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

被引:104
作者
Kim, Dae-Jin [1 ]
Bolbecker, Amanda R. [1 ,2 ,3 ]
Howell, Josselyn [1 ]
Rass, Olga [1 ]
Sporns, Olaf [1 ]
Hetrick, William P. [1 ,2 ,3 ]
Breier, Alan [1 ,2 ,3 ]
O'Donnell, Brian F. [1 ,2 ,3 ]
机构
[1] Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN 47405 USA
[2] Indiana Univ Sch Med, Dept Psychiat, Indianapolis, IN 46202 USA
[3] Larue D Carter Mem Hosp, Indianapolis, IN 46222 USA
关键词
Bipolar disorder; Electroencephalogram; Synchronization likelihood; Graph theory; Functional connectivity; Resting state; SCALE CORTICAL NETWORKS; FUNCTIONAL CONNECTIVITY; BRAIN NETWORKS; SMALL-WORLD; PHASE-SYNCHRONIZATION; VOLUME-CONDUCTION; I DISORDER; SCHIZOPHRENIA; ALPHA; OSCILLATIONS;
D O I
10.1016/j.nicl.2013.03.007
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
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 (delta, theta, alpha, beta, and gamma). 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. (C) 2013 The Authors. Published by Elsevier Inc.
引用
收藏
页码:414 / 423
页数:10
相关论文
共 90 条
[1]   MRI-constrained spectral imaging of benzodiazepine modulation of spontaneous neuromagnetic activity in human cortex [J].
Ahveninen, Jyrki ;
Lin, Fa-Hsuan ;
Kivisaari, Reetta ;
Autti, Taina ;
Hamalainen, Matti ;
Stufflebeam, Steven ;
Belliveau, John W. ;
Kahkonen, Seppo .
NEUROIMAGE, 2007, 35 (02) :577-582
[2]   The discovery of population differences in network community structure: New methods and applications to brain functional networks in schizophrenia [J].
Alexander-Bloch, Aaron ;
Lambiotte, Renaud ;
Roberts, Ben ;
Giedd, Jay ;
Gogtay, Nitin ;
Bullmore, Edward T. .
NEUROIMAGE, 2012, 59 (04) :3889-3900
[3]  
[Anonymous], 2002, STRUCTURED CLIN INTE
[4]   Global Prefrontal and Fronto-Amygdala Dysconnectivity in Bipolar I Disorder with Psychosis History [J].
Anticevic, Alan ;
Brumbaugh, Margaret S. ;
Winkler, Anderson M. ;
Lombardo, Lauren E. ;
Barrett, Jennifer ;
Corlett, Phillip R. ;
Kober, Hedy ;
Gruber, June ;
Repovs, Grega ;
Cole, Michael W. ;
Krystal, John H. ;
Pearlson, Godfrey D. ;
Glahn, David C. .
BIOLOGICAL PSYCHIATRY, 2013, 73 (06) :565-573
[5]   A Phase Synchrony Measure for Quantifying Dynamic Functional Integration in the Brain [J].
Aviyente, Selin ;
Bernat, Edward M. ;
Evans, Westley S. ;
Sponheim, Scott R. .
HUMAN BRAIN MAPPING, 2011, 32 (01) :80-93
[6]   A review of brain oscillations in cognitive disorders and the role of neurotransmitters [J].
Basar, Erol ;
Guntekin, Bahar .
BRAIN RESEARCH, 2008, 1235 :172-193
[7]   Human brain networks in health and disease [J].
Bassett, Danielle S. ;
Bullmore, Edward T. .
CURRENT OPINION IN NEUROLOGY, 2009, 22 (04) :340-347
[8]   Small-world brain networks [J].
Bassett, Danielle Smith ;
Bullmore, Edward T. .
NEUROSCIENTIST, 2006, 12 (06) :512-523
[9]   Medical progress: Bipolar disorder [J].
Belmaker, RH .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 351 (05) :476-486
[10]   GABAergic interneurons: Implications for understanding schizophrenia and bipolar disorder [J].
Benes, FM ;
Berretta, S .
NEUROPSYCHOPHARMACOLOGY, 2001, 25 (01) :1-27