Caffaratti Hugo, Slater Ben, Shaheen Nour, Rhone Ariane, Calmus Ryan, Kritikos Michael, Kumar Sukhbinder, Dlouhy Brian, Oya Hiroyuki, Griffiths Tim, Boes Aaron D, Trapp Nicholas, Kaiser Marcus, Sallet Jérôme, Banks Matthew I, Howard Matthew A, Zanaty Mario, Petkov Christopher I
Department of Neurosurgery, University of Iowa, Iowa City, IA, USA.
Biosciences Institute, Newcastle University Medical School, Newcastle upon Tyne, UK.
medRxiv. 2025 Feb 21:2024.06.14.24308829. doi: 10.1101/2024.06.14.24308829.
Low-intensity Transcranial Ultrasound Stimulation is a promising non-invasive technique for brain stimulation and focal neuromodulation. Research with humans and animal models has raised the possibility that TUS can be biased towards enhancing or suppressing neural function. Here, we first collate a set of hypotheses on the directionality of TUS effects and conduct an initial meta-analysis on the available TUS studies reporting stimulation parameters and outcomes ( = 47 studies, 52 experiments). In these initial exploratory analyses, we find that parameters such as the intensity and continuity of stimulation (duty cycle) with univariate tests show only statistical trends towards likely enhancement or suppressed of function with TUS. Multivariate machine learning analyses are currently limited by the small sample size. Given that human TUS sample sizes will continue to increase, predictability on the directionality of TUS effects could improve if this database can continue to grow as TUS studies more systematically explore the TUS stimulation parameter space and report outcomes. Therefore, we establish an database and resource for the systematic reporting of TUS parameters and outcomes to assist in greater precision in TUS use for brain stimulation and neuromodulation. The paper concludes with a selective review of studies illustrating how hypotheses on the directionality of TUS effects could be developed for empirical testing in the intended clinical application, not limited to the examples provided.
低强度经颅超声刺激是一种很有前景的用于脑刺激和局部神经调节的非侵入性技术。对人类和动物模型的研究提出了经颅超声刺激(TUS)可能偏向于增强或抑制神经功能的可能性。在这里,我们首先整理了一组关于TUS效应方向性的假设,并对现有的报告刺激参数和结果的TUS研究进行了初步的荟萃分析(n = 47项研究,52项实验)。在这些初步的探索性分析中,我们发现,在单变量测试中,诸如刺激强度和连续性(占空比)等参数仅显示出TUS可能增强或抑制功能的统计趋势。多变量机器学习分析目前受到样本量小的限制。鉴于人类TUS样本量将继续增加,如果随着TUS研究更系统地探索TUS刺激参数空间并报告结果,该数据库能够持续增长,那么TUS效应方向性的可预测性可能会提高。因此,我们建立了一个数据库和资源,用于系统报告TUS参数和结果,以帮助更精确地将TUS用于脑刺激和神经调节。本文最后对一些研究进行了选择性综述,这些研究说明了如何针对预期的临床应用开发关于TUS效应方向性的假设以进行实证检验,不限于所提供的示例。