Bridging the gap between motor imagery and motor execution with a brain-robot interface

被引:75
作者
Bauer, Robert [1 ,2 ,3 ]
Fels, Meike [1 ,2 ,3 ]
Vukelic, Mathias [1 ,2 ,3 ]
Ziemann, Ulf [4 ,5 ]
Gharabaghi, Alireza [1 ,2 ,3 ]
机构
[1] Univ Tubingen, Div Translat Neurosurg, Dept Neurosurg, D-72076 Tubingen, Germany
[2] Univ Tubingen, Div Funct & Restorat Neurosurg, Dept Neurosurg, D-72076 Tubingen, Germany
[3] Univ Tubingen, Ctr Integrat Neurosci, D-72076 Tubingen, Germany
[4] Univ Tubingen, Dept Neurol & Stroke, D-72076 Tubingen, Germany
[5] Univ Tubingen, Hertie Inst Clin Brain Res, D-72076 Tubingen, Germany
关键词
Resting state; Motor imagery; Brain-robot interface; Effective connectivity; Phase slope index; Brain-machine interface; Brain-computer interface; Neurorehabilitation; Functional Restoration; PREMOTOR CORTEX; MENTAL PRACTICE; STROKE; MOVEMENTS; REORGANIZATION; CONNECTIVITY; MODULATION; ACTIVATION; NETWORKS; PHASE;
D O I
10.1016/j.neuroimage.2014.12.026
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
According to electrophysiological studies motor imagery and motor execution are associated with perturbations of brain oscillations over spatially similar cortical areas. By contrast, neuroimaging and lesion studies suggest that at least partially distinct cortical networks are involved in motor imagery and execution. We sought to further disentangle this relationship by studying the role of brain-robot interfaces in the context of motor imagery and motor execution networks. Twenty right-handed subjects performed several behavioral tasks as indicators for imagery and execution of movements of the left hand, i.e. kinesthetic imagery, visual imagery, visuomotor integration and tonic contraction. In addition, subjects performed motor imagery supported by haptic/proprioceptive feedback from a brain-robot-interface. Principal component analysis was applied to assess the relationship of these indicators. The respective cortical resting state networks in the a-range were investigated by electroencephalography using the phase slope index. We detected two distinct abilities and cortical networks underlying motor control: a motor imagery network connecting the left parietal and motor areas with the right prefrontal cortex and a motor execution network characterized by transmission from the left to right motor areas. We found that a brain-robot-interface might offer a way to bridge the gap between these networks, opening thereby a backdoor to the motor execution system. This knowledge might promote patient screening and may lead to novel treatment strategies, e.g. for the rehabilitation of hemiparesis after stroke. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:319 / 327
页数:9
相关论文
共 73 条
[1]   Monitoring of muscle fatigue during isokinetic exercise [J].
Airaksinen, O ;
Rantanen, P ;
Sihvonen, T ;
Airaksinen, K ;
Hänninen, O ;
Herno, A .
ACUPUNCTURE & ELECTRO-THERAPEUTICS RESEARCH, 2001, 26 (04) :253-261
[2]   The Resting Human Brain and Motor Learning [J].
Albert, Neil B. ;
Robertson, Edwin M. ;
Miall, R. Chris .
CURRENT BIOLOGY, 2009, 19 (12) :1023-1027
[3]   A Large Clinical Study on the Ability of Stroke Patients to Use an EEG-Based Motor Imagery Brain-Computer Interface [J].
Ang, Kai Keng ;
Guan, Cuntai ;
Chua, Karen Sui Geok ;
Ang, Beng Ti ;
Kuah, Christopher Wee Keong ;
Wang, Chuanchu ;
Phua, Kok Soon ;
Chin, Zheng Yang ;
Zhang, Haihong .
CLINICAL EEG AND NEUROSCIENCE, 2011, 42 (04) :253-258
[4]  
[Anonymous], 2010, J MACHINE LEARNING R
[5]   State-Dependent and Timing-Dependent Bidirectional Associative Plasticity in the Human SMA-M1 Network [J].
Arai, Noritoshi ;
Mueller-Dahlhaus, Florian ;
Murakami, Takenobu ;
Bliem, Barbara ;
Lu, Ming-Kuei ;
Ugawa, Yoshikazu ;
Ziemann, Ulf .
JOURNAL OF NEUROSCIENCE, 2011, 31 (43) :15376-15383
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   Neurophysiological predictor of SMR-based BCI performance [J].
Blankertz, Benjamin ;
Sannelli, Claudia ;
Haider, Sebastian ;
Hammer, Eva M. ;
Kuebler, Andrea ;
Mueller, Klaus-Robert ;
Curio, Gabriel ;
Dickhaus, Thorsten .
NEUROIMAGE, 2010, 51 (04) :1303-1309
[8]   The effects of mental practice in neurological rehabilitation; a systematic review and meta-analysis [J].
Braun, Susy ;
Kleynen, Melanie ;
van Heel, Tessa ;
Kruithof, Nena ;
Wade, Derick ;
Beurskens, Anna .
FRONTIERS IN HUMAN NEUROSCIENCE, 2013, 7
[9]   Parietofrontal integrity determines neural modulation associated with grasping imagery after stroke [J].
Buch, Ethan R. ;
Shanechi, Amirali Modir ;
Fourkas, Alissa D. ;
Weber, Cornelia ;
Birbaumer, Niels ;
Cohen, Leonardo G. .
BRAIN, 2012, 135 :596-614
[10]   Low-frequency rTMS over lateral premotor cortex induces lasting changes in regional activation and functional coupling of cortical motor areas [J].
Chen, WH ;
Mima, T ;
Siebner, HR ;
Oga, T ;
Hara, H ;
Satow, T ;
Begum, T ;
Nagamine, T ;
Shibasaki, H .
CLINICAL NEUROPHYSIOLOGY, 2003, 114 (09) :1628-1637