Movement-related frequency modulation of beta oscillatory activity in the human subthalamic nucleus

Journal of Physiology

Volumn 568, Issue 2, 2005, Pages 699-711

  Foffani, G ^a,b   Bianchi, A M ^c   Baselli, G ^c   Priori, Alberto ^a  

^a UNIVERSITY OF MILAN   (Italy)

^b DREXEL UNIVERSITY   (United States)

^c POLITECNICO DI MILANO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

DOPAMINE;

ADULT; AGED; AMPLITUDE MODULATION; ARTICLE; BASAL GANGLION; BETA RHYTHM; BRAIN CORTEX; BRAIN DEPTH STIMULATION; BRAIN FUNCTION; CLINICAL ARTICLE; DECOMPOSITION; DOPAMINE BRAIN LEVEL; ELECTRODE; FEMALE; FREQUENCY MODULATION; HUMAN; MALE; MOTOR PERFORMANCE; MOVEMENT (PHYSIOLOGY); OSCILLATION; PARKINSON DISEASE; PATHOPHYSIOLOGY; POWER SPECTRUM; PRIORITY JOURNAL; SUBTHALAMIC NUCLEUS; CONTROLLED STUDY; ELECTRIC POTENTIAL; ELECTROENCEPHALOGRAM; EVENT RELATED POTENTIAL; MOVEMENT PERCEPTION; NEUROMODULATION; TELECOMMUNICATION;

ADULT; AGED; BETA RHYTHM; DOPAMINE AGENTS; ELECTRODES, IMPLANTED; FEMALE; HUMANS; LEVODOPA; MALE; MIDDLE AGED; MOVEMENT; PARKINSON DISEASE; SUBTHALAMIC NUCLEUS;

EID: 27644440280     PISSN: 00223751     EISSN: 14697793     Source Type: Journal    
DOI: 10.1113/jphysiol.2005.089722     Document Type: Article

References (103)

1. Albin R (1995). The pathophysiology of chorea/ballism and Parkinsonism. Parkinonism Relat Disord 1, 3-11.
2. Alegre M, de Gurtubay IG, Labarga A, Iriarte J, Malanda A & Artieda J (2004). Alpha and beta oscillatory activity during a sequence of two movements. Clin Neurophysiol 115, 124-130.
3. Alegre M, Gurtubay IG, Labarga A, Iriarte J, Malanda A & Artieda J (2003). Alpha and beta oscillatory changes during stimulus-induced movement paradigms: effect of stimulus predictability. Neuroreport 14, 381-385.
4. Amirnovin R, Williams ZM, Cosgrove GR & Eskandar EN (2004). Visually guided movements suppress subthalamic oscillations in Parkinson's disease patients. J Neurosci 24, 11302-11306.
5. Baker SN, Olivier E & Lemon RN (1997). Coherent oscillations in monkey motor cortex and hand muscle EMG show task-dependent modulation. J Physiol 501, 225-241.
6. Bar-Gad I & Bergman H (2001). Stepping out of the box: information processing in the neural networks of the basal ganglia. Curr Opin Neurobiol 11, 689-695.
7. Bar-Gad I, Morris G & Bergman H (2003). Information processing, dimensionality reduction and reinforcement learning in the basal ganglia. Prog Neurobiol 71, 439-473.
8. Baselli G, Porta A, Rimoldi O, Pagani M & Cerutti S (1997). Spectral decomposition in multichannel recordings based on multivariate parametric identification. IEEE Trans Biomed Eng 44, 1092-1101.
9. Berger H (1929). Über das Elektroenkephalogram des Menschen. Arch Psychiatr Nervenkr 87, 527-570.
10. Benardo LS & Foster RE (1986). Oscillatory behavior in inferior olive neurons: mechanism, modulation, cell aggregates. Brain Res Bull 17, 773-784.
11. Beurrier C, Congar P, Bioulac B & Hammond C (1999). Subthalamic nucleus neurons switch from single-spike activity to burst-firing mode. J Neurosci 19, 599-609.
12. Bevan MD, Magill PJ, Terman D, Bolam JP & Wilson CJ (2002). Move to the rhythm: oscillations in the subthalamic nucleus-external globus pallidus network. Trends Neurosci 25, 525-531.
13. Bianchi AM, Mainardi LT & Cerutti S (1997). The whale forgetting factor in recursive AR spectral analysis of heart rate variability signals. Meth Inf Med 36, 241-245.
14. Brovelli A, Ding M, Ledberg A, Chen Y, Nakamura R & Bressler SL (2004). Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. Proc Natl Acad Sci U S A 101, 9849-9854.
15. Brooks DJ (1995). The role of basal ganglia in motor control: contributions from PET. J Neurol Sci 128, 1-13.
16. Brown P (2003). Oscillatory nature of human basal ganglia activity: relationship to the pathophysiology of Parkinson's disease. Mov Disord 18, 357-363.
17. Brown P & Marsden CD (1998). What do the basal ganglia do? Lancet 351, 1801-1804.
18. Brown P, Oliviero A, Mazzone P, Insola A, Tonali P & Di Lazzaro V (2001). Dopamine dependency of oscillations between subthalamic nucleus and pallidum in Parkinson's disease. J Neurosci 21, 1033-1038.
19. Cassidy M, Mazzone P, Oliviero A, Insola A, Tonali P, Di Lazzaro V & Brown P (2002). Movement-related changes in synchronization in the human basal ganglia. Brain 125, 1235-1246.
20. Chesselet MF & Delfs JM (1996). Basal ganglia and movement disorders: an update. Trends Neurosci 19, 417-422.
21. Clochon P, Fontbonne J, Lebrun N & Etevenon P (1996). A new method for quantifying EEG event-related desynchronization: amplitude envelope analysis. Electroencephalogr Clin Neurophysiol 98, 126-129.
22. Cooke IR & Gelperin A (2001). In vivo recordings of spontaneous and odor-modulated dynamics in the Limax olfactory lobe. J Neurobiol 46, 126-141.
23. Courtemanche R, Fujii N & Graybiel AM (2003). Synchronous, focally modulated beta-band oscillations characterize local field potential activity in the striatum awake behaving monkeys. J Neurosci 23, 11741-11752.
24. Creutzfeldt OD, Watanabe S & Lux HD (1966). Relations between EEG phenomena and potentials of single cortical cells. I. Evoked responses after thalamic and erpicortical stimulation. Electroencephalogr Clin Neurophysiol 20, 1-18.
25. Crone NE, Miglioretti DL, Gordon B & Lesser RP (1998b). Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. II. Event-related synchronization in the gamma band. Brain 121, 2301-2315.
26. Crone NE, Miglioretti DL, Gordon B, Sieracki JM, Wilson MT, Uematsu S & Lesser RP (1998a). Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. I. Alpha and beta event-related desynchronization. Brain 121, 2271-2299.
27. David O, Harrison L & Friston KJ (2005). Modelling event-related responses in the brain. Neuroimage 25, 756-770.
28. Defebvre L, Bourriez JL, Derambure P, Duhamel A, Guieu JD & Destee A (1998). Influence of chronic administration of L-DOPA on event-related desynchronization of mu rhythm preceding voluntary movement in Parkinson's disease. Electroencephalogr Clin Neurophysiol 109, 161-167.
29. Defebvre L, Bourriez JL, Dujardin K, Derambure P, Destee A & Guieu JD (1994). Spatiotemporal study of Bereitschaftspotential and event-related desynchronization during voluntary movement in Parkinson's disease. Brain Topogr 6, 237-244.
30. Devos D, Labyt E, Derambure P, Bourriez JL, Cassim F, Guieu JD, Destee A & Defebvre L (2003). Effect of L-Dopa on the pattern of movement-related (de)synchronisation in advanced Parkinson's disease. Neurophysiol Clin 33, 203-212.
31. Donoghue JP, Sanes JN, Hatsopoulos NG & Gaal G (1998). Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements. J Neurophysiol 79, 159-173.
32. Dostrovsky J & Bergman H (2004). Oscillatory activity in the basal ganglia - relationship to normal physiology and pathophysiology. Brain 127, 721-722.
33. Doyle LM, Kühn AA, Hariz M, Kupsch A, Schneider GH & Brown P (2005). Levodopa-induced modulation of subthalamic beta oscillations during self-paced movements in patients with Parkinson's disease. Eur J Neurosci 21, 1403-1412.
34. Egidi M, Rampini P, Locatelli M, Farabola M, Priori A, Pesenti A, Tamma F, Caputo F, Chiesa V & Villani RM (2002). Visualisation of the subthalamic nucleus: a multiple sequential image fusion (MuSIF) technique for direct stereotaxic localisation and postoperative control. Neurol Sci 23 (Suppl. 2), S71-S72.
35. Foffani G, Ardolino G, Meda B, Egidi M, Rampini P, Caputo E, Baselli G & Priori A (2005a). Altered subthalamo-pallidal synchronisation in parkinsonian dyskinesias. J Neurol Neurosurg Psychiatry 76, 426-428.
36. Foffani G, Ardolino G, Rampini P, Tamma F, Caputo E, Egidi M, Cerutti S, Barbieri S & Priori A (2005b). Physiological recordings from electrodes implanted in the basal ganglia for deep brain stimulation in Parkinson's disease. The of relevance of fast subthalamic rhythms. Acta Neurochir Suppl 93, 97-99.
37. Foffani G, Bianchi AM, Cincotti F, Babiloni C, Carducci F, Babiloni F, Rossini PM & Cerutti S (2004b). Independent component analysis compared to laplacian filtering as 'Deblurring' techniques for event related desynchronization/synchronization. Meth Inf Med 43, 74-78.
38. Foffani G, Bianchi AM, Priori A & Baselli G (2004a). Adaptive autoregressive identification with spectral power decomposition for studying movement-related activity in scalp EEG signals and basal ganglia local field potentials. J Neural Eng 1, 165-173.
39. Foffani G, Priori A, Egidi M, Rampini P, Tamma F, Caputo E, Moxon KA, Cerutti S & Barbieri S (2003). 300-Hz subthalamic oscillations in Parkinson's disease. Brain 126, 2153-2163.
40. Foffani G, Priori A, Rohr M, Pesenti A, Locatelli M, Caputo E et al. (2002). Event-related desynchronization (ERD) in the human subthalamus and internal globus pallidus. J Physiol 539.P, 39P.
41. Freeman WJ & Rogers LJ (2002). Fine temporal resolution of analytic phase reveals episodic synchronization by state transitions in gamma EEGs. J Neurophysiol 87, 937-945.
42. Frost JD Jr (1968). EEG-intracellular potential relationships in isolated cerebral cortex. Electroencephalogr Clin Neurophysiol 24, 434-443.
43. Goldberg JA, Rokni U, Boraud T, Vaadia E & Bergman H (2004). Spike synchronization in the cortex/basal-ganglia networks of Parkinsonian primates reflects global dynamics of the local field potentials. J Neurosci 24, 6003-6010.
44. Gruber WR, Klimesch W, Sauseng P & Doppelmayr M (2005). Alpha phase synchronization predicts P1 and N1 latency and amplitude size. Cereb Cortex 15, 371-377.
45. Hamani C, Saint-Cyr JA, Fraser J, Kaplitt M & Lozano AM (2004). The subthalamic nucleus in the context of movement disorders. Brain 127, 4-20.
46. Haykin S (1994). Communication Systems, 3rd edn. John Wiley & Sons, New York.
47. Hoppensteadt FC & Izhikevich EM (1997). Weakly Connected Neural Networks. Springer-Verlag, New York.
48. Hoppensteadt FC & Izhikevich EM (1998). Thalamo-cortical interactions modeled by weakly connected oscillators: could the brain use FM radio principles? Biosystems 48, 85-94.
49. Hurtado JM, Gray CM, Tamas LB & Sigvardt KA (1999). Dynamics of tremor-related oscillations in the human globus pallidus: a single case study. Proc Natl Acad Sci U S A 96, 1674-1679.
50. Hurtado JM, Lachaux JP, Beckley DJ, Gray CM & Sigvardt KA (2000). Inter- and intralimb oscillator coupling in parkinsonian tremor. Mov Disord 15, 683-691.
51. Hurtado JM, Rubchinsky LL, Sigvardt KA, Wheelock VL & Pappas CT (2005). Temporal evolution of oscillations and synchrony in GPi/muscle pairs in Parkinson's disease. J Neurophysiol 93, 1569-1584.
52. Hutchison WD, Dostrovsky JO, Walters JR, Courtemanche R, Boraud T, Goldberg J & Brown P (2004). Neuronal oscillations in the basal ganglia and movement disorders: evidence from whole animal and human recordings. J Neurosci 24, 9240-9243.
53. Izhikevich EM (1999). Weakly connected quasiperiodic oscillators, FM interactions, and multiplexing in the brain. SIAM J Appl Mathematics 59, 2193-2223.
54. Jansen BH, Agarwal G, Hegde A & Boutros NN (2003). Phase synchronization of the ongoing EEG and auditory EP generation. Clin Neurophysiol 114, 79-85.
55. Karmos G, Lakatos P, Pincze Z, Rajkai C & Ulbert I (2002). Frequency of gamma activity is modulated by motivation in the auditory cortex of cat. Acta Biol Hung 53, 473-483.
56. Kimura T, Toda S, Sekiguchi T & Kirino Y (1998). Behavioral modulation induced by food odor aversive conditioning and its influence on the olfactory responses of an oscillatory brain network in the slug Limax marginatus. Learn Mem 4, 365-375.
57. Kirk IJ (1998). Frequency modulation of hippocampal theta by the supramammillary nucleus, and other hypothalamo-hippocampal interactions: mechanisms and functional implications. Neurosci Biobehav Rev 22, 291-302.
58. Kühn AA, Trottenberg T, Kivi A, Kupsch A, Schneider G & Brown P (2005). The relationship between local field potential and neuronal discharge in the subthalamic nucleus of patients with Parkinson's disease. Exp Neurol 194, 212-220.
59. Kühn AA, Williams D, Kupsch A, Limousin P, Hariz M, Schneider GH, Yarrow K & Brown P (2004). Event-related beta desynchronization in human subthalamic nucleus correlates with motor performance. Brain 127, 735-746.
60. L.I.M.P.E. (2003). Guidelines for the treatment of Parkinson's disease. Neurol Sci 24 (S3), S203-S204.
61. Lakatos P, Szilagyi N, Pincze Z, Rajkai C, Ulbert I & Karmos G (2004). Attention and arousal related modulation of spontaneous gamma-activity in the auditory cortex of the cat. Brain Res Cogn Brain Res 19, 1-9.
62. Levy R, Ashby P, Hutchison WD, Lang AE, Lozano AM & Dostrovsky JO (2002a). Dependence of subthalamic nucleus oscillations on movement and dopamine in Parkinson's disease. Brain 125, 1196-1209.
63. Levy R, Hutchison WD, Lozano AM & Dostrovsky JO (2000). High-frequency synchronization of neuronal activity in the subthalamic nucleus of parkinsonian patients with limb tremor. J Neurosci 20, 7766-7775.
64. Levy R, Hutchison WD, Lozano AM & Dostrovsky JO (2002b). Synchronized neuronal discharge in the basal ganglia of parkinsonian patients is limited to oscillatory activity. J Neurosci 22, 2855-2861.
65. Magill PJ, Sharott A, Bevan MD, Brown P & Bolam JP (2004). Synchronous unit activity and local field potentials evoked in the subthalamic nucleus by cortical stimulation. J Neurophysiol 92, 700-714.
66. Magnani G, Cursi M, Leocani L, Volonte MA, Locatelli T, Elia A & Comi G (1998). Event-related desynchronization to contingent negative variation and self-paced movement paradigms in Parkinson's disease. Mov Disord 13, 653-660.
67. Makeig S, Delorme A, Westerfield M, Jung TP, Townsend J, Courchesne E & Sejnowski TJ (2004). Electroencephalographic brain dynamics following manually responded visual targets. PLoS Biol 2, e176.
68. Makeig S, Westerfield M, Jung TP, Enghoff S, Townsend J, Courchesne E & Sejnowski TJ (2002). Dynamic brain sources of visual evoked responses. Science 295, 690-694.
69. Murthy VN & Fetz EE (1992). Coherent 25- to 35-Hz oscillations in the sensorimotor cortex of awake behaving monkeys. Proc Natl Acad Sci U S A 89, 5670-5674.
70. Murthy VN & Fetz EE (1996a). Synchronization of neurons during local field potential oscillations in sensorimotor cortex of awake monkeys. J Neurophysiol 76, 3968-3982.
71. Murthy VN & Fetz EE (1996b). Oscillatory activity in sensorimotor cortex of awake monkeys: synchronization of local field potentials and relation to behavior. J Neurophysiol 76, 3949-3967.
72. Ohara S, Ikeda A, Kunieda T, Yazawa S, Baba K, Nagamine T, Taki W, Hashimoto N, Mihara T & Shibasaki H (2000). Movement-related change of electrocorticographic activity in human supplementary motor area proper. Brain 123, 1203-1215.
73. Paradiso G, Saint-Cyr JA, Lozano AM, Lang AE & Chen R (2003). Involvement of the human subthalamic nucleus in movement preparation. Neurology 61, 1538-1545.
74. Penny WD, Kiebel SJ, Kilner JM & Rugg MD (2002). Event-related brain dynamics. Trends Neurosci 25, 387-389.
75. Pfurtscheller G & Aranibar A (1979). Evaluation of event-related desynchronization (ERD) preceding and following voluntary self-paced movement. Electroencephalogr Clin Neurophysiol 46, 138-146.
76. Pfurtscheller G, Graimann B, Huggins JE, Levine SP & Schuh LA (2003). Spatiotemporal patterns of beta desynchronization and gamma synchronization in corticographic data during self-paced movement. Clin Neurophysiol 114, 1226-1236.
77. Pfurtscheller G & Lopes da Silva FH (1999). Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 110, 1842-1857.
78. Plenz D & Katai ST (1999). A basal ganglia pacemaker formed by the subthalamic nucleus and external globus pallidus. Nature 400, 677-682.
79. Priori A, Egidi M, Pesenti A, Rohr M, Rampini P, Locatelli M, Tamma F, Caputo E, Chiesa V & Barbieri S (2003). Do intraoperative microrecordings improve subthalamic nucleus targeting in stereotactic neurosurgery for Parkinson's disease? J Neurosurg Sci 47, 56-60.
80. Priori A, Foffani G, Pesenti A, Bianchi A, Chiesa V, Baselli G, Caputo E, Tamma F, Rampini P, Egidi M, Locatelli M, Barbieri S & Scarlato G (2002). Movement-related modulation of neural activity in human basal ganglia and its L-DOPA dependency: recordings from deep brain stimulation electrodes in patients with Parkinson's disease. Neurol Sci 23 (Suppl. 2), S101-S102.
81. Priori A, Foffani G, Pesenti A, Tamma F, Bianchi AM, Pellegrini M, Locatelli M, Moxon KA & Villani RM (2004). Rhythm-specific pharmacological modulation of subthalamic activity in Parkinson's disease. Exp Neurol 189, 369-379.
82. Purpura KP, Kalik SF & Schiff ND (2003). Analysis of perisaccadic field potentials in the occipitotemporal pathway during active vision. J Neurophysiol 90, 3455-3478.
83. Rampini PM, Locatelli M, Alimehmeti R, Tamma F, Caputo E, Priori A, Pesenti A, Rohr M & Egidi M (2003). Multiple sequential image-fusion and direct MRI localisation of the subthalamic nucleus for deep brain stimulation. J Neurosurg Sci 47, 33-39.
84. Riehle A, Grun S, Diesmann M & Aertsen A (1997). Spike synchronization and rate modulation differentially involved in motor cortical function. Science 278, 1950-1953.
85. Rodriguez-Oroz MC, Rodriguez M, Guridi J, Mewes K, Chockkman V, Vitek J, DeLong MR & Obeso JA (2001). The subthalamic nucleus in Parkinson's disease: somatotopic organization and physiological characteristics. Brain 124, 1777-1790.
86. Romanelli P, Esposito V, Schaal DW & Heit G (2005). Somatotopy in the basal ganglia: experimental and clinical evidence for segregated sensorimotor channels. Brain Res Brain Res Rev 48, 112-128.
87. Salinas E & Sejnowski T (2001). Correlated neuronal activity and the flow of neural information. Nat Rev Neurosci 2, 539-550.
88. Schnitzler A & Gross J (2005). Normal and pathological oscillatory communication in the brain. Nat Rev Neurosci 6, 285-296.
89. Sharott A, Magill PJ, Harnack D, Kupsch A, Meissner W & Brown P (2005). Dopamine depletion increases the power and coherence of beta-oscillations in the cerebral cortex and subthalamic nucleus of the awake rat. Eur J Neurosci 21, 1413-1422.
90. Silberstein P, Kühn AA, Kupsch A, Trottenberg T, Krauss JK, Wohrle JC, Mazzone P, Insola A, Di Lazzaro V, Oliviero A, Aziz T & Brown P (2003). Patterning of globus pallidus local field potentials differs between Parkinson's disease and dystonia. Brain 126, 2597-2608.
91. Sochurkova D & Rektor I (2003). Event-related desynchronization/synchronization in the putamen. An SEEG case study. Exp Brain Res 149, 401-404.
92. Stanford IM (2003). Independent neuronal oscillators of the rat globus pallidus. J Neurophysiol 89, 1713-1717.
93. Szurhaj W, Derambure P, Labyt E, Cassim F, Bourriez JL, Isnard J, Guieu JD & Mauguiere F (2003). Basic mechanisms of central rhythms reactivity to preparation and execution of a voluntary movement: a stereoelectroencephalographic study. Clin Neurophysiol 114, 107-119.
94. Terman D, Rubin JE, Yew AC, & Wilson CJ (2002). Activity patterns in a model for the subthalamopallidal network of the basal ganglia. J Neurosci 22, 2963-2976.
95. Toro C, Deuschl G, Thatcher R, Sato S, Kufta C & Hallett M (1994). Event-related desynchronization and movement-related cortical potentials on the ECoG and EEG. Electroencephalogr Clin Neurophysiol 93, 380-389.
96. Varela F, Lachaux JP, Rodriguez E & Martinerie J (2001). The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2, 229-239.
97. Wang HC, Lees AJ & Brown P (1999). Impairment of EEG desynchronisation before and during movement and its relation to bradykinesia in Parkinson's disease. J Neurol Neurosurg Psychiatry 66, 442-446.
98. Wichmann T & DeLong MR (1996). Functional and pathophysiological models of the basal ganglia. Curr Opin Neurobiol 6, 751-758.
99. Wichmann T & DeLong MR (1999). Oscillations in the basal ganglia. Nature 400, 621-622.
100. Wichmann T & DeLong MR (2003). Functional neuroanatomy of the basal ganglia in Parkinson's disease. Adv Neurol 91, 9-18.
101. Williams D, Kühn A, Kupsch A, Tijssen M, van Bruggen G, Speelman H, Hotton G, Loukas C & Brown P (2005). The relationship between oscillatory activity and motor reaction time in the parkinsonian subthalamic nucleus. Eur J Neurosci 21, 249-258.
102. Williams D, Kühn A, Kupsch A, Tijssen M, van Bruggen G, Speelman H, Hotton G, Yarrow K & Brown P (2003). Behavioural cues are associated with modulations of synchronous oscillations in the human subthalamic nucleus. Brain 126, 1975-1985.
103. Williams D, Tijssen M, van Bruggen G, Bosch A, Insola A, Di Lazzaro V, Mazzone P, Oliviero A, Quartarone A, Speelman H & Brown P (2002). Dopamine-dependent changes in the functional connectivity between basal ganglia and cerebral cortex in humans. Brain 125, 1558-1569.