic approach, where the fluid is represented by a set of particles that move and interact on a grid. The model for blood coagulation is described by lattice Boltzmann Method, and it doesn't take into account the complicated coagulation pathway, this main idea is developed using the model of residence time of blood: all fluid in the domain is assumed to be capable of clotting, given enough time. The fluid age is measured by a passive scalar using a transport equation, and the node coagulates if the fluid age increases enough. Three small aneurysms of different sizes and shapes with three stents of various porosities were used to test the ability of the model to predict thrombosis. The "occlusion rate" parameter is used to assess the effectiveness of the flow diverter device.

RESULTS

For the large aspect ratio factor, the occlusion is: 91% for flow diverter devise with seven struts. For medium aspect ratio, a rate of 80% is achieved. An occlusion rate of slightly more than 30% is obtained for very small aneurysms with low aspect ratio. The Newtonian model underestimates the volume of thrombosis generated. The difference in the prediction of the thrombosis volume between the Newtonian and no-Newtonian Carreau-Yasuda models is approximately 10%.

CONCLUSION

The occlusion rate is proportional to the aspect ratio form factor. For the large and medium aspect ratio factors, the occlusion is satisfactory. Concerning very small aneurysms with low aspect ratio, aneurysm occlusion is low. This rate can be improved to almost complete occlusion if the flow diverter device is doubled. The generality of the model suggests its extensibility toward any other type of thrombosis (stenosis, thrombosis in aortic aneurysms).

摘要

背景与目的

小型脑动脉瘤目前通常采用血流导向装置进行非侵入性治疗。这些支架在植入后不久会导致动脉瘤血栓形成闭塞。本研究的目的是使用非牛顿血液行为模型,对有支架和无支架的颅内动脉瘤内的凝血进行建模,并研究支架在颅内动脉瘤中产生理想血栓的重要性。

方法

采用玻尔兹曼格子方程描述血流,用“流体年龄”模型模拟血栓形成。格子玻尔兹曼方法是一种用于模拟流体动力学的计算技术。该方法基于介观方法,其中流体由一组在网格上移动和相互作用的粒子表示。血液凝固模型用格子玻尔兹曼方法描述,该模型不考虑复杂的凝血途径,其主要思想是利用血液停留时间模型发展而来:假设给定足够的时间,区域内所有流体都能够形成血栓。流体年龄通过一个被动标量利用输运方程来测量,如果流体年龄增加到足够程度,节点就会发生凝血。使用三个不同大小和形状的小型动脉瘤以及三个不同孔隙率的支架来测试该模型预测血栓形成的能力。“闭塞率”参数用于评估血流导向装置的有效性。

结果

对于大纵横比因素,带有七个支柱的血流导向装置的闭塞率为91%。对于中等纵横比,闭塞率达到80%。对于低纵横比的非常小的动脉瘤,闭塞率略高于30%。牛顿模型低估了产生的血栓体积。牛顿模型和非牛顿卡雷奥 - 亚苏达模型在血栓体积预测上的差异约为百分之十。

结论

闭塞率与纵横比形状因子成正比。对于大纵横比和中等纵横比因素,闭塞效果令人满意。对于低纵横比的非常小的动脉瘤,动脉瘤闭塞率较低。如果将血流导向装置加倍,该比率可提高到几乎完全闭塞。该模型的通用性表明其可扩展到任何其他类型的血栓形成(狭窄、主动脉瘤内血栓形成)。

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