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Published in: Journal of NeuroEngineering and Rehabilitation 1/2015

Open Access 01-12-2015 | Research

Adaptive training with full-body movements to reduce bradykinesia in persons with Parkinson’s disease: a pilot study

Authors: Susanna Summa, Angelo Basteris, Enrico Betti, Vittorio Sanguineti

Published in: Journal of NeuroEngineering and Rehabilitation | Issue 1/2015

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Abstract

Background

Bradykinesia (slow movements) is a common symptom of Parkinson’s disease (PD) and results in reduced mobility and postural instability. The objective of this study is to develop and demonstrate a technology-assisted exercise protocol that is specifically aimed at reducing bradykinesia.

Methods

Seven persons with PD participated in this study. They were required to perform whole body reaching movements toward targets placed in different directions and at different elevations. Movements were recorded by a Microsoft Kinect movement sensor and used to control a human-like avatar, which was continuously displayed on a screen placed in front of the subjects. After completion of each movement, subjects received a 0-100 score that was inversely proportional to movement time. Target distance in the next movements was automatically adjusted in order to keep the score around a pre-specified target value. In this way, subjects always exercised with the largest movement amplitude they could sustain. The training protocol was organised into blocks of 45 movements toward targets placed in three different directions and at three different elevations (a total of nine targets). Each training session included a finite number of blocks, fitted within a fixed 40 minutes duration. The whole protocol included a total of 10 sessions (approximately two sessions/week).
As primary outcome measure we took the absolute average acceleration. Various aspects of movement performance were taken as secondary outcome measures, namely accuracy (undershoot error), path curvature, movement time, and average speed.

Results

Throughout sessions, we observed an increase of the absolute average acceleration and speed and decreased undershoot error and movement time. Exercise also significantly affected the relationship between target elevation and both speed and acceleration - the improvement was greater at higher elevations.

Conclusions

The device and the protocol were well accepted by subjects and appeared safe and easy to use. Our preliminary results point at a training-induced reduction of bradykinesia.
Literature
1.
go back to reference Berardelli A, Rothwell JC, Thompson PD, Hallett M. Pathophysiology of bradykinesia in Parkinson’s disease. Brain. 2001; 124(Pt 11):2131–46.CrossRefPubMed Berardelli A, Rothwell JC, Thompson PD, Hallett M. Pathophysiology of bradykinesia in Parkinson’s disease. Brain. 2001; 124(Pt 11):2131–46.CrossRefPubMed
2.
go back to reference Mazzoni P, Shabbott B, Cortés JC. Motor control abnormalities in Parkinson’s Disease. Cold Spring Harbor Perspect Med. 2012; 2(6):a009282.CrossRef Mazzoni P, Shabbott B, Cortés JC. Motor control abnormalities in Parkinson’s Disease. Cold Spring Harbor Perspect Med. 2012; 2(6):a009282.CrossRef
3.
go back to reference Pfann KD, Buchman AS, Comella CL, Corcos DM. Control of movement distance in Parkinson’s disease. Mov Disord. 2001; 16(6):1048–65.CrossRefPubMed Pfann KD, Buchman AS, Comella CL, Corcos DM. Control of movement distance in Parkinson’s disease. Mov Disord. 2001; 16(6):1048–65.CrossRefPubMed
4.
go back to reference Phillips JG, Martin KE, Bradshaw JL, Iansek R. Could bradykinesia in Parkinson’s disease simply be compensation?J Neurol. 1994; 241(7):439–47.CrossRefPubMed Phillips JG, Martin KE, Bradshaw JL, Iansek R. Could bradykinesia in Parkinson’s disease simply be compensation?J Neurol. 1994; 241(7):439–47.CrossRefPubMed
5.
go back to reference Protas EJ, Stanley RK, Jankovic J, MacNeill B. Cardiovascular and metabolic responses to upper- and lower-extremity exercise in men with idiopathic Parkinson’s disease. Phys Ther. 1996; 76(1):34–40.PubMed Protas EJ, Stanley RK, Jankovic J, MacNeill B. Cardiovascular and metabolic responses to upper- and lower-extremity exercise in men with idiopathic Parkinson’s disease. Phys Ther. 1996; 76(1):34–40.PubMed
6.
go back to reference Schenkman M, Salay J, Scherer N, Kohrt W. Walking Economy in Patients With Mild to Moderate Parkinsons Disease. J Neurol Phys Ther. 2004; 28(4):172–3.CrossRef Schenkman M, Salay J, Scherer N, Kohrt W. Walking Economy in Patients With Mild to Moderate Parkinsons Disease. J Neurol Phys Ther. 2004; 28(4):172–3.CrossRef
7.
go back to reference Canning CG, Alison JA, Allen NE, Groeller H. Parkinson’s disease: An investigation of exercise capacity, respiratory function, and gait. Arch Phys Med Rehabil. 2014; 78(2):199–207.CrossRef Canning CG, Alison JA, Allen NE, Groeller H. Parkinson’s disease: An investigation of exercise capacity, respiratory function, and gait. Arch Phys Med Rehabil. 2014; 78(2):199–207.CrossRef
8.
go back to reference Stanley RK, Protas EJ, Jankovic J. Exercise performance in those having Parkinson’s disease and healthy normals. Med Sci Sport Exerc. 1999; 31(6):761–6.CrossRef Stanley RK, Protas EJ, Jankovic J. Exercise performance in those having Parkinson’s disease and healthy normals. Med Sci Sport Exerc. 1999; 31(6):761–6.CrossRef
9.
go back to reference Corcos DM, Chen CM, Quinn NP, McAuley J, Rothwell JC. Strength in Parkinson’s disease: relationship to rate of force generation and clinical status. Ann Neurol. 1996; 39(1):79–88.CrossRefPubMed Corcos DM, Chen CM, Quinn NP, McAuley J, Rothwell JC. Strength in Parkinson’s disease: relationship to rate of force generation and clinical status. Ann Neurol. 1996; 39(1):79–88.CrossRefPubMed
10.
go back to reference Klockgether T, Dichgans J. Visual control of arm movement in Parkinson’s disease. Mov Disord. 1994; 9(1):48–56.CrossRefPubMed Klockgether T, Dichgans J. Visual control of arm movement in Parkinson’s disease. Mov Disord. 1994; 9(1):48–56.CrossRefPubMed
11.
go back to reference Abbruzzese G, Berardelli A. Sensorimotor integration in movement disorders. Mov Disord. 2003; 18(3):231–40.CrossRefPubMed Abbruzzese G, Berardelli A. Sensorimotor integration in movement disorders. Mov Disord. 2003; 18(3):231–40.CrossRefPubMed
12.
go back to reference Berardelli A, Dick JP, Rothwell JC, Day BL, Marsden CD. Scaling of the size of the first agonist EMG burst during rapid wrist movements in patients with Parkinson’s disease. J Neurol Neurosurg Psychiatry. 1986; 49(11):1273–9.CrossRefPubMedCentralPubMed Berardelli A, Dick JP, Rothwell JC, Day BL, Marsden CD. Scaling of the size of the first agonist EMG burst during rapid wrist movements in patients with Parkinson’s disease. J Neurol Neurosurg Psychiatry. 1986; 49(11):1273–9.CrossRefPubMedCentralPubMed
13.
go back to reference Majsak MJ, Kaminski T, Gentile AM, Flanagan JR. The reaching movements of patients with Parkinson’s disease under self-determined maximal speed and visually cued conditions. Brain. 1998; 121(Pt 4):755–66.CrossRefPubMed Majsak MJ, Kaminski T, Gentile AM, Flanagan JR. The reaching movements of patients with Parkinson’s disease under self-determined maximal speed and visually cued conditions. Brain. 1998; 121(Pt 4):755–66.CrossRefPubMed
14.
go back to reference Turner RS, Desmurget M. Basal ganglia contributions to motor control: a vigorous tutor. Current Opin Neurobiol. 2010; 20(6):704–16.CrossRef Turner RS, Desmurget M. Basal ganglia contributions to motor control: a vigorous tutor. Current Opin Neurobiol. 2010; 20(6):704–16.CrossRef
15.
go back to reference Mazzoni P, Hristova A, Krakauer JW. Why don’t we move faster? Parkinson’s disease, movement vigor, and implicit motivation. J Neurosci. 2007; 27(27):7105–16.CrossRefPubMed Mazzoni P, Hristova A, Krakauer JW. Why don’t we move faster? Parkinson’s disease, movement vigor, and implicit motivation. J Neurosci. 2007; 27(27):7105–16.CrossRefPubMed
16.
go back to reference Muhlack S, Welnic J, Woitalla D, Müller T. Exercise improves efficacy of levodopa in patients with Parkinson’s disease. Mov Disord. 2007; 22(3):427–30.CrossRefPubMed Muhlack S, Welnic J, Woitalla D, Müller T. Exercise improves efficacy of levodopa in patients with Parkinson’s disease. Mov Disord. 2007; 22(3):427–30.CrossRefPubMed
17.
go back to reference Tomlinson CL, Patel S, Meek C, Herd CP, Clarke CE, Stowe R, et al. Physiotherapy versus placebo or no intervention in Parkinson’s disease. Cochrane Database Syst Rev. 2013:;9. Tomlinson CL, Patel S, Meek C, Herd CP, Clarke CE, Stowe R, et al. Physiotherapy versus placebo or no intervention in Parkinson’s disease. Cochrane Database Syst Rev. 2013:;9.
18.
go back to reference Farley BG, Koshland GF. Training BIG to move faster: the application of the speed-amplitude relation as a rehabilitation strategy for people with Parkinson’s disease. Exp Brain Res. 2005; 167(3):462–7.CrossRefPubMed Farley BG, Koshland GF. Training BIG to move faster: the application of the speed-amplitude relation as a rehabilitation strategy for people with Parkinson’s disease. Exp Brain Res. 2005; 167(3):462–7.CrossRefPubMed
19.
go back to reference Freund HJ, Büdingen HJ. The relationship between speed and amplitude of the fastest voluntary contractions of human arm muscles. Exp Brain Res. 1978; 31(1):1–12.CrossRefPubMed Freund HJ, Büdingen HJ. The relationship between speed and amplitude of the fastest voluntary contractions of human arm muscles. Exp Brain Res. 1978; 31(1):1–12.CrossRefPubMed
20.
go back to reference Ebersbach G, Ebersbach A, Edler D, Kaufhold O, Kusch M, Kupsch A, et al. Comparing exercise in Parkinson’s disease–the Berlin LSVT®;BIG study. Mov Disord. 2010; 25(12):1902–8.CrossRefPubMed Ebersbach G, Ebersbach A, Edler D, Kaufhold O, Kusch M, Kupsch A, et al. Comparing exercise in Parkinson’s disease–the Berlin LSVT®;BIG study. Mov Disord. 2010; 25(12):1902–8.CrossRefPubMed
21.
go back to reference Barry G, Galna B, Rochester L. The role of exergaming in Parkinson’s disease rehabilitation: a systematic review of the evidence. J Neuroeng Rehabil. 2014; 11:33.CrossRefPubMedCentralPubMed Barry G, Galna B, Rochester L. The role of exergaming in Parkinson’s disease rehabilitation: a systematic review of the evidence. J Neuroeng Rehabil. 2014; 11:33.CrossRefPubMedCentralPubMed
22.
go back to reference Pompeu JE, Arduini LA, Botelho AR, Fonseca MBF, Pompeu SMAA, Torriani-Pasin C, et al. Feasibility, safety and outcomes of playing Kinect Adventures!™for people with Parkinson’s disease: a pilot study. Physiotherapy. 2014; 100(2):162–8. Noncommunicable diseases.CrossRefPubMed Pompeu JE, Arduini LA, Botelho AR, Fonseca MBF, Pompeu SMAA, Torriani-Pasin C, et al. Feasibility, safety and outcomes of playing Kinect Adventures!™for people with Parkinson’s disease: a pilot study. Physiotherapy. 2014; 100(2):162–8. Noncommunicable diseases.CrossRefPubMed
23.
go back to reference Galna B, Jackson D, Schofield G, McNaney R, Webster M, Barry G, et al. Retraining function in people with Parkinson’s disease using the Microsoft kinect: game design and pilot testing. J NeuroEng Rehabil. 2014; 11(1):60.CrossRefPubMedCentralPubMed Galna B, Jackson D, Schofield G, McNaney R, Webster M, Barry G, et al. Retraining function in people with Parkinson’s disease using the Microsoft kinect: game design and pilot testing. J NeuroEng Rehabil. 2014; 11(1):60.CrossRefPubMedCentralPubMed
24.
go back to reference Dutta T. Evaluation of the Kinect™ sensor for 3-D kinematic measurement in the workplace. Appl Ergon. 2012; 43(4):645–9.CrossRefPubMed Dutta T. Evaluation of the Kinect™ sensor for 3-D kinematic measurement in the workplace. Appl Ergon. 2012; 43(4):645–9.CrossRefPubMed
25.
go back to reference OpenNI User Guide. http://www.primesense.com. OpenNI User Guide. http://​www.​primesense.​com.
26.
go back to reference H, 3D.org: Open Source Haptics. http://www.h3dapi.org. H, 3D.org: Open Source Haptics. http://​www.​h3dapi.​org.
27.
go back to reference Squeri V, Basteris A, Sanguineti V. Adaptive regulation of assistance “as needed” in robot-assisted motor skill learning and neuro-rehabilitation. In: IEEE International Conference on Rehabilitation Robotics: 2011. p. 1–6. http://www.ncbi.nlm.nih.gov/pubmed/22275579. Squeri V, Basteris A, Sanguineti V. Adaptive regulation of assistance “as needed” in robot-assisted motor skill learning and neuro-rehabilitation. In: IEEE International Conference on Rehabilitation Robotics: 2011. p. 1–6. http://​www.​ncbi.​nlm.​nih.​gov/​pubmed/​22275579.
28.
go back to reference Goetz CG, Poewe W, Rascol O, Sampaio C, Stebbins GT, Fahn S, et al. The unified Parkinson’s disease rating scale (UPDRS): status and recommendations. Mov Disord. 2003; 18(7):738–50.CrossRef Goetz CG, Poewe W, Rascol O, Sampaio C, Stebbins GT, Fahn S, et al. The unified Parkinson’s disease rating scale (UPDRS): status and recommendations. Mov Disord. 2003; 18(7):738–50.CrossRef
29.
30.
go back to reference Goetz CG, Poewe W, Rascol O, Sampaio C, Stebbins GT, Counsell C, et al. Movement disorder society task force report on the Hoehn and Yahr staging scale: status and recommendations. Mov Disord. 2004; 19(9):1020–8.CrossRefPubMed Goetz CG, Poewe W, Rascol O, Sampaio C, Stebbins GT, Counsell C, et al. Movement disorder society task force report on the Hoehn and Yahr staging scale: status and recommendations. Mov Disord. 2004; 19(9):1020–8.CrossRefPubMed
31.
go back to reference Podsiadlo D, Richardson S. The timed “Up & Go”: a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc. 1991; 39(2):142–8.PubMed Podsiadlo D, Richardson S. The timed “Up & Go”: a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc. 1991; 39(2):142–8.PubMed
32.
go back to reference Schenkman M, Cutson TM, Kuchibhatla M, Chandler J, Pieper C. Reliability of impairment and physical performance measures for persons with Parkinson’s disease. Phys Ther. 1997; 77(1):19–27.PubMed Schenkman M, Cutson TM, Kuchibhatla M, Chandler J, Pieper C. Reliability of impairment and physical performance measures for persons with Parkinson’s disease. Phys Ther. 1997; 77(1):19–27.PubMed
33.
go back to reference van Diest M, Stegenga J, Wörtche HJ, Postema K, Verkerke GJ, Lamoth CJC. Suitability of kinect for measuring whole body movement patterns during exergaming. J Biomech. 2014; 47(12):2925–32.CrossRefPubMed van Diest M, Stegenga J, Wörtche HJ, Postema K, Verkerke GJ, Lamoth CJC. Suitability of kinect for measuring whole body movement patterns during exergaming. J Biomech. 2014; 47(12):2925–32.CrossRefPubMed
34.
go back to reference Flowers K. Ballistic and corrective movements on an aiming task. Intention tremor and parkinsonian movement disorders compared. Neurology. 1975; 25(5):413–21.CrossRefPubMed Flowers K. Ballistic and corrective movements on an aiming task. Intention tremor and parkinsonian movement disorders compared. Neurology. 1975; 25(5):413–21.CrossRefPubMed
35.
go back to reference Nelson WL. Physical principles for economies of skilled movements. Biol Cybern. 1983; 46(2):135–47.CrossRefPubMed Nelson WL. Physical principles for economies of skilled movements. Biol Cybern. 1983; 46(2):135–47.CrossRefPubMed
36.
go back to reference Nagasaki H. Asymmetric velocity and acceleration profiles of human arm movements. Exp Brain Res. 1989; 74(2):319–26.CrossRefPubMed Nagasaki H. Asymmetric velocity and acceleration profiles of human arm movements. Exp Brain Res. 1989; 74(2):319–26.CrossRefPubMed
37.
go back to reference Broderick MP, Van Gemmert AWA, Shill HA, Stelmach GE. Hypometria and bradykinesia during drawing movements in individuals with Parkinson’s disease. Exp Brain Res. 2009; 197(3):223–33.CrossRefPubMed Broderick MP, Van Gemmert AWA, Shill HA, Stelmach GE. Hypometria and bradykinesia during drawing movements in individuals with Parkinson’s disease. Exp Brain Res. 2009; 197(3):223–33.CrossRefPubMed
38.
go back to reference Sheridan MR, Flowers KA. Movement variability and bradykinesia in Parkinson’s disease. Brain. 1990; 113(4):1149–61.CrossRefPubMed Sheridan MR, Flowers KA. Movement variability and bradykinesia in Parkinson’s disease. Brain. 1990; 113(4):1149–61.CrossRefPubMed
40.
go back to reference Rigoux L, Guigon E. A model of reward- and effort-based optimal decision making and motor control. PLoS Comput Biol. 2012; 8(10):1002716.CrossRef Rigoux L, Guigon E. A model of reward- and effort-based optimal decision making and motor control. PLoS Comput Biol. 2012; 8(10):1002716.CrossRef
41.
go back to reference Shiner T, Seymour B, Symmonds M, Dayan P, Bhatia KP, Dolan RJ. The effect of motivation on movement: a study of bradykinesia in Parkinson’s disease. PLoS One. 2012; 7(10):47138.CrossRef Shiner T, Seymour B, Symmonds M, Dayan P, Bhatia KP, Dolan RJ. The effect of motivation on movement: a study of bradykinesia in Parkinson’s disease. PLoS One. 2012; 7(10):47138.CrossRef
42.
44.
go back to reference Van Gemmert AWA, Adler CH, Stelmach GE. Parkinson’s disease patients undershoot target size in handwriting and similar tasks. J Neurol Neurosurg Psychiat. 2003; 74(11):1502–8.CrossRefPubMedCentralPubMed Van Gemmert AWA, Adler CH, Stelmach GE. Parkinson’s disease patients undershoot target size in handwriting and similar tasks. J Neurol Neurosurg Psychiat. 2003; 74(11):1502–8.CrossRefPubMedCentralPubMed
45.
go back to reference Ebersbach G, Grust U, Ebersbach A, Wegner B, Gandor F, Kühn AA. Amplitude-oriented exercise in Parkinson’s disease: a randomized study comparing LSVT-BIG and a short training protocol. J Neural Transm. 2014; 122(2):253–6.CrossRefPubMed Ebersbach G, Grust U, Ebersbach A, Wegner B, Gandor F, Kühn AA. Amplitude-oriented exercise in Parkinson’s disease: a randomized study comparing LSVT-BIG and a short training protocol. J Neural Transm. 2014; 122(2):253–6.CrossRefPubMed
Metadata
Title
Adaptive training with full-body movements to reduce bradykinesia in persons with Parkinson’s disease: a pilot study
Authors
Susanna Summa
Angelo Basteris
Enrico Betti
Vittorio Sanguineti
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Journal of NeuroEngineering and Rehabilitation / Issue 1/2015
Electronic ISSN: 1743-0003
DOI
https://doi.org/10.1186/s12984-015-0009-5

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