使用脑机接口进行康复治疗后脑功能组织和行为相关性的变化。

Frontiers in neuroengineering Pub Date : 2014-07-15 eCollection Date: 2014-01-01 DOI:10.3389/fneng.2014.00026
Brittany M Young, Zack Nigogosyan, Léo M Walton, Jie Song, Veena A Nair, Scott W Grogan, Mitchell E Tyler, Dorothy F Edwards, Kristin Caldera, Justin A Sattin, Justin C Williams, Vivek Prabhakaran
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引用次数: 78

摘要

本研究旨在研究使用脑机接口(BCI)技术的康复治疗引起的任务相关脑活动的变化,以及这些变化是否与使用这些治疗获得的功能增益有关。持续上肢运动缺陷的中风患者接受了使用闭环神经反馈BCI装置的介入康复治疗(n = 8)或不接受治疗(n = 6)。在治疗前、治疗中、治疗后和治疗后1个月,或在类似的间隔时间内,使用卒中影响量表、行动研究臂测试(ARAT)和九孔Peg测试(9-HPT)进行行为评估,以及基于任务的功能磁共振成像扫描。计算每个时间点每只手手指敲击时的侧度指数(LI)值,并评估其与行为结果的相关性。通过LI测量,在BCI治疗过程中,每只手的手指敲打时的大脑活动发生了变化,但在没有治疗的情况下没有发生变化,未受损半球的受累程度更高(而中风受损半球的受累程度更低)。此外,损伤手手指敲击时基线LI值的变化与客观和主观行为测量的增益相关。这些发现表明,介入脑机接口治疗可以诱导受损半球和未受损半球之间脑活动模式的差异变化,并且这些大脑变化与特定运动功能的变化有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Changes in functional brain organization and behavioral correlations after rehabilitative therapy using a brain-computer interface.

This study aims to examine the changes in task-related brain activity induced by rehabilitative therapy using brain-computer interface (BCI) technologies and whether these changes are relevant to functional gains achieved through the use of these therapies. Stroke patients with persistent upper-extremity motor deficits received interventional rehabilitation therapy using a closed-loop neurofeedback BCI device (n = 8) or no therapy (n = 6). Behavioral assessments using the Stroke Impact Scale, the Action Research Arm Test (ARAT), and the Nine-Hole Peg Test (9-HPT) as well as task-based fMRI scans were conducted before, during, after, and 1 month after therapy administration or at analogous intervals in the absence of therapy. Laterality Index (LI) values during finger tapping of each hand were calculated for each time point and assessed for correlation with behavioral outcomes. Brain activity during finger tapping of each hand shifted over the course of BCI therapy, but not in the absence of therapy, to greater involvement of the non-lesioned hemisphere (and lesser involvement of the stroke-lesioned hemisphere) as measured by LI. Moreover, changes from baseline LI values during finger tapping of the impaired hand were correlated with gains in both objective and subjective behavioral measures. These findings suggest that the administration of interventional BCI therapy can induce differential changes in brain activity patterns between the lesioned and non-lesioned hemispheres and that these brain changes are associated with changes in specific motor functions.

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