Detrended fluctuation analysis of resting EEG in depressed outpatients and healthy controls

Clinical Neurophysiology

Volumn 118, Issue 11, 2007, Pages 2489-2496

  Lee, Jun Seok ^a   Yang, Byung Hwan ^b   Lee, Jang Han ^c   Choi, Jun Ho ^b   Choi, Ihn Geun ^d   Kim, Sae Byul ^e  

^a Kwandong University College of Medicine   (South Korea)

^b Hanyang University College of Medicine   (South Korea)

^c Chung Ang University   (South Korea)

^d Hallym University   (South Korea)

^e Korea Intellectual Property Office   (South Korea)

Author keywords

Detrended fluctuation analysis; EEG; Major depressive disorder

Indexed keywords

ADULT; ARTICLE; BRAIN FUNCTION; CLINICAL ARTICLE; CONTROLLED STUDY; CORRELATION ANALYSIS; DATA ANALYSIS; DETRENDED FLUCTUATION ANALYSIS; DISEASE ASSOCIATION; DISEASE SEVERITY; ELECTROENCEPHALOGRAM; FEMALE; HUMAN; LINEAR SYSTEM; LONG RANGE TEMPORAL CORRELATION; MAJOR DEPRESSION; MALE; OSCILLATION; OUTPATIENT; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; STATISTICAL ANALYSIS;

ADULT; BRAIN MAPPING; CASE-CONTROL STUDIES; DEPRESSION; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; MIDDLE AGED; NONLINEAR DYNAMICS; OUTPATIENTS; REST; RETROSPECTIVE STUDIES; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 35048874167     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2007.08.001     Document Type: Article

References (46)

1. Altshuler L.L., Devinsky O., Post R.M., and Theodore W. Depression, anxiety, and temporal lobe epilepsy. Arch Neurol 147 (1990) 284-288
2. American Electroencephalographic Society. Guideline thirteen: guidelines for standard electrode position nomenclature. J Clin Neurophysiol 1994;11:111-3.
3. American Psychiatric Association. Diagnostic and statistical manual of mental disorders, 4th ed. Washington, DC: APA; 1994.
4. Bak P., Tang C., and Wiesenfeld K. Self-organized criticality: an explanation of the 1/f noise. Phys Rev Lett 59 (1987) 381-384
5. Beck A.T., Ward C.H., Mendelson M., Mock J., and Erbaugh J. An inventory for measuring depression. Arch Gen Psychiatry 4 (1961) 561-571
6. Beggs J.M., and Plenz D. Neuronal avalanches in neocortical circuits. J Eurosci 23 (2003) 11167-11177
7. Buzsáki G., and Draguhn A. Neuronal oscillations in cortical networks. Science 304 (2004) 1926-1929
8. Chialvo D.R., and Bak P. Learning from mistakes. Neuroscience 90 (1999) 1137-1148
9. Ford M.R., Goethe J.W., and Dekker D.K. EEG coherence and power in the discrimination of psychiatric disorders and medication effects. Biol Psychiatry 21 (1986) 1175-1188
10. Gifani P., Rabiee H.R., Hashemi M.H., Taslimi P., and Ghanbari M. Optimal fractal-scaling analysis of human EEG dynamic for depth of anesthesia quantification. J Franklin Inst 344 (2007) 212-229
11. Goldberger A.L., Amaral L.A.N., Glass L., Hausdor J.M., Ivanov P., Mark R.G., et al. PhysioBank, PhysioToolkit, and Physionet: components of a new research resource for complex physiologic signals. Circulation 101 (1999) e215-e220
12. Grassberger P. Information content and predictability of lumped and distributed dynamical systems. Phys Scr 40 (1989) 346-353
13. Hemilton M. A rating scale for depression. J Neurol Neurosurg Psychiatry 23 (1960) 56-62
14. Henriques J.B., and Dividson R.J. Regional brain electrical asymmetries discriminate between previously depressed and healthy control subjects. J Abnorm Psychol 99 (1990) 22-31
15. Ivanov P.C., Rosenblum M.G., Peng C.-K., Mietus J., Havlin S., Stanley H.E., et al. Scanning behaviour of heartbeat intervals obtained by wavelet-based time-series analysis. Nature 383 (1996) 323-327
16. John E.R., Prichep L.S., and Fridman J. Neurometrics: computer assisted differential diagnosis of brain dysfunctions. Science 293 (1988) 162-169
17. Kantelhardt J., Koscielny-Bunde E., Rego H., Havlin S., and Bunde A. Detecting long-range correlations with detrended fluctuation analysis. Phys A 295 (2001) 441-454
18. Lee J.M., Kim D.J., Kim I.Y., Park K.S., and Kim S.I. Nonlinear-analysis of human sleep EEG using detrended fluctuation analysis. Med Eng Phys 26 (2004) 773-776
19. Lee J.S., Spiegel D., Kim S.B., Lee J.H., Kim S.I., Yang B.H., et al. Fractal analysis of EEG in hypnosis and its relationship with hypnotizability. Int J Clin Exp Hypn 55 (2007) 14-31
20. Linkenkaer-Hansen K., Nikouline V.V., Palva J.M., and Ilmoniemi R.J. Long-range temporal correlations and scaling behavior in human brain oscillations. J Neurosci 21 (2001) 1370-1377
21. Linkenkaer-Hansen K., Monto S., Rytsälä H., Suominen K., Isometsä E., and Kähko{combining double acute accent}nen S. Breakdown of long-range temporal correlations in theta oscillations in patients with major depressive disorder. J Neurosci 25 (2005) 10131-10137
22. 2-serotonin receptors after stroke: lateralized changes and relationship to depression. Am J Psychiatry 145 (1988) 937-943
23. Mayer-Kress G., and Kaneko K. Spatiotemporal chaos and noise. J Stat Phys 54 (1989) 1489-1508
24. Nandrino J.L., Pezard L., Martinerie J., Massioui F., Renault B., and Jouvent R. Decrease of complexity in EEG as a symptom of depression. Neuroreport 5 (1994) 528-530
25. Nikulin V.V., and Brismar T. Long-range temporal correlations in electroencephalographic oscillations: relation to topography, frequency band, age and gender. Neuroscience 130 (2005) 549-558
26. Nystrom C., Matousek M., and Hallstrom T. Relationships between EEG and clinical characteristics in major depressive disorder. Acta Psychiatr Scand 73 (1986) 390-394
27. Paluš M. Nonlinearity in normal human EEG: cycles, temporal asymmetry, nonstationarity and randomness, not chaos. Biol Cybern 75 (1996) 389-396
28. Parish L.M., Worrell G.A., Cranstoun S.D., Stead S.M., Pennell P., and Litt B. Long-range temporal correlations in epileptogenic and non-epileptogenic human hippocampus. Neuroscience 125 (2004) 1069-1076
29. Peng C.K., Buldyrev S.V., Goldberger A.L., Havlin S., Sciortino F., and Simons M. Long-range correlations in nucleotide sequences. Nature 356 (1992) 168-170
30. Peng C.K., Havlin S., Stanley H.E., and Goldberger A.L. Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos 5 (1995) 82-87
31. Peng C.K., Hausdorff J.M., and Goldberger A.L. Fractal mechanisms in neural control: human heart beat and gait dynamics in health and disease. In: Walleczek J. (Ed). Self-organized biological dynamics and nonlinear control (2000), Cambridge University Press, Cambridge
32. Pereda E., Gamundi A., Rial R., and Gonzalez J. Non-linear behaviour of human EEG: fractal exponent versus correlation dimension in wake and sleep stages. Neurosci Lett 250 (1998) 91-94
33. Pollock V., and Schneider L. Quantitative, waking EEG research on depression. Biol Psychiatry 27 (1990) 757-780
34. Popivanov D., and Mineva A. Testing procedures for non-stationarity and non-linearity in physiological signals. Math Biosci 157 (1999) 303-320
35. Rapp P.E. Chaos in the neurosciences: cautionary tales from the frontier. Biologist 40 (1993) 89-94
36. Rapp P.E., Bashore T., Martinere J., Albano A., Zimmerman I., and Mess A. Dynamics of the brain electrical activity. Brain Topogr 2 (1989) 99-118
37. Schaffer C.E., Davidson R.J., and Saron C. Frontal and parietal electroencephalogram asymmetry in depressed and nondepressed subjects. Biol Psychiatry 18 (1983) 753-762
38. Septien L., Giroud M., and Didi-Roy R. Depression and partial epilepsy: relevance of laterality of the epileptic focus. Neurol Res 15 (1993) 136-138
39. Sheline Y.I., Wang P.W., Gado M.H., Csernansky J.G., and Vannier M.W. Hippocampal atrophy in recurrent major depression. Proc Natl Acad Sci USA 93 (1996) 3908-3913
40. Stam C.J., Montez T., Jones B.F., Rombouts S.A.R.B., van der Made Y., Pijnenburg Y.A.L., et al. Disturbed fluctuation of resting state EEG synchronization in Alzheimer's disease. Clin Neurophysiol 116 (2005) 708-715
41. Theiler J., and Rapp P.E. Re-examination of the evidence for low-dimensional, nonlinear structure in the human electroencephalogram. Electroencephalogr Clin Neurophysiol 98 (1996) 213-222
42. Thomasson N., Pezard L., Allilaire J., Renault B., and Martinerie J. Nonlinear EEG changes associated with clinical improvement in depressed patients. Nonlinear Dynamics Psychol Life Sci 4 (2000) 203-218
43. Vakili K., Pillay S.S., Lafer B., Fava M., Renshaw P.F., and Bonello-Cintron C.M. Hippocampal volume in primary unipolar major depression: a magnetic resonance imaging study. Biol Psychiatry 47 (2000) 1087-1090
44. Varela F., Lachaux J.P., Rodriguez E., and Martinerie J. The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2 (2001) 229-239
45. Watters P.A., and Martin F. A method for establishing long-range power law correlations from the electroencephalogram. Biol Psychiatry 66 (2004) 79-89
46. Widlöcher D. Retardation: a basic emotional response?. In: Davis J., and Mass J. (Eds). The affective disorders (1983), American Psychiatric Press, Washington, DC