Effect of real-time cortical feedback in motor imagery-based mental practice training

NeuroRehabilitation

Volumn 34, Issue 2, 2014, Pages 355-363

  Bai, Ou ^a   Huang, Dandan ^a   Fei, Ding Yu ^a   Kunz, Richard ^b  

^a Virginia Commonwealth University   (United States)

^b VIRGINIA COMMONWEALTH UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

brain computer interface (BCI); electroencephalography (EEG); event related desynchronization (ERD); mental practice; motor control; Motor imagery

Indexed keywords

ADULT; ARTICLE; BRAIN COMPUTER INTERFACE; CEREBROVASCULAR ACCIDENT; CONTROLLED STUDY; ELECTROENCEPHALOGRAPHY; ELECTROENCEPHALOGRAPHY PHASE SYNCHRONIZATION; FEEDBACK SYSTEM; FEMALE; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; IMAGERY; LIMB MOVEMENT; MOTOR CONTROL; NORMAL HUMAN; RANDOMIZED CONTROLLED TRIAL; TRAINING;

BRAIN-COMPUTER INTERFACE (BCI); ELECTROENCEPHALOGRAPHY (EEG); EVENT-RELATED DESYNCHRONIZATION (ERD); MENTAL PRACTICE; MOTOR CONTROL; MOTOR IMAGERY;

ADULT; CEREBRAL CORTEX; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; FEEDBACK, SENSORY; FEMALE; HUMANS; IMAGINATION; MALE; MOVEMENT; STROKE; THERAPY, COMPUTER-ASSISTED; USER-COMPUTER INTERFACE; WRIST; YOUNG ADULT;

EID: 84901925736     PISSN: 10538135     EISSN: 18786448     Source Type: Journal    
DOI: 10.3233/NRE-131039     Document Type: Article

References (58)

1. Annett, J. (1995). Motor imagery: Perception or action?. Neuropsychologia, 33, 1395-1417
2. Azab, M., Al-Jarrah, M., Nazzal, M., Maayah, M., Sammour, M. A., & Jamous, M. (2009). Effectiveness of constraint-induced movement therapy (CIMT) as home-based therapy on Barthel Index in patients with chronic stroke. Top Stroke Rehabil, 16, 207-211
3. Bai, O., Lin, P., Vorbach, S., Floeter, M. K., Hattori, N., & Hallett, M. (2008). A high performance sensorimotor beta rhythm-based brain-computer interface associated with human natural motor behavior. J Neural Eng, 5, 24-35. (Pubitemid 351372094
4. Bai, O., Lin, P., Vorbach, S., Li, J., Furlani, S., & Hallett, M. (2007). Exploration of computational methods for classification of movement intention during human voluntary movement from single trial EEG. Clin Neurophysiol, 118, 2637-2655
5. Bailey, M. J., Riddoch, M. J., & Crome, P. (2002). Treatment of visual neglect in elderly patients with stroke: A single-subject series using either a scanning and cueing strategy or a left-limb activation strategy. Phys Ther, 82, 782-797
6. Berman, B. D., Horovitz, S. G., Venkataraman, G., & Hallett, M. (2012). Self-modulation of primary motor cortex activity with motor and motor imagery tasks using real-Time fMRI-based neurofeedback. Neuroimage, 59, 917-925
7. Bonifer, N. M., Anderson, K. M., & Arciniegas, D. B. (2005). Constraint-induced movement therapy after stroke: Efficacy for patients with minimal upper-extremity motor ability. Arch Phys Med Rehabil, 86, 1867-1873
8. Brogardh, C., & Sjolund, B. H. (2006). Constraint-inducedmovement therapy in patients with stroke: A pilot study on effects of small group training and of extended mitt use. Clin Rehabil, 20, 218-227
9. Butler, A. J., & Page, S. J. (2006). Mental practice with motor imagery: Evidence for motor recovery and cortical reorganization after stroke. Arch Phys Med Rehabil, 87, S2-11
10. Chen, R., Yaseen, Z., Cohen, L. G., & Hallett, M. (1998). Time course of corticospinal excitability in reaction time and self-paced movements. Ann Neurol, 44, 317-325
11. Daley, K., Mayo, N., & Wood-Dauphinee, S. (1999). Reliability of scores on the Stroke Rehabilitation Assessment of Movement (STREAM) measure. Phys Ther, 79, 8-19; quiz 20-13
12. Dickstein, R., & Deutsch, J. E. (2007). Motor imagery in physical therapist practice. Phys Ther, 87, 942-953
13. Dohle, C., Pullen, J., Nakaten, A., Kust, J., Rietz, C., & Karbe, H. (2009). Mirror therapy promotes recovery from severe hemiparesis: A randomized controlled trial. Neurorehabil Neural Repair, 23, 209-217
14. Facchini, S., Muellbacher,W., Battaglia, F., Boroojerdi, B., & Hallett, M. (2002). Focal enhancement of motor cortex excitability during motor imagery: A transcranial magnetic stimulation study. Acta Neurol Scand, 105, 146-151
15. Fugl-Meyer, A. R., Jaasko, L., Leyman, I., Olsson, S., & Steglind, S. (1975). The post-stroke hemiplegic patient. 1. a method for evaluation of physical performance. Scand J Rehabil Med, 7, 13-31
16. Guan, C. (2009). A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain-Computer Interfaces. IEEE Trans Biomed Eng, 56, 2730-2733
17. Guillot, A., & Collet, C. (2005). Contribution from neurophysiological and psychological methods to the study of motor imagery. Brain Res Brain Res Rev, 50, 387-397
18. Hallett, M. (2000). Transcranial magnetic stimulation and the human brain. Nature, 406, 147-150
19. Hanakawa, T., Dimyan, M. A., & Hallett, M. (2008). Motor planning, imagery, and execution in the distributed motor network: A time-course study with functional MRI. Cereb Cortex, 18, 2775-2788
20. Huang, D., Lin, P., Fei, D. Y., Chen, X., & Bai, O. (2009). Decoding human motor activity from EEG single trials for a discrete two-dimensional cursor control. J Neural Eng, 6, 046005
21. Jasper, H. H., & Andrews, H. L. (1938). Electro-encephalography. III. Normal differentiation of occipital and precentral regions in man. Arch Neurol Psychiat, 39, 95-115
22. Jeannerod, M., & Decety, J. (1995). Mental motor imagery:Awindow into the representational stages of action. Curr Opin Neurobiol, 5, 727-732
23. Kaelin-Lang, A., Luft, A. R., Sawaki, L., Burstein, A. H., Sohn, Y. H., & Cohen, L. G. (2002). Modulation of human corticomotor excitability by somatosensory input. J Physiol, 540, 623-633. (Pubitemid 35190136
24. Kimberley, T. J., Khandekar, G., Skraba, L. L., Spencer, J. A., Van Gorp, E. A., & Walker, S. R. (2006). Neural substrates for motor imagery in severe hemiparesis. Neurorehabil Neural Repair, 20, 268-277
25. Kosslyn, S. M., Ganis, G., & Thompson, W. L. (2001). Neural foundations of imagery. Nat Rev Neurosci, 2, 635-642
26. Laaksonen, K., Kirveskari, E., Makela, J. P., Kaste, M., Mustanoja, S., & Nummenmaa, L. et al. (2012). Effect of afferent input on motor cortex excitability during stroke recovery. Clin Neurophysiol, 123, 2429-2436
27. Langhorne, P. (2004). Review: Comprehensive occupational therapy interventions improve outcomes after stroke. ACP J Club, 140, 7
28. Liepert, J. (2006). Motor cortex excitability in stroke before and after constraint-induced movement therapy. Cogn Behav Neurol, 19, 41-47
29. Liu, K. P., Chan, C. C., Lee, T. M., & Hui-Chan, C.W. (2004). Mental imagery for promoting relearning for people after stroke: A randomized controlled trial. Arch Phys Med Rehabil, 85, 1403-1408
30. Lotze, M., Braun, C., Birbaumer, N., Anders, S., & Cohen, L. G. (2003). Motor learning elicited by voluntary drive. Brain, 126, 866-872
31. Lotze, M., & Cohen, L. G. (2006). Volition and imagery in neurorehabilitation. Cogn Behav Neurol, 19, 135-140
32. Lotze, M., & Halsband, U. (2006). Motor imagery. J Physiol Paris, 99, 386-395. (Pubitemid 43850807
33. Lyle, R. C. (1981). A performance test for assessment of upper limb function in physical rehabilitation treatment and research. Int J Rehabil Res, 4, 483-492
34. McFarland, D. J., Miner, L. A., Vaughan, T. M., & Wolpaw, J. R. (2000). Mu and beta rhythm topographies during motor imagery and actual movements. Brain Topogr, 12, 177-186
35. Michelon, P., Vettel, J. M., & Zacks, J. M. (2006). Lateral somatotopic organization during imagined and prepared movements. J Neurophysiol, 95, 811-822. (Pubitemid 44699086
36. Niemeier, J. P. (1998). The Lighthouse Strategy: Use of a visual imagery technique to treat visual inattention in stroke patients. Brain Inj, 12, 399-406
37. Niemeier, J. P., Cifu, D. X., & Kishore, R. (2001). The lighthouse strategy: Improving the functional status of patients with unilateral neglect after stroke and brain injury using a visual imagery intervention. Top Stroke Rehabil, 8, 10-18
38. Oldfield, R. C. (1971). The assessment and analysis of handedness: The Edinburgh inventory. Neuropsychologia, 9, 97-113
39. Page, S. J., Levine, P., & Leonard, A. C. (2005). Effects of mental practice on affected limb use and function in chronic stroke. Arch Phys Med Rehabil, 86, 399-402
40. Page, S. J., Levine, P., Sisto, S. A., & Johnston, M. V. (2001). Mental practice combined with physical practice for upper-limb motor deficit in subacute stroke. Phys Ther, 81, 1455-1462
41. Pfurtscheller, G. (1981). Central beta rhythm during sensorimotor activities in man. Electroencephalogr Clin Neurophysiol, 51, 253-264. (Pubitemid 11135533
42. Pfurtscheller, G., & Aranibar, A. (1979). Evaluation of event-related desynchronization (ERD) preceding and following voluntary selfpaced movement. Electroencephalogr Clin Neurophysiol, 46, 138-146
43. Pfurtscheller, G., Leeb, R., Keinrath, C., Friedman, D., Neuper, C., & Guger, C. et al. (2006). Walking from thought. Brain Res, 1071, 145-152
44. Pfurtscheller, G., & Lopes da Silva, F. H. (1999). Event-related EEG/MEG synchronization and desynchronization: Basic principles. Clin Neurophysiol, 110, 1842-1857
45. Pfurtscheller, G., Muller, G. R., Pfurtscheller, J., Gerner, H. J., & Rupp, R. (2003). 'Thought'-control of functional electrical stimulation to restore hand grasp in a patient with tetraplegia. Neurosci Lett, 351, 33-36
46. Pfurtscheller, G., Neuper, C., Brunner, C., & da Silva, F. L. (2005). Beta rebound after different types of motor imagery in man. Neurosci Lett, 378, 156-159
47. Pichiorri, F., De Vico Fallani, F., Cincotti, F., Babiloni, F., Molinari, M., & Kleih, S. C. et al. (2011). Sensorimotor rhythm-based brain-computer interface training: The impact on motor cortical responsiveness. J Neural Eng, 8, 025020
48. Poole, J. L. (1991). Application of motor learning principles in occupational therapy. Am J Occup Ther, 45, 531-537
49. Rossini, P. M., Rossi, S., Pasqualetti, P., & Tecchio, F. (1999). Corticospinal excitability modulation to hand muscles during movement imagery. Cereb Cortex, 9, 161-167
50. Sharma, N., Pomeroy,V. M., & Baron, J. C. (2006). Motor imagery:A backdoor to the motor system after stroke?. Stroke, 37, 1941-1952
51. Sharma, N., Simmons, L. H., Jones, P. S., Day, D. J., Carpenter, T. A., & Pomeroy, V. M. et al. (2009). Motor imagery after subcortical stroke: A functional magnetic resonance imaging study. Stroke, 40, 1315-1324
52. Sirigu, A., Cohen, L., Duhamel, J. R., Pillon, B., Dubois, B., & Agid, Y. et al. (1995). Congruent unilateral impairments for real and imagined hand movements. Neuroreport, 6, 997-1001
53. Smania, N., Bazoli, F., Piva, D., & Guidetti, G. (1997). Visuomotor imagery and rehabilitation of neglect. Arch Phys Med Rehabil, 78, 430-436
54. Steriade, M., & Llinas, R. R. (1988). The functional states of the thalamus and the associated neuronal interplay. Physiol Rev, 68, 649-742
55. Volpe, B. T., Huerta, P. T., Zipse, J. L., Rykman, A., Edwards, D., & Dipietro, L. et al. (2009). Robotic devices as therapeutic and diagnostic tools for stroke recovery. Arch Neurol, 66, 1086-1090
56. Welch, P D. (1967). The Use of Fast Fourier Transform for the Estimation of Power Spectra: A Method Based on Time Averaging Over Short, Modified Periodograms. IEEE Trans Audio Electroacoust, AU-15, 70-73
57. Wolf, S. L., Winstein, C. J., Miller, J. P., Thompson, P. A., Taub, E., & Uswatte, G. et al. (2008). Retention of upper limb function in stroke survivors who have received constraint-induced movement therapy: The EXCITE randomised trial. Lancet Neurol, 7, 33-40
58. Wolpaw, J. R., & McFarland, D. J. (2004). Control of a twodimensional movement signal by a noninvasive brain-computer interface in humans. Proc Natl Acad Sci U S A, 101, 17849-17854. (Pubitemid 40051975