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Disturbed resting state EEG synchronization in bipolar disorder: A graph-theoretic analysis

机译:双相情感障碍的静息状态脑电图同步:图论分析

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Disruption of functional connectivity may be a key feature of bipolar disorder (BD) which reflects disturbances of synchronization and oscillations within brain networks. We investigated whether the resting electroencephalogram (EEG) in patients with BD showed altered synchronization or network properties. Resting-state EEG was recorded in 57 BD type-I patients and 87 healthy control subjects. Functional connectivity between pairs of EEG channels was measured using synchronization likelihood (SL) for 5 frequency bands ( δ , θ , α , β , and γ ). Graph-theoretic analysis was applied to SL over the electrode array to assess network properties. BD patients showed a decrease of mean synchronization in the alpha band, and the decreases were greatest in fronto-central and centro-parietal connections. In addition, the clustering coefficient and global efficiency were decreased in BD patients, whereas the characteristic path length increased. We also found that the normalized characteristic path length and small-worldness were significantly correlated with depression scores in BD patients. These results suggest that BD patients show impaired neural synchronization at rest and a disruption of resting-state functional connectivity. Highlights ? Global synchronization of BD patients was reduced in the alpha-band at resting. ? De-synchronized connectivity was localized in fronto-centro-parietal connections. ? Global topology of BD had decreased network clustering and increased path length. ? BD showed the less efficient network processing. ? Network characteristics of BD patients were associated with depression severity.
机译:功能连接性的破坏可能是双相情感障碍(BD)的关键特征,它反映了大脑网络内同步和振荡的干扰。我们调查了BD患者的静息脑电图(EEG)是否显示改变的同步性或网络特性。在57例BD I型患者和87例健康对照者中记录了静息状态的EEG。使用5个频带(δ,θ,α,β和γ)的同步似然(SL)来测量EEG通道对之间的功能连通性。图论分析应用于电极阵列上的SL,以评估网络性能。 BD患者在α波段显示平均同步下降,并且下降的幅度最大,在额中-中央和顶-顶壁连接中。此外,BD患者的聚类系数和整体效率降低,而特征路径长度增加。我们还发现,归一化的特征路径长度和小虚度与BD患者的抑郁评分显着相关。这些结果表明,BD患者在休息时显示出神经同步受损,并且在休息状态下的功能连接受到破坏。强调 ?在休息时,BD患者的总体同步性在α波段降低。 ?去同步的连接位于额中央-顶-顶连接中。 ? BD的全局拓扑减少了网络群集,并增加了路径长度。 ? BD显示网络处理效率较低。 ? BD患者的网络特征与抑郁严重程度有关。

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