Exploring tissue permeability of brain tumours in different grades: Insights from pore-scale fluid dynamics analysis

IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL
Yi Yang , Tian Yuan , Ciprian Panaitescu , Rui Li , Kejian Wu , Yingfang Zhou , Dubravka Pokrajac , Daniele Dini , Wenbo Zhan
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引用次数: 0

Abstract

Interstitial fluid (ISF) flow is identified as an essential physiological process that plays an important role in the development and progression of brain tumours. However, the relationship between the permeability of the tumour tissue, a complex porous medium, and the interstitial fluid flow around the tumour cells at the microscale is not well understood. To shed light on this issue, and in the absence of experimental techniques that can provide direct measurements, we develop a computational model to predict the tissue permeability of brain tumours in different grades by analysing the ISF flow at the pore scale. The 3-D geometrical models of tissue extracellular spaces are digitally reconstructed for each grade tumour based on their morphological properties measured from microscopic images. The predictive accuracy of the framework is validated by experimental results reported in the literature. Our results indicate that high-grade brain tumours are less permeable despite their higher porosity, whereas necrotic areas of glioblastoma are more permeable than the viable tumour areas. This implies that tissue permeability is primarily governed by both tissue porosity and the deposition of hyaluronic acid (HA), a key component of the extracellular matrix, while the HA deposition can have a greater effect than macro-level porosity. Parametric studies show that tissue permeability falls exponentially with increasing HA concentration in all grades of brain tumours, and this can be captured using an empirically derived relationship in a quantitative manner. These findings provide an improved understanding of the hydraulic properties of brain tumours and their intrinsic links to tumour microstructure. This work can be used to reveal the intratumoural physiochemical processes that rely on fluid flow and offer a powerful tool to tune textured and porous biomaterials for desired transport properties.

Statement of Significance

Interstitial fluid flow in the extracellular space of brain tumours plays a crucial role in their progression, development, and response to drug treatments. However, the mechanisms of interstitial fluid transport around tumour cells and the characterization of these microscale transports at the tissue scale to meet clinical requirements are largely unknown. In the absence of advanced experimental techniques to capture these pore-scale transport phenomena, we have developed and validated a computational framework to successfully reveal these phenomena across all grades of brain tumours. For the first time, we have quantitatively determined the tissue permeability of all grades of brain tumours as a function of the concentration of hyaluronic acid, a key component of the extracellular matrix. This framework will enhance our ability to capture the intratumoural physicochemical processes in brain tumours and correlate them with tumour tissue-scale behaviours.

Abstract Image

探索不同级别脑肿瘤的组织渗透性:孔隙尺度流体动力学分析的启示
间质流体(ISF)流动被认为是一个重要的生理过程,在脑肿瘤的发生和发展过程中起着重要作用。然而,人们对肿瘤组织(一种复杂的多孔介质)的渗透性与肿瘤细胞周围微观尺度的间质流体流动之间的关系还不甚了解。为了揭示这一问题,在缺乏可提供直接测量数据的实验技术的情况下,我们开发了一个计算模型,通过分析孔隙尺度的间质流体流动来预测不同等级脑肿瘤的组织渗透性。根据从显微镜图像中测量到的组织形态学特性,为每个等级的肿瘤以数字方式重建了组织细胞外空间的三维几何模型。文献报道的实验结果验证了该框架的预测准确性。我们的研究结果表明,高级别脑肿瘤尽管孔隙率较高,但其渗透性较低,而胶质母细胞瘤坏死区域的渗透性高于存活肿瘤区域。这意味着组织的渗透性主要受组织孔隙率和细胞外基质的主要成分透明质酸(HA)沉积的影响,而透明质酸沉积的影响大于宏观孔隙率。参数研究表明,在所有等级的脑肿瘤中,组织的渗透性会随着 HA 浓度的增加而呈指数下降。这些发现加深了人们对脑肿瘤水力特性及其与肿瘤微结构内在联系的理解。这项工作可用于揭示依赖于流体流动的瘤内生化过程,并为调整纹理和多孔生物材料以获得理想的传输特性提供了有力工具。意义说明:脑肿瘤细胞外空间的间质流体流动对肿瘤的进展、发展和对药物治疗的反应起着至关重要的作用。然而,肿瘤细胞周围间质流体的传输机制以及这些微尺度传输在组织尺度上的特征描述在很大程度上还不为人所知,无法满足临床需求。由于缺乏先进的实验技术来捕捉这些孔隙尺度的传输现象,我们开发并验证了一个计算框架,成功揭示了所有等级脑肿瘤的这些现象。作为细胞外基质关键成分透明质酸浓度的函数,我们首次定量测定了所有等级脑肿瘤的组织渗透性。这一框架将提高我们捕捉脑肿瘤瘤内物理化学过程并将其与肿瘤组织尺度行为相关联的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Acta Biomaterialia
Acta Biomaterialia 工程技术-材料科学:生物材料
CiteScore
16.80
自引率
3.10%
发文量
776
审稿时长
30 days
期刊介绍: Acta Biomaterialia is a monthly peer-reviewed scientific journal published by Elsevier. The journal was established in January 2005. The editor-in-chief is W.R. Wagner (University of Pittsburgh). The journal covers research in biomaterials science, including the interrelationship of biomaterial structure and function from macroscale to nanoscale. Topical coverage includes biomedical and biocompatible materials.
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