Feasibility of a New Application of Noninvasive Brain Computer Interface (BCI): A Case Study of Training for Recovery of Volitional Motor Control After Stroke

被引:210
作者
Daly, Janis J. [1 ,2 ]
Cheng, Roger [1 ]
Rogers, Jean [1 ]
Litinas, Krisanne [1 ]
Hrovat, Kenneth [1 ]
Dohring, Mark [1 ]
机构
[1] Louis Stokes Cleveland Dept Vet Affairs Med Ctr, Cognit & Motor Learning Res Program, Cleveland, OH 44106 USA
[2] Case Western Reserve Univ, Sch Med, Dept Neurol, Cleveland, OH 44106 USA
来源
JOURNAL OF NEUROLOGIC PHYSICAL THERAPY | 2009年 / 33卷 / 04期
关键词
coordination; motor learning; motor control; functional electrical stimulation; FES; neuromuscular electrical stimulation stroke; NMES;
D O I
10.1097/NPT.0b013e3181c1fc0b
中图分类号
R74 [神经病学与精神病学];
学科分类号
100204 [神经病学];
摘要
Background/Purpose: A large proportion of individuals with stroke have persistent deficits for which current interventions have not restored normal motor behavior. Noninvasive brain computer interfaces (BCIs) have potential advantages for restoration of function. There are also potential advantages for combining BCI with functional electrical stimulation (FES). We tested the feasibility of combined BCI + FES for motor learning after stroke. Case Description: The participant was a 43-year-old woman who was 10 months post-stroke. She was unable to produce isolated movement of any of the digits of her involved hand. With effort she exhibited simultaneous mass hyperextension of metacarpal phalangeal joints of all four fingers and thumb with simultaneous flexion of proximal interphalangeal and distal interphalangeal joints of all fingers. Intervention: Brain signals from the lesioned hemisphere were used to trigger FES for movement practice. The BCI + FES intervention consisted of trials of either attempted finger movement and relax conditions or imagined finger movement and relax conditions. The training was performed three times per week for three weeks (nine sessions total). Outcome: The participant exhibited highly accurate control of brain signal in the first session for attempted movement (97%), imagined movement (83%), and some difficulties with attempted relaxation (65%). By session 6, control of relaxation (deactivation of brain signal) improved to > 80%. After nine sessions (three per week) of BCI + FES intervention, the participant demonstrated recovery of volitional isolated index finger extension. Discussion: BCI + FES training for motor learning after stroke was feasible. A highly accurate brain signal control was achieved, and this signal could be reliably used to trigger the FES device for isolated index finger extension. With training, volitional control of isolated finger extension was attained in a small number of sessions. The source of motor recovery could be attributable to BCI, FES, combined BCI + FES, or whole arm or hand motor task practice.
引用
收藏
页码:203 / 211
页数:9
相关论文
共 30 条
[1]
Alon G, 2003, NEUROREHABILITATION, V18, P215
[2]
Brain-computer interfaces: communication and restoration of movement in paralysis [J].
Birbaumer, Niels ;
Cohen, Leonardo G. .
JOURNAL OF PHYSIOLOGY-LONDON, 2007, 579 (03) :621-636
[3]
Think to move: a neuromagnetic brain-computer interface (BCI) system for chronic stroke [J].
Buch, Ethan ;
Weber, Cornelia ;
Cohen, Leonardo G. ;
Braun, Christoph ;
Dimyan, Michael A. ;
Ard, Tyler ;
Mellinger, Jurgen ;
Caria, Andrea ;
Soekadar, Surjo ;
Fourkas, Alissa ;
Birbaumer, Niels .
STROKE, 2008, 39 (03) :910-917
[4]
REPETITIVE TRAINING OF ISOLATED MOVEMENTS IMPROVES THE OUTCOME OF MOTOR REHABILITATION OF THE CENTRALLY PARETIC HAND [J].
BUTEFISCH, C ;
HUMMELSHEIM, H ;
DENZLER, P ;
MAURITZ, KH .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 1995, 130 (01) :59-68
[5]
Putting the brain on the map: Use of transcranial magnetic stimulation to assess and induce cortical plasticity of upper-extremity movement [J].
Butler, Andrew J. ;
Wolf, Steven L. .
PHYSICAL THERAPY, 2007, 87 (06) :719-736
[6]
Brain-computer interfaces in neurological rehabilitation [J].
Daly, Janis J. ;
Wolpaw, Jonathan R. .
LANCET NEUROLOGY, 2008, 7 (11) :1032-1043
[7]
Construction of efficacious gait and upper limb functional interventions based on brain plasticity evidence and model-based measures for stroke patients [J].
Daly, Janis J. ;
Ruff, Robert L. .
THESCIENTIFICWORLDJOURNAL, 2007, 7 :2031-2045
[8]
Response to upper-limb robotics and functional neuromuscular stimulation following stroke [J].
Daly, Janis J. ;
Hogan, Neville ;
Perepezko, Elizabeth M. ;
Krebs, Hermano I. ;
Rogers, Jean M. ;
Goyal, Kann S. ;
Dohring, Mark E. ;
Fredrickson, Eric ;
Nethery, Joan ;
Ruff, Robert L. .
JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT, 2005, 42 (06) :723-736
[9]
A randomized controlled trial of functional neuromuscular stimulation in chronic stroke subjects [J].
Daly, JJ ;
Roenigk, K ;
Holcomb, J ;
Rogers, JM ;
Butler, K ;
Gansen, J ;
McCabe, J ;
Fredrickson, E ;
Marsolais, EB ;
Ruff, RL .
STROKE, 2006, 37 (01) :172-178
[10]
Dohring ME, 2008, DEV HARDWARE SOFTWAR