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Multiple Sclerosis International
Volume 2015 (2015), Article ID 650431, 11 pages
http://dx.doi.org/10.1155/2015/650431
Clinical Study

Development of Activity-Related Muscle Fatigue during Robot-Mediated Upper Limb Rehabilitation Training in Persons with Multiple Sclerosis: A Pilot Trial

1Parahyangan Catholic University, Industrial Engineering Department, Ciumbuleuit 94, Bandung 40141, Indonesia
2Hasselt University, Expertise Centre for Digital Media-tUL-iMinds, Wetenschapspark 2, 3590 Diepenbeek, Belgium
3REVAL Rehabilitation Research Center, BIOMED, Faculty of Medicine and Life Sciences, Hasselt University, Agoralaan Gebouw A, 3590 Diepenbeek, Belgium

Received 17 December 2014; Revised 1 May 2015; Accepted 2 May 2015

Academic Editor: Bianca Weinstock-Guttman

Copyright © 2015 Johanna Renny Octavia et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. A. Tallner, A. Waschbisch, I. Wenny et al., “Multiple sclerosis relapses are not associated with exercise,” Multiple Sclerosis, vol. 18, no. 2, pp. 232–235, 2012. View at Publisher · View at Google Scholar · View at Scopus
  2. A. E. Latimer-Cheung, K. A. M. Ginis, A. L. Hicks et al., “Development of evidence-informed physical activity guidelines for adults with multiple sclerosis,” Archives of Physical Medicine and Rehabilitation, vol. 94, no. 9, pp. 1829–1836, 2013. View at Publisher · View at Google Scholar · View at Scopus
  3. R. W. Motl and J. L. Gosney, “Effect of exercise training on quality of life in multiple sclerosis: a meta-analysis,” Multiple Sclerosis, vol. 14, no. 1, pp. 129–135, 2008. View at Publisher · View at Google Scholar · View at Scopus
  4. E. M. Snook and R. W. Motl, “Effect of exercise training on walking mobility in multiple sclerosis: a meta-analysis,” Neurorehabilitation and Neural Repair, vol. 23, no. 2, pp. 108–116, 2009. View at Publisher · View at Google Scholar · View at Scopus
  5. T. Kjølhede, K. Vissing, and U. Dalgas, “Multiple sclerosis and progressive resistance training: a systematic review,” Multiple Sclerosis, vol. 18, no. 9, pp. 1215–1228, 2012. View at Publisher · View at Google Scholar · View at Scopus
  6. A. G. Skjerbæk, M. Næsby, K. Lützen et al., “Endurance training is feasible in severely disabled patients with progressive multiple sclerosis,” Multiple Sclerosis, vol. 20, no. 5, pp. 627–630, 2014. View at Publisher · View at Google Scholar · View at Scopus
  7. I. Lamers, L. Kerkhofs, J. Raats, D. Kos, B. Van Wijmeersch, and P. Feys, “Perceived and actual arm performance in multiple sclerosis: relationship with clinical tests according to hand dominance,” Multiple Sclerosis, vol. 19, no. 10, pp. 1341–1348, 2013. View at Publisher · View at Google Scholar · View at Scopus
  8. A. I. F. Spooren, A. A. A. Timmermans, and H. A. M. Seelen, “Motor training programs of arm and hand in patients with MS according to different levels of the ICF: a systematic review,” BMC Neurology, vol. 12, article 49, 2012. View at Publisher · View at Google Scholar · View at Scopus
  9. G. Kwakkel, B. J. Kollen, and H. I. Krebs, “Effects of robot-assisted therapy on upper limb recovery after stroke: a systematic review,” Neurorehabilitation and Neural Repair, vol. 22, no. 2, pp. 111–121, 2008. View at Publisher · View at Google Scholar · View at Scopus
  10. J. H. Burridge and A. M. Hughes, “Potential for new technologies in clinical practice,” Current Opinion in Neurology, vol. 23, no. 6, pp. 671–677, 2010. View at Publisher · View at Google Scholar · View at Scopus
  11. J. Mehrholz, A. Hädrich, T. Platz, J. Kugler, and M. Pohl, “Electromechanical and robot-assisted arm training for improving generic activities of daily living, arm function, and arm muscle strength after stroke,” Cochrane Database of Systematic Reviews, vol. 6, Article ID CD006876, 2012. View at Google Scholar · View at Scopus
  12. G. Kwakkel, R. C. Wagenaar, J. W. R. Twisk, G. J. Lankhorst, and J. C. Koetsier, “Intensity of leg and arm training after primary middle-cerebral-artery stroke: a randomised trial,” The Lancet, vol. 354, no. 9174, pp. 191–196, 1999. View at Publisher · View at Google Scholar · View at Scopus
  13. A. Basteris, S. M. Nijenhuis, A. H. Stienen, J. H. Buurke, G. B. Prange, and F. Amirabdollahian, “Training modalities in robot-mediated upper limb rehabilitation in stroke: a framework for classification based on a systematic review,” Journal of NeuroEngineering and Rehabilitation, vol. 11, no. 1, article 111, 2014. View at Publisher · View at Google Scholar
  14. D. Gijbels, I. Lamers, L. Kerkhofs, G. Alders, E. Knippenberg, and P. Feys, “The Armeo Spring as training tool to improve upper limb functionality in multiple sclerosis: a pilot study,” Journal of NeuroEngineering and Rehabilitation, vol. 8, no. 1, article 5, 2011. View at Publisher · View at Google Scholar · View at Scopus
  15. I. Carpinella, D. Cattaneo, R. Bertoni, and M. Ferrarin, “Robot training of upper limb in multiple sclerosis: comparing protocols with or withoutmanipulative task components,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 20, no. 3, pp. 351–360, 2012. View at Publisher · View at Google Scholar · View at Scopus
  16. H. Bastiaens, G. Alders, P. Feys et al., “Facilitating robot-assisted training in MS patients with arm paresis: a procedure to individually determine gravity compensation,” in Proceedings of the 12th IEEE International Conference on Rehabilitation Robotics (ICORR '11), pp. 1100–1105, Zurich, Switzerland, July 2011. View at Publisher · View at Google Scholar · View at Scopus
  17. W. van den Hoogen, P. Feys, I. Lamers et al., “Visualizing the third dimension in virtual training environments for neurologically impaired persons: Beneficial or disruptive?” Journal of NeuroEngineering and Rehabilitation, vol. 9, article 73, 2012. View at Publisher · View at Google Scholar · View at Scopus
  18. S. R. Schwid, C. A. Thornton, S. Pandya et al., “Quantitative assessment of motor fatigue and strength in MS,” Neurology, vol. 53, no. 4, pp. 743–750, 1999. View at Publisher · View at Google Scholar · View at Scopus
  19. D. Severijns, I. Lamers, L. Kerkhofs, and P. Feys, “Hand grip fatigability in persons with multiple sclerosis according to hand dominance and disease progression,” Journal of Rehabilitation Medicine, vol. 47, no. 2, pp. 154–160, 2015. View at Publisher · View at Google Scholar
  20. A. Steens, D. J. Heersema, N. M. Maurits, R. J. Renken, and I. Zijdewind, “Mechanisms underlying muscle fatigue differ between multiple sclerosis patients and controls: a combined electrophysiological and neuroimaging study,” NeuroImage, vol. 59, no. 4, pp. 3110–3118, 2012. View at Publisher · View at Google Scholar · View at Scopus
  21. J. Surakka, A. Romberg, J. Ruutiainen, A. Virtanen, S. Aunola, and K. Mäentaka, “Assessment of muscle strength and motor fatigue with a knee dynamometer in subjects with multiple sclerosis: a new fatigue index,” Clinical Rehabilitation, vol. 18, no. 6, pp. 652–659, 2004. View at Publisher · View at Google Scholar · View at Scopus
  22. R. Phan-Ba, P. Calay, P. Grodent et al., “Motor fatigue measurement by distance-induced slow down of walking speed in multiple sclerosis,” PLoS ONE, vol. 7, no. 4, Article ID e34744, 2012. View at Publisher · View at Google Scholar · View at Scopus
  23. B. M. Kluger, L. B. Krupp, and R. M. Enoka, “Fatigue and fatigability in neurologic illnesses: proposal for a unified taxonomy,” Neurology, vol. 80, no. 4, pp. 409–416, 2013. View at Publisher · View at Google Scholar · View at Scopus
  24. I. Jonkers, G. Nuyens, J. Seghers, M. Nuttin, and A. Spaepen, “Muscular effort in multiple sclerosis patients during powered wheelchair manoeuvres,” Clinical Biomechanics, vol. 19, no. 9, pp. 929–938, 2004. View at Publisher · View at Google Scholar · View at Scopus
  25. A. Luttmann, M. Jäger, and W. Laurig, “Electromyographical indication of muscular fatigue in occupational field studies,” International Journal of Industrial Ergonomics, vol. 25, no. 6, pp. 645–660, 2000. View at Publisher · View at Google Scholar · View at Scopus
  26. D. Roman-Liu, T. Tokarski, and K. Wójcik, “Quantitative assessment of upper limb muscle fatigue depending on the conditions of repetitive task load,” Journal of Electromyography and Kinesiology, vol. 14, no. 6, pp. 671–682, 2004. View at Publisher · View at Google Scholar · View at Scopus
  27. G. B. Prange, T. Krabben, G. J. Renzenbrink, M. J. Ijzerman, H. J. Hermens, and M. J. A. Jannink, “Changes in muscle activation after reach training with gravity compensation in chronic stroke patients,” International Journal of Rehabilitation Research, vol. 35, no. 3, pp. 234–242, 2012. View at Publisher · View at Google Scholar · View at Scopus
  28. R. F. Beer, M. D. Ellis, B. G. Holubar, and J. P. A. Dewald, “Impact of gravity loading on post-stroke reaching and its relationship to weakness,” Muscle and Nerve, vol. 36, no. 2, pp. 242–250, 2007. View at Publisher · View at Google Scholar · View at Scopus
  29. D. T. Wade, “Measuring arm impairment and disability after stroke,” Disability and Rehabilitation, vol. 11, no. 2, pp. 89–92, 1989. View at Publisher · View at Google Scholar · View at Scopus
  30. P. W. Duncan, M. Propst, and S. G. Nelson, “Reliability of the Fugl-Meyer assessment of sensorimotor recovery following cerebrovascular accident,” Physical Therapy, vol. 63, no. 10, pp. 1606–1610, 1983. View at Google Scholar · View at Scopus
  31. J. R. Octavia, K. Coninx, and P. Feys, “As I am not you: accommodating user diversity through adaptive rehabilitation training for multiple sclerosis patients,” in Proceedings of the 24th Australian Computer-Human Interaction Conference (OzCHI '12), pp. 424–432, ACM, New York, NY, USA, November 2012. View at Publisher · View at Google Scholar · View at Scopus
  32. I. Lamers, A. A. A. Timmermans, L. Kerkhofs, D. Severijns, B. van Wijmeersch, and P. Feys, “Self-reported use of the upper limbs related to clinical tests in persons with multiple sclerosis,” Disability and Rehabilitation, vol. 35, no. 23, pp. 2016–2020, 2013. View at Publisher · View at Google Scholar · View at Scopus
  33. A. A. A. Timmermans, H. A. M. Seelen, R. D. Willmann et al., “Arm and hand skills: training preferences after stroke,” Disability and Rehabilitation, vol. 31, no. 16, pp. 1344–1352, 2009. View at Publisher · View at Google Scholar · View at Scopus
  34. R. M. Stern, W. J. Ray, and K. S. Quigley, Psychophysiological Recording, Oxford University Press, 2001.
  35. D. L. Turner, A. Ramos-Murguialday, N. Birbaumer, U. Hoffmann, and A. Luft, “Neurophysiology of robot-mediated training and therapy: a perspective for future use in clinical populations,” Frontiers in Neurology, vol. 4, article 184, 2013. View at Publisher · View at Google Scholar · View at Scopus
  36. J. R. Octavia and K. Coninx, “Adaptivity personalized training games for individual and collaborative rehabilitation of people with multiple sclerosis,” BioMed Research International, vol. 2014, Article ID 345728, 22 pages, 2014. View at Publisher · View at Google Scholar