Shen J, Zhang G, Yao L, Zhao X
College of Information Science and Technology, Beijing Normal University, Beijing 100875, China.
College of Information Science and Technology, Beijing Normal University, Beijing 100875, China; Tianjin Key Laboratory of Cognitive Computing & Application, School of Computer Science and Technology, Tianjin University, Tianjin 300072, China.
Neuroscience. 2015 Mar 19;289:144-52. doi: 10.1016/j.neuroscience.2014.12.071. Epub 2015 Jan 13.
Working memory refers to the ability to temporarily store and manipulate information that is necessary for complex cognition activities. Previous studies have demonstrated that working memory capacity can be improved by behavioral training, and brain activities in the frontal and parietal cortices and the connections between these regions are also altered by training. Our recent neurofeedback training has proven that the regulation of the left dorsal lateral prefrontal cortex (DLPFC) activity using real-time functional magnetic resonance imaging (rtfMRI) can improve working memory performance. However, how working memory training promotes interaction between brain regions and whether this promotion correlates with performance improvement remain unclear. In this study, we employed structural equation modeling (SEM) to calculate the interactions between the regions within the working memory network during neurofeedback training. The results revealed that the direct effect of the frontoparietal connection in the left hemisphere was enhanced by the rtfMRI training. Specifically, the increase in the path from the left DLPFC to the left inferior parietal lobule (IPL) was positively correlated with improved performance in verbal working memory. These findings demonstrate the important role of the frontoparietal connection in working memory training and suggest that increases in frontoparietal connectivity might be a key factor associated with behavioral improvement.
工作记忆是指临时存储和处理复杂认知活动所需信息的能力。先前的研究表明,工作记忆容量可通过行为训练得到提高,额叶和顶叶皮质的大脑活动以及这些区域之间的连接也会因训练而改变。我们最近的神经反馈训练已证明,使用实时功能磁共振成像(rtfMRI)调节左侧背外侧前额叶皮质(DLPFC)的活动可改善工作记忆表现。然而,工作记忆训练如何促进脑区之间的相互作用,以及这种促进作用是否与表现改善相关仍不清楚。在本研究中,我们采用结构方程模型(SEM)来计算神经反馈训练期间工作记忆网络内各区域之间的相互作用。结果显示,rtfMRI训练增强了左半球额顶叶连接的直接效应。具体而言,从左侧DLPFC到左侧下顶叶小叶(IPL)路径的增加与言语工作记忆表现的改善呈正相关。这些发现证明了额顶叶连接在工作记忆训练中的重要作用,并表明额顶叶连接性的增加可能是与行为改善相关的关键因素。