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使用功能超声神经影像学对运动意图进行单次试验解码。

Single-trial decoding of movement intentions using functional ultrasound neuroimaging.

机构信息

Biology & Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.

Chemistry & Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA.

出版信息

Neuron. 2021 May 5;109(9):1554-1566.e4. doi: 10.1016/j.neuron.2021.03.003. Epub 2021 Mar 22.

DOI:10.1016/j.neuron.2021.03.003
PMID:33756104
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8105283/
Abstract

New technologies are key to understanding the dynamic activity of neural circuits and systems in the brain. Here, we show that a minimally invasive approach based on ultrasound can be used to detect the neural correlates of movement planning, including directions and effectors. While non-human primates (NHPs) performed memory-guided movements, we used functional ultrasound (fUS) neuroimaging to record changes in cerebral blood volume with 100 μm resolution. We recorded from outside the dura above the posterior parietal cortex, a brain area important for spatial perception, multisensory integration, and movement planning. We then used fUS signals from the delay period before movement to decode the animals' intended direction and effector. Single-trial decoding is a prerequisite to brain-machine interfaces, a key application that could benefit from this technology. These results are a critical step in the development of neuro-recording and brain interface tools that are less invasive, high resolution, and scalable.

摘要

新技术是理解大脑神经回路和系统动态活动的关键。在这里,我们展示了一种基于超声的微创方法,可用于检测运动规划的神经相关性,包括方向和效应器。当非人类灵长类动物(NHPs)进行记忆引导的运动时,我们使用功能超声(fUS)神经影像学以 100μm 的分辨率记录脑血容量的变化。我们在大脑后顶叶皮层上方的硬脑膜外进行记录,这个区域对于空间感知、多感觉整合和运动规划很重要。然后,我们使用运动前延迟期间的 fUS 信号来解码动物的预期方向和效应器。单次试验解码是脑机接口的前提,这项关键应用可能会受益于这项技术。这些结果是开发神经记录和脑接口工具的重要一步,这些工具的侵入性更小、分辨率更高且更具扩展性。

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Neuron. 2020 Dec 9;108(5):861-875.e7. doi: 10.1016/j.neuron.2020.09.020. Epub 2020 Oct 19.
2
Ultrasound Technologies for Imaging and Modulating Neural Activity.超声技术在神经活动成像和调控中的应用。
Neuron. 2020 Oct 14;108(1):93-110. doi: 10.1016/j.neuron.2020.09.003.
3
Functional ultrasound imaging of deep visual cortex in awake nonhuman primates.清醒非人类灵长类动物深视觉皮层的功能超声成像。
功能超声成像与神经元活动:时空匹配的准确性如何?
Imaging Neurosci (Camb). 2025 Jun 16;3. doi: 10.1162/IMAG.a.34. eCollection 2025.
4
Comparative evaluation of image registration techniques in functional ultrasound imaging.功能超声成像中图像配准技术的比较评估
Imaging Neurosci (Camb). 2025 Jun 20;3. doi: 10.1162/IMAG.a.47. eCollection 2025.
5
Robust single-trial decoding of physical self-motion from hemodynamic signals in the brain measured by functional ultrasound imaging.通过功能超声成像测量大脑中的血液动力学信号对身体自身运动进行稳健的单试验解码。
Proc Natl Acad Sci U S A. 2025 Jul 22;122(29):e2414354122. doi: 10.1073/pnas.2414354122. Epub 2025 Jul 17.
6
Human spinal cord activation during filling and emptying of the bladder.膀胱充盈和排空过程中人类脊髓的激活。
Nat Commun. 2025 Jul 15;16(1):6506. doi: 10.1038/s41467-025-61470-1.
7
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J Neurosci. 2025 Jul 16;45(29):e0016252025. doi: 10.1523/JNEUROSCI.0016-25.2025.
8
Mobile human brain imaging using functional ultrasound.使用功能超声的可移动人脑成像
Sci Adv. 2025 Jun 20;11(25):eadu9133. doi: 10.1126/sciadv.adu9133. Epub 2025 Jun 18.
9
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Research (Wash D C). 2025 May 15;8:0709. doi: 10.34133/research.0709. eCollection 2025.
10
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Proc Natl Acad Sci U S A. 2020 Jun 23;117(25):14453-14463. doi: 10.1073/pnas.1916787117. Epub 2020 Jun 8.
4
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Nature. 2020 Jul;583(7814):103-108. doi: 10.1038/s41586-020-2350-5. Epub 2020 Jun 3.
5
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Biomaterials. 2020 Apr;238:119831. doi: 10.1016/j.biomaterials.2020.119831. Epub 2020 Jan 31.
6
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Front Neurosci. 2020 Jan 9;13:1384. doi: 10.3389/fnins.2019.01384. eCollection 2019.
7
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8
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A benchtop system to assess the feasibility of a fully independent and implantable brain-machine interface.一种用于评估完全独立和可植入脑机接口可行性的台式系统。
J Neural Eng. 2019 Nov 12;16(6):066043. doi: 10.1088/1741-2552/ab4b0c.