NeuroImage Clinical · 2013 · 144 citations · 62 references
Life SciencesNeurosciencePsychiatryBiological PsychologyClinical NeuroscienceSystems NeuroscienceBrain ConnectivityBrain Network AnalysisElectroencephalographyFunctional ConnectivityGraph TheoryNeural OscillationsFunctional Brain ConnectivityFunctional Brain NetworksFunctional Connectivity AssessmentGlobal EfficiencyGraph Theory AnalysisGraph-theoretic Network AnalysisResting-state ConnectivityResting-state Eeg
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.
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Collective dynamics of ‘small-world’ networks
Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations
Complex network measures of brain connectivity: Uses and interpretations
Mikail Rubinov, Olaf Sporns · NeuroImage · 2009 · 12K citations
Complex networks: Structure and dynamics
Stefano Boccaletti, Vito Latora, Yamir Moreno et al. · Physics Reports · 2006 · 11K citations
A Rating Scale for Mania: Reliability, Validity and Sensitivity
Robert C. Young, John T. Biggs, Vincent E. Ziegler et al. · The British Journal of Psychiatry · 1978 · 8.7K citations
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