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使用动态因果模型评估模拟驾驶过程中激活的脑区之间的有效连接性。

Evaluation of Effective Connectivity Between Brain Areas Activated During Simulated Driving Using Dynamic Causal Modeling.

作者信息

Choi Mi-Hyun, Kim Hyung-Sik, Chung Soon-Cheol

机构信息

Biomedical Engineering, Research Institute of Biomedical Engineering, School of ICT Convergence Engineering, College of Science and Technology, Konkuk University, Chungju, South Korea.

出版信息

Front Behav Neurosci. 2020 Sep 23;14:158. doi: 10.3389/fnbeh.2020.00158. eCollection 2020.

Abstract

This study was examined the effective connectivity between brain areas activated during driving. Using a driving simulator, the subjects controlled a wheel with both of their hands as well as an accelerator and brake pedal with their right foot. Of the areas activated during driving, three areas from each hemisphere were analyzed for effective connectivity using dynamic causal modeling. In the right hemisphere, bidirectional connectivity was prominent between the inferior temporal gyrus, precuneus, and lingual gyrus, which provided driving input (driving input refers to the area of input among areas connected with effective connectivity). In the left hemisphere, the superior temporal gyrus provided driving input, and bidirectional connectivity was prominent between the superior temporal gyrus, inferior parietal lobule, and inferior frontal gyrus. The visual attention pathway was activated in the right hemisphere, whereas the inhibitory control movement and task-switching pathways, which are responsible for synesthesia, were activated in the left hemisphere. In both of the hemispheres, the visual attention, inhibitory control movement, and episodic memory retrieval pathways were prominent. The activation of these pathways indicates that driving requires multi-domain executive function in addition to vision. Moreover, pathway activation is influenced by the driving experience and familiarity of the driver. This study elucidated the overall effective connectivity between brain areas related to driving.

摘要

本研究考察了驾驶过程中激活的脑区之间的有效连接性。使用驾驶模拟器,受试者用双手控制方向盘,并用右脚控制油门和刹车踏板。在驾驶过程中激活的脑区中,使用动态因果模型分析了每个半球的三个脑区的有效连接性。在右半球,颞下回、楔前叶和舌回之间双向连接显著,这些脑区提供驾驶输入(驾驶输入是指与有效连接相关的连接区域之间的输入区域)。在左半球,颞上回提供驾驶输入,颞上回、顶下小叶和额下回之间双向连接显著。视觉注意通路在右半球被激活,而负责联觉的抑制性控制运动和任务切换通路在左半球被激活。在两个半球中,视觉注意、抑制性控制运动和情景记忆检索通路都很显著。这些通路的激活表明,驾驶除了需要视觉外,还需要多领域执行功能。此外,通路激活受驾驶员的驾驶经验和熟悉程度影响。本研究阐明了与驾驶相关的脑区之间的整体有效连接性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7a79/7538660/2b4f913008a7/fnbeh-14-00158-g001.jpg

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