Low b-value Diffusion Tensor Imaging to Analyze the Dynamics of Cerebrospinal Fluid: Resolving Intravoxel Pseudorandom Motion into Ordered and Disordered Motions.

Yoshitaka Bito, Hisaaki Ochi, Ryuji Shirase, Wataru Yokohama, Kuniaki Harada, Kohsuke Kudo
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Abstract

Purpose: Analysis of cerebrospinal fluid (CSF) dynamics may be beneficial for understanding the mechanisms and diagnosis of several neurological diseases. Low b-value diffusion tensor imaging (low-b DTI) is useful for observing the slow and complex motion of the CSF. Theoretically, a mathematical framework suggests that low-b DTI provides the variance of the pseudorandom motion of the CSF. Furthermore, low-b DTI could provide comprehensive information on fluid dynamics. Accordingly, we proposed an analysis technique that resolves intravoxel pseudorandom motion into ordered (linear) and disordered (random) motions based on the mathematical framework.

Methods: The proposed analysis technique helps measure low-b DTI with multiple diffusion times and linearly fits its mean diffusivity (MD) with the diffusion time to obtain two parameters, double-slope Vv and y-intersect Dr, which represent the variance of the velocity distribution of linear motion and the diffusion coefficient of random motion, respectively. Seven healthy subjects were scanned to evaluate the proposed technique and investigate fluid dynamics in several representative ROIs.

Results: The obtained data showed the validity of the technique, repeatability, and consistency across the subjects in ROIs, such as the lateral ventricle (LV), third ventricle (3V), fourth ventricle (4V), and Sylvian fissure (SF). The obtained parameters Vv and Dr highlighted different characteristics of fluid dynamics in the representative ROIs: low Vv and low Dr in the LV, high Vv and moderate Dr in the 3V, and moderate Vv and moderate Dr in the 4V and SF.

Conclusion: The proposed analysis technique will facilitate a comprehensive investigation of the complex dynamics of the CSF using resolved parameters representing ordered and disordered motions.

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低b值扩散张量成像分析脑脊液动力学:将体素内伪随机运动分解为有序和无序运动。
目的:分析脑脊液动力学可能有助于了解几种神经系统疾病的发病机制和诊断。低b值扩散张量成像(Low-bDTI)可用于观察CSF缓慢而复杂的运动。理论上,一个数学框架表明,低b DTI提供了CSF的伪随机运动的方差。此外,低b DTI可以提供关于流体动力学的全面信息。因此,我们提出了一种基于数学框架将体素内伪随机运动分解为有序(线性)和无序(随机)运动的分析技术。方法:所提出的分析技术有助于测量具有多个扩散时间的低b DTI,并将其平均扩散率(MD)与扩散时间线性拟合,以获得两个参数,即双斜率Vv和y相交Dr,它们分别表示线性运动的速度分布和随机运动的扩散系数的方差。对7名健康受试者进行了扫描,以评估所提出的技术,并研究几个具有代表性的ROI中的流体动力学。结果:所获得的数据显示了该技术的有效性、可重复性和受试者在ROI中的一致性,如侧脑室(LV)、第三脑室(3V)、第四脑室(4V)和Sylvian裂(SF)。所获得的参数Vv和Dr突出了代表性ROI中流体动力学的不同特征:LV中的低Vv和低Dr、3V中的高Vv和中等Dr,以及4V和SF中的中等Vv和中等Dr。结论:所提出的分析技术将有助于使用代表有序和无序运动的解析参数来全面研究CSF的复杂动力学。
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