脑脉冲的动态可视化使用放大MRI:方法和应用。

IF 3.6 3区 生物学 Q1 BIOLOGY
Haribalan Kumar, Mehmet Kurt, Josh McGeown, Paul Condron, Jet Wright, Gonzalo Maso Talou, Joonsung Lee, Itamar Terem, Helen Danesh-Meyer, Eryn Kwon, Samantha Holdsworth
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引用次数: 0

摘要

脑脉动在脑生物力学研究中提供了一个引人注目的应用,特别是对于轻度创伤性脑损伤(mTBI)和颅内压升高(ICP)。在这项研究中,我们使用放大的MRI来量化脑组织脉动。然后应用动态模式分解(DMD)处理来提供运动的时空分析。研究了四种不同的用例:(i)静息与运动引起的心率变化,(ii)腰椎穿刺(LP)前后,(iii)基线与脑损伤后,以及(iv)测试-再测试案例。结果表明,脑组织运动在不同条件下变化显著,DMD显示出与生理变化相对应的不同模式和频率。值得注意的是,mTBI显示出损伤后脉搏运动的增加,而升高的ICP显示出lp后脉搏模式的改变,这表明了损伤和压力相关变化的潜在生物标志物。这种方法为生理和病理脑搏动提供了新的见解;然而,该研究的样本量有限,依赖于回顾性门控和关于脉动运动的假设,这表明需要更大、更多样化的队列来证实这些发现。尽管存在这些局限性,我们的研究结果表明,我们的动态分析方法可以成为评估颅内动力学的有价值的工具,在临床诊断和神经血管和神经疾病的研究中得到应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic visualization of brain pulsations using amplified MRI: methodology and applications.

Brain pulsatility offers a compelling application in the study of cerebral biomechanics, particularly for mild traumatic brain injury (mTBI) and elevated intracranial pressure (ICP). In this study, we used amplified MRI to quantify brain tissue pulsations. Dynamic mode decomposition (DMD) processing was then applied to provide a spatio-temporal analysis of motion. Four distinct use cases were examined: (i) resting versus exertion-induced heart rate changes, (ii) pre- and post-lumbar puncture (LP), (iii) baseline versus post-brain injury, and (iv) a test-retest case. Results demonstrate that brain tissue motion varies significantly across conditions, with DMD revealing distinct modes and frequencies corresponding to physiological changes. Notably, mTBI showed an increase in pulsatile motion post-injury, while elevated ICP exhibited altered pulsatility patterns post-LP, indicating a potential biomarker for injury and pressure-related changes. This approach offers new insights into physiological and pathological brain pulsatility; however, the study's limited sample size, reliance on retrospective gating and assumptions regarding pulsatile motion highlight the need for larger and more diverse cohorts to confirm these findings. Despite these limitations, our results suggest our dynamical analysis approach could become a valuable tool for assessing intracranial dynamics, with applications in clinical diagnostics and research on neurovascular and neurological conditions.

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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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