BMC Neuroscience | |
Functional recovery from chronic writer’s cramp by brain-computer interface rehabilitation: a case report | |
Junichi Ushiba3  Meigen Liu5  Masahiko Mukaino1  Tetsuo Ota4  Yasunari Hashimoto2  | |
[1] Department of Rehabilitation Medicine I, School of Medicine, Fujita Health University, Aichi, Japan;Department of Electrical and Electronic Engineering, Kitami Institute of Technology, Hokkaido, Japan;Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Kanagawa, Japan;Asahikawa Medical University Hospital, Hokkaido, Japan;Department of Rehabilitation Medicine, Keio University School of Medicine, Tokyo, Japan | |
关键词: Cortico-muscular coherence; Motor learning; Upper extremity; Neurofeedback; Neurorehabilitation; | |
Others : 1091216 DOI : 10.1186/1471-2202-15-103 |
|
received in 2014-06-06, accepted in 2014-08-28, 发布年份 2014 | |
【 摘 要 】
Background
Dystonia is often currently treated with botulinum toxin injections to spastic muscles, or deep brain stimulation to the basal ganglia. In addition to these pharmacological or neurosurgical measures, a new noninvasive treatment concept, functional modulation using a brain-computer interface, was tested for feasibility. We recorded electroencephalograms (EEGs) over the bilateral sensorimotor cortex from a patient suffering from chronic writer’s cramp. The patient was asked to suppress an exaggerated beta frequency component in the EEG during hand extension.
Results
The patient completed biweekly one-hour training for 5 months without any adverse effects. Significant decrease of the beta frequency component during handwriting was confirmed, and was associated with clear functional improvement.
Conclusion
The current pilot study suggests that a brain-computer Interface can give explicit feedback of ongoing cortical excitability to patients with dystonia and allow them to suppress exaggerated neural activity, resulting in functional recovery.
【 授权许可】
2014 Hashimoto et al.; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20150128170340153.pdf | 961KB | download | |
Figure 6. | 65KB | Image | download |
Figure 5. | 121KB | Image | download |
Figure 4. | 78KB | Image | download |
Figure 3. | 80KB | Image | download |
Figure 2. | 63KB | Image | download |
Figure 1. | 70KB | Image | download |
【 图 表 】
Figure 1.
Figure 2.
Figure 3.
Figure 4.
Figure 5.
Figure 6.
【 参考文献 】
- [1]Birch GE, Bozorgzadeh Z, Mason SG: Initial on-line evaluations of the LF-ASD brain-computer interface with able-bodied and spinal-cord subjects using imagined voluntary motor potentials. IEEE Trans Neural Syst Rehabil Eng 2002, 10:219-224.
- [2]Kübler A, Nijboer F, Mellinger J, Vaughan TM, Pawelzik H, Schalk G, McFarland DJ, Birbaumer N, Wolpaw JR: Patients with ALS can use sensorimotor rhythms to operate a brain-computer interface. Neurology 2005, 64:1775-1777.
- [3]Ramos-Murguialday A, Broetz D, Rea M, Läer L, Yilmaz O, Brasil FL, Liberati G, Curado MR, Garcia-Cossio E, Vyziotis A, Cho W, Agostini M, Soares E, Soekadar S, Caria A, Cohen LG, Birbaumer N: Brain-machine interface in chronic stroke rehabilitation: a controlled study. Ann Neurol 2013, 74:100-108.
- [4]Daly JJ, Wolpaw JR: Brain-computer interfaces in neurological rehabilitation. Lancet Neurol 2008, 7:1032-1043.
- [5]Wang W, Collinger JL, Perez MA, Tyler-Kabara EC, Cohen LG, Birbaumer N, Brose SW, Schwartz AB, Boninger ML, Weber DJ: Neural interface technology for rehabilitation: exploiting and promoting neuroplasticity. Phys Med Rehabil Clin N Am 2010, 21:157-178.
- [6]Broetz D, Braun C, Weber C, Soekadar SR, Caria A, Birbaumer N: Combination of brain-computer interface training and goal-directed physical therapy in chronic stroke: a case report. Neurorehabil Neural Repair 2010, 24:674-679.
- [7]Caria A, Weber C, Brötz D, Ramos A, Ticini LF, Gharabaghi A, Braun C, Birbaumer N: Chronic stroke recovery after combined BCI training and physiotherapy: a case report. Psychophysiology 2011, 48:578-582.
- [8]Shindo K, Kawashima K, Ushiba J, Ota N, Ito M, Ota T, Kimura A, Liu M: Effects of neurofeedback training with an electroencephalogram-based brain-computer interface for hand paralysis in patients with chronic stroke: a preliminary case series study. J Rehabil Med 2011, 43:951-957.
- [9]Mukaino M, Ono T, Shindo K, Fujiwara T, Ota T, Liu M, Ushiba J: The efficacy of brain-computer interface-driven neuromuscular electrical stimulation for chronic paresis after stroke. J Rehabil Medin press
- [10]Fahn S, Bressman SB, Marsden CD: Classification of dystonia. Adv Neurol 1998, 78:1-10.
- [11]Sheehy MP, Marsden CD: Writers’ cramp-a focal dystonia. Brain 1982, 105(Pt 3):461-480.
- [12]Ridding MC, Sheean G, Rothwell JC, Inzelberg R, Kujirai T: Changes in the balance between motor cortical excitation and inhibition in focal, task specific dystonia. J Neurol Neurosurg Psychiatr 1995, 59:493-498.
- [13]Preibisch C, Berg D, Hofmann E, Solymosi L, Naumann M: Cerebral activation patterns in patients with writer’s cramp: a functional magnetic resonance imaging study. J Neurol 2001, 248:10-17.
- [14]Kanovský P, Bares M, Streitová H, Klajblová H, Daniel P, Rektor I: Abnormalities of cortical excitability and cortical inhibition in cervical dystonia evidence from somatosensory evoked potentials and paired transcranial magnetic stimulation recordings. J Neurol 2003, 250:42-50.
- [15]Toro C, Deuschl G, Hallett M: Movement-related electroencephalographic desynchronization in patients with hand cramps: evidence for motor cortical involvement in focal dystonia. Ann Neurol 2000, 47:456-461.
- [16]Tecchio F, Melgari JM, Zappasodi F, Porcaro C, Milazzo D, Cassetta E, Rossini PM: Sensorimotor integration in focal task-specific hand dystonia: a magnetoencephalographic assessment. Neuroscience 2008, 154:563-571.
- [17]Ushiyama J, Suzuki T, Masakado Y, Hase K, Kimura A, Liu M, Ushiba J: Between-subject variance in the magnitude of corticomuscular coherence during tonic isometric contraction of the tibialis anterior muscle in healthy young adults. J Neurophysiol 2011, 106:1379-1388.
- [18]Hashimoto Y, Ushiba J, Kimura A, Liu M, Tomita Y: Correlation between EEG-EMG coherence during isometric contraction and its imaginary execution. Acta Neurobiol Exp (Wars) 2010, 70:76-85.
- [19]Wissel J, Kabus C, Wenzel R, Klepsch S, Schwarz U, Nebe A, Schelosky L, Scholz U, Poewe W: Botulinum toxin in writer’s cramp: objective response evaluation in 31 patients. J Neurol Neurosurg Psychiatr 1996, 61:172-175.
- [20]Hjorth B: An on-line transformation of EEG scalp potentials into orthogonal source derivations. Electroencephalogr Clin Neurophysiol 1975, 39:526-530.
- [21]Kalcher J, Pfurtscheller G: Discrimination between phase-locked and non-phase-locked event-related EEG activity. Electroencephalogr Clin Neurophysiol 1995, 94:381-384.
- [22]Solis-Escalante T, Müller-Putz GR, Pfurtscheller G, Neuper C: Cue-induced beta rebound during withholding of overt and covert foot movement. Clin Neurophysiol 2012, 123:1182-1190.
- [23]Hashimoto Y, Ushiba J: EEG-based classification of imaginary left and right foot movements using beta rebound. Clin Neurophysiol 2013, 124:2153-2160.
- [24]Davison AC, Hinkley DV: Bootstrap Methods and Their Application. Cambridge: University Press; 1997.
- [25]Mima T, Hallett M: Electroencephalographic analysis of cortico-muscular coherence: reference effect, volume conduction and generator mechanism. Clin Neurophysiol 1999, 110:1892-1899.
- [26]Perez MA, Lundbye-Jensen J, Nielsen JB: Changes in corticospinal drive to spinal motoneurones following visuo-motor skill learning in humans. J Physiol 2006, 573:843-855.
- [27]Raethjen J, Govindan RB, Muthuraman M, Kopper F, Volkmann J, Deuschl G: Cortical correlates of the basic and first harmonic frequency of Parkinsonian tremor. Clin Neurophysiol 2009, 120:1866-1872.
- [28]McKeown MJ, Palmer SJ, Au WL, McCaig RG, Saab R, Abu-Gharbieh R: Cortical muscle coupling in Parkinson’s disease (PD) bradykinesia. J Neural Transm Suppl 2006, 70:31-40.
- [29]Ron-Angevin R, Díaz-Estrella A: Brain-computer interface: changes in performance using virtual reality techniques. Neurosci Lett 2009, 449:123-127.