Graphic patterns of cortical functional connectivity of depressed patients on the basis of EEG measurements

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 1419-1422

  Sun, Yu ^a   Hu, Sijung ^b   Chambers, Jonathon ^b   Zhu, Yisheng ^a   Tong, Shanbao ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b LOUGHBOROUGH UNIVERSITY   (United Kingdom)

Author keywords

waves; Depression; electroencephalogram; partial directed coherence; small world network

Indexed keywords

BRAIN NETWORKS; CLUSTERING COEFFICIENT; CONTROL GROUPS; CORTICAL NETWORK; DEPRESSION; ELECTROENCEPHALOGRAM; FRONTAL LOBES; FUNCTIONAL CONNECTIVITY; IN-DEGREE; LEFT HEMISPHERE; MULTICHANNEL EEG; PARTIAL DIRECTED COHERENCE; PATH LENGTH; SMALL WORLD NETWORKS; SYMMETRIC PATTERNS; UNWEIGHTED GRAPHS;

ELECTROENCEPHALOGRAPHY;

GRAPH THEORY;

ADULT; ALGORITHM; ARTICLE; BIOLOGICAL MODEL; BRAIN; BRAIN MAPPING; COMPUTER SIMULATION; DEPRESSION; ELECTROENCEPHALOGRAPHY; FEMALE; HUMAN; MALE; METHODOLOGY; NERVE CELL NETWORK; PATHOPHYSIOLOGY;

ADULT; ALGORITHMS; BRAIN; BRAIN MAPPING; COMPUTER SIMULATION; DEPRESSION; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; MODELS, NEUROLOGICAL; NERVE NET;

EID: 84862251994     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6090334     Document Type: Conference Paper

References (24)

1. J. B. Henriques, and R. J. Davidson, "Left Frontal Hypoactivation in Depression," J. Abnorm. Psychol., vol. 100, no. 4, pp. 535-45, Nov., 1991.
2. R. J. Davidson, "Anterior electrophysiological asymmetries, emotion, and depression: conceptual and methodological conundrums," Psychophysiology, vol. 35, no. 5, pp. 607-14, Sep., 1998.
3. R. J. Koek, B. I. Yerevanian, K. H. Tachiki et al., "Hemispheric asymmetry in depression and mania. A longitudinal QEEG study in bipolar disorder," J. Affect. Disord., vol. 53, no. 2, pp. 109-22, May, 1999.
4. K. E. Stephan, J. J. Riera, G. Deco et al., "The Brain Connectivity Workshops: moving the frontiers of computational systems neuroscience," Neuroimage, vol. 42, no. 1, pp. 1-9, Aug., 2008.
5. E. Pereda, R. Q. Quiroga, and J. Bhattacharya, "Nonlinear multivariate analysis of neurophysiological signals," Prog. Neurobiol., vol. 77, no. 1-2, pp. 1-37, Sep.-Oct., 2005.
6. C. W. J. Granger, "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, vol. 37, no. 3, pp. 424-38, 1969.
7. L. A. Baccala, and K. Sameshima, "Partial directed coherence: a new concept in neural structure determination," Biol. Cybern., vol. 84, no. 6, pp. 463-74, Jun., 2001.
8. Y. Sun, Y. J. Li, Y. S. Zhu et al., "Electroencephalographic differences between depressed and control subjects: An aspect of interdependence analysis," Brain Res. Bull., vol. 76, no. 6, pp. 559-64, Aug., 2008.
9. S. J. Leistedt, N. Coumans, M. Dumont et al., "Altered sleep brain functional connectivity in acutely depressed patients," Hum. Brain Mapp., vol. 30, no. 7, pp. 2207-19, Jul., 2009.
10. E. Bullmore, and O. Sporns, "Complex brain networks: graph theoretical analysis of structural and functional systems," Nat. Rev. Neurosci., vol. 10, no. 3, pp. 186-98, Mar., 2009.
11. S. Boccaletti, V. Latora, Y. Moreno et al., "Complex networks: Structure and dynamics," Phys. Rep., vol. 424, no. 4-5, pp. 175-308, 2006.
12. D. J. Watts, and S. H. Strogatz, "Collective dynamics of 'smallworld' networks," Nature, vol. 393, no. 6684, pp. 440-2, Jun., 1998.
13. V. Latora, and M. Marchiori, "Efficient behavior of small-world networks," Phys. Rev. Lett., vol. 87, no. 19, pp. 198701, Nov., 2001.
14. C. J. Stam, W. de Haan, A. Daffertshofer et al., "Graph theoretical analysis of magnetoencephalographic functional connectivity in Alzheimer's disease," Brain, vol. 132, no. Pt 1, pp. 213-24, Jan., 2009.
15. B. Schelter, M. Winterhalder, M. Eichler et al., "Testing for directed influences among neural signals using partial directed coherence," J. Neurosci. Meth., vol. 152, no. 1-2, pp. 210-19, Apr., 2006.
16. F. De Vico Fallani, L. Astolfi, F. Cincotti et al., "Cortical functional connectivity networks in normal and spinal cord injured patients: Evaluation by graph analysis," Hum. Brain Mapp., vol. 28, no. 12, pp. 1334-46, Dec., 2007.
17. G. Fagiolo, "Clustering in complex directed networks," Phys. Rev. E, vol. 76, no. 2 Pt 2, pp. 026107, Aug., 2007.
18. G. Rajkowska, J. J. Miguel-Hidalgo, J. R. Wei et al., "Morphometric evidence for neuronal and glial prefrontal cell pathology in major depression," Biol. Psychiat., vol. 45, no. 9, pp. 1085-98, May, 1999.
19. W. C. Drevets, "Neuroimaging and neuropathological studies of depression: implications for the cognitive-emotional features of mood disorders," Curr. Opin. Neurobiol., vol. 11, no. 2, pp. 240-9, Apr., 2001.
20. J. A. Coan, and J. J. Allen, "Frontal EEG asymmetry as a moderator and mediator of emotion," Biol. Psychol., vol. 67, no. 1-2, pp. 7-49, Oct., 2004.
21. S. A. Reid, L. M. Duke, and J. J. Allen, "Resting frontal electroencephalographic asymmetry in depression: inconsistencies suggest the need to identify mediating factors," Psychophysiology, vol. 35, no. 4, pp. 389-404, Jul., 1998.
22. W. J. Freeman, "Neurodynamic models of brain in psychiatry," Neuropsychopharmacology, vol. 28 Suppl 1, pp. S54-63, Jul., 2003.
23. P. Silberstein, A. Pogosyan, A. A. Kuhn et al., "Cortico-cortical coupling in Parkinson's disease and its modulation by therapy," Brain, vol. 128, no. Pt 6, pp. 1277-91, Jun., 2005.
24. M. Rubinov, S. A. Knock, C. J. Stam et al., "Small-world properties of nonlinear brain activity in schizophrenia," Hum. Brain Mapp., vol. 30, no. 2, pp. 403-16, Feb., 2009.