Transcranial photobiomodulation changes topology, synchronizability, and complexity of resting state brain networks

中心性 计算机科学 拓扑(电路) 统计参数映射 动态功能连接 静息状态功能磁共振成像 脑电图 人工神经网络 聚类系数 神经科学 网络拓扑 聚类分析 人工智能 心理学 数学 医学 计算机网络 组合数学 磁共振成像 放射科
作者
Amir Ghaderi,Ali Jahan,Fatemeh Akrami,Maryam Moghadam Salimi
出处
期刊:Journal of Neural Engineering [IOP Publishing]
卷期号:18 (4): 046048-046048 被引量:37
标识
DOI:10.1088/1741-2552/abf97c
摘要

Abstract Objective . Transcranial photobiomodulation (tPBM) is a recently proposed non-invasive brain stimulation approach with various effects on the nervous system from the cells to the whole brain networks. Specially in the neural network level, tPBM can alter the topology and synchronizability of functional brain networks. However, the functional properties of the neural networks after tPBM are still poorly clarified. Approach . Here, we employed electroencephalography and different methods (conventional and spectral) in the graph theory analysis to track the significant effects of tPBM on the resting state brain networks. The non-parametric statistical analysis showed that just one short-term tPBM session over right medial frontal pole can significantly change both topological (i.e. clustering coefficient, global efficiency, local efficiency, eigenvector centrality) and dynamical (i.e. energy, largest eigenvalue, and entropy) features of resting state brain networks. Main results . The topological results revealed that tPBM can reduce local processing, centrality, and laterality. Furthermore, the increased centrality of central electrode was observed. Significance . These results suggested that tPBM can alter topology of resting state brain network to facilitate the neural information processing. On the other hand, the dynamical results showed that tPBM reduced stability of synchronizability and increased complexity in the resting state brain networks. These effects can be considered in association with the increased complexity of connectivity patterns among brain regions and the enhanced information propagation in the resting state brain networks. Overall, both topological and dynamical features of brain networks suggest that although tPBM decreases local processing (especially in the right hemisphere) and disrupts synchronizability of network, but it can increase the level of information transferring and processing in the brain network.
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