A novel experimental setup combining EEG and robotics to investigate brain activity driving controlled reaching movements in chronic stroke survivors

When chronic, hemiparetic stroke survivors make reaching movements while lifting the paretic arm against gravity, their ability to generate the necessary independent joint movements for reaching degrades dramatically due to abnormal muscle coactivation patterns that couple shoulder abduction with elbow flexion. The neural mechanisms behind the appearance of abnormal coordination patterns during post-stroke recovery are largely unknown, but they are possibly related to a loss in cortical resolution and an increased usage of undamaged, indirect descending motor pathways via the brainstem. In order to investigate the underlying mechanisms for this behavior in chronic stroke survivors, we have developed a novel experimental setup that simultaneously records electroencephalographic (EEG) signals while the test subject makes different reaching movements with an ACT3D robot. This method allows us to map brain activity during controlled reaching movements with different levels of robot-mediated limb support for the first time. Our results provide evidence for changes in cortical activity driving realistic upper-extremity reaching movements as independent joint control becomes compromised in stroke survivors.

[1]  H. Kornhuber,et al.  [CHANGES IN THE BRAIN POTENTIAL IN VOLUNTARY MOVEMENTS AND PASSIVE MOVEMENTS IN MAN: READINESS POTENTIAL AND REAFFERENT POTENTIALS]. , 1965, Pflugers Archiv fur die gesamte Physiologie des Menschen und der Tiere.

[2]  H. Hislop,et al.  Movement therapy in hemiplegia : a neurophysiological approach , 1970 .

[3]  D. Lehmann,et al.  Low resolution electromagnetic tomography: a new method for localizing electrical activity in the brain. , 1994, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[4]  W. Rymer,et al.  Abnormal muscle coactivation patterns during isometric torque generation at the elbow and shoulder in hemiparetic subjects. , 1995, Brain : a journal of neurology.

[5]  T. Ebner,et al.  Temporal encoding of movement kinematics in the discharge of primate primary motor and premotor neurons. , 1995, Journal of neurophysiology.

[6]  R. Andersen,et al.  Coding of intention in the posterior parietal cortex , 1997, Nature.

[7]  B. Rosen,et al.  A functional MRI study of subjects recovered from hemiparetic stroke. , 1997, Stroke.

[8]  Bin He,et al.  Estimating cortical potentials from scalp EEG's in a realistically shaped inhomogeneous head model by means of the boundary element method. , 1999, IEEE transactions on bio-medical engineering.

[9]  N. Hogan,et al.  Overview of clinical trials with MIT-MANUS: a robot-aided neuro-rehabilitation facility. , 1999, Technology and health care : official journal of the European Society for Engineering and Medicine.

[10]  W Z Rymer,et al.  Reorganization of flexion reflexes in the upper extremity of hemiparetic subjects , 1999, Muscle & nerve.

[11]  N. Hogan,et al.  Robot training enhanced motor outcome in patients with stroke maintained over 3 years , 1999, Neurology.

[12]  J. Dewald,et al.  Disturbances of voluntary movement coordination in stroke: problems of planning or execution? , 1999, Progress in brain research.

[13]  W. Rymer,et al.  Understanding and treating arm movement impairment after chronic brain injury: progress with the ARM guide. , 2014, Journal of rehabilitation research and development.

[14]  M. Fuchs,et al.  Boundary element method volume conductor models for EEG source reconstruction , 2001, Clinical Neurophysiology.

[15]  J P Dewald,et al.  Upper-Limb Discoordination in Hemiparetic Stroke: Implications for Neurorehabilitation , 2001, Topics in stroke rehabilitation.

[16]  J. Dewald,et al.  Abnormal joint torque patterns in the paretic upper limb of subjects with hemiparesis , 2001, Muscle & nerve.

[17]  D. Lehmann,et al.  Functional imaging with low-resolution brain electromagnetic tomography (LORETA): a review. , 2002, Methods and findings in experimental and clinical pharmacology.

[18]  H. Kornhuber,et al.  Hirnpotentialänderungen bei Willkürbewegungen und passiven Bewegungen des Menschen: Bereitschaftspotential und reafferente Potentiale , 1965, Pflüger's Archiv für die gesamte Physiologie des Menschen und der Tiere.

[19]  N. Ward Functional reorganization of the cerebral motor system after stroke , 2004, Current opinion in neurology.

[20]  J. Hidler,et al.  Robotic-assessment of walking in individuals with gait disorders , 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[21]  H. Kornhuber,et al.  Distribution of readiness potential, pre-motion positivity, and motor potential of the human cerebral cortex preceding voluntary finger movements , 2004, Experimental Brain Research.

[22]  Julius P. A. Dewald,et al.  Evaluation of different cortical source localization methods using simulated and experimental EEG data , 2005, NeuroImage.

[23]  W. Rymer,et al.  Robot-assisted reaching exercise promotes arm movement recovery in chronic hemiparetic stroke: a randomized controlled pilot study , 2006, Journal of NeuroEngineering and Rehabilitation.

[24]  Richard S. J. Frackowiak,et al.  Motor system activation after subcortical stroke depends on corticospinal system integrity. , 2006, Brain : a journal of neurology.

[25]  Jean Gotman,et al.  Evaluation of EEG localization methods using realistic simulations of interictal spikes , 2006, NeuroImage.