Narasimhan Saramati, Weis Jared A, González Hernán F J, Thompson Reid C, Miga Michael I
Vanderbilt University, Department of Biomedical Engineering, Nashville, Tennessee, United States.
Wake Forest School of Medicine, Department of Biomedical Engineering, Winston-Salem, North Carolina, United States.
J Med Imaging (Bellingham). 2018 Oct;5(4):045002. doi: 10.1117/1.JMI.5.4.045002. Epub 2018 Dec 6.
The purpose of this investigation is to test whether a poroelastic model with enhanced structure can capture interstitial pressure dynamics in a brain undergoing mock surgical loads. Using interstitial pressure data from a porcine study, we use an inverse model to reconstruct material properties in an effort to capture these brain tissue dynamics. Four distinct models for the reconstruction of parameters are investigated (full anatomical condition description, condition without dural septa description, condition without ventricle boundary description, and the conventional fully saturated model). These models are systematic in their development to isolate the influence of three model characteristics: the dural septa, the treatment of the ventricles, and the treatment of the brain as a saturated media. This study demonstrates that to capture appropriate pressure compartmentalization, interstitial pressure gradients, pressure transient effects, and deformations within the brain, the proposed boundary conditions and structural enhancement coupled with a heterogeneous description invoking partial saturation are needed in a biphasic poroelastic model. These findings suggest that with enhanced anatomical modeling and appropriate model assumptions, poroelastic models can be used to capture quite complex brain deformations and interstitial pressure dynamics.
本研究的目的是测试具有增强结构的多孔弹性模型是否能够捕捉模拟手术负荷下大脑中的间质压力动态变化。利用来自猪研究的间质压力数据,我们使用逆模型来重建材料特性,以努力捕捉这些脑组织动态变化。研究了四种不同的参数重建模型(完整解剖条件描述、无硬脑膜隔描述条件、无心室边界描述条件以及传统的完全饱和模型)。这些模型在其发展过程中具有系统性,以分离三种模型特征的影响:硬脑膜隔、心室的处理以及将大脑视为饱和介质的处理。本研究表明,为了捕捉大脑内适当的压力分隔、间质压力梯度、压力瞬态效应和变形,在双相多孔弹性模型中需要提出的边界条件和结构增强,以及结合部分饱和的非均质描述。这些发现表明,通过增强解剖建模和适当的模型假设,多孔弹性模型可用于捕捉相当复杂的大脑变形和间质压力动态变化。