Association between Scale-Free Brain Dynamics and Behavioral Performance: Functional MRI Study in Resting State and Face Processing Task.

Association between Scale-Free Brain Dynamics and Behavioral Performance: Functional MRI Study in Resting State and Face Processing Task.
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DOI:
10.1155/2017/2824615
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发表时间:
2017
影响因子:
2.8
通讯作者:
Northoff G
Northoff G
中科院分区:
医学3区
文献类型:
--
作者:
Kasagi M;Huang Z;Narita K;Shitara H;Motegi T;Suzuki Y;Fujihara K;Tanabe S;Kosaka H;Ujita K;Fukuda M;Northoff G

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人类大脑活动的无标度动力学,其特征在于一个复杂的时间结构与无标度属性,可以量化使用幂律指数(PLE)作为一个指标。一般来说,幂律在自然界中是有据可查的,特别是在大脑中。一些先前的功能磁共振成像研究表明,较低的PLE在认知任务诱发的活动比在静息状态下的活动。然而,在认知任务诱发的活动及其与相关行为的关系PLE调制仍然不清楚。本研究在静息状态和面孔加工+控制任务中,分别研究了静息状态和任务诱发活动中的PLE,以及PLE与任务期间平均反应时(mRT)测量的行为之间的关系。我们发现:(1)面孔辨别引起内侧前额叶皮层(mPFC)、后扣带皮层(PCC)、杏仁核和梭状面孔区的BOLD信号变化;(2)任务诱发活动期间,特别是在mPFC中,与静息状态活动相比,PLE显著降低;(3)最重要的是,在mPFC中,mRT与静息状态PLE和静息-任务PLE差异显著负相关。这些结果可以导致更好地理解任务性能参数之间的关联(例如,mRT)和自发和任务诱发的脑活动的无标度动力学。
The scale-free dynamics of human brain activity, characterized by an elaborate temporal structure with scale-free properties, can be quantified using the power-law exponent (PLE) as an index. Power laws are well documented in nature in general, particularly in the brain. Some previous fMRI studies have demonstrated a lower PLE during cognitive-task-evoked activity than during resting state activity. However, PLE modulation during cognitive-task-evoked activity and its relationship with an associated behavior remain unclear. In this functional fMRI study in the resting state and face processing + control task, we investigated PLE during both the resting state and task-evoked activities, as well as its relationship with behavior measured using mean reaction time (mRT) during the task. We found that (1) face discrimination-induced BOLD signal changes in the medial prefrontal cortex (mPFC), posterior cingulate cortex (PCC), amygdala, and fusiform face area; (2) PLE significantly decreased during task-evoked activity specifically in mPFC compared with resting state activity; (3) most importantly, in mPFC, mRT significantly negatively correlated with both resting state PLE and the resting-task PLE difference. These results may lead to a better understanding of the associations between task performance parameters (e.g., mRT) and the scale-free dynamics of spontaneous and task-evoked brain activities.
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