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关于理解预处理对脑组织行为的影响:一项实验研究及代表性体积单元方法

Toward understanding the brain tissue behavior due to preconditioning: an experimental study and RVE approach.

作者信息

Mazhari Ava, Shafieian Mehdi

机构信息

Department of Biomedical Engineering, Amirkabir University of Technology (Tehran Polytechnique), Tehran, Iran.

出版信息

Front Bioeng Biotechnol. 2024 Oct 8;12:1462148. doi: 10.3389/fbioe.2024.1462148. eCollection 2024.

DOI:10.3389/fbioe.2024.1462148
PMID:39439552
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11493751/
Abstract

Brain tissue under preconditioning, as a complex issue, refers to repeated loading-unloading cycles applied in mechanical testing protocols. In previous studies, only the mechanical behavior of the tissue under preconditioning was investigated; However, the link between macrostructural mechanical behavior and microstructural changes in brain tissue remains underexplored. This study aims to bridge this gap by investigating bovine brain tissue responses both before and after preconditioning. We employed a dual approach: experimental mechanical testing and computational modeling. Experimental tests were conducted to observe microstructural changes in mechanical behavior due to preconditioning, with a focus on axonal damage. Concurrently, we developed multiscale models using statistically representative volume elements (RVE) to simulate the tissue's microstructural response. These RVEs, featuring randomly distributed axonal fibers within the extracellular matrix, provide a realistic depiction of the white matter microstructure. Our findings show that preconditioning induces significant changes in the mechanical properties of brain tissue and affects axonal integrity. The RVE models successfully captured localized stresses and facilitated the microscopic analysis of axonal injury mechanisms. These results underscore the importance of considering both macro and micro scales in understanding brain tissue behavior under mechanical loading. This comprehensive approach offers valuable insights into mechanotransduction processes and improves the analysis of microstructural phenomena in brain tissue.

摘要

作为一个复杂的问题,预处理下的脑组织是指在机械测试方案中应用的重复加载-卸载循环。在先前的研究中,仅研究了预处理下组织的力学行为;然而,脑组织宏观结构力学行为与微观结构变化之间的联系仍未得到充分探索。本研究旨在通过研究预处理前后牛脑组织的反应来弥补这一差距。我们采用了一种双重方法:实验力学测试和计算建模。进行实验测试以观察由于预处理导致的力学行为中的微观结构变化,重点是轴突损伤。同时,我们使用具有统计代表性的体积单元(RVE)开发了多尺度模型,以模拟组织的微观结构反应。这些RVE在细胞外基质内具有随机分布的轴突纤维,提供了白质微观结构的真实描绘。我们的研究结果表明,预处理会引起脑组织力学性能的显著变化,并影响轴突完整性。RVE模型成功捕获了局部应力,并促进了对轴突损伤机制的微观分析。这些结果强调了在理解机械加载下脑组织行为时考虑宏观和微观尺度的重要性。这种综合方法为机械转导过程提供了有价值的见解,并改进了对脑组织微观结构现象的分析。

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本文引用的文献

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Origins of brain tissue elasticity under multiple loading modes by analyzing the microstructure-based models.通过分析基于微观结构的模型来研究多种加载模式下脑组织弹性的起源。
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关联大脑的微观结构和宏观结构行为。
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