Nagaoka University of Technology, 1603-1 Kamitomioka, Nagaoka, Niigata, 940-2188, Japan.
Research and Information Center, Tokai University, 2-3-23 Takanawa, Minato-ku, Tokyo, 108-8619, Japan.
Brain Struct Funct. 2021 Sep;226(7):2307-2319. doi: 10.1007/s00429-021-02330-8. Epub 2021 Jul 8.
Several functional magnetic resonance imaging (fMRI) studies have demonstrated that resting-state brain activity consists of multiple components, each corresponding to the spatial pattern of brain activity induced by performing a task. Especially in a movement task, such components have been shown to correspond to the brain activity pattern of the relevant anatomical region, meaning that the voxels of pattern that are cooperatively activated while using a body part (e.g., foot, hand, and tongue) also behave cooperatively in the resting state. However, it is unclear whether the components involved in resting-state brain activity correspond to those induced by the movement of discrete body parts. To address this issue, in the present study, we focused on wrist and finger movements in the hand, and a cross-decoding technique trained to discriminate between the multi-voxel patterns induced by wrist and finger movement was applied to the resting-state fMRI. We found that the multi-voxel pattern in resting-state brain activity corresponds to either wrist or finger movements in the motor-related areas of each hemisphere of the cerebrum and cerebellum. These results suggest that resting-state brain activity in the motor-related areas consists of the components corresponding to the elementary movements of individual body parts. Therefore, the resting-state brain activity possibly has a finer structure than considered previously.
几项功能磁共振成像(fMRI)研究表明,静息态脑活动由多个成分组成,每个成分对应于执行任务时大脑活动的空间模式。特别是在运动任务中,这些成分被证明与相关解剖区域的大脑活动模式相对应,这意味着在使用身体部位(例如脚、手和舌头)时共同激活的体素在静息状态下也会协同作用。然而,目前尚不清楚静息态脑活动中涉及的成分是否对应于离散身体部位运动所诱导的成分。为了解决这个问题,在本研究中,我们专注于手部的腕部和手指运动,并应用一种经过训练以区分腕部和手指运动诱导的多体素模式的交叉解码技术到静息态 fMRI 中。我们发现,静息态脑活动中的多体素模式与大脑和小脑每个半球的运动相关区域中的腕部或手指运动相对应。这些结果表明,运动相关区域的静息态脑活动由对应于个体身体部位基本运动的成分组成。因此,静息态脑活动可能比之前认为的具有更精细的结构。