Kumar Haribalan, Kurt Mehmet, McGeown Josh, Condron Paul, Wright Jet, Maso Talou Gonzalo, Lee Joonsung, Terem Itamar, Danesh-Meyer Helen, Kwon Eryn, Holdsworth Samantha
GE HealthCare, Tairāwhiti-Gisborne, New Zealand.
Department of Mechanical Engineering, University of Washington, Seattle, WA, USA.
Interface Focus. 2025 Apr 4;15(1):20240049. doi: 10.1098/rsfs.2024.0049.
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.
脑搏动性在脑生物力学研究中具有引人注目的应用价值,特别是对于轻度创伤性脑损伤(mTBI)和颅内压(ICP)升高的情况。在本研究中,我们使用放大磁共振成像(MRI)来量化脑组织的搏动。然后应用动态模式分解(DMD)处理来提供运动的时空分析。研究了四个不同的用例:(i)静息状态与运动诱发的心率变化,(ii)腰椎穿刺(LP)前后,(iii)脑损伤前后的基线对比,以及(iv)重测案例。结果表明,脑组织运动在不同条件下有显著差异,DMD揭示了与生理变化相对应的不同模式和频率。值得注意的是,mTBI在损伤后搏动性运动增加,而ICP升高在LP后表现出搏动模式改变,这表明其可能是损伤和压力相关变化的生物标志物。这种方法为生理性和病理性脑搏动性提供了新的见解;然而,该研究样本量有限,依赖回顾性门控以及关于搏动性运动的假设,这凸显了需要更大且更多样化的队列来证实这些发现。尽管存在这些局限性,但我们的结果表明,我们的动态分析方法可能成为评估颅内动力学的有价值工具,可应用于临床诊断以及神经血管和神经疾病的研究。