Detecting event-related motor activity using functional near-infrared spectroscopy

T. Ozawa, Takatsugu Aihara, Yusuke Fujiwara, Y. Otaka, I. Nambu, R. Osu, J. Izawa, Y. Wada
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引用次数: 5

Abstract

Measuring discrete-trial motor-related brain activity using functional near-infrared spectroscopy (fNIRS) is considered difficult. This is because its spatial resolution is much lower than that of functional magnetic resonance imaging (fMRI), and its signals include non-motion-related artifacts. To detect changes in hemoglobin induced by movements, most fNIRS studies have used a block design in which a subject conducts a set of repetitive movements for over a few seconds. Changes in hemoglobin induced by the series of movements are accumulated. Here, we address whether fNIRS can detect a phasic change induced by a discrete ballistic movement using an event-related design similar to those often adopted in fMRI experiments. To detect only event-related brain activity and to reduce the effect of artifacts, we adopted a general linear model whose design matrix contains data from the short transmitter-receiver distance channels that are considered components of artifacts. As a result, high event-related activity was detected in the contralateral sensorimotor cortex. We also compared the topographic functional map produced by fNIRS with the map given by an event-related fMRI experiment in which the same subjects performed exactly the same task. Both maps showed activity in equivalent areas, and the similarity was significant. We conclude that fNIRS affords the opportunity to explore motor-related brain activity even for discrete ballistic movements.
使用功能性近红外光谱检测事件相关的运动活动
使用功能近红外光谱(fNIRS)测量离散试验运动相关的脑活动被认为是困难的。这是因为其空间分辨率远低于功能磁共振成像(fMRI),并且其信号包含与运动无关的伪影。为了检测由运动引起的血红蛋白的变化,大多数近红外光谱研究都使用了一个块设计,在这个设计中,受试者在几秒钟内进行一组重复的运动。一系列运动引起的血红蛋白变化是累积的。在这里,我们讨论了fNIRS是否可以使用类似于fMRI实验中经常采用的事件相关设计来检测离散弹道运动引起的相位变化。为了仅检测与事件相关的大脑活动并减少伪影的影响,我们采用了一般线性模型,其设计矩阵包含来自被认为是伪影组成部分的短收发距离信道的数据。结果,在对侧感觉运动皮层检测到高事件相关活动。我们还比较了由fNIRS生成的地形图与由事件相关的fMRI实验给出的地形图,其中相同的受试者执行完全相同的任务。两幅地图都显示了相同区域的活动,相似性是显著的。我们的结论是,fNIRS提供了探索运动相关的大脑活动的机会,即使是离散的弹道运动。
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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