Reorganization of the composition of brain oscillations and their temporal characteristics during opioid withdrawal

Journal of Psychopharmacology

Volumn 22, Issue 3, 2008, Pages 270-284

  Fingelkurts, Al A ^a,b,c   Kahkonen S ^b,c   Fingelkurts, An A ^a,b,c   Kivisaari, R ^b   Borisov, S ^d   Puuskari, V ^b   Jokela, O ^b   Autti, T ^b  

^a BM Science   (Finland)

^b HELSINKI UNIVERSITY CENTRAL HOSPITAL   (Finland)

^c UNIVERSITY OF HELSINKI   (Finland)

^d GEORGETOWN UNIVERSITY MEDICAL CENTER   (United States)

Author keywords

Electroencephalogram (EEG); Multiple brain oscillations; Opioid dependence; Opioid withdrawal; Probability classification analysis; Short term spectral patterns

Indexed keywords

OPIATE;

ADULT; ALPHA RHYTHM; ARTICLE; BEHAVIORAL SCIENCE; BETA RHYTHM; CLINICAL ARTICLE; CLINICAL TRIAL; CONTROLLED STUDY; DELTA RHYTHM; ELECTROENCEPHALOGRAM; FEMALE; GAMMA RHYTHM; HEMISPHERIC DOMINANCE; HUMAN; INTERHEMISPHERIC TRANSFER; MALE; OPIATE ADDICTION; OSCILLATION; PRIORITY JOURNAL; PROBABILITY; RIGHT HEMISPHERE; WITHDRAWAL SYNDROME;

ADULT; ALGORITHMS; BRAIN; DATA INTERPRETATION, STATISTICAL; ELECTROENCEPHALOGRAPHY; FEMALE; FUNCTIONAL LATERALITY; HUMANS; MALE; NARCOTICS; NOREPINEPHRINE; SUBSTANCE WITHDRAWAL SYNDROME;

EID: 45349084789     PISSN: 02698811     EISSN: 14617285     Source Type: Journal    
DOI: 10.1177/0269881108089810     Document Type: Article

References (78)

1. American Psychiatric Association (1994) Diagnostic and Statistical Manual of Mental Disorders, fourth ed. Washington, DC: American Psychiatric Association.
2. Basar, E., Basar-Eroglu, C., Karakas, S., Schurmann, M. (2000) Brain oscillations in perception and memory. Int J Psychophysiol 35: 95-124.
3. Basar, E., Özgören, M., Karakas, S., Basar-Eroglu, C. (2004) Supersynergy in the brain: the grandmother percept is manifested by multiple oscillations. Int J Bifurcat Chaos 14: 453-491.
4. Benos, J., Kapinas, K. (1980) EEG-Untersuchungen bei heroinisten in der entwönungsphase. medwelt band 31: 1395-1399.
5. Bonnet, MH, Arand, DL (2001) Impact of activity and arousal upon spectral EEG parameters. Physiol Behav 74: 291-298.
6. Bouyer, JJ, Montaron, MF, Vahnee, JM, Albert, MP, Rougeul, A. (1987) Anatomical localization of cortical beta rhythms in cat. Neuroscience 22: 863-869.
7. Cape, EG, Jones, BE (1998) Differential modulation of highfrequency-electroencephalogram activity and sleep-wake state by noradrenaline and serotonin microinjections into the region of cholinergic basalis neurons. J Neurosci 18: 2653-2666.
8. Costa, L., Bauer, L. (1997) Quantitative electroencephalographic differences associated with alcohol, cocaine, heroin and dual-substance dependence. Drug Alcohol Depend 46: 87-93.
9. Curran, HV, Kleckham, J., Bearn, J., Strang, J., Wanigaratne, S. (2001) Effects of methadone on cognition, mood and craving in detoxifying opiate addicts: a dose-response study. Psychopharmacology 154: 153-160.
10. Deckel, AW, Hesselbrock, V., Bauer, L. (1996) Antisocial personality disorder, childhood delinquency, and frontal brain functioning: EEG and neuropsychological findings. J Clin Psychol 52: 639-650.
11. De la Fuente, JM, Tugendhaft, P., Mavroudakis, N. (1998) Electroencephalographic abnormalities in borderline personality disorder. Psychiatry Res 77: 131-138.
12. Devoto, P., Flore, G., Pira, L., Diana, M., Gessa, L. (2002) Co-release of noradrenaline and dopamine in the prefrontal cortex after acute morphine and during morphine withdrawal. Psychopharmacology (Berl.) 160: 220-224.
13. Doppelmayr, M., Klimesch, W., Schwaiger, J., Auinger, P., Winkler, T. (1998) Theta synchronization in the human EEG and episodic retrieval. Neurosci Lett 257: 41-44.
14. Dumermuth, HG, Molinari, L. (1987) Spectral analysis of the EEG. Some fundamentals revisited and some open problems. Neuropsychobiology 17: 85-99.
15. Fingelkurts, AlA, Fingelkurts, AnA, Ermolaev, VA, Kaplan, AYa (2006 a) Stability, reliability and consistency of the compositions of brain oscillations. Int J Psychophysiol 59: 116-126.
16. Fingelkurts, AlA, Fingelkurts, AnA, Grin, EU, Ermolaev, VA, Kaplan, AYa (2000) Adaptive classification of EEG spectral patterns: the comparison between healthy subjects and patients with different brain pathologies. Vestnik Moskovskogo Universiteta (Bulletin of Moscow State University). Series: Biology, vol. 4. pp. 3-11 (in Russian).
17. Fingelkurts, AnA, Fingelkurts, AlA, Kähkönen, SA (2005) New perspectives in pharmaco-electroencephalography. Prog Neuropsychopharmacol Biol Psychiatry 29: 193-199.
18. Fingelkurts, AlA, Fingelkurts, AnA, Kaplan, AYa (2003 a) The regularities of the discrete nature of multi-variability of EEG spectral patterns. Int J Psychophysiol 47: 23-41.
19. Fingelkurts, AlA, Fingelkurts, AnA, Kaplan, AYa (2006 b) Interictal EEG as a physiological adaptation. Part I: Composition of brain oscillations in interictal EEG. Clin Neurophysiol 117: 208-222.
20. Fingelkurts, AlA, Fingelkurts, AnA, Kivisaari, R., Autti, T., Borisov, S., Puuskari, V., Jokela, O., Kähkönen, S. (2006 c) Reorganization of the composition of brain oscillations and their temporal characteristics in opioid dependent patients. Prog Neuropsychopharmacol Biol Psychiatry 30: 1453-1465.
21. Fingelkurts, AlA, Fingelkurts, AnA, Kivisaari, R., Pekkonen, E., Ilmoniemi, RJ, Kähkönen, S. (2004) The interplay of lorazepam-induced brain oscillations: microstructural electromagnetic study. Clin Neurophysiol 115: 674-690.
22. Fingelkurts, AlA, Fingelkurts, AnA, Krause, CM, Kaplan, AYa (2003 b) Systematic rules underlying spectral pattern variability: experimental results and a review of the evidences. Int J Neurosci 113: 1447-1473.
23. Fingelkurts, AlA, Fingelkurts, AnA, Krause, CM, Sams, M. (2002) Probability interrelations between pre-/post-stimulus intervals and ERD/ERS during a memory task. Clin Neurophysiol 113: 826-843.
24. Fingelkurts, AlA, Kähkönen, S., Fingelkurts, AA, Kivisaari, R., Borisov, S., Puuskari, V., Jokela, O., Autti T. (2007) Composition of EEG oscillations and their temporal characteristics: methadone treatment. Int J Psychophysiol 64: 130-140.
25. Fingelkurts, AnA, Fingelkurts, AlA (2001) Operational architectonics of the human brain biopotential field: towards solving the mind-brain problem. Brain Mind 2: 261-296.
26. First, MB, Spitzer, RL, Gibbon, M., Williams, JBW, Benjamin, L. (1994 a) Structured Clinical Interview for DSM-IV Axis II Personality Disorders, Version 2.0. New York: New York State Psychiatric Institute.
27. First, MB, Spitzer, RL, Gibbon, M., Williams, JBW (1994 b) Structured Clinical Interview for DSM-IV Axis I Disorders, Version 2.0. New York: New York State Psychiatric Institute.
28. Franken, IHA (2003) Drug craving and addiction: integrating psychological and neuropsychopharmacological approaches. Prog Neuropsychopharmacol Biol Psychiatry 27: 563-579.
29. Franken, IHA, Kroon, LY, Wiers, RW, Jansen, A. (2000) Selective cognitive processing of drug cues in heroin dependence. J Psychopharmacol 14: 395-400.
30. Franken, IH, Stam, CJ, Hendriks, VM, van den Brink, W. (2004) Electroencephalographic power and coherence analysis suggests altered brain function in abstinent male heroin-dependent patients. Neuropsychobiology 49: 105-110.
31. Gekht, AB, Polunina, AG, Briun, EA, Davydov, DM (2003) Brain bioelectrical activities in heroin addicts during early abstinence period. Zh Nevrol Psikhiatr Im SS Korsakova 103: 53-59.
32. Gossop, M. (1990) The development of short opiate withdrawal scale (SOWS). Addict Behav 15: 487-490.
33. Grant, I., Adams, KM, Carlin, AS, Rennick, PM, Judd, LL, Schoof, K. (1978) The collaborative neuropsychological study of polydrug users. Arch Gen Psychiatry 35: 1063-1074.
34. Grindel, OM (1973) Electroencephalogram during brain trauma. In: Clinical Electroencephalography. Moscow: Medicine, pp. 213-259 (in Russian).
35. Gritz, ER, Shiffman, SM, Jarvik, ME, Haber, A., Dymond, AM, Coger, R., Charuvastra, V., Schlesinger, J. (1975). Physiological and psychological effects of methadone in men. Arch Gen Psychiatry 32: 237-242.
36. Gutkin, BS, Lang, CR, Colby, CL, Chow, CC, Ermentrout, GB (2001) Turning on and off with excitation: the role of spike-timing asynchrony and synchrony in sustained neural activity. J Comput Neurosci 11: 121-134.
37. Hernandez, LL, Watson, KL (1997) Opioid modulation of attention-related responses: delta-receptors modulate habituation and conditioned bradycardia. Psychopharmacology 131: 140-147.
38. Hyman, SE, Malenka, RC (2001) Addiction and the brain: the neuro-biology of compulsion and its persistence. Nat Rev Neurosci 2: 695-703.
39. Hyvärinen, A., Karhunen, J., Oja, E. (2001) Independent Component Analysis. John Wiley & Sons, New York, USA.
40. Ivanov, DK, Posch, HA, Stumpf, C. (1996) Statistical measures derived from the correlation integrals of physiological time series. Chaos 6: 243-253.
41. Joyce, CA, Gorodnitsky, IF, Kutas, M. (2004) Automatic removal of eye movement and blink artifacts from EEG data using blind component separation. Psychophysiology 41: 313-325.
42. Kaplan, AYa (1998) Nonstationary EEG: methodological and experimental analysis. Usp Fiziol Nauk (Progr. Physiol. Sci.) 29: 35-55 (in Russian).
43. Kaplan, AYa. Fingelkurts, AlA, Fingelkurts, AnA, Grin, EU, Ermolaev, VA (1999) Adaptive classification of dynamic spectral patterns of human EEG. Zh Vyssh Nerv Deiat Im I P Pavlova. (I.P.Pavlov J. of Higher Nervous Activity) 49: 416-426 (in Russian).
44. Kaplan, AYa, Shishkin, SL (2000) Application of the change-point analysis to the investigation of the brain's electrical activity. In: Brodsky, BE, Darkhovsky, BS, (eds). Non-Parametric Statistical Diagnosis. Problems and Methods. Dordrecht: Kluwer Academic Publication, pp. 333-388.
45. Klimesch, W. (1999) Event-related band power changes and memory performance. Event-related desynchronization and related oscillatory phenomena of the brain. In: Pfurtscheller, G, Lopez da Silva, FH, (eds). Handbook of Electroencephalography and Clinical Neurophysiology. Amsterdam: Elsevier, pp. 151-178 (revised ed., vol 6).
46. Klimesch, W., Doppelmayr, M., Russegger, H., Pachinger, T., Schwalger, J. (1998) Induced alpha band power changes in the human EEG and attention. Neurosci Lett 244: 73-76.
47. Knyazeva, MG, Vil'davskii, VU (1986) Correspondence of spectral characteristics of EEG and regional blood circulation in 9- 14 years old children. Fiziologiya Cheloveka (Human Physiology) 12: 387-394.
48. Koob, GF, Le Moal, M. (2001) Drug addiction, dysregulation of reward, and allostasis. Neuropsychopharmacology 24: 97-129.
49. Levy, WJ (1987) Effect of epoch length on power spectrum analysis of the EEG. Anesthesiology 66: 489-495.
50. Lindberg, N., Tani, P., Virkkunen, M., Porkka-Heiskanen, T., Appelberg, B., Naukkarinen, H., Salmi, T. (2005) Quantitative electroencephalographic measures in homicidal men with antisocial personality disorder. Psychiatry Res 136: 7-15.
51. Lindsley, DB (1961) The reticular activation system and perceptual integration. In: Sheer, DE, (ed). Electrical Stimulation of the Brain. Austin: University Texas Press, pp. 331.
52. Lopes da Silva, FH (1991) Neuronal mechanism underlying brain waves: from neuronal membranes to networks. Electroencephalogr Clin Neurophysiol 79: 81-93.
53. Lopes da Silva, FH, Vos, JE, Mooibroek, J., Van Rotterdam, A. (1980) Relative contributions of intracortical and thalamo-cortical processes in the generation of alpha rhythms, revealed by partial coherence analysis. Electroencephalogr Clin Neurophysiol 50: 449-456.
54. Lubman, DI, Peters, LA, Mogg, K., Bradley, BP, Deakin, JF (2000) Attentional bias for drug cues in opiate dependence. Psychol Med 30: 169-175.
55. Maldonado, R. (1997) Participation of noradrenergic pathways in the expression of opiate withdrawal: biochemical and pharmacological evidence. Neurosci Biobehav Rev 21: 91-104.
56. McEwen, B.S. (1998) Stress, adaptation, and disease: allostasis and allostatic load. Ann NY Acad Sci 840: 33-34.
57. Meshkova, TA (1988) Chapter III. In: Ravich-Shcherbo, IV, (ed). Role of heredity and environment in interindividual variability of EEG. Moscow: Pedagogica, pp. 335.
58. Olivennes, A., Charles-Nicolas, A., Olievenstein, C. l (1983) Altérations de l'électroencéphalogramme de veille dans la grande héroïnomanie. Ann Med Psychol (Paris) 141: 458-469.
59. Papageorgiou, C., Liappas, I., Asvestas, P., Vasios, C., Matsopoulos, GK, Nikolaou, C., Nikita, KS, Uzunoglu, N., Rabavilas, A. (2001) Abnormal P600 in heroin addicts with prolonged abstinence elicited during a working memory test. NeuroReport 12: 1773-1778.
60. Perneger, TV (1998) What is wrong with Bonferroni adjustments ? Br Med J 136: 1236-1238.
61. Pfurtscheller, G., Klimesch, W. (1990) Topographical display and interpretation of event-related desynchronization during visual-verbal task. Brain Topogr 3: 85-93.
62. Polunina, AG, Briun, EA, Davydov, DM (2003) Brain bioelectrical activities in heroin addicts during early abstinence period. Zh Nevrol Psikhiatr im SS Korsakova (Korsakov's Journal of Neurology and Psychiatry) 103: 53-59 (in Russian).
63. Polunina, AG, Davydov, DM (2004) EEG spectral power and mean frequencies in early heroin abstinence. Progr Neuropsychopharmacol Biol Psychiatry 28: 73-82.
64. Porjesz, B., Almasy, L., Edenberg, HJ, Wang, K., Chorlian, DB, Foroud, T., Goate, A., Rice, JP, O'Connor, SJ, Rohrbaugh, J., Kuperman, S., Bauer, LO, Crowe, RR, Schuckit, MA, Hesselbrock, V., Conneally, PM, Tischfield, JA, Li, T-K., Reich, T., Begleiter, H. (2002) Linkage disequilibrium between the beta frequency of the human EEG and a GABAA receptor gene locus. Proc Natl Acad Sci USA 99: 3729-3733.
65. Rapeli, P., Kivisaari, R., Autti, T., Kähkönen, S., Puuskari, V., Jokela, O., Kalska, H. (2006) Cognitive function during early abstinence from opioid dependence: a comparison to age, gender, and verbal intelligence matched controls. BMC Psychiatry 6: 9, doi:10.1186/1471-244X-6-9.
66. Ray, W., Cole, H. (1985) EEG alpha activity reflects attentional demands and beta activity reflects emotional and cognitive processes. Science 228: 750-752.
67. Rechtschaffen, A., Kales, A. (1968) A manual of standardized terminology, techniques and scoring system for sleep stages in human subjects. Number 204 in National Institutes of Health Publication s. Washington DC: US Government Printing Office.
68. Rothman, KJ (1990) No adjustments are needed for multiple comparisons. Epidemiology 1: 43-46.
69. Rounsaville, BJ, Jones, C., Novelly, RA, Kleber, H. (1982) Neuropsychological functioning in opiate addicts. J Nerv Ment Dis 170: 209-216.
70. Shufman, E., Perl, E., Cohen, M., Dickman, M., Gandaku, D., Adler, D., Veler, A., Bar-Hamburger, R., Ginath, Y. (1996) Electroencephalography spectral analysis of heroin addicts compared with abstainers and normal controls. Isr J Psychiatry Relat Sci 33: 196-206.
71. Steriade, M., Gloor, P., Llinas, RR, Lopes da Silva, Fh, Mesulam, MM (1990) Basic mechanisms of cerebral rhythmic activities. Electroencephalogr Clin Neurophysiol 76: 481-508.
72. Strang, J., Bearn, J., Gossop, M. (1999) Lofexidine for opiate detoxification: review of recent randomised and open controlled trials. Am J Addict 8: 337-348.
73. Tanahashi, Y. (1988) Electroencephalographic studies of borderline personality disorder. Juntendoigaku 34: 207-219 (in Japanese).
74. Thatcher, RW (2001) Normative EEG databases and EEG biofeedback. J Neurotherapy 2: 1-29.
75. Tirsch, WS, Keidel, M., Perz, S., Scherb, H., Sommer, G. (2000) Inverse covariation of spectral density and correlation dimension in cyclic EEG dynamics of the human brain. Biol Cybern 82: 1-14.
76. Valmana, A. (1999) Nonmethadone pharmacotherapies in opioid addiction. Curr Opin Psychiatry 12: 307-310.
77. von Stein, A., Sarnthein, J. (2000) Different frequencies for different scales of cortical integration: from local gamma to long range alpha/theta synchronization. Int J Psychophysiol 38: 301-313.
78. Washton, AM, Resnick, RB, Geyer, G. (1983) Opiate withdrawal using lofexidine, a clonidine analogue with fewer side-effects. J Clin Psychiatry 44: 335-337.