A model-based approach to predict neuromuscular control patterns that minimize ACL forces during jump landing

References

• Alentorn-Geli E, Myer GD, Silvers HJ, Samitier G, Romero D, Lazaro-Haro C, Cugat R. 2009. Prevention of non-contact anterior cruciate ligament injuries in soccer players. Part 1: mechanisms of injury and underlying risk factors. Knee Surg Sports Traumatol Arthrosc. 17(7):705–729.
   PubMed Web of Science ®Google Scholar
• Bere T, Florenes TW, Krosshaug T, Koga H, Nordsletten L, Irving C, Muller E, Reid RC, Senner V, Bahr R. 2011. Mechanisms of anterior cruciate ligament injury in world cup alpine skiing: a systematic video analysis of 20 cases. Am J Sports Med. 39(7):1421–1429.
   PubMed Web of Science ®Google Scholar
• Blackburn J, Riemann BL, Padua DA, Guskiewicz KM. 2004. Sex comparison of extensibility, passive, and active stiffness of the knee flexors. Clin Biomech. 19(1):36–43.
   PubMed Web of Science ®Google Scholar
• Carlson VR, Sheehan FT, Boden BP. 2016. Video analysis of anterior cruciate ligament (ACL) Injuries: a systematic review. JBJS Rev. 4(11):1.
   Web of Science ®Google Scholar
• Chappell JD, Creighton RA, Giuliani C, Yu B, Garrett WE. 2007. Kinematics and electromyography of landing preparation in vertical stop-jump: risks for noncontact anterior cruciate ligament injury. Am J Sports Med. 35(2):235–241.
   PubMed Web of Science ®Google Scholar
• Chimera NJ, Swanik KA, Swanik CB, Straub SJ. 2004. Effects of plyometric training on muscle-activation strategies and performance in female athletes. J Athl Train. 39(1):24–31.
   PubMed Web of Science ®Google Scholar
• Donnelly C, Lloyd D, Elliott B, Reinbolt J. 2012. Optimizing whole-body kinematics to minimize valgus knee loading during sidestepping: implications for ACL injury risk. J Biomech. 45(8):1491–1497.
   PubMed Web of Science ®Google Scholar
• Eberle R, Heinrich D, Kaps P, Oberguggenberger M, Nachbauer W. 2017. Effect of ski boot rear stiffness (SBRS) on maximal ACL force during injury prone landing movements in alpine ski racing: a study with a musculoskeletal simulation model. J Sports Sci. 35(12):1125–1133.
   PubMed Web of Science ®Google Scholar
• Eberle R, Heinrich D, van den Bogert AJ, Oberguggenberger M, Nachbauer W. 2019. An approach to generate noncontact ACL-injury prone situations on a computer using kinematic data of non-injury situations and Monte Carlo simulation. Comput Methods Biomech Biomed Eng. 22(1):3–10.
   PubMed Web of Science ®Google Scholar
• Elias JJ, Faust AF, Chu YH, Chao EY, Cosgarea AJ. 2003. The soleus muscle acts as an agonist for the anterior cruciate ligament: an in vitro experimental study. Am J Sports Med. 31(2):241–246.
   PubMed Web of Science ®Google Scholar
• Erdemir A, McLean S, Herzog W, van den Bogert AJ. 2007. Model-based estimation of muscle forces exerted during movements. Clin Biomech. 22(2):131–154.
   PubMed Web of Science ®Google Scholar
• Gerritsen K G, Nachbauer W, Van Den Bogert A J. 1996. Computer simulation of landing movement in downhill skiing: anterior cruciate ligament injuries. J Biomech. 29(7):845–854.
   PubMed Web of Science ®Google Scholar
• Griffin LY, Agel J, Albohm MJ, Arendt EA, Dick RW, Garrett WE, Garrick JG, Hewett TE, Huston L, Ireland ML, et al. 2000. Noncontact anterior cruciate ligament injuries: risk factors and prevention strategies. J Am Acad Orthop Surg. 8(3):141–150.
   PubMedGoogle Scholar
• Griffin LY, Albohm MJ, Arendt EA, Bahr R, Beynnon BD, DeMaio M, Dick RW, Engebretsen L, Garrett WE, Hannafin JA, et al. 2006. Understanding and preventing noncontact anterior cruciate ligament injuries: a review of the Hunt Valley II meeting, January 2005. Am J Sports Med. 34(9):1512–1532.
   PubMed Web of Science ®Google Scholar
• He J, Levine WS, Loeb GE. 1991. Feedback gains for correcting small perturbations to standing posture. IEEE Trans Automat Contr. 36(3):322–332.
   Web of Science ®Google Scholar
• Heinrich D, van den Bogert AJ, Nachbauer W. 2014. Relationship between jump landing kinematics and peak ACL force during a jump in downhill skiing: a simulation study. Scand J Med Sci Sports. 24(3):e180–e187.
   PubMed Web of Science ®Google Scholar
• Heinrich D, van den Bogert AJ, Nachbauer W. 2018. Peak ACL force during jump landing in downhill skiing is less sensitive to landing height than landing position. Br J Sports Med. 52(17):1086–1090.
   PubMed Web of Science ®Google Scholar
• Herzog W, Read LJ. 1993. Lines of action and moment arms of the major force-carrying structures crossing the human knee joint. J Anat. 182:213–230.
   PubMed Web of Science ®Google Scholar
• Hewett TE, Ford KR, Hoogenboom BJ, Myer GD. 2010. Understanding and preventing ACL injuries: current biomechanical and epidemiologic considerations – update 2010. N Am J Sports Phys Ther. 5(4):234–251.
   PubMedGoogle Scholar
• Hewett TE, Zazulak BT, Myer GD, Ford KR. 2005. A review of electromyographic activation levels, timing differences, and increased anterior cruciate ligament injury incidence in female athletes. Br J Sports Med. 39(6):347–350.
   PubMed Web of Science ®Google Scholar
• Hurd WJ, Chmielewski TL, Snyder-Mackler L. 2006. Perturbation-enhanced neuromuscular training alters muscle activity in female athletes. Knee Surg Sports Traumatol Arthrosc. 14(1):60–69.
   PubMed Web of Science ®Google Scholar
• Kernozek TW, Ragan RJ. 2008. Estimation of anterior cruciate ligament tension from inverse dynamics data and electromyography in females during drop landing. Clin Biomech. 23(10):1279–1286.
   PubMed Web of Science ®Google Scholar
• Koga H, Nakamae A, Shima Y, Iwasa J, Myklebust G, Engebretsen L, Bahr R, Krosshaug T. 2010. Mechanisms for noncontact anterior cruciate ligament injuries: knee joint kinematics in 10 injury situations from female team handball and basketball. Am J Sports Med. 38(11):2218–2225.
   PubMed Web of Science ®Google Scholar
• Krosshaug T, Nakamae A, Boden BP, Engebretsen L, Smith G, Slauterbeck JR, Hewett TE, Bahr R. 2007. Mechanisms of anterior cruciate ligament injury in basketball: video analysis of 39 cases. Am J Sports Med. 35(3):359–367.
   PubMed Web of Science ®Google Scholar
• Laughlin WA, Weinhandl JT, Kernozek TW, Cobb SC, Keenan KG, O’Connor KM. 2011. The effects of single-leg landing technique on ACL loading. J Biomech. 44(10):1845–1851.
   PubMed Web of Science ®Google Scholar
• Letafatkar A, Rajabi R, Tekamejani EE, Minoonejad H. 2015. Effects of perturbation training on knee flexion angle and quadriceps to hamstring cocontraction of female athletes with quadriceps dominance deficit: pre–post intervention study. Knee. 22(3):230–236.
   PubMed Web of Science ®Google Scholar
• Lohmander LS, Englund PM, Dahl LL, Roos EM. 2007. The long-term consequence of anterior cruciate ligament and meniscus injuries: osteoarthritis. Am J Sports Med. 35(10):1756–1769.
   PubMed Web of Science ®Google Scholar
• Markolf K L, Gorek J F, Kabo J M, Shapiro M S. 1990. Direct measurement of resultant forces in the anterior cruciate ligament. An in vitro study performed with a new experimental technique. J Bone Joint Surg Am. 72(4):557–567.
   PubMed Web of Science ®Google Scholar
• Markolf KL, Burchfield DM, Shapiro MM, Shepard MF, Finerman GA, Slauterbeck JL. 1995. Combined knee loading states that generate high anterior cruciate ligament forces. J Orthop Res. 13(6):930–935.
   PubMed Web of Science ®Google Scholar
• Matsuda S, Miura H, Nagamine R, Urabe K, Ikenoue T, Okazaki K, Iwamoto Y. 1999. Posterior tibial slope in the normal and varus knee. Am J Knee Surg. 12(3):165–168.
   PubMedGoogle Scholar
• McLean SG, Borotikar B, Lucey SM. 2010. Lower limb muscle pre-motor time measures during a choice reaction task associate with knee abduction loads during dynamic single leg landings. Clin Biomech. 25(6):563–569.
   PubMed Web of Science ®Google Scholar
• McLean SG, Su A, van den Bogert AJ. 2003. Development and validation of a 3-D model to predict knee joint loading during dynamic movement. J Biomech Eng. 125(6):864–874.
   PubMed Web of Science ®Google Scholar
• Miller RH, Brandon SC, Deluzio KJ. 2013. Predicting sagittal plane biomechanics that minimize the axial knee joint contact force during walking. J Biomech Eng. 135(1):011007.
   PubMed Web of Science ®Google Scholar
• Miller RH, Esterson AY, Shim JK. 2015. Joint contact forces when minimizing the external knee adduction moment by gait modification: a computer simulation study. Knee. 22(6):481–489.
   PubMed Web of Science ®Google Scholar
• Mokhtarzadeh H, Yeow CH, Goh JCH, Oetomo D, Ewing K, Lee PVS. 2017. Antagonist muscle co-contraction during a double-leg landing maneuver at two heights. Comput Methods Biomech Biomed Eng. 20(13):1382–1312.
   PubMed Web of Science ®Google Scholar
• Mokhtarzadeh H, Yeow CH, Hong Goh JC, Oetomo D, Malekipour F, Lee PVS. 2013. Contributions of the soleus and gastrocnemius muscles to the anterior cruciate ligament loading during single-leg landing. J Biomech. 46(11):1913–1920.
   PubMed Web of Science ®Google Scholar
• Nachbauer W, Kaps P, Nigg B, Brunner F, Lutz A, Obkircher G, Mössner M. 1996. A video technique for obtaining 3-D coordinates in alpine skiing. J Appl Biomech. 12(1):104–115.
   Web of Science ®Google Scholar
• Nagano Y, Ida H, Akai M, Fukubayashi T. 2011. Effects of jump and balance training on knee kinematics and electromyography of female basketball athletes during a single limb drop landing: pre-post intervention study. Sports Med Arthrosc Rehabil Ther Technol. 3(1):14..
   PubMedGoogle Scholar
• Pandy MG, Andriacchi TP. 2010. Muscle and joint function in human locomotion. Annu Rev Biomed Eng. 12(1):401–433.
   PubMedGoogle Scholar
• Paterno MV, Rauh MJ, Schmitt LC, Ford KR, Hewett TE. 2014. Incidence of second ACL injuries 2 years after primary ACL reconstruction and return to sport. Am J Sports Med. 42(7):1567–1573.
   PubMed Web of Science ®Google Scholar
• Pflum MA, Shelburne KB, Torry MR, Decker MJ, Pandy MG. 2004. Model prediction of anterior cruciate ligament force during drop-landings. Med Sci Sports Exerc. 36(11):1949–1958.
   PubMed Web of Science ®Google Scholar
• Saunders N, McLean SG, Fox AS, Otago L. 2014. Neuromuscular dysfunction that may predict ACL injury risk: a case report. Knee. 21(3):789–792.
   PubMed Web of Science ®Google Scholar
• Schindelwig K, Reichl W, Kaps P, Mössner M, Nachbauer W. 2015. Safety assessment of jumps in ski racing: safety assessment of jumps in ski racing. Scand J Med Sci Sports. 25(6):797–805.
   PubMed Web of Science ®Google Scholar
• Shimokochi Y, Ambegaonkar JP, Meyer EG, Lee SY, Shultz SJ. 2013. Changing sagittal plane body position during single-leg landings influences the risk of non-contact anterior cruciate ligament injury. Knee Surg Sports Traumatol Arthrosc. 21(4):888–897.
   PubMed Web of Science ®Google Scholar
• Southard J, Kernozek T, Ragan R, Willson J. 2012. Comparison of estimated anterior cruciate ligament tension during a typical and flexed knee and hip drop landing using sagittal plane knee modeling. Int J Sports Med. 33(5):381–385.
   PubMed Web of Science ®Google Scholar
• Taylor K, Terry M, Utturkar G, Spritzer C, Queen R, Irribarra L, Garrett W, DeFrate L. 2011. Measurement of in vivo anterior cruciate ligament strain during dynamic jump landing. J Biomech. 44(3):365–371.
   PubMed Web of Science ®Google Scholar
• van den Bogert AJ, Blana D, Heinrich D. 2011. Implicit methods for efficient musculoskeletal simulation and optimal control. Procedia IUTAM. 2(2011):297–316.
   PubMedGoogle Scholar
• Wächter A, Biegler LT. 2006. On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming. Math Program. 106(1):25–57.
   Web of Science ®Google Scholar
• Weinhandl JT, Earl-Boehm JE, Ebersole KT, Huddleston WE, Armstrong BSR, O’Connor KM. 2014. Reduced hamstring strength increases anterior cruciate ligament loading during anticipated sidestep cutting. Clin Biomech. 29(7):752–759.
   PubMed Web of Science ®Google Scholar
• Winter DA. 2009. Biomechanics and motor control of human movement. Hoboken, New Jersey: John Wiley & Sons.
   Google Scholar
• Woo SLY, Hollis JM, Adams DJ, Lyon RM, Takai S. 1991. Tensile properties of the human femur-anterior cruciate ligament-tibia complex. The effects of specimen age and orientation. Am J Sports Med. 19(3):217–225.
   PubMed Web of Science ®Google Scholar
• Yu B, Garrett WE. 2007. Mechanisms of non-contact ACL injuries. Br J Sports Med. 41(Supplement 1):i47–i51.
   PubMed Web of Science ®Google Scholar