Generalized synchronization of MEG recordings in Alzheimer's disease: Evidence for involvement of the gamma band

Journal of Clinical Neurophysiology

Volumn 19, Issue 6, 2002, Pages 562-574

  Stam, Cornelis J ^a   Van Cappellen van Walsum, Anne Marie ^a   Pijnenburg, Yolande A L ^a   Berendse, Henk W ^a   De Munck, Jan C ^a   Scheltens, Philip ^a   Van Dijk, Bob W ^a  

^a VU UNIVERSITY MEDICAL CENTER   (Netherlands)

Author keywords

Alzheimer's disease; Coherence; Gamma band; MEG; Nonlinear; Synchronization likelihood

Indexed keywords

ADULT; AGED; ALZHEIMER DISEASE; ARTICLE; CALCULATION; CLINICAL ARTICLE; CONTROLLED STUDY; CORTICAL SYNCHRONIZATION; FEMALE; FRONTAL LOBE; GAMMA RHYTHM; HUMAN; MAGNETOENCEPHALOGRAPHY; MALE; MINI MENTAL STATE EXAMINATION; OCCIPITAL LOBE; PARIETAL LOBE; TEMPORAL LOBE;

AGED; ALZHEIMER DISEASE; BRAIN MAPPING; CEREBRAL CORTEX; FEMALE; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; MODELS, NEUROLOGICAL; MODELS, STATISTICAL; REPRODUCIBILITY OF RESULTS; REST; SENSITIVITY AND SPECIFICITY; STATISTICS;

EID: 0036917252     PISSN: 07360258     EISSN: None     Source Type: Journal    
DOI: 10.1097/00004691-200212000-00010     Document Type: Article

References (56)

1. Anokhin AP, Lutzenberger W, Birbaumer N. Spatiotemporal organization of brain dynamics and intelligence: An EEG study in adolescents. Int J Psychophysiol 1999;33:259-73.
2. Arnhold J, Grassberger P, Lehnertz K, Elger CE. A robust method for detecting interdependencies: Application to intracranially recorded EEG. Physica D 1999;134:419-30.
3. Berendse HW, Verbunt JPA, Scheltens PH, van Dijk BW, Jonkman EJ. Magnetoencephalographic analysis of cortical activity in Alzheimer's disease. A pilot study. Clin Neurophysiol 2000;111:604-12.
4. Besthorn C, Forstl H, Geiger-Kabisch C, Sattel H, Gasser T, Schreiter-Gasser U. EEG coherence in Alzheimer disease. Electroencephalogr Clin Neurophysiol 1994;90:242-5.
5. Bhattacharya J, Petsche H, Pereda E. Long-range synchrony in the gamma band: Role in multi perception. J Neurosci 2001;21:6329-37.
6. Breakspear M. Nonlinear phase desynchronization in human electroencephalographic data. Hum Brain Mapp 2002;15:175-98.
7. Breakspear M, Terry JR. Detection and description of non-linear interdependence in normal multichannel human EEG data. Clin Neurophysiol 2002;113:735-53.
8. Csibra G, Davis G, Spratling MW, Johnson MH. Gamma oscillations and object processing in the infant brain. Science 2000;290: 1582-5.
9. de Jongh A, de Munck JC, Baayen JC, Jonkman EJ, Heethaar RM, van Dijk BW. The localization of spontaneous brain activity: First results in patients with cerebral tumors. Clin Neurophysiol 2001; 112:378-85.
10. Dunkin JJ, Leuchter AF, Newton TF, Cook IA. Reduced EEG coherence in dementia: State or trait marker? Biol Psychiatry 1994;35: 870-9.
11. Dunkin JJ, Osato S, Leuchter A. Relationships between EEG coherence and neuropsychological tests in dementia. Clin Electroencephalogr 1995;26:47-59.
12. Francis PT, Palmer AM, Snape M, Wilcock GK. The cholinergic hypothesis of Alzheimer's disease: A review of the progress. J Neurol Neurosurg Psychiatry 1999;66:137-47.
13. Jelic V, Johansson S-E, Almkvist O, et al. Quantitative electroencephalography in mild cognitive impairment: Longitudinal changes and possible prediction of Alzheimer's disease. Neurobiol Aging 2000;21:533-40.
14. Jelic V, Julin P, Shigeta M, et al. Apolipoprotein E ε4 allele decreases functional connectivity in Alzheimer's disease as measured by EEG coherence. J Neurol Neurosurg Psychiatry 1997;63:59-65.
15. Jeong J, Gore JC, Peterson BS. Mutual information analysis of the EEG in patients with Alzheimer's disease. Clin Neurophysiol 2001;112: 827-35.
16. Kissler J, Muller MM, Fehr T, Rockstroh B, Elbert T. MEG gamma band activity in schizophrenia patients and healthy subjects in a mental arithmetic task and at rest. Clin Neurophysiol 2000;111: 2079-87.
17. Klimesch W. EEG alpha and theta oscillations reflect cognitive and memory performance: A review and analysis. Brain Res Rev 1999;29:169-95.
18. Lachaux J-P, Rodriguez E, Martinerie J, Varela FJ. Measuring phase synchrony in brain signals. Hum Brain Mapp 1999;8:194-208.
19. Leuchter AF, Cook IA, Newton TF, et al. Regional differences in brain electrical activity in dementia: Use of spectral power and spectral ratio measures. Electroencephalogr Clin Neurophysiol 1993;87: 385-93.
20. Leuchter AF, Newton TF, Cook AA, Walter DO. Changes in brain functional connectivity in Alzheimer-type and multi-infarct dementia. Brain 1992;115:1543-61.
21. Leuchter AF, Spar JE, Walter DO, Weiner H. Electroencephalographic spectra and coherence in the diagnosis of Alzheimer's-type and multi-infarct dementia. A pilot study. Arch Gen Psychiatry 1987; 44:993-8.
22. Le Van Quyen M, Adam C, Baulac M, Martinerie J, Varela FJ. Nonlinear interdependencies of EEG signals in human intracranially recorded temporal lobe seizures. Brain Res 1998;792:24-40.
23. Locatelli T, Cursi M, Liberati D, Francheschi M, Comi G. EEG coherence in Alzheimer's disease. Electroencephalogr Clin Neurophysiol 1998;106:229-37.
24. Marosi E, Harmony T, Becker J, et al. Electroencephalographic coherences discriminate between children with different pedagogical evaluation. Int J Psychophysiol 1995;19:23-32.
25. McKahn G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM. Clinical diagnosis of Alzheimer's disease: Report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's disease. Neurology 1984;34:939-44.
26. Nunez PL, Silberstein RB, Shi Z, et al. EEG coherency II: Experimental comparisons of multiple measures. Clin Neurophysiol 1999;110: 469-86.
27. Nunez PL, Srinivasan R, Westdorp AF, et al. EEG coherency I: Statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr Clin Neurophysiol 1997;103:499-515.
28. Pawelzik K. Nichtlineare Dynamik und Hirnaktivität. Charakterisierung Nichtlinearer Experimenteller Systeme Durch Instabile Periodische Orbits, Vorhersagen und Informationsflüsse. Thun: Verlag Harri Deutsch, 1991.
29. Pereda E, Rial R, Gamundi A, Gonzalez J. Assessment of changing interdependencies between human electroencephalograms using nonlinear methods. Physica D 2001;148:147-58.
30. Quian Quiroga R, Kraskov A, Kreuz T, Grassberger G. Performance of different synchronization measures in real data: A case study on electroencephalographic signals. Phys Rev E 2002;65:art#041903.
31. Reisberg B, Ferris SH, de Leon MJ, Crook T. The global deterioration scale for assessment of primary degenerative dementia. Am J Psychiatry 1982;139:1136-9.
32. Riekkinen P, Buzsaki G, Riekkinen P Jr, Soininen H, Partanen J. The cholinergic system and EEG slow waves. Electroencephalogr Clin Neurophysiol 1991;78:89-96.
33. Rodriguez E, George N, Lachauz JP, Martinerie J, Renault B, Varela FJ. Perception's shadow: Long distance synchronization of human brain activity. Nature 1999;397:430-3.
34. Rombouts SARB, Keunen RWM, Stam CJ. Investigation of nonlinear structure in multichannel EEG. Physics Letters A 1995, 202:352-358.
35. Rosenblum MG, Kurths J. Analysing synchronization phenomena from bivariate data by means of the Hilbert transform. In: Kantz H, Kurths J, Mayer-Kress G, eds. Nonlinear Analysis of Physiological Data. Springer Series for Synergetics. Berlin: Springer-Verlag 1998:91-100.
36. Rulkov NF, Sushchik MM, Ysimring LS, Abarbanel HDI. Generalized synchronization of chaos in directionally coupled chaotic systems. Phys Rev E 1995;51:980-94.
37. Sarnthein J, Petsche H, Rappelsberger P, Shaw GL, von Stein A. Synchronization between prefrontal and posterior association cortex during human working memory. Proc Natl Acad Sci U S A 1998;95:7092-6.
38. Schiff SJ, So P, Chang T. Detecting dynamical interdependence and generalized synchrony through mutual prediction in a neural ensemble. Phys Rev E 1996;54:6708-24.
39. Schreiber T. Interdisciplinary application of nonlinear time series methods. Phys Rep 1999;308:1-64.
40. Sloan EP, Fenton GW, Standage KP. Anticholinergic drug effect on quantitative EEG, VEP and verbal memory. Biol Psychiatry, 1992; 31:600-6.
41. Stam CJ. Brain dynamics in theta and alpha frequency bands and working memory performance in humans. Neurosci Lett 2000; 286:115-8.
42. Stam CJ, Pijn JPM, Suffczynski P, Lopes da Silva FH. Dynamics of the human alpha rhythm: Evidence for non-linearity? Clin Neurophysiol 1999;110:1801-13.
43. Stam CJ, van Dijk BW. Synchronization likelihood: An un-biased measure of generalized synchronization in multivariate data sets. Physica D 2002;163:236-251.
44. Stam CJ, van Woerkom TCAM, Pritchard WS. Use of non-linear EEG measures to characterize EEG changes during mental activity. Electroencephalogr Clin Neurophysiol 1996;99:214-24.
45. Summerfield C, Jack AI, Burgess AP. Induced gamma activity is associated with conscious awareness of pattern masked nouns. Int J Psychophysiol 2002;44:93-100.
46. Takens F. Detecting Strange Attractors in Turbulence. Lecture notes in mathematics (1981;898)366-381.
47. Tallon-Baudry C, Bertrand O. Oscillatory gamma activity in humans and its role in object representation. TICS 1999;3:151-62.
48. Tass P, Rosenblum MG, Weule J, et al. Detection of n:m phase locking from noisy data: Application to magnetoencephalography. Phys Rev Lett 1998;81:3291-4.
49. Thatcher RW, Krause PJ, Hrybyk M. Cortico-cortical associations and EEG coherence: A two-compartmental model. Electroencephalogr Clin Neurophysiol 1086;64:123-43.
50. Theiler J. Spurious dimension from correlation algorithms applied to limited time-series data. Phys Rev A 1986;34:2427-32.
51. Tononi G, Edelman GM, Sporns O. Complexity and coherency: Integrating information in the brain. TICS 1998;2:474-84.
52. Tononi G, Sporns O, Edelman GM. A measure for brain complexity: Relating functional segregation and integration in the nervous system. Proc Natl Acad Sci U S A 1994;91:5033-7.
53. van Putten MJAM, Stam CJ. Application of a neural complexity measure to multichannel EEG. Phys Lett A 2001;281:131-41.
54. Varela F, Lachaux J-P, Rodriguez E, Martinerie J. The brainweb: Phase synchronization and large-scale integration. Nat Rev Neurosci 2001;2:229-39.
55. Villa AEP, Tetko IV, Dutoit P, Vantini G. Non-linear cortico-cortical interactions modulated by cholinergic afferences from the rat basal forebrain. Biosystems 2000;58:219-28.
56. Vrba J. SQUID gradiometers in real environments. In: Weinstock H, ed. SQUID Sensors: Fundamentals, Fabrication and Applications. Dordrecht: Kluwer, 1996:117-78.