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Parkinson’s Disease
Volume 2015, Article ID 497825, 8 pages
http://dx.doi.org/10.1155/2015/497825
Clinical Study

Identification of Changing Lower Limb Neuromuscular Activation in Parkinson’s Disease during Treadmill Gait with and without Levodopa Using a Nonlinear Analysis Index

1Center for Neuromotor and Biomechanics Research (CNBR), Health and Human Performance Department (HHP), University of Houston, 3855 Holman Street, Room 104 Garrison, Houston, TX 77204-6015, USA
2Memorial Bone & Joint Research Foundation, 1140 Business Center Drive, Suite 101, Houston, TX 77043, USA

Received 30 September 2014; Revised 19 December 2014; Accepted 29 December 2014

Academic Editor: Marjan Jahanshahi

Copyright © 2015 Amir Pourmoghaddam 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. P. Caliandro, M. Ferrarin, M. Cioni et al., “Levodopa effect on electromyographic activation patterns of tibialis anterior muscle during walking in Parkinson's disease,” Gait and Posture, vol. 33, no. 3, pp. 436–441, 2011. View at Publisher · View at Google Scholar · View at Scopus
  2. V. C. K. Cheung, A. D'Avella, and E. Bizzi, “Adjustments of motor pattern for load compensation via modulated activations of muscle synergies during natural behaviors,” Journal of Neurophysiology, vol. 101, no. 3, pp. 1235–1257, 2009. View at Publisher · View at Google Scholar · View at Scopus
  3. C. Frigo and P. Crenna, “Multichannel SEMG in clinical gait analysis: a review and state-of-the-art,” Clinical Biomechanics, vol. 24, no. 3, pp. 236–245, 2009. View at Publisher · View at Google Scholar · View at Scopus
  4. L. H. Ting and J. M. Macpherson, “A limited set of muscle synergies for force control during a postural task,” Journal of Neurophysiology, vol. 93, no. 1, pp. 609–613, 2005. View at Publisher · View at Google Scholar · View at Scopus
  5. Y. Wang, T. Asaka, V. M. Zatsiorsky, and M. L. Latash, “Muscle synergies during voluntary body sway: combining across-trials and within-a-trial analyses,” Experimental Brain Research, vol. 174, no. 4, pp. 679–693, 2006. View at Publisher · View at Google Scholar · View at Scopus
  6. P. Crenna, I. Carpinella, M. Rabuffetti et al., “Impact of subthalamic nucleus stimulation on the initiation of gait in Parkinson's disease,” Experimental Brain Research, vol. 172, no. 4, pp. 519–532, 2006. View at Publisher · View at Google Scholar · View at Scopus
  7. V. Tricon, A. le Pellec-Muller, N. Martin, S. Mesure, J. P. Azulay, and S. Vernazza-Martin, “Balance control and adaptation of kinematic synergy in aging adults during forward trunk bending,” Neuroscience Letters, vol. 415, no. 1, pp. 81–86, 2007. View at Publisher · View at Google Scholar · View at Scopus
  8. J. V. Basmajian and C. J. de Luca, Muscles Alive: Their Functions Revealed by Electromyography, Williams & Wilkins, 5th edition, 1985.
  9. J. M. Jakobi, D. L. Edwards, and D. M. Connelly, “Utility of portable electromyography for quantifying muscle activity during daily use,” Gerontology, vol. 54, no. 5, pp. 324–331, 2008. View at Publisher · View at Google Scholar · View at Scopus
  10. V. Robles-García, P. Arias, G. Sanmartín et al., “Motor facilitation during real-time movement imitation in Parkinson's disease: a virtual reality study,” Parkinsonism & Related Disorders, vol. 19, no. 12, pp. 1123–1129, 2013. View at Publisher · View at Google Scholar · View at Scopus
  11. K. P. Roland, G. R. Jones, and J. M. Jakobi, “Parkinson's disease and sex-related differences in electromyography during daily life,” Journal of Electromyography and Kinesiology, vol. 23, no. 4, pp. 958–965, 2013. View at Publisher · View at Google Scholar · View at Scopus
  12. K. P. Roland, G. R. Jones, and J. M. Jakobi, “Daily electromyography in females with parkinson's disease: a potential indicator of frailty,” Archives of Gerontology and Geriatrics, vol. 58, no. 1, pp. 80–87, 2014. View at Publisher · View at Google Scholar · View at Scopus
  13. V. Krishnamoorthy, S. Goodman, V. Zatsiorsky, and M. L. Latash, “Muscle synergies during shifts of the center of pressure by standing persons: identification of muscle modes,” Biological Cybernetics, vol. 89, no. 2, pp. 152–161, 2003. View at Publisher · View at Google Scholar · View at Scopus
  14. G. Torres-Oviedo, J. M. Macpherson, and L. H. Ting, “Muscle synergy organization is robust across a variety of postural perturbations,” Journal of Neurophysiology, vol. 96, no. 3, pp. 1530–1546, 2006. View at Publisher · View at Google Scholar · View at Scopus
  15. C. L. Webber Jr. and J. P. Zbilut, “Dynamical assessment of physiological systems and states using recurrence plot strategies,” Journal of Applied Physiology, vol. 76, no. 2, pp. 965–973, 1994. View at Google Scholar · View at Scopus
  16. A. J. Hughes, S. E. Daniel, Y. Ben-Shlomo, and A. J. Lees, “The accuracy of diagnosis of parkinsonian syndromes in a specialist movement disorder service,” Brain, vol. 125, no. 4, pp. 861–870, 2002. View at Publisher · View at Google Scholar · View at Scopus
  17. J. A. Kent-Braun, A. V. Ng, J. W. Doyle, and T. F. Towse, “Human skeletal muscle responses vary with age and gender during fatigue due to incremental isometric exercise,” Journal of Applied Physiology, vol. 93, no. 5, pp. 1813–1823, 2002. View at Google Scholar · View at Scopus
  18. A. Pourmoghaddam, D. P. O'Connor, W. H. Paloski, and C. S. Layne, “SYNERGOS: a multiple muscle activation index,” in Electrodiagnosis in New Frontiers of Clinical Research, H. Turker, Ed., pp. 131–154, InTech, 2013. View at Publisher · View at Google Scholar
  19. M. J. Kurz and J. G. Hou, “Levodopa influences the regularity of the ankle joint kinematics in individuals with Parkinson's disease,” Journal of Computational Neuroscience, vol. 28, no. 1, pp. 131–136, 2010. View at Publisher · View at Google Scholar · View at Scopus
  20. M. M. Hoehn and M. D. Yahr, “Parkinsonism: onset, progression, and mortality,” Neurology, vol. 50, no. 2, article 318, 1998. View at Publisher · View at Google Scholar
  21. C. Morana, S. Ramdani, S. Perrey, and A. Varray, “Recurrence quantification analysis of surface electromyographic signal: sensitivity to potentiation and neuromuscular fatigue,” Journal of Neuroscience Methods, vol. 177, no. 1, pp. 73–79, 2009. View at Publisher · View at Google Scholar · View at Scopus
  22. R. Nagarajan, “Surrogate testing of linear feedback processes with non-Gaussian innovations,” Physica A: Statistical Mechanics and Its Applications, vol. 366, pp. 530–538, 2006. View at Publisher · View at Google Scholar · View at Scopus
  23. T. Schreiber and A. Schmitz, “Surrogate time series,” Physica D: Nonlinear Phenomena, vol. 142, no. 3-4, pp. 346–382, 2000. View at Publisher · View at Google Scholar · View at Scopus
  24. S. Meunier, S. Pol, J. L. Houeto, and M. Vidailhet, “Abnormal reciprocal inhibition between antagonist muscles in Parkinson's disease,” Brain, vol. 123, part 5, pp. 1017–1026, 2000. View at Publisher · View at Google Scholar · View at Scopus
  25. S. A. England and K. P. Granata, “The influence of gait speed on local dynamic stability of walking,” Gait and Posture, vol. 25, no. 2, pp. 172–178, 2007. View at Publisher · View at Google Scholar · View at Scopus
  26. D. D. Espy, F. Yang, T. Bhatt, and Y.-C. Pai, “Independent influence of gait speed and step length on stability and fall risk,” Gait and Posture, vol. 32, no. 3, pp. 378–382, 2010. View at Publisher · View at Google Scholar · View at Scopus
  27. H. G. Kang and J. B. Dingwell, “Effects of walking speed, strength and range of motion on gait stability in healthy older adults,” Journal of Biomechanics, vol. 41, no. 14, pp. 2899–2905, 2008. View at Publisher · View at Google Scholar · View at Scopus
  28. A. Schmitz, A. Silder, B. Heiderscheit, J. Mahoney, and D. G. Thelen, “Differences in lower-extremity muscular activation during walking between healthy older and young adults,” Journal of Electromyography and Kinesiology, vol. 19, no. 6, pp. 1085–1091, 2009. View at Publisher · View at Google Scholar · View at Scopus