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一种用于研究肝硬化病例中肝脏灌注特征的多水平建模框架。

A multilevel modeling framework to study hepatic perfusion characteristics in case of liver cirrhosis.

作者信息

Peeters Geert, Debbaut Charlotte, Cornillie Pieter, De Schryver Thomas, Monbaliu Diethard, Laleman Wim, Segers Patrick

出版信息

J Biomech Eng. 2015 May;137(5):051007. doi: 10.1115/1.4029280. Epub 2015 Mar 10.

Abstract

Liver cirrhosis represents the end-stage of different liver disorders, progressively affecting hepatic architecture, hemodynamics, and function. Morphologically, cirrhosis is characterized by diffuse fibrosis, the conversion of normal liver architecture into structurally abnormal regenerative nodules and the formation of an abundant vascular network. To date, the vascular remodeling and altered hemodynamics due to cirrhosis are still poorly understood, even though they seem to play a pivotal role in cirrhogenesis. This study aims to determine the perfusion characteristics of the cirrhotic circulation using a multilevel modeling approach including computational fluid dynamics (CFD) simulations. Vascular corrosion casting and multilevel micro-CT imaging of a single human cirrhotic liver generated detailed datasets of the hepatic circulation, including typical pathological characteristics of cirrhosis such as shunt vessels and dilated sinusoids. Image processing resulted in anatomically correct 3D reconstructions of the microvasculature up to a diameter of about 500 μm. Subsequently, two cubic samples (150 × 150 × 150 μm³) were virtually dissected from vascularized zones in between regenerative nodules and applied for CFD simulations to study the altered cirrhotic microperfusion and permeability. Additionally, a conceptual 3D model of the cirrhotic macrocirculation was developed to reveal the hemodynamic impact of regenerative nodules. Our results illustrate that the cirrhotic microcirculation is characterized by an anisotropic permeability showing the highest value in the direction parallel to the central vein (kd,zz = 1.68 × 10-13 m² and kd,zz = 7.79 × 10⁻¹³ m² for sample 1 and 2, respectively) and lower values in the circumferential (kd,ϑϑ = 5.78 × 10⁻¹⁴ m² and kd,ϑϑ = 5.65 × 10⁻¹³ m² for sample 1 and 2, respectively) and radial (kd,rr = 9.87 × 10⁻¹⁴ m² and kd,rr = 5.13 × 10⁻¹³ m² for sample 1 and 2, respectively) direction. Overall, the observed permeabilities are markedly higher compared to a normal liver, implying a locally decreased intrahepatic vascular resistance (IVR) probably due to local compensation mechanisms (dilated sinusoids and shunt vessels). These counteract the IVR increase caused by the presence of regenerative nodules and dynamic contraction mechanisms (e.g., stellate cells, NO-concentration, etc.). Our conceptual 3D model of the cirrhotic macrocirculation indicates that regenerative nodules severely increase the IVR beyond about 65 vol. % of regenerative nodules. Numerical modeling allows quantifying perfusion characteristics of the cirrhotic macro- and microcirculation, i.e., the effect of regenerative nodules and compensation mechanisms such as dilated sinusoids and shunt vessels. Future research will focus on the development of models to study time-dependent degenerative adaptation of the cirrhotic macro- and microcirculation.

摘要

肝硬化是不同肝脏疾病的终末期,会逐渐影响肝脏结构、血流动力学和功能。在形态学上,肝硬化的特征是弥漫性纤维化、正常肝脏结构转变为结构异常的再生结节以及丰富血管网络的形成。迄今为止,尽管肝硬化导致的血管重塑和血流动力学改变在肝硬化发生过程中似乎起着关键作用,但人们对其仍知之甚少。本研究旨在使用包括计算流体动力学(CFD)模拟在内的多级建模方法来确定肝硬化循环的灌注特征。对单个人类肝硬化肝脏进行血管铸型和多级微CT成像,生成了肝脏循环的详细数据集,包括肝硬化的典型病理特征,如分流血管和扩张的肝血窦。图像处理得到了直径约500μm的微血管的解剖学上正确的三维重建。随后,从再生结节之间的血管化区域虚拟解剖出两个立方体样本(150×150×150μm³),并应用于CFD模拟,以研究肝硬化微灌注和通透性的改变。此外,还建立了肝硬化大循环的概念性三维模型,以揭示再生结节对血流动力学的影响。我们的结果表明,肝硬化微循环的特征是各向异性通透性,在平行于中央静脉的方向上具有最高值(样本1和样本2的kd,zz分别为1.68×10⁻¹³m²和7.79×10⁻¹³m²),而在圆周方向(样本1和样本2的kd,ϑϑ分别为5.78×10⁻¹⁴m²和5.65×10⁻¹³m²)和径向方向(样本1和样本2的kd,rr分别为9.87×10⁻¹⁴m²和5.13×10⁻¹³m²)较低。总体而言,观察到的通透性明显高于正常肝脏,这意味着肝内血管阻力(IVR)局部降低,可能是由于局部补偿机制(扩张的肝血窦和分流血管)所致。这些机制抵消了再生结节的存在和动态收缩机制(如星状细胞、NO浓度等)引起的IVR增加。我们的肝硬化大循环概念性三维模型表明,再生结节会使IVR严重增加,超过约65体积%的再生结节。数值建模能够量化肝硬化大循环和微循环的灌注特征,即再生结节以及扩张的肝血窦和分流血管等补偿机制的影响。未来的研究将集中在开发模型以研究肝硬化大循环和微循环随时间的退行性适应。

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