Brain oscillatory activity during motor imagery in EEG-fMRI coregistration

Magnetic Resonance Imaging

Volumn 28, Issue 10, 2010, Pages 1403-1412

  Formaggio, Emanuela ^a,b   Storti, Silvia Francesca ^a   Cerini, Roberto ^c   Fiaschi, Antonio ^a,d   Manganotti, Paolo ^a,d  

^a UNIVERSITY OF VERONA   (Italy)

^b UNIVERSITY OF PADOVA   (Italy)

^c UNIVERSITY OF VERONA   (Italy)

^d IRCCS SAN CAMILLO HOSPITAL   (Italy)

Author keywords

Alpha power; Beta power; BOLD; EEG; ERD; Motor imagery

Indexed keywords

ADULT; ALPHA RHYTHM; ARTICLE; BETA RHYTHM; BLOOD OXYGENATION; BRAIN FUNCTION; BRAIN MAPPING; BRAIN REGION; COGNITION; CONTROLLED STUDY; CORTICAL SYNCHRONIZATION; ELECTROENCEPHALOGRAM; EVOKED RESPONSE; FEMALE; FOURIER TRANSFORMATION; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; MOTOR IMAGERY; NORMAL HUMAN; OSCILLATION; PRIORITY JOURNAL; REST; SENSORIMOTOR CORTEX; SIGNAL PROCESSING; TASK PERFORMANCE;

ADULT; BIOLOGICAL CLOCKS; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, MOTOR; FEMALE; HUMANS; IMAGINATION; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; MOTOR CORTEX; OXYGEN CONSUMPTION; SUBTRACTION TECHNIQUE;

EID: 78449234129     PISSN: 0730725X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mri.2010.06.030     Document Type: Article

References (57)

1. Annett J. Motor imagery: perception or action?. Neuropsychologia 1995, 33:1395-1417.
2. Jeannerod M. Neural simulation of action: a unifying mechanism for motor cognition. Neuroimage 2001, 14:103-109.
3. Johnson S.H., Rotte M., Grafton S.T., Hinrichs H., Gazzaniga M.S., Heinze H.J. Selective activation of a parietofrontal circuit during implicitly imagined prehension. Neuroimage 2002, 17(4):1693-1704.
4. Solodkin A., Hlustik P., Chen E.E., Small S.L. Fine modulation in network activation during motor execution and motor imagery. Cereb Cortex 2004, 14:1246-1255.
5. Yágüez L., Nagel D., Hoffman H., Canavan A.G., Wist E., Hömberg V. A mental route to motor learning: improving trajectorial kinematics through imagery training. Behav Brain Res 1998, 90(1):95-106.
6. Yue G., Cole K.J. Strength increases from the motor program: comparison of training with maximal voluntary and imagined muscle contractions. J Neurophysiol 1992, 67(5):1114-1123.
7. Atienza F.L., Balaguer I., García-Merita M.L. Video modeling and imaging training on performance of tennis service of 9- to 12-year-old children. Percept Mot Skills 1998, 87(2):519-529.
8. Brouziyne M., Molinaro C. Mental imagery combined with physical practice of approach shots for golf beginners. Percept Mot Skills 2005, 1:203-211.
9. Fairweather M. The coaching process: principles and practice for sport 1999, 113-129. Butterworth-Heinemann, New York. P.N. Cross, J. Lyle (Eds.).
10. Feltz D.I., Landers D.M. The effects of mental practice on motor skill learning and performance: a meta-analysis. J Sports Psychol 1983, 5:25-57.
11. Fitts P.M., Posner M.I. Human performance prentice-hall international, London 1973.
12. Landin D.K., Hebert E.P., Fairweather M. The effects of variable practice on the performance of a basketball skill. Res Q Exerc Sport 1993, 64:232-237.
13. Sharma N., Pomeroy V.M., Baron J.C. Motor imagery: a backdoor to the motor system after stroke?. Stroke 2006, 37(7):1941-1952.
14. Jeannerod M. Mental imagery in the motor context. Neuropsychology 1995, 33:1419-1432.
15. Beisteiner R., Hollinger P., Lindinger G., Lang W., Berthoz A. Mental representations of movements. Brain potentials associated with imagination of hand movements. Electroencephalogr Clin Neurophysiol 1995, 96:183-193.
16. Schnitzler A., Salenius S., Salmelin R., Jousmaki V., Hari R. Involvement of primary motor cortex in motor imagery: a neuromagnetic study. Neuroimage 1997, 6:201-208.
17. Gaustaut H. Etude electrocorticographique de la reactivite des rhytmes rolandiques. Rev Neurol 1952, 87:176-182.
18. Niedermeyer E. Alpha rhythms as normal and abnormal phenomena. Int J Psychophysiol 1997, 26:31-49.
19. Pfurtscheller G., Aranibar A. Evaluation of event-related desynchronization (ERD) preceding and following voluntary self-paced movement. Electroencephalogr Clin Neurophysiol 1979, 46:138-146.
20. Chatrian G.E., Petersen M.C., Lazarte A. The blocking of the Rolandic wicket rhythm and some central changes related to movement. Electroencephalogr Clin Neurophysiol 1959, 11:497-510.
21. Schupp H.T., Lutzenberger W., Birbaumer N., Miltner W., Braun C. Neurophysiological differences between perception and imagery. Cogn Brain Res 1994, 2:77-86.
22. McFarland D.J., Miner L.A., Vaughan T.M., Wolpaw J.R. Mu and beta rhythm topographies during motor imagery and actual movements. Brain Topogr 2000, 12(3):177-186.
23. Pfurtscheller G., Neuper C. Motor imagery activates primary sensorimotor area in humans. Neurosci Lett 1997, 239:65-68.
24. Rizzolatti G., Fogassi L., Gallese V. Motor and cognitive functions of the ventral premotor cortex. Curr Opin Neurobiol 2002, 12:149-154.
25. Neuper C., Scherer R., Reiner M., Pfurtscheller G. Imagery of motor actions: differential effects of kinesthetic and visual-motor mode of imagery in single-trial EEG. Brain Res Cogn Brain Res 2005, 25(3):668-677.
26. Ives J.R., Warach S., Schmitt F., Edelman R.R., Schomer D.L. Monitoring the patient's EEG during echo planar MRI. Neurophysiology 1993, 87:417-420.
27. Friston K.J., Ashburner J.T., Kiebel S.J., Nichols T.E., Penny W.D. Statistical parametric mapping 2007, 178. Academic Press, London, [chapter 14].
28. Manganotti P., Gerloff C., Toro C., Katsuta H., Sadato N., Zhuang P., et al. Task-related coherence and task-related spectral power changes during sequential finger movements. Electroencephalogr Clin Neurophysiol 1998, 109(1):50-62.
29. Formaggio E., Storti S.F., Avesani M., Cerini R., Milanese F., Gasparini A., et al. EEG and fMRI coregistration to investigate the cortical oscillatory activities during finger movement. Brain Topogr 2008, 21(2):100-111.
30. Storti S.F., Formaggio E., Beltramello A., Fiaschi A., Manganotti P. Wavelet analysis as a tool for investigating movement-related cortical oscillations in EEG-fMRI coregistration. Brain Topogr 2010, 23(1):46-57.
31. Oldfield R.C. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 1971, 9(1):97-113.
32. Manganotti P., Formaggio E., Milanese F., Gasparini A., Storti S.F., Cerini R., et al. Continuous EEG-fMRI study in patients with partial epilepsy and focal interictal slow-wave discharges on EEG. Magn Reson Imaging 2008, 26(8):1089-1100.
33. Delorme A., Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 2004, 134:9-21.
34. Allen P.J., Joseph O., Turner R. A method for removing imaging artifact from continuous EEG recorded during functional MRI. Neuroimage 2000, 12:230-239.
35. Allen P.J., Polizzi G., Krakow K., Fish D.R., Lemieux L. Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction. Neuroimage 1998, 8(3):229-239.
36. Leocani L., Toro C., Manganotti P., Zhuang P., Hallett M. Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements. Electroencephalogr Clin Neurophysiol 1997, 104:199-206.
37. Friston K.J., Holmes A.P., Worsely K.J., Poline J.P., Frith C.D., Frackowiak R.S.J. Statistical parametric maps in functional imaging: a general linear approach. Hum Brain Mapp 1995, 2:173-181.
38. Friston K.J., Fletcher P., Josephs O., Holmes A., Rugg M.D., Turner R. Event-related fMRI: characterizing differential responses. Neuroimage 1998, 7(1):30-40.
39. Babiloni F., Cincotti F., Babiloni C., Carducci F., Mattia D.L., Astolfi L., et al. Estimation of the cortical functional connectivity with the multimodal integration of high-resolution EEG and fMRI data by directed transfer function. Neuroimage 2005, 24:118-131.
40. Brookes M.J., Gibson A.M., Hall S.D., Furlong P.L., Barnes G.R., Hillebrand A., et al. GLM-beamformer method demonstrates stationary field, alpha ERD and gamma ERS colocalisation with fMRI BOLD response in visual cortex. Neuroimage 2005, 26(1):302-308.
41. Deiber M.P., Ibañez V., Honda M., Sadato N., Raman R., Hallett M. Cerebral processes related to visuomotor imagery and generation of simple finger movements studied with positron emission tomography. Neuroimage 1998, 7(2):73-85.
42. Yuan H., Liu T., Szarkowski R., Rios C., Ashe J., He B. Negative covariation between task-related responses in alpha/beta-band activity and BOLD in human sensorimotor cortex: an EEG and fMRI study of motor imagery and movements. Neuroimage 2010, 49(3):2596-2606.
43. Lafleur M.F., Jackson P.L., Malouin F., Richards C.L., Evans A.C., Doyon J. Motor learning produces parallel dynamic functional changes during the execution and imagination of sequential foot movements. Neuroimage 2002, 16(1):142-157.
44. Lotze M., Montoya P., Erb M., Hülsmann E., Flor H., Klose U., et al. Activation of cortical and cerebellar motor areas during executed and imagined hand movements: an fMRI study. J Cogn Neurosci 1999, 11(5):491-501.
45. Luft A.R., Skalej M., Stefanou A., Klose U., Voigt K. Comparing motion- and imagery-related activation in the human cerebellum: a functional MRI study. Hum Brain Mapp 1998, 6(2):105-113.
46. Roland P.E., Larsen B., Lassen N.A., Skinhoj E. Supplementary motor area and other cortical areas in organization of voluntary movements in man. J Neurophysiol 1980, 43:118-136.
47. Stephan K.M., Fink G.R., Passingham R.E., Silbersweig D., Ceballos-Baumann A.O., Frith C.D., et al. Functional anatomy of the mental representation of upper extremity movements in healthy subjects. J Neurophysiol 1995, 73(1):373-386.
48. Gerardin E., Sirigu A., Lehericy S., Poline J.B., Gaymard B., Marsault C., et al. Partially overlapping neural networks for real and imagined hand movements. Cereb Cortex 2000, 10:1093-1104.
49. Nair D.G., Purcott K.L., Fuchs A., Steinberg F., Kelso J.A. Cortical and cerebellar activity of the human brain during imagined and executed unimanual and bimanual action sequences: a functional MRI study. Brain Res Cogn Brain Res 2003, 15(3):250-260.
50. Porro C.A., Francescato M.P., Cettolo V., Diamond M.E., Baraldi P., Zuiani C., et al. Primary motor and sensory cortex activation during motor performance and motor imagery: a functional magnetic resonance imaging study. J Neurosci 1996, 16(23):7688-7698.
51. Roth M., Decety J., Raybaudi M., Massarelli R., Delon-Martin C., Segebarth C., et al. Possible involvement of primary motor cortex in mentally simulated movement: a functional magnetic resonance imaging study. Neuroreport 1996, 7(7):1280-1284.
52. Menon V., Crottaz-Herbette S. Combined EEG and fMRI studies of human brain function. Int Rev Neurobiol 2005, 66:291-321. [Review].
53. Friston K.J., Holmes A.P., Price C.J., Buchel C., Worsley KJ. Multi-subject fMRI studies and conjunction analyses. Neuroimage 1999, 10(4):385-396.
54. Smith S.M. Overview of fMRI analysis. Br J Radiol 2004, 77:S167-S175. [Review].
55. De Yoe E.A., Bandettini P., Neitz J., Miller D., Winans P. Functional magnetic resonance imaging (FMRI) of the human brain. J Neurosci Methods 1994, 54:171-187.
56. Kim S.G., Ugurbil K. Functional magnetic resonance imaging of the human brain. J Neurosci Methods 1997, 74:229-243.
57. Ogawa S., Menon R.S., Kim S.G., Ugurbil K. On the characteristics of functional magnetic resonance imaging of the brain. Annu Rev Biophys Biomol Struct 1998, 27:447-474.