Disturbed resting state eeg synchronization in bipolar disorder: A graph-theoretic analysis
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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.
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In predictive coding terms, the connectivity differences in bipolar disorder might reflect inconsistent application of top-down constraints on emotional inference: sometimes too much (mania) and sometimes too little (depression).
“In predictive coding terms, this might reflect inconsistent application of top-down constraints on emotional inference: sometimes too much (leading to an inflated, unfettered mood in mania) and sometimes too little (leading to depressive pessimism) (69, 70).”
From Predictive coding and neurocomputational psychiatry: a mechanistic framework for understanding mental disorders (2026) · cites this paper as [70]
The Discussion (Synchronization in functional brain networks of BD; page unavailable) reports disrupted resting-state connectivity, and the Discussion (Symptom-related effects on functional network organization; page unavailable) links network alterations to greater depressive symptoms. The paper does not interpret these findings as excessive versus insufficient top-down constraints on emotional inference in mania and depression. (LLM, conf=0.86)
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Cites
Collective dynamics of ‘small-world’ networks
Watts, D. J., & Strogatz, S. H. (1998) · Nature · doi:10.1038/30918 · Cited by 43,060 · see citing works
A new depression scale designed to be sensitive to change
Montgomery, S. A., & Åsberg, M. (1979) · British Journal of Psychiatry · doi:10.1192/bjp.134.4.382 · Cited by 13,962 · see citing works
Complex brain networks: graph theoretical analysis of structural and functional systems
Bullmore, E., & Sporns, O. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2575 · Cited by 11,820 · see citing works
Self-citationComplex network measures of brain connectivity: Uses and interpretations
Rubinov, M., & Sporns, O. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.10.003 · Cited by 11,522 · see citing works
Self-citationComplex networks: structure and dynamics
BOCCALETTI, S., LATORA, V, MORENO, Y., CHAVEZ, M., & HWANG, D. (2006) · Physics Reports · doi:10.1016/j.physrep.2005.10.009 · Cited by 11,010 · see citing works
A Rating Scale for Mania: Reliability, Validity and Sensitivity
Young, R. C., Biggs, J. T., Ziegler, V. E., & Meyer, D. A. (1978) · British Journal of Psychiatry · doi:10.1192/bjp.133.5.429 · Cited by 8,744 · see citing works
Strogatz, S. H. (2001) · Nature · doi:10.1038/35065725 · Cited by 8,236 · see citing works
Wechsler Abbreviated Scale of Intelligence
Dumont, R., Willis, J. O., Veizel, K., & Zibulsky, J. (2014) · Wiley eBooks · doi:10.1002/9781118660584.ese2519 · Cited by 5,547 · see citing works
A new method for off-line removal of ocular artifact
Gratton, G., Coles, M. G. H., & Donchin, E. (1983) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(83)90135-9 · Cited by 5,055 · see citing works
Fisher, R. A. (1936) · BMJ · doi:10.1136/bmj.1.3923.554-a · Cited by 4,980 · see citing works
Finding community structure in networks using the eigenvectors of matrices
Newman, M. E. J. (2006) · Physical Review E · doi:10.1103/physreve.74.036104 · Cited by 4,799 · see citing works
Wechsler Abbreviated Scale of Intelligence
Wechsler, D. (1999) · PsycTESTS Dataset · doi:10.1037/t15170-000 · Cited by 4,681 · see citing works
Yatham, L. N., & Malhi, G. S. (2011) · Oxford University Press eBooks · doi:10.1093/med/9780199562305.001.0001 · Cited by 3,515 · see citing works
The Human Connectome: A Structural Description of the Human Brain
Sporns, O., Tononi, G., & Kötter, R. (2005) · PLoS Computational Biology · doi:10.1371/journal.pcbi.0010042 · Cited by 3,260 · see citing works
Self-citationNetwork-based statistic: identifying differences in brain networks
Zalesky, A., Fornito, A., & Bullmore, E. T. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.06.041 · Cited by 2,750 · see citing works
Bassett, D. S., & Bullmore, E. (2006) · The Neuroscientist · doi:10.1177/1073858406293182 · Cited by 2,600 · see citing works
Abnormal neural oscillations and synchrony in schizophrenia
Uhlhaas, P. J., & Singer, W. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2774 · Cited by 2,120 · see citing works
Stam, C. J., Nolte, G., & Daffertshofer, A. (2007) · Human Brain Mapping · doi:10.1002/hbm.20346 · Cited by 2,024 · see citing works
Vinck, M., Oostenveld, R., van Wingerden, M., Battaglia, F., & Pennartz, C. M. A. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.01.055 · Cited by 1,753 · see citing works
Frontal EEG asymmetry as a moderator and mediator of emotion
Coan, J. A., & Allen, J. J. B. (2004) · Biological Psychology · doi:10.1016/j.biopsycho.2004.03.002 · Cited by 1,426 · see citing works
Functional Connectivity and Brain Networks in Schizophrenia
Lynall, M.-E., Bassett, D. S., Kerwin, R., McKenna, P. J., Kitzbichler, M. G., Müller, U., & Bullmore, E. T. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.0333-10.2010 · Cited by 1,366 · see citing works
The Small World of the Cerebral Cortex
Sporns, O., & Zwi, J. D. (2004) · Neuroinformatics · doi:10.1385/ni:2:2:145 · Cited by 1,356 · see citing works
Self-citationSmall-World Networks and Functional Connectivity in Alzheimer's Disease
Stam, C. J., Jones, B. F., Nolte, G., Breakspear, M. J., & Scheltens, P. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhj127 · Cited by 1,265 · see citing works
Nunez, P. L., Srinivasan, R., Westdorp, A. F., Wijesinghe, R. S., Tucker, D. M., Silberstein, R. B., & Cadusch, P. J. (1997) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/s0013-4694(97)00066-7 · Cited by 1,230 · see citing works
Pfurtscheller, G., Stancák, A., & Neuper, C. (1996) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(96)00066-9 · Cited by 1,205 · see citing works
Comparing Brain Networks of Different Size and Connectivity Density Using Graph Theory
van Wijk, B. C. M., Stam, C. J., & Daffertshofer, A. (2010) · PLoS ONE · doi:10.1371/journal.pone.0013701 · Cited by 1,161 · see citing works
Network Analysis of Intrinsic Functional Brain Connectivity in Alzheimer's Disease
Supekar, K., Menon, V., Rubin, D., Musen, M., & Greicius, M. D. (2008) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000100 · Cited by 1,148 · see citing works
GABAergic Interneurons Implications for Understanding Schizophrenia and Bipolar Disorder
Benes, F. (2001) · Neuropsychopharmacology · doi:10.1016/s0893-133x(01)00225-1 · Cited by 1,082 · see citing works
Nonlinear multivariate analysis of neurophysiological signals
Pereda, E., Quiroga, R. Q., & Bhattacharya, J. (2005) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2005.10.003 · Cited by 1,066 · see citing works
He, Y., Chen, Z., & Evans, A. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.0141-08.2008 · Cited by 965 · see citing works
Disrupted brain connectivity networks in drug-naive, first-episode major depressive disorder
Zhang, J., Wang, J., Wu, Q., Kuang, W., Huang, X., He, Y., & Gong, Q. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.05.018 · Cited by 951 · see citing works
Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease
Stam, C. J., de Haan, W., Daffertshofer, A., Jones, B. F., Manshanden, I., van Walsum, A. M. V. C., Montez, T., Verbunt, J. P. A., de Munck, J. C., van Dijk, B. W., et al. (2008) · Brain · doi:10.1093/brain/awn262 · Cited by 896 · see citing works
Human brain networks in health and disease
Bassett, D. S., & Bullmore, E. T. (2009) · Current Opinion in Neurology · doi:10.1097/wco.0b013e32832d93dd · Cited by 894 · see citing works
The rises and falls of disconnection syndromes
Catani, M., & ffytche, D. H. (2005) · Brain · doi:10.1093/brain/awh622 · Cited by 863 · see citing works
On the strength of connectedness of a random graph
Erdös, P., & Rényi, A. (1964) · Acta Mathematica Academiae Scientiarum Hungaricae · doi:10.1007/bf02066689 · Cited by 794 · see citing works
Schizophrenia, neuroimaging and connectomics
Fornito, A., Zalesky, A., Pantelis, C., & Bullmore, E. T. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.12.090 · Cited by 716 · see citing works
van den Heuvel, M. P., Mandl, R. C. W., Stam, C. J., Kahn, R. S., & Pol, H. E. H. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.2874-10.2010 · Cited by 662 · see citing works
Stam, C. J., & van Dijk, B. W. (2002) · Physica D Nonlinear Phenomena · doi:10.1016/s0167-2789(01)00386-4 · Cited by 634 · see citing works
Brain Anatomical Network and Intelligence
Li, Y., Liu, Y., Li, J., Qin, W., Li, K., Yu, C., & Jiang, T. (2009) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000395 · Cited by 597 · see citing works
GABAergic dysfunction in mood disorders
Brambilla, P., Pérez, J., Barale, F., Schettini, G., & Soares, J. C. (2003) · Molecular Psychiatry · doi:10.1038/sj.mp.4001362 · Cited by 567 · see citing works
The functional neuroanatomy of bipolar disorder: a consensus model
Strakowski, S. M., Adler, C. M., Almeida, J., Altshuler, L. L., Blumberg, H. P., Chang, K., DelBello, M. P., Frangou, S., McIntosh, A. M., Phillips, M. L., et al. (2012) · Bipolar Disorders · doi:10.1111/j.1399-5618.2012.01022.x · Cited by 540 · see citing works
Lo, C. Z., Wang, P.-N., Chou, K., Wang, J., Yong He, A., & Lin, C. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.4136-10.2010 · Cited by 538 · see citing works
Meta-analysis, Database, and Meta-regression of 98 Structural Imaging Studies in Bipolar Disorder
Kempton, M. J., Geddes, J. R., Ettinger, U., Williams, S., & Grasby, P. M. (2008) · Archives of General Psychiatry · doi:10.1001/archpsyc.65.9.1017 · Cited by 533 · see citing works
Belmaker, R. H. (2004) · New England Journal of Medicine · doi:10.1056/nejmra035354 · Cited by 473 · see citing works
Sauseng, P., Klimesch, W., Doppelmayr, M. M., Pecherstorfer, T., Freunberger, R., & Hanslmayr, S. (2005) · Human Brain Mapping · doi:10.1002/hbm.20150 · Cited by 471 · see citing works
Cognitive effort drives workspace configuration of human brain functional networks
Kitzbichler, M. G., Henson, R. N. A., Smith, M. L., Nathan, P. J., & Bullmore, E. T. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.0440-11.2011 · Cited by 427 · see citing works
Beneyto, M., Kristiansen, L. V., Oni-Orisan, A., McCullumsmith, R. E., & Meador-Woodruff, J. H. (2007) · Neuropsychopharmacology · doi:10.1038/sj.npp.1301312 · Cited by 408 · see citing works
GABA and mood disorders: a brief review and hypothesis
Petty, F. (1995) · Journal of Affective Disorders · doi:10.1016/0165-0327(95)00025-i · Cited by 378 · see citing works
A tutorial in connectome analysis: Topological and spatial features of brain networks
Kaiser, M. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.05.025 · Cited by 371 · see citing works
EEG coherency II: experimental comparisons of multiple measures
Nunez, P. L., Silberstein, R. B., Shi, Z., Carpenter, M. R., Srinivasan, R., Tucker, D. M., Doran, S. M., Cadusch, P. J., & Wijesinghe, R. S. (1999) · Clinical Neurophysiology · doi:10.1016/s1388-2457(98)00043-1 · Cited by 316 · see citing works
EEG synchronization in mild cognitive impairment and Alzheimer's disease
Stam, C. J., van der Made, Y., Pijnenburg, Y. A. L., & Scheltens, P. (2003) · Acta Neurologica Scandinavica · doi:10.1034/j.1600-0404.2003.02067.x · Cited by 295 · see citing works
A review of brain oscillations in cognitive disorders and the role of neurotransmitters
Başar, E., & Güntekin, B. (2008) · Brain Research · doi:10.1016/j.brainres.2008.06.103 · Cited by 269 · see citing works
Endophenotypes in bipolar disorder
Lenox, R. H., Gould, T. D., & Manji, H. K. (2002) · American Journal of Medical Genetics · doi:10.1002/ajmg.10360 · Cited by 264 · see citing works
Global Prefrontal and Fronto-Amygdala Dysconnectivity in Bipolar I Disorder with Psychosis History
Anticevic, A., Brumbaugh, M. S., Winkler, A. M., Lombardo, L. E., Barrett, J., Corlett, P. R., Kober, H., Gruber, J., Repovs, G., Cole, M. W., et al. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.07.031 · Cited by 263 · see citing works
Connectivity differences in brain networks
Zalesky, A., Cocchi, L., Fornito, A., Murray, M. M., & Bullmore, E. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.01.068 · Cited by 260 · see citing works
Calhoun, V. D., Jing Sui （Beijing Normal University）， my correct affiliation is beijing normal university, N. Q. U. O. S. A. T., Kiehl, K. A., Turner, J. A., Allen, E. A., & Pearlson, G. D. (2012) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2011.00075 · Cited by 249 · see citing works
Network analysis of resting state EEG in the developing young brain: structure comes with maturation
Boersma, M., Smit, D. J. A., de Bie, H. M. A., Van Baal, G. C. M., Boomsma, D. I., de Geus, E. J. C., Delemarre‐van de Waal, H. A., & Stam, C. J. (2011) · Human Brain Mapping · doi:10.1002/hbm.21030 · Cited by 235 · see citing works
A meta-analysis of whole-brain diffusion tensor imaging studies in bipolar disorder
Vederine, F.-E., Wessa, M., Leboyer, M., & Houenou, J. (2011) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2011.05.009 · Cited by 218 · see citing works
Alexander‐Bloch, A. F., Lambiotte, R., Roberts, B., Giedd, J. N., Gogtay, N., & Bullmore, E. T. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.11.035 · Cited by 196 · see citing works
El-Badri, S. M., Ashton, C. H., Moore, P. B., Marsh, V. R., & Ferrier, I. N. (2001) · Bipolar Disorders · doi:10.1034/j.1399-5618.2001.030206.x · Cited by 186 · see citing works
Clementz, B. A., Sponheim, S. R., Iacono, W. G., & Beiser, M. (1994) · Psychophysiology · doi:10.1111/j.1469-8986.1994.tb01052.x · Cited by 185 · see citing works
Luck, S. J., Mathalon, D. H., O’Donnell, B. F., Hämäläinen, M., Spencer, K., Javitt, D. C., & Uhlhaas, P. J. (2010) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.09.021 · Cited by 182 · see citing works
Self-citationSynchronization likelihood with explicit time-frequency priors
Montez, T., Linkenkaer‐Hansen, K., van Dijk, B. W., & Stam, C. J. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.06.066 · Cited by 176 · see citing works
Uhlhaas, P. J., & Singer, W. (2011) · Schizophrenia Bulletin · doi:10.1093/schbul/sbr034 · Cited by 176 · see citing works
Nonlinear synchronization in EEG and whole‐head MEG recordings of healthy subjects
Stam, C. J., Breakspear, M., van Walsum, A. V. C., & van Dijk, B. W. (2003) · Human Brain Mapping · doi:10.1002/hbm.10106 · Cited by 174 · see citing works
Hall, S. D., Barnes, G. R., Furlong, P. L., Seri, S., & Hillebrand, A. (2009) · Human Brain Mapping · doi:10.1002/hbm.20889 · Cited by 162 · see citing works
Ponten, S. C., Douw, L., Bartoloméi, F., et al. (2009) · Experimental Neurology · doi:10.1016/j.expneurol.2009.02.001 · Cited by 159 · see citing works
Erra, R. G., Velázquez, J. L. P., Nenadovic, V., Wennberg, R. A., Senjanović, G., & Dominguez, L. G. (2005) · Neuroinformatics · doi:10.1385/ni:3:4:301 · Cited by 156 · see citing works
Impaired Inter-Hemispheric Integration in Bipolar Disorder Revealed with Brain Network Analyses
Leow, A., Ajilore, O., Zhan, L., Arienzo, D., GadElkarim, J., Zhang, A., Moody, T. D., Horn, J. D. V., Feusner, J. D., Kumar, A., et al. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.09.014 · Cited by 155 · see citing works
Altered sleep brain functional connectivity in acutely depressed patients
Leistedt, S., Coumans, N., Dumont, M., Lanquart, J., Stam, C. J., & Linkowski, P. (2008) · Human Brain Mapping · doi:10.1002/hbm.20662 · Cited by 147 · see citing works
Pfurtscheller, G., Stancak, J. A., & Neuper, C. (1996) · Journal of Physics Condensed Matter · Cited by 143 · see citing works
Reorganization of Functional Networks in Mild Cognitive Impairment
Buldú, J. M., Bajo, R., Maestú, F., Castellanos, N. P., Leyva, I., Gil, P., Sendiña–Nadal, I., Almendral, J. A., Nevado, Á., del Pozo, F., et al. (2011) · PLoS ONE · doi:10.1371/journal.pone.0019584 · Cited by 139 · see citing works
A phase synchrony measure for quantifying dynamic functional integration in the brain
Aviyente, S., Bernat, E. M., Evans, W. S., & Sponheim, S. R. (2010) · Human Brain Mapping · doi:10.1002/hbm.21000 · Cited by 116 · see citing works
Schoonheim, M. M., Geurts, J. J. G., Landi, D., Douw, L., van der Meer, M. L., Vrenken, H., Polman, C. H., Barkhof, F., & Stam, C. J. (2011) · Human Brain Mapping · doi:10.1002/hbm.21424 · Cited by 115 · see citing works
Doesburg, S. M., Kitajo, K., & Ward, L. M. (2005) · Neuroreport · doi:10.1097/00001756-200508010-00001 · Cited by 112 · see citing works
Benes, F. M., Todtenkopf, M. S., Logiotatos, P., & Williams, M. (2000) · Journal of Chemical Neuroanatomy · doi:10.1016/s0891-0618(00)00105-8 · Cited by 109 · see citing works
Variability of EEG synchronization during a working memory task in healthy subjects
Stam, C. J., van Walsum, A. V. C., & Micheloyannis, S. (2002) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(02)00041-7 · Cited by 106 · see citing works
Phase-Locking and Amplitude Modulations of EEG Alpha:
Herrmann, C. S., Senkowski, D., & Röttger, S. (2004) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169.51.4.311 · Cited by 104 · see citing works
Synchronization dynamics and evidence for a repertoire of network states in resting EEG
Betzel, R. F., Erickson, M. A., Abell, M., O’Donnell, B. F., Hetrick, W. P., & Sporns, O. (2012) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2012.00074 · Cited by 100 · see citing works
Self-citationZubieta, J., Huguelet, P., Ohl, L. E., Koeppe, R. A., Kilbourn, M. R., Carr, J. M., Giordani, B., & Frey, K. A. (2000) · American Journal of Psychiatry · doi:10.1176/appi.ajp.157.10.1619 · Cited by 93 · see citing works
Impaired Efficiency of Functional Networks Underlying Episodic Memory-for-Context in Schizophrenia
Wang, L. Y., Metzak, P. D., Honer, W. G., & Woodward, T. S. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.3514-10.2010 · Cited by 87 · see citing works
The empirical redefinition of the psychometric criteria for remission in bipolar disorder
Berk, M., Ng, F., Wang, W. V., Calabrese, J. R., Mitchell, P. B., Malhi, G. S., & Tohen, M. (2008) · Journal of Affective Disorders · doi:10.1016/j.jad.2007.06.011 · Cited by 85 · see citing works
Mindfulness based cognitive therapy improves frontal control in bipolar disorder: a pilot EEG study
Howells, F. M., Ives-Deliperi, V. L., Horn, N. R., & Stein, D. J. (2012) · BMC Psychiatry · doi:10.1186/1471-244x-12-15 · Cited by 84 · see citing works
Rass, O., Krishnan, G. P., Brenner, C. A., Hetrick, W. P., Merrill, C. C., Shekhar, A., & O’Donnell, B. F. (2010) · Bipolar Disorders · doi:10.1111/j.1399-5618.2010.00871.x · Cited by 82 · see citing works
Self-citationGABAergic dysfunction in mood disorders
Brambilla, P., Perez, J., Barale, F., Schettini, G., & Soares, J. C. (2003) · Molecular Psychiatry · doi:10.1038/sj.mp.4001395 · Cited by 73 · see citing works
A review of EEG and ERP studies in bipolar disorder
Degabriele, R., & Lagopoulos, J. (2009) · Acta Neuropsychiatrica · doi:10.1111/j.1601-5215.2009.00359.x · Cited by 60 · see citing works
Brain structural and functional correlates of resilience to Bipolar Disorder
Frangou, S. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2011.00184 · Cited by 58 · see citing works
Local and remote functional connectivity of neocortex under the inhibition influence
Fingelkurts, A. A., Fingelkurts, A. A., Kivisaari, R., Pekkonen, E., Ilmoniemi, R. J., & Kähkönen, S. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.03.013 · Cited by 53 · see citing works
Neuroimaging biomarkers in bipolar disorder
Houenou, J. (2012) · Frontiers in Bioscience-Elite · doi:10.2741/e402 · Cited by 53 · see citing works
Ahveninen, J., Lin, F., Kivisaari, R., et al. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.12.033 · Cited by 48 · see citing works
Neuroimaging biomarkers in bipolar disorder
Houenou, J. (2011) · Frontiers in Bioscience-Elite · doi:10.2741/402 · Cited by 40 · see citing works
Shiah, I., Yatham, L. N., Lam, R. W. M., et al. (1998) · Neuropsychobiology · doi:10.1159/000026510 · Cited by 29 · see citing works
Can Brain Rhythms Inform on Underlying Pathology in Schizophrenia?
Whittington, M. A. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.02.007 · Cited by 16 · see citing works
Effects of anticonvulsants on the electroencephalogram.
Montagu, J. D., & Rudolf, N. D. M. (1983) · Archives of Disease in Childhood · doi:10.1136/adc.58.4.241 · Cited by 8 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- First M.B. Spitzer R.I. Gibbon M. Williams J.B.W. Structured Clinical Interview for DSM-IV Axis I Disorders, Research Version, Non-Patient Edition (SCID-I/NP) 2002 New York State Psychiatric Institute New York
Cited by
Sorted by citations
Breathing as a fundamental rhythm of brain function.
Heck, D. H., McAfee, S. S., Liu, Y., Babajani-Feremi, A., Rezaie, R., Freeman, W. J., Wheless, J. W., Papanicolaou, A. C., Ruszinkó, M., Sokolov, Y., et al. (2017) · Frontiers in Neural Circuits · doi:10.3389/fncir.2016.00115 · Cited by 272 · see citing works
Wang, Y., Wang, J., Jia, Y., Zhong, S., Zhong, M., Sun, Y., Niu, M., Zhao, L., Zhao, L., Pan, J., et al. (2017) · Translational Psychiatry · doi:10.1038/tp.2017.117 · Cited by 133 · see citing works
Čukić, M., Stokić, M., Simić, S., & Pokrajac, D. (2020) · Cognitive Neurodynamics · doi:10.1007/s11571-020-09581-x · Cited by 130 · see citing works
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Kamarajan, C. (2015) · Alcohol Research: Current Reviews · doi:10.35946/arcr.v37.1.05 · Cited by 72 · see citing works
Čukić, M., López, V., & Pavón, J. (2020) · Journal of Medical Internet Research · doi:10.2196/19548 · Cited by 45 · see citing works
Shaw, A. D., Sumner, R. L., & Berndt, L. C. S. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1713833 · Cited by 9 · see citing works
- Authors
- Kim, D.-J., Bolbecker, A. R., Howell, J., Rass, O., Sporns, O., Hetrick, W. P., Breier, A., & O'Donnell, B. F.
- Affiliations
- Indiana University Bloomington (US)
- Corresponding author
- Kim, Dae-Jin
- Venue
- NeuroImage Clinical
- Publisher
- Elsevier BV
- Published
- 2013
- Volume
- 2
- Pages
- 414-423
- ISSN
- 2213-1582 (ISSN-L)
- PMC
- PMC3777715
- OpenAlex
- W2007493331
- Cited by
- 141
- References
- 94
- Citations by year
- 2026: 6 · 2025: 3 · 2024: 8 · 2023: 10 · 2022: 14 · 2021: 13 · 2020: 21 · 2019: 12 · 2018: 9 · 2017: 11 · 2016: 10 · 2015: 14 · 2014: 8 · 2013: 1
- FWCI
- 6.01
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- NeuroImage Clinical (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- IUScholarWorks (Indiana University) (submittedVersion, cc-by)
- Funders
- JS McDonnell Foundation (OS)
- NIMH (RO1 MH62150, R21 MH071876, R21 MH091774, R01 MH074983)
- NIDA (DA024628-01)
- Office of the Vice Provost of Research at Indiana University Bloomington
- Faculty Research Support Program
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Health Sciences › Medicine › Psychiatry and Mental health › Bipolar Disorder and Treatment
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Keywords
- bipolar disorder, resting-state EEG, neuronal synchronization, functional connectivity, synchronization likelihood, graph analysis, small-world network properties, clustering coefficient, global efficiency, average path length, alpha band, depression, brain networks
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