Abstract
Asymmetrical stiff knee gait is a mechanical pathology that can disrupt lower extremity muscle coordination. A better understanding of this condition can help identify potential complications. This study proposes the use of dynamic musculoskeletal modelling simulation to investigate the effect of induced mechanical perturbation on the kneeand to examine the muscle behaviour without invasive technique. Thirty-eight healthy participants were recruited. Asymmetrical gait was simulated using knee brace. Knee joint angle, joint moment and knee flexor and extensor muscle forces were computed using OpenSim. Differences inmuscle force between normal and abnormal conditions were investigated using ANOVA and Tukey-Kramer multiple comparison test.The results revealed that braced knee experienced limited range of motion with smaller flexion moment occuring at late swing phase. Significant differences were found in all flexormuscle forces and in several extensor muscle forces (p<0.05). Normal knee produced larger flexor muscle force than braced knee. Braced knee generated the largest extensor muscle force at early swing phase. In summary, musculoskeletal modelling simulation can be a computational tool to map and detect the differences between normal and asymmetrical gaits.
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Abbreviations
- SKG:
-
Stiff knee gait
- VL:
-
Vastus lateralis
- VI:
-
Vastus intermedius
- VM:
-
Vastus medialis
- RF:
-
Rectus femoris
- sEMG:
-
Surface electromyography
- ACL:
-
Anterior cruciate ligament
- CMC:
-
Computed muscle control
- BFSH:
-
Short head of biceps femoris
- BFLH:
-
Long head of biceps femoris
- ANOVA:
-
Analysis of variance
References
Lewek MD, Osborn AJ, Wutzke CJ (2012) The influence of mechanically and physiologically imposed stiff-knee gait patterns on the energy cost of walking. Arch Phys Med Rehab 93(1):123–128. https://doi.org/10.1016/j.apmr.2011.08.019
Hutin E, Pradon D, Barbier F, Bussel B, Gracies J, Roche N (2012) Walking velocity and lower limb coordination in hemiparesis. Gait Posture 36(2):205–211. https://doi.org/10.1016/j.gaitpost.2012.02.016
Lauzière S, Betschart M, Aissaoui R, Nadeau S (2014) Understanding spatial and temporal gait asymmetries in individuals post stroke. Int J Phys Med Rehabil 2(3):201. https://doi.org/10.4172/2329-9096.1000201
Goldberg SR, Anderson FC, Pandy MG, Delp SL (2004) Muscles that influence knee flexion velocity in double support: implications for stiff-knee gait. J Biomech 37(8):1189–1196. https://doi.org/10.1016/j.jbiomech.2003.12.005
Perttunen JR, Anttila E, Södergård J, Merikanto J, Komi PV (2004) Gait asymmetry in patients with limb length discrepancy. Scand J Med Sci Spor 14(1):49–56. https://doi.org/10.1111/j.1600-0838.2003.00307.x
Richards C, Higginson JS (2010) Knee contact force in subjects with symmetrical OA grades: differences between OA severities. J Biomech 43(13):2595–2600. https://doi.org/10.1016/j.jbiomech.2010.05.006
Ogaya S, Kubota R, Chujo Y, Hirooka E, Ito K, Kwang-ho K, Hase K (2018) Potential of muscles to accelerate the body during late-stance forward progression in individuals with knee osteoarthritis. Hum Movement Sci 61:109–116. https://doi.org/10.1016/j.humov.2018.07.012
Hart HF, Collins NJ, Ackland DC, Cowan SM, Hunt MA, Crossley KM (2016) Immediate effects of a brace on gait biomechanics for predominant lateral knee osteoarthritis and valgus malalignment after anterior cruciate ligament reconstruction. Am J Sport Med 44(4):865–873. https://doi.org/10.1177/0363546515624677
Perry J (1992) Gait analysis: normal and pathological function. West Deptford Township, NJ, SLACK
Delp SL, Anderson FC, Arnold AS, Loan P, Habib A, John CT, Guendelman E, Thelen DG (2007) OpenSim: open-source software to create and analyze dynamic simulations of movement. IEEE Trans Biomed Eng 54(11):1940–1950. https://doi.org/10.1109/TBME.2007.901024
Lee L, Umberger BR (2016) Generating optimal control simulations of musculoskeletal movement using OpenSim and MATLAB. PeerJ 4:e1638. https://doi.org/10.7717/peerj.1638
Goldberg SR, Õunpuu S, Delp SL (2003) The importance of swing-phase initial conditions in stiff-knee gait. J Biomech 36(8):1111–1116. https://doi.org/10.1016/s0021-9290(03)00106-4
Higginson J, Zajac F, Neptune R, Kautz S, Delp SL (2006) Muscle contributions to support during gait in an individual with post-stroke hemiparesis. J Biomech 39(10):1769–1777. https://doi.org/10.1016/j.jbiomech.2005.05.032
Hall AL, Peterson CL, Kautz SA, Neptune RR (2011) Relationships between muscle contributions to walking subtasks and functional walking status in persons with post-stroke hemiparesis. Clinical biomechanics (Bristol, Avon) 26(5):509–515. https://doi.org/10.1016/j.clinbiomech.2010.12.010
Akbas T, Neptune RR, Sulzer J (2019) Neuromusculoskeletal simulation reveals abnormal rectus femoris-gluteus medius coupling in post-stroke gait. Front Neurol 10:301–310. https://doi.org/10.3389/fneur.2019.00301
Oh J, Eltoukhy M, Kuenze C, Andersen MS, Signorile JF (2020) Comparison of predicted kinetic variables between Parkinson’s disease patients and healthy age-matched control using a depth sensor-driven full-body musculoskeletal model. Gait Posture 76:151–156. https://doi.org/10.1016/j.gaitpost.2019.11.011
Olney SJ, Richards C (1996) Hemiparetic gait following stroke. Part I: Characteristics. Gait Posture 4(2):136–148. https://doi.org/10.1016/0966-6362(96)01063-6
Androwis GJ, Pilkar R, Ramanujam A, Nolan KJ (2018) Electromyography assessment during gait in a robotic exoskeleton for acute stroke. Front Neurol 9. https://doi.org/10.3389/fneur.2018.00630
Steele KM, Seth A, Hicks JL, Schwartz MS, Delp SL (2010) Muscle contributions to support and progression during single-limb stance in crouch gait. J Biomech 43(11):2099–2105. https://doi.org/10.1016/j.jbiomech.2010.04.003
Bojanic DM, Petrovacki-Balj BD, Jorgovanovic ND, Ilic VR (2011) Quantification of dynamic EMG patterns during gait in children with cerebral palsy. J Neurosci Methods 198(2):325–331. https://doi.org/10.1016/j.jneumeth.2011.04.030
Adouni M, Shirazi-Adl A (2013) Evaluation of knee joint muscle forces and tissue stresses-strains during gait in severe OA versus normal subjects. J Orthop Res 32(1):69–78. https://doi.org/10.1002/jor.22472
Delafontaine A, Fourcade P, Honeine JL, Ditcharles S, Yiou E (2018) Postural adaptations to unilateral knee joint hypomobility induced by orthosis wear during gait initiation. Sci Rep 8(1):830. https://doi.org/10.1038/s41598-018-19151-1
Delafontaine A, Honeine JL, Do MC, Gagey O, Chong RK (2015) Comparative gait initiation kinematics between simulated unilateral and bilateral ankle hypomobility: does bilateral constraint improve speed performance? Neurosci Lett 603:55–59. https://doi.org/10.1016/j.neulet.2015.07.016
C-Motion (2011) Marker set guidelines. https://www.c-motion.com/v3dwiki/index.php?title=Marker_Set_Guidelines. Accessed 19 July 2020.
Stanhope SJ, Kepple TM, McGuire DA, Roman NL (1990) Kinematic-based technique for event time determination during gait. Med Biol Eng Comput 28(4):355–360. https://doi.org/10.1007/BF02446154
OpenSim (2012) Gait 2392 and 2354 models. https://simtk-confluence.stanford.edu/display/OpenSim/Gait+2392+and+2354+Models. Accessed 21 November 2020.
Delp S, Loan J, Hoy M, Zajac F, Topp E, Rosen J (1990) An interactive graphics-based model of the lower extremity to study orthopaedic surgical procedures. IEEE Trans Biomed Eng 37(8):757–767. https://doi.org/10.1109/10.102791
Thelen DG, Anderson FC (2006) Using computed muscle control to generate forward dynamic simulations of human walking from experimental data. J Biomech 39(6):1107–1115. https://doi.org/10.1016/j.jbiomech.2005.02.010
Thelen DG, Anderson FC, Delp SL (2003) Generating dynamic simulations of movement using computed muscle control. J Biomech 36(3):321–328. https://doi.org/10.1016/s0021-9290(02)00432-3
C-Motion (2011) Visual3D to OpenSim Demo. https://www.c-motion.com/v3dwiki/index.php?title=Visual3D_to_OpenSim_Demo. Accessed 10 May 2020.
Hicks J (2018) Tutorial 1 - Intro to musculoskeletal modeling, https://simtk-confluence.stanford.edu:8443/display/OpenSim/Tutorial+1+-+Intro+to+Musculoskeletal+Modeling. Accessed 10 May 2020.
Trinler U, Schwameder H, Baker R, Alexander N (2019) Muscle force estimation in clinical gait analysis using AnyBody and OpenSim. J Biomech 86:55–63. https://doi.org/10.1016/j.jbiomech.2019.01.045
Anang N, Jailani R, Tahir NM, Manaf H, Mustafah N (2016) Analysis of kinematic gait parameters in stroke with diabetic peripheral neuropathy (DPN). 2016 IEEE Conference on Systems, Process and Control (ICSPC), Bandar Hilir, 136-141, https://doi.org/10.1109/SPC.2016.7920718.
Seo JP, Do KH, Jung GS, Seo SW, Kim K, Son SM, Kim YK, Jang SH (2014) The difference of gait pattern according to the state of the corticospinal tract in chronic hemiparetic stroke patients. NeuroRehabilitation. 34(2):259–266. https://doi.org/10.3233/NRE-131046
Akbas T, Prajapati S, Ziemnicki D, Tamma P, Gross S, Sulzer J (2019) Hip circumduction is not a compensation for reduced knee flexion angle during gait. J Biomech 18(87):150–156. https://doi.org/10.1016/j.jbiomech.2019.02.026
Mazzoli D, Giannotti E, Manca M, Longhi M, Prati P, Cosma M, Ferraresi G, Morelli M, Zerbinati P, Masiero S, Merlo A (2018) Electromyographic activity of the vastus intermedius muscle in patients with stiff-knee gait after stroke. A retrospective observational study. Gait Posture 60:273–278. https://doi.org/10.1016/j.gaitpost.2017.07.002
Apti A, Akalan NE, Kuchimov S, Özdinçler AR, Temelli Y, Nene A (2016) Plantar flexor muscle weakness may cause stiff-knee gait. Gait Posture. 46:201–207. https://doi.org/10.1016/j.gaitpost.2016.03.010
Reinbolt JA, Fox MD, Arnold AS, Ounpuu S, Delp SL (2008) Importance of preswing rectus femoris activity in stiff-knee gait. J Biomech. 41(11):2362–2369. https://doi.org/10.1016/j.jbiomech.2008.05.030
Brandsson S, Faxén E, Kartus J, Eriksson BI, Karlsson J (2001) Is a knee brace advantageous after anterior cruciate ligament surgery? A prospective, randomised study with a two-year follow-up. Scand J Med Sci Sports. 11(2):110–114. https://doi.org/10.1034/j.1600-0838.2001.011002110.x
Iijima H, Inoue M, Suzuki Y, Shimoura K, Aoyama T, Madoba K, Takahashi M (2020) Contralateral limb effect on gait asymmetry and ipsilateral pain in a patient with knee osteoarthritis: a proof-of-concept case report. JBJS Case Connect 10(1):e0418. https://doi.org/10.2106/JBJS.CC.19.00418
Delafontaine A, Gagey O, Colnaghi S, Do MC, Honeine JL (2017) Rigid ankle foot orthosis deteriorates mediolateral balance control and vertical braking during gait initiation. Front Hum Neurosci 11:214. https://doi.org/10.3389/fnhum.2017.00214
Bordes P, Laboute E, Bertolotti A, Dalmay JF, Puig P, Trouve P, Verhaegue E, Joseph PA, Dehail P, de Seze M (2017) No beneficial effect of bracing after anterior cruciate ligament reconstruction in a cohort of 969 athletes followed in rehabilitation. Ann Phys Rehabil Med. 60(4):230–236. https://doi.org/10.1016/j.rehab.2017.02.001
Ramstrand N, Gjøvaag T, Starholm IM, Rusaw DF (2019) Effects of knee orthoses on kinesthetic awareness and balance in healthy individuals. J Rehabil Assist Technol Eng. 6:205566831985253. https://doi.org/10.1177/2055668319852537
Kernozek T, Torry M, Shelburne K, Durall DJ, Willson J (2013) From the gait laboratory to the rehabilitation clinic: translation of motion analysis and modeling data to interventions that impact anterior cruciate ligament loads in gait and drop landing. Crit Rev Biomed Eng 41(3):243–258. https://doi.org/10.1615/critrevbiomedeng.2014010676
Escamilla RF, Macleod TD, Wilk KE, Paulos L, Andrews RJ (2012) ACL strain and tensile forces for weight bearing and non-weight-bearing exercises after acl reconstruction: a guide to exercise selection. J Orthop Sport Phys 42(3):208–220. https://doi.org/10.2519/jospt.2012.3768
Webster JB, Darter BJ (2019) Principles of normal and pathologic gait. In Atlas of orthoses and assistive devices (5th ed., pp. 49-62.e1). Retrieved from https://doi.org/10.1016/C2014-0-04193-7
Stanhope VA, Knarr BA, Reisman DS, Higginson JS (2014) Frontal plane compensatory strategies associated with self-selected walking speed in individuals post-stroke. Clin Biomech (Bristol, Avon). 29(5):518–522. https://doi.org/10.1016/j.clinbiomech.2014.03.013
Kerrigan DC, Frates EP, Rogan S, Riley PO (2000) Hip hiking and circumduction: quantitative definitions. Am J Phys Med Rehabil. 79(3):247–252. https://doi.org/10.1097/00002060-200005000-00006
Kuriki HU, De Azevedo FM, Takahashi LS, Mello EM, De Faria Negrão Filho R, Alves N (2012) The relationship between electromyography and muscle force. In M. Schwartz (Ed.), EMG methods for evaluating muscle and nerve function (pp. 32-54), Retrieved from https://www.intechopen.com/books/emg-methods-for-evaluating-muscle-and-nerve-function/the-relationship-between-electromyography-and-muscle-force
Schmitz A, Norberg J (2019) Calculation of muscle activity during race walking. The Journal of Open Engineering. https://doi.org/10.21428/9d720e7a.62c465f4
Lin YC, Dorn TW, Schache AG, Pandy MG (2012) Comparison of different methods for estimating muscle forces in human movement. Proc Inst Mech Eng H. 226(2):103–112. https://doi.org/10.1177/0954411911429401
Liu MQ, Anderson FC, Schwartz MH, Delp SL (2008) Muscle contributions to support and progression over a range of walking speeds. J Biomech 41(15):3243–3252. https://doi.org/10.1016/j.jbiomech.2008.07.031
Hamner SR, Seth A, Delp SL (2010) Muscle contributions to propulsion and support during running. J Biomech. 43(14):2709–2716. https://doi.org/10.1016/j.jbiomech.2010.06.025
Hamner SR, Delp SL (2013) Muscle contributions to fore-aft and vertical body mass center accelerations over a range of running speeds. J Biomech. 46(4):780–787. https://doi.org/10.1016/j.jbiomech.2012.11.024
Funding
This research is supported by the Ministry of Higher Education, Malaysia (Project Ref. No. FRGS/1/2016/TK03/MUSM/02/1).
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YYT (first author) and DG conceived and designed the experiment. YYT (first author), DG and AAG conducted experiments. CYZ provided support throughout the experiment. YYT and DG analysed data. YYT and DG wrote the manuscript. AAG and CYZ provided additional ideas and feedback during the writing of the manuscript. All authors read and edited the manuscript. DG, AAG and CYZ approved the final version of manuscript for submission and publication.
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Yap, Y., Gouwanda, D., Gopalai, A.A. et al. The effect of asymmetrical gait induced by unilateral knee brace on the knee flexor and extensor muscles. Med Biol Eng Comput 59, 711–720 (2021). https://doi.org/10.1007/s11517-021-02337-7
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DOI: https://doi.org/10.1007/s11517-021-02337-7