Neural complexity in patients with poststroke depression: A resting EEG study

Journal of Affective Disorders

Volumn 188, Issue , 2015, Pages 310-318

  Zhang, Ying ^a   Wang, Chunfang ^a,b   Sun, Changcheng ^a   Zhang, Xi ^b   Wang, Yongjun ^a   Qi, Hongzhi ^b   He, Feng ^b   Zhao, Xin ^b   Wan, Baikun ^b   Du, Jingang ^a   Ming, Dong ^b  

^a Tianjin Research Center of Basic Medical Science   (China)

^b TIANJIN UNIVERSITY   (China)

Author keywords

EEG; Lempel Ziv Complexity (LZC); Neural complexity; Poststroke depression (PSD)

Indexed keywords

ADULT; ARTICLE; BRAIN REGION; CEREBROVASCULAR ACCIDENT; CLINICAL ARTICLE; CONTROLLED STUDY; DEPRESSION; DISEASE SEVERITY; ELECTROENCEPHALOGRAM; ELECTROENCEPHALOGRAPH ELECTRODE; FEMALE; HUMAN; MALE; MIDDLE AGED; POSTSTROKE DEPRESSION; PRIORITY JOURNAL; SLOW BRAIN WAVE; SYMPTOMATOLOGY; BRAIN; CASE CONTROL STUDY; COMPLICATION; ELECTROENCEPHALOGRAPHY; PATHOPHYSIOLOGY; PHYSIOLOGY; RECEIVER OPERATING CHARACTERISTIC; REST; STATISTICAL MODEL;

BRAIN; CASE-CONTROL STUDIES; DEPRESSION; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; MIDDLE AGED; MODELS, STATISTICAL; REST; ROC CURVE; STROKE;

EID: 84942248431     PISSN: 01650327     EISSN: 15732517     Source Type: Journal    
DOI: 10.1016/j.jad.2015.09.017     Document Type: Article

References (67)

1. D. Abásolo, R. Hornero, C. Gómez, M. García, and M. López Analysis of EEG background activity in Alzheimer's disease patients with Lempel-Ziv complexity and central tendency measure Med. Eng. Phys. 28 2006 315 322
2. I. Aben, E. Verhey, R. Lousberg, J. Lodder, and A. Honig Validity of the Beck Depression Inventory, Hospital Anxiety and Depression Scale, SCI-90 and Hamilton Depression Rating Scale as screening instruments for depression in stroke patients Psychosomatics 43 2002 386 393
3. M. Aboy, R. Hornero, D. Abásolo, and D. Álvarez Interpretation of the Lempel-Ziv Complexity measure in the context of biomedical signal analysis IEEE Trans. Biomed. Eng. 53 2006 2282 2288
4. B. Agrell, and O. Dehlin Comparison of six depression rationg scales in geriatric stroke patients Stroke 20 1989 1190 1194
5. G.S. Alexopoulos, B.S. Meyers, R.C. Young, S. Campbell, D. Silbersweig, and M. Charlson Clinically defined vascular depression Am. J. Psychiatry 154 1997 562 565
6. G.S. Alexopoulos, B.S. Meyers, R.C. Young, S. Campbell, D. Silbersweig, and M. Charlson "Vascular depression" hypothesis Arch. Gen. Psychiatry 54 1997 915 922
7. American Electroencephalographic Society Guideline thirteen: guidelines for standard electrode position nomenclature J. Clin. Neurophysiol. 11 1994 111 113
8. American Psychiatric Association Diagnostic and Statistical Manual of Mental Disorders (DSM-IV) 4th ed. 1994 American Psychiatric Association Washington, DC
9. P. Angelelli, S. Paolucci, U. Bivona, L. Piccardi, P. Ciurli, A. Cantagallo, G. Antonucci, L. Fasotti, A. Di Santantonio, M.G. Grasso, and L. Pizzamiglio Development of neuropsychiatric symptoms in poststroke patients: a cross-sectional study Acta Psychiatr. Scand. 110 2004 55 63
10. B. Bahrami, R. Seyedsadjadi, B. Babadi, and M. Noroozian Brain complexity increase in mania Neuroreport 16 2005 187 191
11. B.E. Benson, M.K. Willis, T.A. Ketter, A. Speer, T.A. Kimbrell, P. Herscovitch, M.S. George, and R.M. Post Differential abnormalities of functional connectivity of the amygdala and hippocampus in unipolar and bipolar affective disorders J. Affect. Disord. 168 2014 243 253
12. A. Carvalho, H. Moraes, H. Silveira, P. Ribeiro, R.A.M. Piedade, A.C. Deslandes, J. Laks, and M. Versiani EEG frontal asymmetry in the depressed and remitted elderly: Is it related to the trait or to the state of depression? J. Affect. Disord. 129 2011 143 148
13. M. Costa, A.I. Goldberger, and C.K. Peng Multiscale entropy analysis of biological signals Phys. Rev. E Stat. Nonlin. Soft Matter Phys. 71 2005 021906
14. R.M. Dafer, M. Rao, A. Shareef, and A. Sharma Poststroke depression Top Stroke Rehabil. 15 2008 13 21
15. J. Dauwels, F. Vialatte, and A. Cichocki Diagnosis of Alzheimer's disease from EEG signals: where are we standing? Curr. Alzheimer Res. 7 2010 487 505
16. J.C. De Groot, F.E. de Leeuw, M. Oudkerk, A. Hofman, J. Jolles, and M.M. Breteler Cerebral white matter lesions and depressive symptoms in elderly adults Arch. Gen. Psychiatry 57 2000 1071 1076
17. R. Ferenets, T. Lipping, A. Anier, V. Jantti, S. Melto, and S. Hovilehto Comparison of entropy and complexity measures for the assessment of depth of sedation IEEE Trans. Biomed. Eng. 53 2006 1067 1077
18. A. Fernandez, J. Quintero, R. Hornero, P. Zuluaga, M. Navas, C. Gómez, J. Escudero, N. García-Campos, J. Biederman, and T. Ortiz Complexity analysis of spontaneous brain activity in attention-deficit/hyperactivity disorder: diagnostic implications. Bilo Psychiatry 65 2009 571 577
19. P. Flor-Henry, J.C. Lind, and Z.J. Koles A source-imaging (low-resolution electromagnetic tomography) study of the EEGs from unmedicated males with depression Psychiatry Res. 130 2004 191 207
20. L.C. Foland-Ross, J.O. Brooks III, J. Mintz, G. Bartzokis, J. Townsend, P.M. Thompson, and L.L. Altshuler Mood-state effects on amygdala volume in bipolar disorder J. Affect. Disord. 139 2012 298 301
21. J. Fachner, C. Gold, and J. Erkkilä Music therapy modulates fronto-temporal activity in rest-EEG in depressed clients Brain Topogr. 26 2013 338 354
22. J.M. Gaete, and J. Bogousslavsky Post-stroke depression Expert Rev. Neurother. 8 2008 75 92
23. M. Garcia-Toro, J.M. Montes, and J.A. Talavera Functional cerebral asymmetry in affective disorders: new facts contributed by transcranial magnetic stimulation J. Affect. Disord. 66 2001 103 109
24. C. Gold, J. Fachner, and J. Erkkilä Validity and reliability of electroencephalographic frontal alpha asymmetry and frontal midline theta as biomarkers for depression Scand. J. Psychol. 54 2013 118 126
25. M. Hamilton A rating scale for depression J. Neurol. Neurosurg. Psychiatry 23 1960 56 62
26. H. Hinrikus, A. Suhhova, M. Bachmann, K. Aadamsoo, U. Võhma, J. Lass, and V. Tuulik Electroencephalographic spectral asymmetry index for detection of depression Med. Biol. Eng. Comput. 47 2009 1291 1299
27. A.F. Iznak, E.V. Iznak, and S.A. Sorokin Changes in EEG and reaction times during the treatment of apathetic depression Neurosci. Behav. Physiol. 43 2013 79 83
28. J. Jeong Nonlinear dynamics of EEG in Alzheimer's disease Drug Dev. Res. 56 2002 57 66
29. H.J. Kang, R. Stewart, J.M. Kim, J.E. Jang, S.Y. Kim, K.Y. Bae, S.W. Kim, I.S. Shin, M.S. Park, K.H. Cho, and J.S. Yoon Comparative validity of depression assessment scales for screening poststroke depression J. Affect. Disord. 147 2013 186 191
30. M. Kimura, K. Shimoda, T. Mori, A. Tateno, M. Hada, and H. Suzuki Changes in regional cerebral blood flow on recovery from depression-comparison of vascular depression and non-vascular depression Int. Congr. Ser. 1232 2002 757 761
31. V. Knott, C. Mahoney, S. Kennedy, and K. Evans EEG power, frequency, asymmetry and coherence in male depression Psychiatry Res. 106 2001 123 140
32. J.S. Lee, B.H. Yang, J.H. Lee, J.H. Choi, I.G. Choi, and S.B. Kim Detrended fluctuation analysis of resting EEG in depressed outpatients and healthy controls Clin. Neurophysiol. 118 2007 2489 2496
33. T.W. Lee, Y.W.Y. Yu, M.C. Chen, and T.J. Chen Cortical mechanisms of the symptomatology in major depressive disorder: a resting EEG study J. Affect. Disord. 131 2011 243 250
34. A. Lempel, and J. Ziv On the complexity of finite sequences IEEE Trans. Inf. Theor. 22 1976 75 81
35. Y. Li, S. Tong, D. Liu, Y. Gai, X. Wang, J. Wang, Y. Qiu, and Y. Zhu Abnormal EEG complexity in patients with schizophrenia and depression Clin. Neurophysiol. 119 2008 1232 1241
36. J.F. Lubar, M. Congedo, and J.H. Askew Low-resolution electromagnetic tomography (LORETA) of cerebral activity in chronic depressive disorder Int. J. Psychophysiol. 49 2003 175 185
37. D. Mathersul, L.M. Williams, P.J. HopKinson, and A.H. Kemp Investigating models of affect: relationships among EEG alpha asymmetry, depression, and anxiety Emotion 8 2008 560 572
38. Méndez, M.A., Zuluaga, P., Hornero, R., Gómez, C., Escudero, J., Rodríguez-Palancas, A., Ortiz, T., Fernández, A., 2012. Complexity analysis of spontaneous brain activity: effects of depression and antidepressant treatment. Journal of Psychopharmacology. 26, 636-643.
39. E. Motomura, K. Inui, S. Nakase, K. Hamanaka, and Y. Okazaki Late-onset depression: can EEG abnormalities help in clinical sub-typing? J. Affect. Disord. 68 2002 73 79
40. K. Nagata, K. Tagawa, S. Hiroi, F. Shishido, and K. Uemura Electroencephalographic correlates of blood flow and oxygenmetabolism provided by positron emission tomography in patients with cerebral infarctions Electroencephalography 72 1989 16 30
41. S.L. Naismith, L.M. Norrie, L. Mowszowski, and I.B. Hickie The neurobiology of depression in later-life: Clinical, neuropsychological, neuroimaging and pathophysiological features Prog. Neurobiol. 98 2012 99 143
42. R. Okazaki, T. Takahashi, K. Ueno, K. Takahashi, M. Higashima, and Y. Wada Effects of electroconvulsive therapy on neural complexity in patients with depression: report of three cases J. Affect. Disord. 150 2013 389 392
43. J.H. Park, S. Kim, C.H. Kim, A. Cichocki, and K. Kim Multiscale entropy analysis of EEG from patients under different pathological conditions Fractals 15 2007 399 404
44. I. Pezard., J.I. Nandrinl., B. Renault., F. Massioui., J.F. Allilaire., J. Muller., F.J. Varela., and J. Martinerie. Depression as a dynamical disease Biol. Psychiatry 39 1996 991 999
45. S.M. Pincus Approximate entropy as a measure of system complexity Proc. Natl. Acad. Sci. USA 88 1991 2297 2301
46. V.E. Pollock, and L.S. Schneider Quantitative, waking EEG research on depression Biol. Psychiatry 27 1990 757 780
47. 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 35 1998 389 404
48. P.S. Sachdev, X. Chen, A. Joscelyne, W. Wen, and H. Brodaty Amygdala in stroke/transient ischemic attack patients and its relationship to cognitive impairment and psychopathology: the Sydney Stroke Study Am. J. Geriatr. Psychiatry 15 2007 487 496
49. K. Salter, S.K. Bhogal, N. Foley, J. Jutai, and R. Teasell The assessment of poststroke depression Topics Stroke Rehabil. 14 2007 1 24
50. A. Schnitzler, and J. Gross Normal and pathological oscillatory communication in the brain Nat. Rev. Neurosci. 6 2005 285 296
51. Sporns, O., Tononi, G., Edelman, G.M., 2000. Connectivity and complexity: the relationship between neuroanatomy and brain dynamics. Neural Netw.13, 909-922.
52. Sporns, O., 2011. The human connectome: a complex network. Ann N Y Acad Sci. 1224, 109-125.
53. C.J. Stam Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field Clin. Neurophysiol. 116 2005 2266 2301
54. D.C. Steffens, K.R. Krishnan, C. Crump, and G.L. Burke Cerebrovascular desease and evolution of depressive symptoms in the cardiovascular health study Stroke 33 2002 1636 1644
55. J.L. Stewart, J.A. Coan, D.N. Towers, and J.J.B. Allen Frontal EEG asymmetry during emotional challenge differentiates individuals with and without lifetime major depressive disorder J. Affect. Disord. 129 2011 167 174
56. R. Tadayonnejad, S. Yang, A. Kumar, and O. Ajilore Clinical, cognitive, and functional connectivity correlations of resting-state intrinsic brain activity alterations in unmedicated depression J. Affect. Disord. 172 2015 241 250
57. T. Takahashi Complexity of spontaneous brain activity in mental disorders Prog. Neuro-Psychopharmacol. Biol. Psychiatry 45 2013 258 266
58. T. Takahashi, R.Y. Cho, T. Mizuno, M. Kikuchi, T. Murata, K. Takahashi, and Y. Wada Antipsychotics reverse abnormal EEG complexity in drug-native schizophrenia: a multiscale entropy analysis Neuroimage 51 2010 173 182
59. C. Tas, M. Cebi, O. Tan, G. Hizli-Sayar, N. Tarhan, and E.C. Brown EEG power, cordance and coherence differences between unipolar and bipolar depression J. Affect. Disord. 172 2015 184 190
60. W.D. Taylor, J.R. MacFall, D.C. Steffens, M.E. Payne, J.M. Provenzale, and K.R. Krishnan Localization of age-associated white matter hyperintensities in late-life depression Prog. Neuropsy. Chopharmacol. Biol. Psychiatry 27 2003 539 544
61. N. Thomasson, L. Pezard, P. Boyer, B. Renault, and J. Martinerie Nonlinear EEG changes associated with clinical improvement in depressed patients Nonlin. Dyn. Psychol. Life Sci. 4 2000 203 218
62. G. Tononi, and G.M. Edelman Consciousness and complexity Science 282 1998 1846 1851
63. F. Varela, J.P. Lachaux, E. Rodriguez, and J. Martinerie The brainweb: phase synchronization and large-scale integration Nat. Rev. Neurosci. 2 2011 229 239
64. L. Wang, D.F. Hermens, I.B. Hickie, and J. Lagopoulos A systematic review of resting-state functional-MRI studies in major depression J. Affect. Disord. 142 2012 6 12
65. M. Wu, C. Andreescu, M.A. Butters, R. Tamburo, C.F. Reynolds III, and H. Aizenstein Default-mode network connectivity and white matter burden in late-life depression Psychiatry Res.: Neuroimaging 194 2011 39 46
66. X. Wu, and J. Xu Complexity and brain functions Acta Biophys. Sinica 7 1991 103 106
67. A.C. Yang, S.J. Tsai, C.H. Yang, C.H. Kuo, T.J. Chen, and C.J. Hong Reduced physiologic complexity is associated with poor sleep in patients with major depression and primary insomnia J. Affect. Disord. 131 2011 179 185