ارایه یک مدل ساختاری کامل از عضله اسکلتی با درنظرگرفتن اثر گیرنده های دوک عضلانی و گلژی تاندون
محورهای موضوعی : انرژی های تجدیدپذیر
مهتاب دادخواه
1
(دانشکده مهندسی برق- واحد نجف‌آباد، دانشگاه آزاد اسلامی، نجف‌آباد، ایران)
مهدی خضری
2
(مرکز تحقیقات پردازش دیجیتال و بینایی ماشین- واحد نجف‌آباد، دانشگاه آزاد اسلامی، نجف‌آباد، ایران)
حمید محمودیان
3
(دانشکده مهندسی برق- واحد نجف‌آباد، دانشگاه آزاد اسلامی، نجف‌آباد، ایران)
کلید واژه: مدلسازی عضله اسکلتی, بازخوردهای حسی, دوک عضلانی, گلژی تاندون, نیروی عضله,
چکیده مقاله :
در این مطالعه سعی بر آن است که مدل کاملی از عضله اسکلتی ارایه شود؛ با این هدف که گویای رفتار آن به طور دقیق باشد. این مدل با در نظر گرفتن نقش گیرنده‌های حسی دوک عضلانی و گلژی تاندون در عملکرد عضله ارایه می‌شود. دوک عضلانی و گلژی تاندون به ترتیب اطلاعاتی در مورد تغییرات طول و نیروی عضله تولید می‌کنند. این داده ها سپس به مغز و نخاع ارسال شده و آنها را از وضعیت فعلی عضله مطلع و در ارسال فرامین حرکتی برای عضله کمک می کنند. در این مطالعه ترکیب تطبیقی آوران های دوک و گلژی، با توجه به تغییر در سطح فعالیت آنها و نیروی تولید شده در عضله در شرایط مختلف عملکردی، پیشنهاد شده است. درنظر گرفتن بازخوردهای کنترلی آورانها در مدلسازی ارایه شده می تواند رفتار مطلوب و دقیق عضله را تحت بارهای مختلف ارایه و محدودیت های مدل های پیشین را برطرف کند. نتایج مدل پیشنهاد شده با توجه به مدلسازی دقیق گیرنده‌های حسی و اجزای مختلف عضله اسکلتی، با نتایج تجربی مطابقت داشته است. این مدل می‌تواند برای پیشگویی رفتار عضله در شرایط مختلف عملکردی، جلوگیری از آسیب‌های سیستم عصبی-عضلانی و همچنین طراحی عضلات مصنوعی و پروتزهای مختلف به کار رود.
In this study, we try to present a complete model of skeletal muscle, with the aim of expressing it's behavior in a precise manner. This model is presented with considering the role of sensory receptors in muscle function. Muscle spindle and Golgi tendon receptors provide information on length changes and muscle force, respectively . Then this information is sent to the central nervous system for final decision making. In this study, adaptive combination of the Spindle and Golgi tendon afferents Due to the changes in their level of activity and the force produced in the muscle under different functional conditions is suggested. Considering the control feedbacks of the afferents in the presented model can optimize the precise behavior of the muscle under different loads and eliminate the limitations of previous models. The results of the proposed model according to the precise modeling of sensory receptors (Muscle spindle and Golgi tendon) have been consistent with the experimental results of muscle activity. This model can be used to predict muscle's behavior in preventing muscular nervous system damage, as well as the design of artificial muscles and different prostheses.
[1] C. K. Lin, P. E. Crago, "Structural model of the muscle spindle", Annals of Biomedical Engineering, vol. 30, no. 1, pp. 68-83, Jan. 2002 (doi: 10.1114/1.1433488).
[2] A. V. Hill, "The heat of shortening and the dynamic constant of muscle", Proceedings of The Royal Society B, vol. 126, no. 843, pp. 136-195, Oct. 1938 (https://doi.org/10.1098/rspb.1938.0050).
[3] Z. A. Hasan, "A model of spindle afferent response to muscle stretch", Journal of Neurophysiology, vol. 49, no. 4, pp. 989-1006, April 1983 (doi: 10.1152/jn.1983.49.4.989).
[4] M. P. Mileusnic, J. E. Brown, N. Lan, G. E. Loeb, "Mathematical models of proprioceptors. I. control and transduction in the muscle spindle", Journal of Neurophysiology, vol. 96, pp. 1789-1802, Mar. 2006 (doi: 10.1152/jn.00868.2005).
[5] A. Prochazka, D. Gillard, D. J. Bennett, "Implications of positive feedback in the control of movement", Journal of Neurophysiology, vol. 77, Issue. 6, pp. 3237-3251, June. 1997 (doi: 10.1152/jn.1997.77.6.3237).
[6] A. S. Wexler, J. Ding, S. A. Binder-Macleod, "A mathematical model that predicts skeletal muscle force", IEEE Trans. on Biomedical Engineering, vol. 44, no. 5, pp. 337-348, May.1997.
[7] G. A. Mohammed, M. Hou, "Optimization of active muscle force–length models using least squares curve fitting", IEEE Trans. on Biomedical Engineering, vol. 63, no. 3, pp. 630-635, Mar. 2016 (doi: 10.1109/tbme. 2015.2467169).
[8] F. Toohidkhah, N. Lahimgarzadeh, Y. Mohammadali Morghi, "Motor control in humans", Amirkabir University Press, 1395 (in Persian).
[9] A. M. Gordan, A. F. Huxley, F. J. Julian, "The variation in isometric tension with sarcomere length in vertebrate muscle fibers", Journal of Physiology, 184, pp. 170-192, 1966 (doi: 10.1113/jphysiol.1966. sp007909).
[10] U. Proske, S. C. Gandevia, "The proprioceptive senses: their roles in signaling body shape, body position and movement, and muscle force", Physiological Reviews, vol. 92, no. 4, pp. 1651-1697, Oct. 2012 (doi: 10.1152/physrev.00048.2011).
[11] S. Roatta, M. Passatore, "Muscle sensory receptors", Wiley, Encyclopedia of Biomedical Engineering, April 2006 (https://doi.org/10.1002/9780471740360.ebs0809).
[12] G. E. Loeb, M. Mileusnic, "Proprioceptors and models of transduction", Springer, Scholarpedia of Touch. Scholarpedia. Atlantis Press, Paris, pp. 437-465, Nov. 2016.
[13] U. Proske, S. C. Gandevia, "The proprioceptive senses: their roles in signaling body shape, body position and movement, and muscle force", Journal of Neurophysiolog, vol. 92, no. 4, pp. 1651-1697, Oct. 2012 (doi: 10.1152/physrev.00048.2011).
[14] M. P. Mileusnic, J. E. Brown, N. Lan, G. E. Loeb, "Mathematical models of proprioceptors. II. Structure and function of the golgi tendon organ", Journal of Neurophysiolgy, vol. 96, no. 4, pp. 1772-1788, Mar. 2006 (doi: 10.1152/jn.00869.2005).
[15] A. Zaknich, "Principles of adaptive filters and self-learning systems", Springer, Advanced Textbooks in Control and Signal processing Book Series, 2005.
[16] B. Widrow, J. McCool, M. Ball, "The complex LMS algorithm", Proceedings of IEEE, vol. 63, no. 4, April 1975 (doi: 10.1109/proc.1975.9807).
[17] I. Wiliams, T. G. Constandinou, "Computationally efficient modeling of proprioceptive signals in the upper limb for prostheses: a simulation study", Frontiers in Neuroscience, June. 2014 (doi: 10.3389/fnins. 2014.00181).
[18] J. E. Gregory, U. Proske, "The responses of golgi tendon organs to stimulation of different combinations of motor units", The Journal of Physiology, vol. 295, no. 1, pp. 251-262, Oct. 1979 (doi: 10.1113/jphysiol. 1979.sp012966).
[19] A. Prochazka, "Proprioceptive feedback and movement regulation", Comprehensive Physiology, Wiley, Jan. 2011 (doi: 10.1002/cphy. cp120103).
[20] W. Herzog, T. R. Leonard, "Force enhancement following stretching of skeletal muscle", Journal of Experimental Biology, pp. 1283-1275, 2002.
_||_[1] C. K. Lin, P. E. Crago, "Structural model of the muscle spindle", Annals of Biomedical Engineering, vol. 30, no. 1, pp. 68-83, Jan. 2002 (doi: 10.1114/1.1433488).
[2] A. V. Hill, "The heat of shortening and the dynamic constant of muscle", Proceedings of The Royal Society B, vol. 126, no. 843, pp. 136-195, Oct. 1938 (https://doi.org/10.1098/rspb.1938.0050).
[3] Z. A. Hasan, "A model of spindle afferent response to muscle stretch", Journal of Neurophysiology, vol. 49, no. 4, pp. 989-1006, April 1983 (doi: 10.1152/jn.1983.49.4.989).
[4] M. P. Mileusnic, J. E. Brown, N. Lan, G. E. Loeb, "Mathematical models of proprioceptors. I. control and transduction in the muscle spindle", Journal of Neurophysiology, vol. 96, pp. 1789-1802, Mar. 2006 (doi: 10.1152/jn.00868.2005).
[5] A. Prochazka, D. Gillard, D. J. Bennett, "Implications of positive feedback in the control of movement", Journal of Neurophysiology, vol. 77, Issue. 6, pp. 3237-3251, June. 1997 (doi: 10.1152/jn.1997.77.6.3237).
[6] A. S. Wexler, J. Ding, S. A. Binder-Macleod, "A mathematical model that predicts skeletal muscle force", IEEE Trans. on Biomedical Engineering, vol. 44, no. 5, pp. 337-348, May.1997.
[7] G. A. Mohammed, M. Hou, "Optimization of active muscle force–length models using least squares curve fitting", IEEE Trans. on Biomedical Engineering, vol. 63, no. 3, pp. 630-635, Mar. 2016 (doi: 10.1109/tbme. 2015.2467169).
[8] F. Toohidkhah, N. Lahimgarzadeh, Y. Mohammadali Morghi, "Motor control in humans", Amirkabir University Press, 1395 (in Persian).
[9] A. M. Gordan, A. F. Huxley, F. J. Julian, "The variation in isometric tension with sarcomere length in vertebrate muscle fibers", Journal of Physiology, 184, pp. 170-192, 1966 (doi: 10.1113/jphysiol.1966. sp007909).
[10] U. Proske, S. C. Gandevia, "The proprioceptive senses: their roles in signaling body shape, body position and movement, and muscle force", Physiological Reviews, vol. 92, no. 4, pp. 1651-1697, Oct. 2012 (doi: 10.1152/physrev.00048.2011).
[11] S. Roatta, M. Passatore, "Muscle sensory receptors", Wiley, Encyclopedia of Biomedical Engineering, April 2006 (https://doi.org/10.1002/9780471740360.ebs0809).
[12] G. E. Loeb, M. Mileusnic, "Proprioceptors and models of transduction", Springer, Scholarpedia of Touch. Scholarpedia. Atlantis Press, Paris, pp. 437-465, Nov. 2016.
[13] U. Proske, S. C. Gandevia, "The proprioceptive senses: their roles in signaling body shape, body position and movement, and muscle force", Journal of Neurophysiolog, vol. 92, no. 4, pp. 1651-1697, Oct. 2012 (doi: 10.1152/physrev.00048.2011).
[14] M. P. Mileusnic, J. E. Brown, N. Lan, G. E. Loeb, "Mathematical models of proprioceptors. II. Structure and function of the golgi tendon organ", Journal of Neurophysiolgy, vol. 96, no. 4, pp. 1772-1788, Mar. 2006 (doi: 10.1152/jn.00869.2005).
[15] A. Zaknich, "Principles of adaptive filters and self-learning systems", Springer, Advanced Textbooks in Control and Signal processing Book Series, 2005.
[16] B. Widrow, J. McCool, M. Ball, "The complex LMS algorithm", Proceedings of IEEE, vol. 63, no. 4, April 1975 (doi: 10.1109/proc.1975.9807).
[17] I. Wiliams, T. G. Constandinou, "Computationally efficient modeling of proprioceptive signals in the upper limb for prostheses: a simulation study", Frontiers in Neuroscience, June. 2014 (doi: 10.3389/fnins. 2014.00181).
[18] J. E. Gregory, U. Proske, "The responses of golgi tendon organs to stimulation of different combinations of motor units", The Journal of Physiology, vol. 295, no. 1, pp. 251-262, Oct. 1979 (doi: 10.1113/jphysiol. 1979.sp012966).
[19] A. Prochazka, "Proprioceptive feedback and movement regulation", Comprehensive Physiology, Wiley, Jan. 2011 (doi: 10.1002/cphy. cp120103).
[20] W. Herzog, T. R. Leonard, "Force enhancement following stretching of skeletal muscle", Journal of Experimental Biology, pp. 1283-1275, 2002.
