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Published in: Journal of NeuroEngineering and Rehabilitation 1/2016

Open Access 01-12-2016 | Research

EEG response varies with lesion location in patients with chronic stroke

Authors: Wanjoo Park, Gyu Hyun Kwon, Yun-Hee Kim, Jong-Hwan Lee, Laehyun Kim

Published in: Journal of NeuroEngineering and Rehabilitation | Issue 1/2016

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Abstract

Background

Brain activation differs according to lesion location in functional magnetic resonance imaging (fMRI) studies, but lesion location-dependent electroencephalographic (EEG) alterations are unclear. Because of the increasing use of EEG-based brain-computer-interface rehabilitation, we examined lesion location-dependent EEG patterns in patients with stroke while they performed motor tasks.

Methods

Twelve patients with chronic stroke were divided into three subgroups according to their lesion locations: supratentorial lesions that included M1 (SM1+), supratentorial lesions that excluded M1 (SM1-), and infratentorial (INF) lesions. Participants performed three motor tasks [active, passive, and motor imagery (MI)] with supination and grasping movements. The hemispheric asymmetric indexes, which were calculated with laterality coefficients (LCs), the temporal changes in the event-related desynchronization (ERD) patterns in the bilateral motor cortex, and the topographical distributions in the 28-channel EEG patterns around the supplementary motor area and bilateral motor cortex of the three participant subgroups were compared with those of the 12 age-matched healthy controls.

Results

The SM1+ group exhibited negative LC values in the active and MI motor tasks, while the other patient subgroups exhibited positive LC values. Negative LC values indicate that the ERD/ERS intensity of the ipsilateral hemisphere is higher than the contralateral hemisphere, whereas positive LC values indicate that the ERD/ERS intensity of the contralateral hemisphere is higher than the ipsilateral hemisphere. The LC values of SM1+ and healthy controls differed significantly (rank-sum test, p < 0.05) in both the supination and grasping movements in the active task. The three patient subgroups differed distinctly from each other in the topography analysis.

Conclusions

The hemispheric asymmetry and topographic characteristics of the beta band power patterns in the patients with stroke differed according to the location of the lesion, which suggested that EEG analyses of neurorehabilitation should be implemented according to lesion location.
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Literature
1.
go back to reference Murray CJ, Lopez AD. Mortality by cause for eight regions of the world: Global burden of disease study. Lancet. 1997;349:1269–76.CrossRefPubMed Murray CJ, Lopez AD. Mortality by cause for eight regions of the world: Global burden of disease study. Lancet. 1997;349:1269–76.CrossRefPubMed
3.
go back to reference Crafton KR, Mark AN, Cramer SC. Improved understanding of cortical injury by incorporating measures of functional anatomy. Brain. 2003;126:1650–59.CrossRefPubMed Crafton KR, Mark AN, Cramer SC. Improved understanding of cortical injury by incorporating measures of functional anatomy. Brain. 2003;126:1650–59.CrossRefPubMed
4.
go back to reference Shelton FN, Reding MJ. Effect of lesion location on upper limb motor recovery after stroke. Stroke. 2001;32:107–12.CrossRefPubMed Shelton FN, Reding MJ. Effect of lesion location on upper limb motor recovery after stroke. Stroke. 2001;32:107–12.CrossRefPubMed
5.
go back to reference Tatemichi TK, Desmond DW, Stern Y, Paik M, Sano M, Bagiella E. Cognitive impairment after stroke: frequency, patterns, and relationship to functional abilities. J Neurol Neurosurg Psychiatr. 1994;57:202–7.CrossRefPubMedPubMedCentral Tatemichi TK, Desmond DW, Stern Y, Paik M, Sano M, Bagiella E. Cognitive impairment after stroke: frequency, patterns, and relationship to functional abilities. J Neurol Neurosurg Psychiatr. 1994;57:202–7.CrossRefPubMedPubMedCentral
6.
go back to reference Robinson RG, Kubos KL, Starr LB, Rao K, Price TR. Mood disorders in stroke patients: importance of location of lesion. Brain. 1984;107:81–93.CrossRefPubMed Robinson RG, Kubos KL, Starr LB, Rao K, Price TR. Mood disorders in stroke patients: importance of location of lesion. Brain. 1984;107:81–93.CrossRefPubMed
7.
go back to reference Bhogal SK, Teasell R, Foley N, Speechley M. Lesion location and poststroke depression systematic review of the methodological limitations in the literature. Stroke. 2004;35:794–802.CrossRefPubMed Bhogal SK, Teasell R, Foley N, Speechley M. Lesion location and poststroke depression systematic review of the methodological limitations in the literature. Stroke. 2004;35:794–802.CrossRefPubMed
8.
go back to reference Liepert J, Bauder H, Miltner WH, Taub E, Weiller C. Treatment-induced cortical reorganization after stroke in humans. Stroke. 2000;31:1210–6.CrossRefPubMed Liepert J, Bauder H, Miltner WH, Taub E, Weiller C. Treatment-induced cortical reorganization after stroke in humans. Stroke. 2000;31:1210–6.CrossRefPubMed
9.
go back to reference Chen R, Cohen LG, Hallett M. Nervous system reorganization following injury. Neuroscience. 2002;111:761–73.CrossRefPubMed Chen R, Cohen LG, Hallett M. Nervous system reorganization following injury. Neuroscience. 2002;111:761–73.CrossRefPubMed
10.
go back to reference Cauraugh JH, Summers JJ. Neural plasticity and bilateral movements: a rehabilitation approach for chronic stroke. Progr Neurobiol. 2005;75:309–20.CrossRef Cauraugh JH, Summers JJ. Neural plasticity and bilateral movements: a rehabilitation approach for chronic stroke. Progr Neurobiol. 2005;75:309–20.CrossRef
11.
go back to reference Feydy A, Carlier R, Roby-Brami A, et al. Longitudinal study of motor recovery after stroke recruitment and focusing of brain activation. Stroke. 2002;33:1610–7.CrossRefPubMed Feydy A, Carlier R, Roby-Brami A, et al. Longitudinal study of motor recovery after stroke recruitment and focusing of brain activation. Stroke. 2002;33:1610–7.CrossRefPubMed
12.
go back to reference Schiemanck SK, Kwakkel G, Post MW, Kappelle JL, Prevo AJ. Impact of internal capsule lesions on outcome of motor hand function at one year post-stroke. J Rehabil Med. 2008;40:96–101.CrossRefPubMed Schiemanck SK, Kwakkel G, Post MW, Kappelle JL, Prevo AJ. Impact of internal capsule lesions on outcome of motor hand function at one year post-stroke. J Rehabil Med. 2008;40:96–101.CrossRefPubMed
13.
go back to reference Dimyan MA, Cohen LG. Contribution of transcranial magnetic stimulation to the understanding of functional recovery mechanisms after stroke. Neurorehabil Neural Repair. 2010;24:125–35.CrossRefPubMedPubMedCentral Dimyan MA, Cohen LG. Contribution of transcranial magnetic stimulation to the understanding of functional recovery mechanisms after stroke. Neurorehabil Neural Repair. 2010;24:125–35.CrossRefPubMedPubMedCentral
14.
go back to reference Liepert J, Restemeyer C, Kucinski T, Zittel S, Weiller C. Motor strokes the lesion location determines motor excitability changes. Stroke. 2005;36:2648–53.CrossRefPubMed Liepert J, Restemeyer C, Kucinski T, Zittel S, Weiller C. Motor strokes the lesion location determines motor excitability changes. Stroke. 2005;36:2648–53.CrossRefPubMed
15.
go back to reference Alexander LD, Black SE, Patterson KK, Gao F, Danells CJ, McIlroy WE. Association between gait asymmetry and brain lesion location in stroke patients. Stroke. 2009;40:537–44.CrossRefPubMed Alexander LD, Black SE, Patterson KK, Gao F, Danells CJ, McIlroy WE. Association between gait asymmetry and brain lesion location in stroke patients. Stroke. 2009;40:537–44.CrossRefPubMed
16.
go back to reference Luft AR, Forrester L, Macko RF, McCombe-Waller S, Whitall J, Villagra F, et al. Brain activation of lower extremity movement in chronically impaired stroke survivors. Neuroimage. 2005;26:184–94.CrossRefPubMed Luft AR, Forrester L, Macko RF, McCombe-Waller S, Whitall J, Villagra F, et al. Brain activation of lower extremity movement in chronically impaired stroke survivors. Neuroimage. 2005;26:184–94.CrossRefPubMed
17.
go back to reference Luft AR, Waller S, Forrester L, et al. Lesion location alters brain activation in chronically impaired stroke survivors. Neuroimage. 2004;21:924–35.CrossRefPubMed Luft AR, Waller S, Forrester L, et al. Lesion location alters brain activation in chronically impaired stroke survivors. Neuroimage. 2004;21:924–35.CrossRefPubMed
18.
go back to reference Buch E, Weber C, Cohen LG, et al. Think to move: a neuromagnetic brain-computer interface (BCI) system for chronic stroke. Stroke. 2008;39:910–7.CrossRefPubMed Buch E, Weber C, Cohen LG, et al. Think to move: a neuromagnetic brain-computer interface (BCI) system for chronic stroke. Stroke. 2008;39:910–7.CrossRefPubMed
19.
go back to reference Ang KK, Guan C, Chua K, et al. A large clinical study on the ability of stroke patients to use an EEG-based motor imagery brain-computer interface. Clin EEG Neurosci. 2011;42:253–8.CrossRefPubMed Ang KK, Guan C, Chua K, et al. A large clinical study on the ability of stroke patients to use an EEG-based motor imagery brain-computer interface. Clin EEG Neurosci. 2011;42:253–8.CrossRefPubMed
20.
go back to reference Park W, Kwon GH, Kim DH, Kim YH, Kim SP, Kim L. Assessment of cognitive engagement in stroke patients from single-trial EEG during motor rehabilitation. IEEE Trans Neural Syst Rehabil Eng. 2015;23:351–62.PubMed Park W, Kwon GH, Kim DH, Kim YH, Kim SP, Kim L. Assessment of cognitive engagement in stroke patients from single-trial EEG during motor rehabilitation. IEEE Trans Neural Syst Rehabil Eng. 2015;23:351–62.PubMed
21.
go back to reference Pfurtscheller G, Lopes Da Silva FH. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol. 1999;110:1842–57.CrossRefPubMed Pfurtscheller G, Lopes Da Silva FH. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol. 1999;110:1842–57.CrossRefPubMed
22.
go back to reference Wolpaw JR, Birbaumer N, McFarland DJ, Pfurtscheller G, Vaughan TM. Brain–computer interfaces for communication and control. Clin Neurophysiol. 2002;113:767–91.CrossRefPubMed Wolpaw JR, Birbaumer N, McFarland DJ, Pfurtscheller G, Vaughan TM. Brain–computer interfaces for communication and control. Clin Neurophysiol. 2002;113:767–91.CrossRefPubMed
23.
go back to reference Kaiser V, Daly I, Pichiorri F, Mattia D, Müller-Putz GR, Neuper C. Relationship between electrical brain responses to motor imagery and motor impairment in stroke. Stroke. 2012;43:2735–40.CrossRefPubMed Kaiser V, Daly I, Pichiorri F, Mattia D, Müller-Putz GR, Neuper C. Relationship between electrical brain responses to motor imagery and motor impairment in stroke. Stroke. 2012;43:2735–40.CrossRefPubMed
25.
go back to reference Dimyan MA, Cohen LG. Neuroplasticity in the context of motor rehabilitation after stroke. Nat Rev Neurol. 2011;7:76–85.CrossRefPubMed Dimyan MA, Cohen LG. Neuroplasticity in the context of motor rehabilitation after stroke. Nat Rev Neurol. 2011;7:76–85.CrossRefPubMed
26.
go back to reference Gong W, Zhang T, Shan L. Cortical lateralization in stroke patients measured by event-related potentials during motor imagery. Mol Med Rep. 2013;8:1701–7.PubMed Gong W, Zhang T, Shan L. Cortical lateralization in stroke patients measured by event-related potentials during motor imagery. Mol Med Rep. 2013;8:1701–7.PubMed
27.
go back to reference Mathiowetz V, Kashman N, Volland G, Weber K, Dowe M, Rogers S. Grip and pinch strength: normative data for adults. Arch Phys Med Rehabil. 1985;66:69–74.PubMed Mathiowetz V, Kashman N, Volland G, Weber K, Dowe M, Rogers S. Grip and pinch strength: normative data for adults. Arch Phys Med Rehabil. 1985;66:69–74.PubMed
28.
go back to reference Mathiowetz V, Weber K, Kashman N, Volland G. Adult norms for the nine hole peg test of finger dexterity. OTJR: Occupation Participation Health. 1985;5:24–38. Mathiowetz V, Weber K, Kashman N, Volland G. Adult norms for the nine hole peg test of finger dexterity. OTJR: Occupation Participation Health. 1985;5:24–38.
29.
go back to reference Fugl-Meyer AR, Jääskö L, Leyman I, Olsson S, Steglind S. The post-stroke hemiplegic patient. 1. a method for evaluation of physical performance. Scand J Rehabil Med. 1975;7:13–31.PubMed Fugl-Meyer AR, Jääskö L, Leyman I, Olsson S, Steglind S. The post-stroke hemiplegic patient. 1. a method for evaluation of physical performance. Scand J Rehabil Med. 1975;7:13–31.PubMed
30.
go back to reference Vorobyov S, Cichocki A. Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis. Biol Cybern. 2005;86:293–303.CrossRef Vorobyov S, Cichocki A. Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis. Biol Cybern. 2005;86:293–303.CrossRef
31.
go back to reference Binnie CD, Cooper R, Mauguiere F, Osselton JW, Prior PF, Tedman B. EEG, Paediatric neurophysiology, special techniques and applications. 1st ed. Amsterdam: Elsevier; 2003. Binnie CD, Cooper R, Mauguiere F, Osselton JW, Prior PF, Tedman B. EEG, Paediatric neurophysiology, special techniques and applications. 1st ed. Amsterdam: Elsevier; 2003.
32.
go back to reference Gordon R, Rzempoluck EJ. Introduction to laplacian montages. Am J Electroneurodiagnostic Technol. 2004;44:98–102.PubMed Gordon R, Rzempoluck EJ. Introduction to laplacian montages. Am J Electroneurodiagnostic Technol. 2004;44:98–102.PubMed
33.
go back to reference Pivik RT, Broughton RJ, Coppola R, Davidson RJ, Fox N, Nuwer MR. Guidelines for the recording and quantitative analysis of electroencephalographic activity in research contexts. Psychophysiology. 1993;30:547–58.CrossRefPubMed Pivik RT, Broughton RJ, Coppola R, Davidson RJ, Fox N, Nuwer MR. Guidelines for the recording and quantitative analysis of electroencephalographic activity in research contexts. Psychophysiology. 1993;30:547–58.CrossRefPubMed
34.
go back to reference Daly JJ, Fang Y, Perepezko EM, Siemionow V, Yue GH. Prolonged cognitive planning time, elevated cognitive effort, and relationship to coordination and motor control following stroke. IEEE Trans Neural Syst Rehabil Eng. 2006;14:168–71.CrossRefPubMed Daly JJ, Fang Y, Perepezko EM, Siemionow V, Yue GH. Prolonged cognitive planning time, elevated cognitive effort, and relationship to coordination and motor control following stroke. IEEE Trans Neural Syst Rehabil Eng. 2006;14:168–71.CrossRefPubMed
35.
go back to reference Petrella L, McColl MA, Krupa T, Johnston J. Returning to productive activities: Perspectives of individuals with long-standing acquired brain injuries. Brain Inj. 2005;19:643–55.CrossRefPubMed Petrella L, McColl MA, Krupa T, Johnston J. Returning to productive activities: Perspectives of individuals with long-standing acquired brain injuries. Brain Inj. 2005;19:643–55.CrossRefPubMed
36.
go back to reference Kaiser V, Kreilinger A, Müller-Putz GR, Neuper C. First steps toward a motor imagery based stroke BCI: new strategy to set up a classifier. Front Neurosci. 2011;5:86.CrossRefPubMedPubMedCentral Kaiser V, Kreilinger A, Müller-Putz GR, Neuper C. First steps toward a motor imagery based stroke BCI: new strategy to set up a classifier. Front Neurosci. 2011;5:86.CrossRefPubMedPubMedCentral
37.
go back to reference Shimizu T, Hosaki A, Hino T, Sato M, Komori T, Hirai S, et al. Motor cortical disinhibition in the unaffected hemisphere after unilateral cortical stroke. Brain. 2002;125:1896–907.CrossRefPubMed Shimizu T, Hosaki A, Hino T, Sato M, Komori T, Hirai S, et al. Motor cortical disinhibition in the unaffected hemisphere after unilateral cortical stroke. Brain. 2002;125:1896–907.CrossRefPubMed
38.
go back to reference Ferbert A, Priori A, Rothwell JC, Day BL, Colebatch JG, Marsden CD. Interhemispheric inhibition of the human motor cortex. J Physiol. 1992;453:525–46.CrossRefPubMedPubMedCentral Ferbert A, Priori A, Rothwell JC, Day BL, Colebatch JG, Marsden CD. Interhemispheric inhibition of the human motor cortex. J Physiol. 1992;453:525–46.CrossRefPubMedPubMedCentral
39.
go back to reference Daskalakis ZJ, Christensen BK, Fitzgerald PB, Roshan L, Chen R. The mechanisms of interhemispheric inhibition in the human motor cortex. J Physiol. 2002;543:317–26.CrossRefPubMedPubMedCentral Daskalakis ZJ, Christensen BK, Fitzgerald PB, Roshan L, Chen R. The mechanisms of interhemispheric inhibition in the human motor cortex. J Physiol. 2002;543:317–26.CrossRefPubMedPubMedCentral
40.
go back to reference Bütefisch CM, Wessling M, Netz J, Seitz RJ, Hömberg V. Relationship between interhemispheric inhibition and motor cortex excitability in subacute stroke patients. Neurorehabil Neural Repair. 2008;22:4–21.CrossRefPubMed Bütefisch CM, Wessling M, Netz J, Seitz RJ, Hömberg V. Relationship between interhemispheric inhibition and motor cortex excitability in subacute stroke patients. Neurorehabil Neural Repair. 2008;22:4–21.CrossRefPubMed
41.
go back to reference Radlinska B, Ghinani S, Leppert IR, Minuk J, Pike GB, Thiel A. Diffusion tensor imaging, permanent pyramidal tract damage, and outcome in subcortical stroke. Neurology. 2010;75:1048–54.CrossRefPubMedPubMedCentral Radlinska B, Ghinani S, Leppert IR, Minuk J, Pike GB, Thiel A. Diffusion tensor imaging, permanent pyramidal tract damage, and outcome in subcortical stroke. Neurology. 2010;75:1048–54.CrossRefPubMedPubMedCentral
42.
go back to reference Kim HC, Yoo SS, Lee JH. Recursive approach of EEG-segment-based principal component analysis substantially reduces cryogenic pump artifacts in simultaneous EEG-fMRI data. Neuroimage. 2015;104:437–51.CrossRefPubMed Kim HC, Yoo SS, Lee JH. Recursive approach of EEG-segment-based principal component analysis substantially reduces cryogenic pump artifacts in simultaneous EEG-fMRI data. Neuroimage. 2015;104:437–51.CrossRefPubMed
Metadata
Title
EEG response varies with lesion location in patients with chronic stroke
Authors
Wanjoo Park
Gyu Hyun Kwon
Yun-Hee Kim
Jong-Hwan Lee
Laehyun Kim
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Journal of NeuroEngineering and Rehabilitation / Issue 1/2016
Electronic ISSN: 1743-0003
DOI
https://doi.org/10.1186/s12984-016-0120-2

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