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Published in: Journal of NeuroEngineering and Rehabilitation 1/2013

Open Access 01-12-2013 | Research

EMG and kinematic analysis of sensorimotor control for patients after stroke using cyclic voluntary movement with visual feedback

Authors: Rong Song, Kai Yu Tong

Published in: Journal of NeuroEngineering and Rehabilitation | Issue 1/2013

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Abstract

Background

Clinical scales are often used to evaluate upper-limb deficits. The objective of this study is to investigate the parameters during voluntary arm tracking at different velocities for evaluating motor control performance after stroke.

Methods

Eight hemiplegic chronic stroke subjects were recruited to perform voluntary movements of elbow flexion and extension by following sinusoidal trajectories from 30 deg to 90 deg at six velocities in the horizontal plane by completing 3, 6, 8, 12, 15, 18 flexion and extension cycles in 36 seconds in a single trial, and the peak velocities ranged from 15.7 to 94.2 deg/s. The actual elbow angle and the target position were displayed as real-time visual feedback. The angular displacement of the arm and electromyographic (EMG) signals of biceps and triceps were captured to evaluate the sensorimotor control of the affected and unaffected side.

Results

The results showed significant differences in the root mean square error (RMSE), response delay (RD) and cocontraction index (CI) when the affected and unaffected sides were compared during the arm tracking experiment (P<0.05). RMSE decreased with the increase in the tracking velocities for the affected and unaffected sides. And CI and RD increased with the increase in the tracking velocities for both sides. There was significant correlation between average RMSE of the six velocities and Fugl-Meyer shoulder-elbow score for the eight poststroke subjects.

Conclusions

The method and parameters have potential for clinical use in quantitatively evaluating the sensorimotor deficiencies for patients after stroke about the accuracy of motion, response delay and cocontraction between muscle pairs.
Appendix
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Literature
2.
go back to reference Hogan N, Krebs HI, Rohrer B, Palazzolo JJ, Dipietro L, Fasoli SE, Stein J, Frontera WR, Volpe BT: Motions or muscles? Some behavioral factors underlying robotic assistance of motor recovery. J Rehabil Res Develop 2006,43(5):605-618. 10.1682/JRRD.2005.06.0103CrossRef Hogan N, Krebs HI, Rohrer B, Palazzolo JJ, Dipietro L, Fasoli SE, Stein J, Frontera WR, Volpe BT: Motions or muscles? Some behavioral factors underlying robotic assistance of motor recovery. J Rehabil Res Develop 2006,43(5):605-618. 10.1682/JRRD.2005.06.0103CrossRef
3.
go back to reference FuglMeyer AR, Jaasko I, Leyman I, Olssom S, Steglind S: The post-stroke hemiplegic patient. I. A method for evaluation of physical performance. Scand J Rehab Med 1975, 7: 13-31. FuglMeyer AR, Jaasko I, Leyman I, Olssom S, Steglind S: The post-stroke hemiplegic patient. I. A method for evaluation of physical performance. Scand J Rehab Med 1975, 7: 13-31.
4.
go back to reference Trombly A, Radomski MV: Occupational therapy and physical dysfunction. Philadelphia: Lippincott Williams & Wilkins; 2002. Trombly A, Radomski MV: Occupational therapy and physical dysfunction. Philadelphia: Lippincott Williams & Wilkins; 2002.
5.
go back to reference Rymer WZ, Katz RT: Mechanisms of spastic hypertonia. Phys Med Rehab 1994, 8: 442-453. Rymer WZ, Katz RT: Mechanisms of spastic hypertonia. Phys Med Rehab 1994, 8: 442-453.
6.
go back to reference Ju MS, Chen JJ, Lee HM, Lin TS, Lin CC, Huang YZ: Time-course analysis of stretch reflexes in hemiparetic subjects using an on-line spasticity measurement system. J Electromyogr Kinesiol 2000, 10: 1-14. 10.1016/S1050-6411(99)00018-8CrossRefPubMed Ju MS, Chen JJ, Lee HM, Lin TS, Lin CC, Huang YZ: Time-course analysis of stretch reflexes in hemiparetic subjects using an on-line spasticity measurement system. J Electromyogr Kinesiol 2000, 10: 1-14. 10.1016/S1050-6411(99)00018-8CrossRefPubMed
7.
go back to reference Given JD, Dewald JP, Rymer WZ: Joint dependent passive stiffness in paretic and contralateral limbs of spastic patients with hemiparetic stroke. J Neurol Neurosurg Psychiatry 1995,59(3):271-279. 10.1136/jnnp.59.3.271PubMedCentralCrossRefPubMed Given JD, Dewald JP, Rymer WZ: Joint dependent passive stiffness in paretic and contralateral limbs of spastic patients with hemiparetic stroke. J Neurol Neurosurg Psychiatry 1995,59(3):271-279. 10.1136/jnnp.59.3.271PubMedCentralCrossRefPubMed
8.
go back to reference Schmit BD, Dhaher Y, Dewald JPA, Rymer WZ: Reflex torque response to movement of the spastic elbow: theoretical analyses and implications for quantification of spasticity. Ann Biomed Eng 1999, 27: 815-829.CrossRefPubMed Schmit BD, Dhaher Y, Dewald JPA, Rymer WZ: Reflex torque response to movement of the spastic elbow: theoretical analyses and implications for quantification of spasticity. Ann Biomed Eng 1999, 27: 815-829.CrossRefPubMed
9.
go back to reference Cornu C, Goubel F, Fardeau M: Muscle and joint properties during elbow flexion in. Duchenne muscular dystrophy. J Physiol 2001,533(2):605-616. 10.1111/j.1469-7793.2001.0605a.xPubMedCentralCrossRefPubMed Cornu C, Goubel F, Fardeau M: Muscle and joint properties during elbow flexion in. Duchenne muscular dystrophy. J Physiol 2001,533(2):605-616. 10.1111/j.1469-7793.2001.0605a.xPubMedCentralCrossRefPubMed
10.
go back to reference Yeh CY, Chen JJ, Tsai KH: Quantitative analysis of ankle hypertonia after prolonged stretch in subjects with stroke. J Neurosci Methods 2004,137(2):305-314. 10.1016/j.jneumeth.2004.03.001CrossRefPubMed Yeh CY, Chen JJ, Tsai KH: Quantitative analysis of ankle hypertonia after prolonged stretch in subjects with stroke. J Neurosci Methods 2004,137(2):305-314. 10.1016/j.jneumeth.2004.03.001CrossRefPubMed
11.
go back to reference Lin CC, Ju MS, Lin CW: The pendulum test for evaluating spasticity of the elbow joint. Arch Phys Med Rehabil 2003,84(1):69-74. 10.1053/apmr.2003.50066CrossRefPubMed Lin CC, Ju MS, Lin CW: The pendulum test for evaluating spasticity of the elbow joint. Arch Phys Med Rehabil 2003,84(1):69-74. 10.1053/apmr.2003.50066CrossRefPubMed
12.
go back to reference Hogan N: An organizing principle for a class of voluntary movements. J Neurosci 1984, 4: 2745-2754.PubMed Hogan N: An organizing principle for a class of voluntary movements. J Neurosci 1984, 4: 2745-2754.PubMed
13.
go back to reference Wiegner AW, Wierzbicka MM: Kinematic models and human elbow flexion movements: Quantitative analysis. Exp Brain Res 1992, 88: 665-673.CrossRefPubMed Wiegner AW, Wierzbicka MM: Kinematic models and human elbow flexion movements: Quantitative analysis. Exp Brain Res 1992, 88: 665-673.CrossRefPubMed
14.
go back to reference Mescheriakov S, Holzmuller G, Molokanova E, Berger M: A new method of fitting and analysis of simple uni-joint arm movements. Eur J Appl Physiol Occup Physiol 1996,74(5):484-486. 10.1007/BF02337731CrossRefPubMed Mescheriakov S, Holzmuller G, Molokanova E, Berger M: A new method of fitting and analysis of simple uni-joint arm movements. Eur J Appl Physiol Occup Physiol 1996,74(5):484-486. 10.1007/BF02337731CrossRefPubMed
15.
go back to reference Feng CJ, Mak AF: Three-dimensional motion analysis of the voluntary elbow movement in subjects with spasticity. IEEE Trans Rehabil Eng 1997,5(3):253-262. 10.1109/86.623017CrossRefPubMed Feng CJ, Mak AF: Three-dimensional motion analysis of the voluntary elbow movement in subjects with spasticity. IEEE Trans Rehabil Eng 1997,5(3):253-262. 10.1109/86.623017CrossRefPubMed
16.
go back to reference Fitts PM: The information capacity of the human motor system in controlling the amplitude of movement. J Exp Psychol 1954,47(6):381-391.CrossRefPubMed Fitts PM: The information capacity of the human motor system in controlling the amplitude of movement. J Exp Psychol 1954,47(6):381-391.CrossRefPubMed
17.
go back to reference McCrea PH, Eng JJ: Consequences of increased neuromotor noise for reaching movements in persons with stroke. Exp Brain Res 2005,162(1):70-77. 10.1007/s00221-004-2106-8PubMedCentralCrossRefPubMed McCrea PH, Eng JJ: Consequences of increased neuromotor noise for reaching movements in persons with stroke. Exp Brain Res 2005,162(1):70-77. 10.1007/s00221-004-2106-8PubMedCentralCrossRefPubMed
18.
go back to reference Canning CG, Ada L, O'Dwyer NJ: Abnormal muscle activation characteristics associated with loss of dexterity after stroke. J Neurol Sci 2000,176(1):45-56. 10.1016/S0022-510X(00)00305-1CrossRefPubMed Canning CG, Ada L, O'Dwyer NJ: Abnormal muscle activation characteristics associated with loss of dexterity after stroke. J Neurol Sci 2000,176(1):45-56. 10.1016/S0022-510X(00)00305-1CrossRefPubMed
19.
go back to reference Chae J, Yang G, Park BK, Labatia I: Muscle weakness and cocontraction in upper limb hemiparesis: relationship to motor impairment and physical disability. Neurorehabil Neural Repair 2002, 16: 241-248.CrossRefPubMed Chae J, Yang G, Park BK, Labatia I: Muscle weakness and cocontraction in upper limb hemiparesis: relationship to motor impairment and physical disability. Neurorehabil Neural Repair 2002, 16: 241-248.CrossRefPubMed
20.
go back to reference Chae J, Yang G, Park BK, Labatia I: Delay in initiation and termination of muscle contraction, motor impairment, and physical disability in upper limb hemiparesis. Muscle Nerve 2002,25(4):568-575. 10.1002/mus.10061CrossRefPubMed Chae J, Yang G, Park BK, Labatia I: Delay in initiation and termination of muscle contraction, motor impairment, and physical disability in upper limb hemiparesis. Muscle Nerve 2002,25(4):568-575. 10.1002/mus.10061CrossRefPubMed
21.
go back to reference Dickstein R, Shefi S, Marcovitz E, Villa Y: Electromyographic activity of voluntarily activated trunk flexor and extensor muscles in post-stroke hemiparetic subjects. Clin Neurophysiol 2004,115(4):790-796. 10.1016/j.clinph.2003.11.018CrossRefPubMed Dickstein R, Shefi S, Marcovitz E, Villa Y: Electromyographic activity of voluntarily activated trunk flexor and extensor muscles in post-stroke hemiparetic subjects. Clin Neurophysiol 2004,115(4):790-796. 10.1016/j.clinph.2003.11.018CrossRefPubMed
22.
go back to reference Fugl-Meyer AR, Jaasko I, Leyman I, Olssom S, Steglind S: The post-stroke hemiplegic patient I. A method for evaluation of physical performance. Scand J Rehab Med 1975, 7: 13-31. Fugl-Meyer AR, Jaasko I, Leyman I, Olssom S, Steglind S: The post-stroke hemiplegic patient I. A method for evaluation of physical performance. Scand J Rehab Med 1975, 7: 13-31.
23.
go back to reference Trombly A, Radomski MV: Occupational therapy and physical dysfunction. Philadelphia: churchill livingstone; 2002. Trombly A, Radomski MV: Occupational therapy and physical dysfunction. Philadelphia: churchill livingstone; 2002.
24.
go back to reference Bohannon RW, Smith MB: Interrater Reliability of a Modified Ashworth Scale of Muscle Spasticity. Phys Ther 1986, 67: 206-207. Bohannon RW, Smith MB: Interrater Reliability of a Modified Ashworth Scale of Muscle Spasticity. Phys Ther 1986, 67: 206-207.
25.
go back to reference Vint PF, Mclean SP, Harron GM: Electromechanical delay in isometric actions initiated from nonresting levels. Med Sci Sports Exerc 2000,33(6):978-983.CrossRef Vint PF, Mclean SP, Harron GM: Electromechanical delay in isometric actions initiated from nonresting levels. Med Sci Sports Exerc 2000,33(6):978-983.CrossRef
26.
go back to reference Frost G, Dowling J, Dyson K, Baror O: Cocontraction in three age groups of children during treadmill locomotion. J Electromyogr Kinesiol 1997,7(3):179-186. 10.1016/S1050-6411(97)84626-3CrossRefPubMed Frost G, Dowling J, Dyson K, Baror O: Cocontraction in three age groups of children during treadmill locomotion. J Electromyogr Kinesiol 1997,7(3):179-186. 10.1016/S1050-6411(97)84626-3CrossRefPubMed
27.
go back to reference Patten C, Kothari D, Whitney J, Lexell J, Lum PS: Reliability and responsiveness of elbow trajectory tracking in chronic poststroke hemiparesis. J Rehabil Res Dev 2003, 40: 487-500. 10.1682/JRRD.2003.11.0487CrossRefPubMed Patten C, Kothari D, Whitney J, Lexell J, Lum PS: Reliability and responsiveness of elbow trajectory tracking in chronic poststroke hemiparesis. J Rehabil Res Dev 2003, 40: 487-500. 10.1682/JRRD.2003.11.0487CrossRefPubMed
28.
go back to reference Ju MS, Lin CCK, Chen JR, Cheng HS, Lin CW: Performance of elbow tracking under constant torque disturbance in normotonic stroke patients and normal subjects. Clin Biomech 2002, 17: 640-649. 10.1016/S0268-0033(02)00131-6CrossRef Ju MS, Lin CCK, Chen JR, Cheng HS, Lin CW: Performance of elbow tracking under constant torque disturbance in normotonic stroke patients and normal subjects. Clin Biomech 2002, 17: 640-649. 10.1016/S0268-0033(02)00131-6CrossRef
29.
go back to reference Song R, Tong KY, Hu XL, Li L: Assistive control system using continuous myoelectric signal in robot-aided arm training for patients after stroke. IEEE Trans Neural Syst Rehabil Eng 2008,16(4):371-379.CrossRefPubMed Song R, Tong KY, Hu XL, Li L: Assistive control system using continuous myoelectric signal in robot-aided arm training for patients after stroke. IEEE Trans Neural Syst Rehabil Eng 2008,16(4):371-379.CrossRefPubMed
30.
go back to reference Seo NJ, Rymer WZ, Kamper DG: Delays in Grip Initiation and Termination in Persons with Stroke: Effects of Arm Support and Active Muscle Stretch Exercise. J Neurophysiol 2009, 101: 3108-3115. 10.1152/jn.91108.2008CrossRefPubMed Seo NJ, Rymer WZ, Kamper DG: Delays in Grip Initiation and Termination in Persons with Stroke: Effects of Arm Support and Active Muscle Stretch Exercise. J Neurophysiol 2009, 101: 3108-3115. 10.1152/jn.91108.2008CrossRefPubMed
31.
go back to reference McLellan DL, Hassan N, Hodgson JA: Tracking tasks in the assessment of spasticity. In Clinical neurophysiology in spasticity. Edited by: Delwaide PJ, Young RR. Amsterdam: Elsevier; 1985:131-139. McLellan DL, Hassan N, Hodgson JA: Tracking tasks in the assessment of spasticity. In Clinical neurophysiology in spasticity. Edited by: Delwaide PJ, Young RR. Amsterdam: Elsevier; 1985:131-139.
32.
go back to reference Uno Y, Kawato M, Suzuki R: Formation and control of optimal trajectory in human multijoint arm movement: Minimum torque-change model. Biol Cybern 1989, 61: 89-101.CrossRefPubMed Uno Y, Kawato M, Suzuki R: Formation and control of optimal trajectory in human multijoint arm movement: Minimum torque-change model. Biol Cybern 1989, 61: 89-101.CrossRefPubMed
33.
go back to reference Bennett DJ, Hollerbach JM, Xu Y, Hunter IW: Time-varying stiffness of human elbow joint during cyclic voluntary movement. Exp Brain Res 1992, 88: 433-442. 10.1007/BF02259118CrossRefPubMed Bennett DJ, Hollerbach JM, Xu Y, Hunter IW: Time-varying stiffness of human elbow joint during cyclic voluntary movement. Exp Brain Res 1992, 88: 433-442. 10.1007/BF02259118CrossRefPubMed
34.
go back to reference Dewald JPA, Sheshadri V, Dawson ML, Beer RF: Upper-limb discoordination in hemiparetic stroke: implications for neurorehabilitation. Top Stroke Rehabil 2001, 8: 1-12.CrossRefPubMed Dewald JPA, Sheshadri V, Dawson ML, Beer RF: Upper-limb discoordination in hemiparetic stroke: implications for neurorehabilitation. Top Stroke Rehabil 2001, 8: 1-12.CrossRefPubMed
35.
go back to reference Dewald JP, Pope PS, Given JD, Buchanan TS, Rymer WZ: Abnormal muscle coactivation patterns during isometric torque generation at the elbow and shoulder in hemiparetic subjects. Brain 1995,118(2):495-510. 10.1093/brain/118.2.495CrossRefPubMed Dewald JP, Pope PS, Given JD, Buchanan TS, Rymer WZ: Abnormal muscle coactivation patterns during isometric torque generation at the elbow and shoulder in hemiparetic subjects. Brain 1995,118(2):495-510. 10.1093/brain/118.2.495CrossRefPubMed
36.
go back to reference Cruz Martinez A, Munoz J, Palacios F: The muscle inhibitoryperiod by transcranial magnetic stimulation. Study in stroke patients. Electromyogr Clin Neurophysiol 1998, 38: 189-192.PubMed Cruz Martinez A, Munoz J, Palacios F: The muscle inhibitoryperiod by transcranial magnetic stimulation. Study in stroke patients. Electromyogr Clin Neurophysiol 1998, 38: 189-192.PubMed
37.
go back to reference Ghez C: The control of movement. In Principles of neural science. Edited by: Kandal ER, Schwartz JH, Jessell TM. Norwalk: Appleton & Lange; 1991:533-563. Ghez C: The control of movement. In Principles of neural science. Edited by: Kandal ER, Schwartz JH, Jessell TM. Norwalk: Appleton & Lange; 1991:533-563.
38.
go back to reference Kisiel-Sajewicz K, Fang Y, Hrovat K, Yue GH, Siemionow V, Sun CK, Jaskólska A, Jaskólski A, Sahgal V, Daly JJ: Weakening of synergist muscle coupling during reaching movement in stroke patients. Neurorehabil and Neural Repair 2011,25(4):359-368. 10.1177/1545968310388665CrossRef Kisiel-Sajewicz K, Fang Y, Hrovat K, Yue GH, Siemionow V, Sun CK, Jaskólska A, Jaskólski A, Sahgal V, Daly JJ: Weakening of synergist muscle coupling during reaching movement in stroke patients. Neurorehabil and Neural Repair 2011,25(4):359-368. 10.1177/1545968310388665CrossRef
39.
go back to reference Hu XL, Tong KY, Song R, Tsang VS, Leung PO, Li L: Variation of muscle coactivation patterns in chronic stroke during robot-Assisted elbow training. Arch Phys Med Rehabil 2007,88(8):1022-1029. 10.1016/j.apmr.2007.05.006CrossRefPubMed Hu XL, Tong KY, Song R, Tsang VS, Leung PO, Li L: Variation of muscle coactivation patterns in chronic stroke during robot-Assisted elbow training. Arch Phys Med Rehabil 2007,88(8):1022-1029. 10.1016/j.apmr.2007.05.006CrossRefPubMed
Metadata
Title
EMG and kinematic analysis of sensorimotor control for patients after stroke using cyclic voluntary movement with visual feedback
Authors
Rong Song
Kai Yu Tong
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Journal of NeuroEngineering and Rehabilitation / Issue 1/2013
Electronic ISSN: 1743-0003
DOI
https://doi.org/10.1186/1743-0003-10-18

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