评估使用MRI测量人脑内脑脊液动力学全谱的新方法的可行性:来自模拟研究的见解。

IF 3.6 3区 生物学 Q1 BIOLOGY
E C van der Voort, M C E van der Plas, J J M Zwanenburg
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引用次数: 0

摘要

脑脊液(CSF)动力学在大脑废物清除中是必不可少的。脑脊液流动的中断与各种神经系统疾病有关,因此需要精确测量其动态。目前的方法通常捕获高速CSF运动或专注于单频成分,这给全面分析带来了挑战。本研究提出了一种新颖的方法,使用位移编码与刺激回波(DENSE) MRI来评估脑内脑脊液运动的全谱。通过模拟,我们评估了分离不同脑脊液运动成分的可行性,包括心跳和呼吸驱动的流动,以及由于脑脊液连续周转而导致的净速度成分,并在关于脑脊液运动基础模型的错误假设下测试了我们的方法的性能。结果表明,即使周期性生理运动随时间变化,DENSE MRI也可以准确地分离这些成分,并可靠地估计净速度。事实证明,该方法在包括低频成分、对净速度成分性质的错误假设以及模型中缺少CSF成分方面具有鲁棒性。这种方法为量化脑脊液动力学提供了一种全面的测量技术,促进了我们对脑脊液动力学的各种驱动因素在脑清除中的相对作用的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessing the feasibility of a new approach to measure the full spectrum of cerebrospinal fluid dynamics within the human brain using MRI: insights from a simulation study.

Cerebrospinal fluid (CSF) dynamics are essential in the waste clearance of the brain. Disruptions in CSF flow are linked to various neurological conditions, highlighting the need for accurate measurement of its dynamics. Current methods typically capture high-speed CSF movements or focus on a single-frequency component, presenting challenges for comprehensive analysis. This study proposes a novel approach using displacement encoding with stimulated echoes (DENSE) MRI to assess the full spectrum of CSF motion within the brain. Through simulations, we evaluated the feasibility of disentangling distinct CSF motion components, including heartbeat- and respiration-driven flows, as well as a net velocity component due to continuous CSF turnover, and tested the performance of our method under incorrect assumptions about the underlying model of CSF motion. Results demonstrate that DENSE MRI can accurately separate these components, and reliably estimate a net velocity, even when periodic physiological motions vary over time. The method proved to be robust for including low-frequency components, incorrect assumptions on the nature of the net velocity component and missing CSF components in the model. This approach offers a comprehensive measurement technique for quantifying CSF dynamics, advancing our understanding of the relative role of various drivers of CSF dynamics in brain clearance.

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来源期刊
Interface Focus
Interface Focus BIOLOGY-
CiteScore
9.20
自引率
0.00%
发文量
44
审稿时长
6-12 weeks
期刊介绍: Each Interface Focus themed issue is devoted to a particular subject at the interface of the physical and life sciences. Formed of high-quality articles, they aim to facilitate cross-disciplinary research across this traditional divide by acting as a forum accessible to all. Topics may be newly emerging areas of research or dynamic aspects of more established fields. Organisers of each Interface Focus are strongly encouraged to contextualise the journal within their chosen subject.
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