van der Voort E C, van der Plas M C E, Zwanenburg J J M
Translational Neuroimaging Group, Center for Image Sciences, University Medical Center Utrecht, Utrecht, The Netherlands.
Interface Focus. 2025 Apr 4;15(1):20240048. doi: 10.1098/rsfs.2024.0048.
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.
脑脊液(CSF)动力学在大脑废物清除中至关重要。脑脊液流动的中断与各种神经系统疾病相关,这凸显了准确测量其动力学的必要性。当前方法通常捕获高速脑脊液运动或专注于单一频率成分,这给全面分析带来了挑战。本研究提出了一种使用刺激回波位移编码(DENSE)MRI的新方法,以评估脑内脑脊液运动的全频谱。通过模拟,我们评估了区分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,以及由于脑脊液持续更新产生的净速度成分,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也能准确分离这些成分,并可靠地估计净速度。该方法在纳入低频成分、对净速度成分性质的错误假设以及模型中缺失脑脊液成分的情况下,被证明是稳健的。这种方法提供了一种用于量化脑脊液动力学的综合测量技术,增进了我们对脑脊液动力学各种驱动因素在脑清除中的相对作用的理解。