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Effects of Loading on Biomechanical Analysis of Lower Extremity Muscle and Approximate Entropy during Continuous Stair Walking
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 Title & Authors
Effects of Loading on Biomechanical Analysis of Lower Extremity Muscle and Approximate Entropy during Continuous Stair Walking
Kim, Sung-Min; Kim, Hye-Ree; Ozkaya, Gizem; Shin, Sung-Hoon; Kong, Se-Jin; Kim, Eon-Ho; Lee, Ki-Kwang;
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Objective : The purpose of this study was to investigate the changes of gait patterns and muscle activations with increased loads during stair walking. Also, it can be used as descriptive data about continuous stair walking in a real life setting. Method : Twelve sedentary young male adults(Age: , Weight: ) without any lower extremity injuries participated in this study. Participants performed stair walking up 7 floors and their ascending and descending motion on each floor was analyzed. A wireless electromyography(EMG) were attached on the Rectus Femoris(RF), Biceps Femoris(BF), Gastrocnemius(GN), Tibialis Anterior(TA) muscle to calculate integrated EMG(iEMG), median frequency(MDF) and co-contraction index(CI). Chest and left heel accelerometer signal were recorded by wireless accelerometer and those were used to calculate approximate entropy(ApEn) for analyzing gait pattern. All analyses were performed with SPSS 21.0 and for repeated measured ANOVA and Post-hoc was LSD. Results : During ascending stairs, there were a statistically significant difference in Walking time between 1-2nd and other floors(p
Stair Walking;Approximate Entropy;Muscle Activity;Acceleration;
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Andriacchi, T. P., Andersson, G. B., Fermier, R. W., Stern, D., & Galante, J. O. (1980). A study of lower-limb mechanics during stair-climbing. Journal of Bone and Joint Surgery, 62(5), 749-757. crossref(new window)

Bolgla, L. A., & Uhl, T. L. (2007). Reliability of electromyographic normalization methods for evaluating the hip musculature. Journal of Electromyography and Kinesiology, 17(1), 102-111. crossref(new window)

Brandes, M., Zijlstra, W., Heikens, S., Van Lummel, R., & Rosenbaum, D. (2006). Accelerometry based assessment of gait parameters in children. Gait & Posture, 24(4), 482-486. crossref(new window)

Buckley, J. G., Heasley, K. J., Twigg, P., & Elliott, D. B. (2005). The effects of blurred vision on the mechanics of landing during stepping down by the elderly. Gait & Posture, 21(1), 65-71. crossref(new window)

Burnfield, M. (2010). Gait analysis: Normal and pathological function. Journal of Sports Science and Medicine, 9, 353.

Byl, N. N., & Sinnott, P. L. (1991). Variations in balance and body sway in middle-aged adults-subjects with healthy backs compared with subjects with low-Back dysfunction. Spine, 16(3), 325-330. crossref(new window)

Cavanaugh, J. T., Mercer, V. S., & Stergiou, N. (2007). Approximate entropy detects the effect of a secondary cognitive task on postural control in healthy young adults: a methodological report. Journal of Neuroengineering and Rehabilitation, 4(1), 42. crossref(new window)

Chaloupka, E. C., Kang, J., Mastrangelo, M. A., & Donnelly, M. S. (1997). Cardiorespiratory and metabolic responses during forward and backward walking. Journal of Orthopaedic & Sports Physical Therapy, 25(5), 302-306. crossref(new window)

Cluff, T., & Robertson, D. G. (2011). Kinetic analysis of stair descent: Part 1. Forwards step-over-step descent. Gait & Posture, 33(3), 423-428. crossref(new window)

Coley, B., Najafi, B., Paraschiv-Ionescu, A., & Aminian, K. (2005). Stair climbing detection during daily physical activity using a miniature gyroscope. Gait & Posture, 22(4), 287-294. crossref(new window)

Collins, J. J., & Whittle, M. W. (1989). Impulsive forces during walking and their clinical implications. Clinical Biomechanics, 4(3), 179-187. crossref(new window)

Edwards, R. H. (1984). New techniques for studying human-muscle function, metabolism, and fatigue. Muscle & Nerve, 7(8), 599-609. crossref(new window)

Gallagher, K. M., VandenBussche, J., & Callaghan, J. P. (2013). Gait adaptations to different paths of stair descent. Gait & Posture, 38(4), 691-695. crossref(new window)

Gefen, A., Megido-Ravid, M., Itzchak, Y., & Arcan, M. (2002). Analysis of muscular fatigue and foot stability during high-heeled gait. Gait & Posture, 15(1), 56-63. crossref(new window)

Georgoulis, A. D., Moraiti, C., Ristanis, S., & Stergiou, N. (2006). A novel approach to measure variability in the anterior cruciate ligament deficient knee during walking: the use of the approximate entropy in orthopaedics. Journal of Clinical Monitoring and Computing, 20(1), 11-18. crossref(new window)

Hamill, J., Derrick, T. R., & Holt, K. G. (1995). Shock attenuation and stride frequency during running. Human Movement Science, 14(1), 45-60. crossref(new window)

Han, G. S. (2009). The Effects of Kinetic Analysis for Lower Limbs and Relation to Fall in Obese Elderly Woman during Stair Descent. Unpublished Doctor's Thesis, KonKuk University.

Hansen, S., Hansen, N. L., Christensen, L. O., Petersen, N. T., & Nielsen, J. B. (2002). Coupling of antagonistic ankle muscles during co-contraction in humans. Experimental Brain Research, 146(3), 282-292. crossref(new window)

Helbostad, J. L., Leirfall, S., Moe-Nilssen, R., & Sletvold, O. (2007). Physical fatigue affects gait characteristics in older persons. The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 62(9), 1010-1015. crossref(new window)

James, B., & Parker, A. W. (1989). Electromyography of stair locomotion in elderly men and women. Electromyography and Clinical Neurophysiology, 29(3), 161-168.

Jefferson, R. J., Collins, J. J., Whittle, M. W., Radin, E. L., & O'Connor, J. J. (1990). The role of the quadriceps in controlling impulsive forces around heel strike. Proceedings of the Institution of Mechanical Engineers, Part H, 204(1), 21-28. crossref(new window)

Joseph, J., & Watson, R. (1967). Telemetering electromyography of some lower limb muscles while walking downstairs. Journal of Anatomy, 101, 180.

Kellis, E., Arabatzi, F., & Papadopoulos, C. (2003). Muscle co-activation around the knee in drop jumping using the co-contraction index. Journal of Electromyography and Kinesiology, 13(3), 229-238. crossref(new window)

Kim, C. M., & Eng, J. J. (2003). The relationship of lower-extremity muscle torque to locomotor performance in people with stroke. Physical Therapy, 83(1), 49-57.

Leroux, A., Fung, J., & Barbeau, H. (2002). Postural adaptation to walking on inclined surfaces: I. normal strategies. Gait & Posture, 15(1), 64-74. crossref(new window)

Livingston, L. A., Stevenson, J. M., & Olney, S. J. (1991). Stair climbing kinematics on stairs of differing dimensions. Archives of Physical Medicine and Rehabilitation, 72(6), 398-402.

Mayagoitia, R. E., Nene, A. V., & Veltink, P. H. (2002). Accelerometer and rate gyroscope measurement of kinematics: an inexpensive alternative to optical motion analysis systems. Journal of Biomechanics, 35(4), 537-542. crossref(new window)

McFadyen, B. J., & Winter, D. A. (1988). An integrated biomechanical analysis of normal stair ascent and descent. Journal of Biomechanics, 21(9), 733-744. crossref(new window)

McGowan, C. P., Neptune, R. R., & Kram, R. (2008). Independent effects of weight and mass on plantar flexor activity during walking: implications for their contributions to body support and forward propulsion. Journal of Applied Physiology, 105(2), 486-494. crossref(new window)

Mizrahi, J., Voloshin, A., Russek, D., Verbitsky, O., & Isakov, E. (1997). The influence of fatigue on EMG and impact acceleration in running. Basic and Applied Myology, 7(2), 111-118.

Mizrahi, J. (2015). Mechanical impedance and its relations to motor control, limb dynamics, and motion biomechanics. Journal of Medical and Biological Engineering, 35(1), 1-20. crossref(new window)

Mizrahi, J., Verbitsky, O., Isakov, E., & Daily, D. (2000). Effect of fatigue on leg kinematics and impact acceleration in long distance running. Human Movement Science, 19(2), 139-151. crossref(new window)

Moon, G. S. (2004). The Kinetic Analysis of the Lower Limbs and EMG Analysis of The Lower Limbs Muscle Activity for the Different Gait Speed.. Unpublished Doctor's Thesis, Yonsei University.

Moon, J. H., & Chun, Y. J. (2013). Biomechanical analysis of the effect that various loads has on the lower limbs while descending stairs. Korean Journal of Sport Biomechanics, 23(3), 245-252. crossref(new window)

Moon, Y. S., Park, Y. G., Ko, N. Y., Bae, Y. C., & Lee, A. Y. (2009). Torque Sensing Simulator For Robot Joint Application. Korea Automatic Control Conference 2009. Busan: University of Sunchon.

Moraiti, C., Stergiou, N., Ristanis, S., & Georgoulis, A. D. (2007). ACL deficiency affects stride-to-stride variability as measured using nonlinear methodology. Knee Surgery, Sports Traumatology, Arthroscopy, 15(12), 1406-1413. crossref(new window)

Pandy, M. G., & Andriacchi, T. P. (2010). Muscle and joint function in human locomotion. Annual Review of Biomedical Engineering, 12, 401-433. crossref(new window)

Parijat, P., & Lockhart, T. E. (2008). Effects of lower extremity muscle fatigue on the outcomes of slip-induced falls. Ergonomics, 51(12), 1873-1884. crossref(new window)

Park, Y. S., Kim, B. H., Kim, T. W., Lee, Y. S., & Lim, Y. T. (2010). The effects of 12 week balance ability improvement exercise to the changes of selected joint angles and ground reaction forces during down staircase walking. Korean Journal of Sport Biomechanics, 20(3), 267-275. crossref(new window)

Perry, J., & Davids, J. R. (1992). Gait analysis: normal and pathological function. Journal of Pediatric Orthopaedics, 12(6), 815.

Pincus, S. M. (1991). Approximate entropy as a measure of system complexity. Proceedings of the National Academy of Sciences, 88(6), 2297-2301. crossref(new window)

Pincus, S. M. (1995). Approximate entropy (ApEn) as a complexity measure. Chaos: An Interdisciplinary Journal of Nonlinear Science, 5(1), 110-117. crossref(new window)

Protopapadaki, A., Drechsler, W. I., Cramp, M. C., Coutts, F. J., & Scott, O. M. (2007). Hip, knee, ankle kinematics and kinetics during stair ascent and descent in healthy young individuals. Clinical Biomechanics, 22(2), 203-210. crossref(new window)

Qu, X., & Hu, X. (2014). Lower-extremity kinematics and postural stability during stair negotiation: effects of two cognitive tasks. Clinical Biomechanics, 29(1), 40-46. crossref(new window)

Radin, E. L., & Rose, R. M. (1986). Role of subchondral bone in the initiation and progression of cartilage damage. Clinical Orthopaedics and Related Research, 213, 34-40.

Riener, R., Rabuffetti, M., & Frigo, C. (2002). Stair ascent and descent at different inclinations. Gait & Posture, 15(1), 32-44. crossref(new window)

Rose, J., & Gamble, J. G. (Eds.). (2006). Human Walking. Philadelphia: Lippincott Williams & Wilkins, Ins.

Roys, M. S. (2001). Serious stair injuries can be prevented by improved stair design. Applied Ergonomics, 32(2), 135-139. crossref(new window)

Solomonow, M., Baratta, R., Zhou, B. H., Shoji, H., Bose, W., Beck, C., & D'ambrosia, R. (1987). The synergistic action of the anterior cruciate ligament and thigh muscles in maintaining joint stability. The American Journal of Sports Medicine, 15(3), 207-213. crossref(new window)

Souza, T. R., Mancini, M. C., Araujo, V. L., Carvalhais, V. O., Ocarino, J. M., Silva, P. L., & Fonseca, S. T. (2014). Clinical measures of hip and foot-ankle mechanics as predictors of rearfoot motion and posture. Manual Therapy, 19(5), 379-385. crossref(new window)

Stackhouse, S. K. S., Stevens, J. E., Lee, S. C. K., Pearce, K. M., Snyder-Mackler, L., & Binder-Macleod, S. A. (2001). Maximum voluntary activation in nonfatigued and fatigued muscle of young and elderly individuals. Physical Therapy, 81(5), 1102-1109.

Startzell, J. K., Owens, D. A., Mulfinger, L. M., & Cavanagh, P. R. (2000). Stair negotiation in older people: a review. Journal of the American Geriatrics Society, 48(5), 567-580. crossref(new window)

Svanstrom, L. (1974). Falls on stairs: an epidemiological accident study. Scandinavian Journal of Public Health, 2(3), 113-120.

Syed, I. Y., & Davis, B. L. (2000). Obesity and osteoarthritis of the knee: hypotheses concerning the relationship between ground reaction forces and quadriceps fatigue in long-duration walking. Medical Hypotheses, 54(2), 182-185. crossref(new window)

Templer, J., Archea, J., & Cohen, H. H. (1985). Study of factors associated with risk of work-related stairway falls. Journal of Safety Research, 16(4), 183-196. crossref(new window)

Tochigi, Y., Segal, N. A., Vaseenon, T., & Brown, T. D. (2012). Entropy analysis of tri-axial leg acceleration signal waveforms for measurement of decrease of physiological variability in human gait. Journal of Orthopaedic Research, 30(6), 897-904. crossref(new window)

Wall, J. C., Nottrodt, J. W., & Charteris, J. (1981). The effects of uphill and downhill walking on pelvic oscillations in the transverse plane. Ergonomics, 24(10), 807-816. crossref(new window)

Whittfield, J. K., Legg, S. J., & Hedderley, D. I. (2001). The weight and use of schoolbags in New Zealand secondary schools. Ergonomics, 44(9), 819-824. crossref(new window)

Whittle, M. W. (1999). Generation and attenuation of transient impulsive forces beneath the foot: a review. Gait & Posture, 10(3), 264-275. crossref(new window)

Yoon, S. H. (2008). The effect of stair depth on ground reaction force parameters-asymmetric and variability indices. Korean Journal of Sport Biomechanics, 18(1), 169-178. crossref(new window)

Yoshino, K., Motoshige, T., Araki, T., & Matsuoka, K. (2004). Effect of prolonged free-walking fatigue on gait and physiological rhythm. Journal of Biomechanics, 37(8), 1271-1280. crossref(new window)

Zachazewski, J. E., Riley, P. O., & Krebs, D. E. (1993). Biomechanical analysis of body mass transfer during stair ascent and descent of healthy subjects. Journal of Rehabilitation Research & Development, 30(4), 412-422.