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人类行走过程中记录的可穿戴式脑磁图数据。

Wearable MEG data recorded during human stepping.

作者信息

Spedden Meaghan E, O'Neill George C, West Timothy O, Tierney Tim M, Mellor Stephanie, Alexander Nicholas A, Seymour Robert, Lundbye-Jensen Jesper, Nielsen Jens Bo, Farmer Simon F, Bestmann Sven, Barnes Gareth R

机构信息

Department of Imaging Neuroscience, UCL Institute of Neurology, London WC1N 3AR, United Kingdom.

Department of Neuroscience, Physiology and Pharmacology, University College London, London, United Kingdom.

出版信息

Data Brief. 2025 Apr 25;60:111574. doi: 10.1016/j.dib.2025.111574. eCollection 2025 Jun.

DOI:10.1016/j.dib.2025.111574
PMID:40470338
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12136896/
Abstract

Non-invasive spatiotemporal imaging of brain activity during large-scale, whole body movement is a significant methodological challenge for the field of movement neuroscience. Here, we present a dataset recorded using a new imaging modality - optically-pumped magnetoencephalography (OP-MEG) - to record brain activity during human stepping. Participants (n=3) performed a visually guided stepping task requiring precise foot placement while dual-axis and triaxial OP-MEG and leg muscle activity (electromyography, EMG) were recorded. The dataset also includes a structural MRI for each participant and foot kinematics. This multimodal dataset offers a resource for methodological development and testing for OPM data (e.g., movement-related interference rejection), within-subject analyses, and exploratory analyses to generate hypotheses for further work on the neural control of human stepping.

摘要

在大规模全身运动过程中对大脑活动进行无创性时空成像,是运动神经科学领域一项重大的方法学挑战。在此,我们展示了一个使用新型成像模态——光泵磁脑电图(OP-MEG)记录的数据,该数据记录了人类行走过程中的大脑活动。参与者(n = 3)执行一项视觉引导的行走任务,要求精确放置脚步,同时记录双轴和三轴OP-MEG以及腿部肌肉活动(肌电图,EMG)。该数据集还包括每位参与者的结构MRI和足部运动学数据。这个多模态数据集为OPM数据的方法学开发和测试(例如,与运动相关的干扰抑制)、受试者内分析以及探索性分析提供了资源,以生成关于人类行走神经控制的进一步研究假设。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e5b/12136896/d1339e47f584/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e5b/12136896/3a7f81175e04/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e5b/12136896/d1339e47f584/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e5b/12136896/3a7f81175e04/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e5b/12136896/d1339e47f584/gr2.jpg

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引用本文的文献

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Using Wearable MEG to Study the Neural Control of Human Stepping.使用可穿戴式脑磁图研究人类行走的神经控制。
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本文引用的文献

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Imaging Neurosci (Camb). 2024 Sep 25;2:1-22. doi: 10.1162/imag_a_00283. eCollection 2024 Sep 1.
2
Adaptive multipole models of optically pumped magnetometer data.光泵磁力仪数据的自适应多极模型
Hum Brain Mapp. 2024 Mar;45(4):e26596. doi: 10.1002/hbm.26596.
3
Real-time, model-based magnetic field correction for moving, wearable MEG.实时、基于模型的运动可穿戴 MEG 的磁场校正。
Neuroimage. 2023 Sep;278:120252. doi: 10.1016/j.neuroimage.2023.120252. Epub 2023 Jul 11.
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Magnetoencephalography with optically pumped magnetometers (OPM-MEG): the next generation of functional neuroimaging.光泵磁强计(OPM-MEG)磁共振脑磁图:新一代功能神经影像学。
Trends Neurosci. 2022 Aug;45(8):621-634. doi: 10.1016/j.tins.2022.05.008. Epub 2022 Jun 30.
5
Dynamics of cortical and corticomuscular connectivity during planning and execution of visually guided steps in humans.人类在规划和执行视觉引导的步伐时皮质和皮质肌连接的动力学。
Cereb Cortex. 2022 Dec 20;33(2):258-277. doi: 10.1093/cercor/bhac066.
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Bayesian inference of population prevalence.贝叶斯推断种群流行率。
Elife. 2021 Oct 6;10:e62461. doi: 10.7554/eLife.62461.
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Using OPMs to measure neural activity in standing, mobile participants.使用 OPM 测量站立和移动参与者的神经活动。
Neuroimage. 2021 Dec 1;244:118604. doi: 10.1016/j.neuroimage.2021.118604. Epub 2021 Sep 21.
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Modelling optically pumped magnetometer interference in MEG as a spatially homogeneous magnetic field.将光学泵磁强计干扰模型化为 MEG 中的空间均匀磁场。
Neuroimage. 2021 Dec 1;244:118484. doi: 10.1016/j.neuroimage.2021.118484. Epub 2021 Aug 19.
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Wearable neuroimaging: Combining and contrasting magnetoencephalography and electroencephalography.可穿戴式神经影像学:脑磁图与脑电图的结合与对比。
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