Skip to main content
Log in

Sex differences in ACL loading and strain during typical athletic movements: a musculoskeletal simulation analysis

  • Original Article
  • Published:
European Journal of Applied Physiology Aims and scope Submit manuscript

Abstract

Purpose

Female athletes experience anterior cruciate ligament (ACL) injuries at a much greater rate than males, yet the mechanisms responsible for this are not well-understood. The current investigation aimed using a musculoskeletal simulation-based approach, to examine sex differences in ACL loading parameters during cut and hop movements.

Methods

Fifteen male and fifteen female participants completed 45° cut and maximal one legged hop movements. Three-dimensional motion capture and ground reaction force data during the stance phase of the cut movement and landing phase of the one legged hop were obtained. Lower extremity muscle forces, ACL forces and ACL strains were extracted via a simulation-based approach using a musculoskeletal model, with an ACL insertion into the femur and tibia.

Results

During the hop movement, females were associated with significantly greater peak ACL forces (male = 15.01 N/kg and female = 15.70 N/kg) and strains (male = 6.87% and female = 10.74%). In addition, for both the cut (male = 4.45 and female = 1.45) and hop (male = 2.04 and female = 1.46) movements, the soleus/gastrocnemius ratio was significantly larger in males.

Conclusions

The current investigation provides new information regarding sex differences during athletic movements that provide further insight regarding the increased incidence of ACL injuries in females.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Adouni M, Shirazi-Adl A, Marouane H (2016) Role of gastrocnemius activation in knee joint biomechanics: gastrocnemius acts as an ACL antagonist. Comput Methods Biomech Biomed Eng 19:376–385

    Article  CAS  Google Scholar 

  • Ajuied A, Wong F, Smith C, Norris M, Earnshaw P, Back D, Davies A (2014) Anterior cruciate ligament injury and radiologic progression of knee osteoarthritis: a systematic review and meta-analysis. Am J Sports Med 42:2242–2252

    Article  PubMed  Google Scholar 

  • Arendt EA, Agel J, Dick R (1999) Anterior cruciate ligament injury patterns among collegiate men and women. J Athl Train 34:86–92

    CAS  PubMed  PubMed Central  Google Scholar 

  • Baratta R, Solomonow M, Zhou BH, Letson D, Chuinard R, D’Ambrosia R (1988) Muscle coactivation: the role of the antagonist musculature in maintaining knee stability. Am J Sports Med 16:113–122

    Article  CAS  PubMed  Google Scholar 

  • Barker LA, Harry JR, Mercer JA (2018) Relationships between countermovement jump ground reaction forces and jump height, reactive strength index, and jump time. J Strength Cond Res 32:248–254

    Article  PubMed  Google Scholar 

  • Benoit DL, Ramsey DK, Lamontagne M, Xu L, Wretenberg P, Renström P (2005) 22.4 Effect of skin movement artifact on knee kinematics during gait and cutting motions measured in-vivo. Gait Posture 24:152–164

    Article  PubMed  Google Scholar 

  • Boden BP, Torg JS, Knowles SB, Hewett TE (2009) Video analysis of anterior cruciate ligament injury: abnormalities in hip and ankle kinematics. Am J Sports Med 37:252–259

    Article  PubMed  Google Scholar 

  • Boden BP, Sheehan FT, Torg JS, Hewett TE (2010) Non-contact ACL injuries: mechanisms and risk factors. J Am Acad Orthop Surg 18:520–527

    Article  PubMed  PubMed Central  Google Scholar 

  • Caraffa A, Cerulli G, Projetti M, Aisa G, Rizzo A (1996) Prevention of anterior cruciate ligament injuries in soccer. Knee Surg Sports Traumatol Arthrosc 4:19–21

    Article  CAS  PubMed  Google Scholar 

  • Chappell JD, Yu B, Kirkendall DT, Garrett WE (2002) A comparison of knee kinetics between male and female recreational athletes in stop-jump tasks. Am J Sports Med 30:261–267

    Article  PubMed  Google Scholar 

  • Dai B, Mao D, Garrett WE, Yu B (2014) Anterior cruciate ligament injuries in soccer: loading mechanisms, risk factors, and prevention programs. J Sport Health Sci 3:299–306

    Article  Google Scholar 

  • Dargel J, Gotter M, Mader K, Pennig D, Koebke J, Schmidt-Wiethoff R (2007) Biomechanics of the anterior cruciate ligament and implications for surgical reconstruction. Strateg Trauma Limb Reconstr 2:1–12

    Article  CAS  Google Scholar 

  • Decker MJ, Torry MR, Wyland DJ, Sterett WI, Steadman JR (2003) Gender differences in lower extremity kinematics, kinetics and energy absorption during landing. Clin Biomech 18:662–669

    Article  Google Scholar 

  • Delp SL, Anderson FC, Arnold AS, Loan P, Habib A, John CT, Thelen DG (2007) OpenSim: open-source software to create and analyze dynamic simulations of movement. IEEE Trans Biomed Eng 54:1940–1950

    Article  PubMed  Google Scholar 

  • Di Stasi S, Myer GD, Hewett TE (2013) Neuromuscular training to target deficits associated with second anterior cruciate ligament injury. J Orthop Sports Phys Ther 43:777–792

    Article  PubMed  PubMed Central  Google Scholar 

  • Draganich LF, Vahey JW (1990) An in vitro study of anterior cruciate ligament strain induced by quadriceps and hamstring forces. J Orthop Res 8:57–63

    Article  CAS  PubMed  Google Scholar 

  • Dürselen L, Claes L, Kiefer H (1995) The influence of muscle forces and external loads on cruciate ligament strain. Am J Sports Med 23:129–136

    Article  PubMed  Google Scholar 

  • Ebben WP, Fauth ML, Petushek EJ, Garceau LR, Hsu BE, Lutsch BN, Feldmann CR (2010) Gender-based analysis of hamstring and quadriceps muscle activation during jump landings and cutting. J Strength Cond Res 24:408–415

    Article  PubMed  Google Scholar 

  • Ebstrup JF, Bojsen-Møller F (2000) Anterior cruciate ligament injury in indoor ball games. Scand J Med Sci Sports 10(2):114–116

    Article  CAS  PubMed  Google Scholar 

  • Ellison AE, Berg EE (1985) Embryology, anatomy, and function of the anterior cruciate ligament. Orthop Clin N Am 16:3–14

    CAS  Google Scholar 

  • Evans S, Shaginaw J, Bartolozzi A (2014) ACL reconstruction it’s all about timing. Int J Sports Phys Ther 9:268–273

    PubMed  PubMed Central  Google Scholar 

  • Finch C, Owen N, Price R (2001) Current injury or disability as a barrier to being more physically active. Med Sci Sports Exerc 33:778–782

    Article  CAS  PubMed  Google Scholar 

  • Fleming BC, Beynnon BD (2004) In vivo measurement of ligament/tendon strains and forces: a review. Ann Biomed Eng 32:318–328

    Article  PubMed  Google Scholar 

  • Ford KR. Myer GD, Hewett TE (2003) Valgus knee motion during landing in high school female and male basketball players. Med Sci Sports Exerc 35:1745–1750

    Article  PubMed  Google Scholar 

  • Gottlob CA, Baker CL, Pellissier JM, Colvin L (1999) Cost effectiveness of anterior cruciate ligament reconstruction in young adults. Clin Orthop Relat Res 367:272–282

    Article  Google Scholar 

  • Hewett TE, Stroupe AL, Nance TA, Noyes FR (1996) Plyometric training in female athletes: decreased impact forces and increased hamstring torques. Am J Sports Med 24:765–773

    Article  CAS  PubMed  Google Scholar 

  • Hewett TE, Lindenfeld TN, Riccobene JV, Noyes FR (1999) The effect of neuromuscular training on the incidence of knee injury in female athletes. A prospective study. Am J Sports Med 27:699–706

    Article  CAS  PubMed  Google Scholar 

  • Hewett TE, Myer GD, Ford KR, Heidt RS Jr, Colosimo AJ, McLean SG, Van den Bogert AJ, Paterno MV, Succop P (2005) Biomechanical measures of neuromuscular control and valgus loading of the knee predict anterior cruciate ligament injury risk in female athletes: a prospective study. Am J Sports Med 33:492–501

    Article  PubMed  Google Scholar 

  • Huston LJ, Wojtys EM (1996) Neuromuscular performance characteristics in elite female athletes. Am J Sports Med 24:427–436

    Article  CAS  PubMed  Google Scholar 

  • John R, Dhillon MS, Syam K, Prabhakar S, Behera P, Singh H (2016) Epidemiological profile of sports-related knee injuries in northern India: an observational study at a tertiary care centre. J Clin Orthop Trauma 7:207–211

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kaeding CC, Pedroza AD, Reinke EK, Huston LJ, Spindler KP (2015) Risk factors and predictors of subsequent ACL injury in either knee after ACL reconstruction: prospective analysis of 2488 primary ACL reconstructions from the MOON cohort. Am J Sports Med 43:1583–1590

    Article  PubMed  PubMed Central  Google Scholar 

  • Kar J, Quesada PM (2013) A musculoskeletal modeling approach for estimating anterior cruciate ligament strains and knee anterior–posterior shear forces in stop-jumps performed by young recreational female athletes. Ann Biomed Eng 41:338–348

    Article  PubMed  Google Scholar 

  • Kernozek TW, Torry MR, Van Hoof H, Cowley H, Tanner S (2005) Gender differences in frontal and sagittal plane biomechanics during drop landings. Med Sci Sports Exerc 37:1003–1012

    PubMed  Google Scholar 

  • Kiriyama S, Sato H, Takahira N (2009) Gender differences in rotation of the shank during single-legged drop landing and its relation to rotational muscle strength of the knee. Am J Sports Med 37:168–174

    Article  PubMed  Google Scholar 

  • Koga H, Nakamae A, Shima Y, Iwasa J, Myklebust G, Engebretsen L, 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 38:2218–2225

    Article  PubMed  Google Scholar 

  • Koga H, Bahr R, Myklebust G, Engebretsen L, Grund T, Krosshaug T (2011) Estimating anterior tibial translation from model-based image-matching of a noncontact anterior cruciate ligament injury in professional football: a case report. Clin J Sport Med 21:271–274

    Article  PubMed  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 35:359–367

    Article  PubMed  Google Scholar 

  • LaBella CR, Huxford MR, Grissom J, Kim KY, Peng J, Christoffel KK (2011) Effect of neuromuscular warm-up on injuries in female soccer and basketball athletes in urban public high schools: cluster randomized controlled trial. Arch Pediatr Adolesc Med 165:1033–1040

    Article  PubMed  Google Scholar 

  • Landry SC, McKean KA, Hubley-Kozey CL, Stanish WD, Deluzio KJ (2007) Neuromuscular and lower limb biomechanical differences exist between male and female elite adolescent soccer players during an unanticipated side-cut maneuver. Am J Sports Med 35:1888–1900

    Article  PubMed  Google Scholar 

  • Lephart SM, Ferris CM, Riemann BL, Myers JB, Fu FH (2002) Gender differences in strength and lower extremity kinematics during landing. Clin Orthop Relat Res 401:162–169

    Article  Google Scholar 

  • Lerner ZF, Board WJ, Browning RC (2016) Pediatric obesity and walking duration increase medial tibiofemoral compartment contact forces. J Orthop Res 34:97–105

    Article  PubMed  Google Scholar 

  • Li G, Rudy TW, Sakane M, Kanamori A, Ma CB, Woo SY (1999) The importance of quadriceps and hamstring muscle loading on knee kinematics and in-situ forces in the ACL. J Biomech 32:395–400

    Article  CAS  PubMed  Google Scholar 

  • Lin CF, Liu H, Gros MT, Weinhold P, Garrett WE, Yu B (2012) Biomechanical risk factors of non-contact ACL injuries: a stochastic biomechanical modeling study. J Sport Health Sci 1:36–42

    Article  Google Scholar 

  • Lund K, Hicks J (2013) Getting started with RRA. https://simtk-confluence.stanford.edu:8443/display/OpenSim/Getting+Started+with+RRA. Accessed 10 Oct 2018

  • Malinzak RA, Colby SM, Kirkendall DT, Yu B, Garrett WE (2001) A comparison of knee joint motion patterns between men and women in selected athletic tasks. Clin Biomech 16:438–445

    Article  CAS  Google Scholar 

  • Mandelbaum BR, Silvers HJ, Watanabe DS (2005) Effectiveness of a neuromuscular and proprioceptive training program in preventing anterior cruciate ligament injuries in female athletes: 2-year follow-up. Am J Sports Med 33:1003–1010

    Article  PubMed  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 13:930–935

    Article  CAS  PubMed  Google Scholar 

  • Markolf KL, O’Neil G, Jackson SR, McAllister DR (2004) Effects of applied quadriceps and hamstrings muscle loads on forces in the anterior and posterior cruciate ligaments. Am J Sports Med 32:1144–1149

    Article  PubMed  Google Scholar 

  • Mather RC, Koenig L, Kocher MS, Dall TM, Gallo P, Scott DJ (2013) Societal and economic impact of anterior cruciate ligament tears. J Bone Jt Surg 95:1751–1759

    Article  Google Scholar 

  • Mokhtarzadeh H, Yeow CH, Goh JCH, 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 46:1913–1920

    Article  PubMed  Google Scholar 

  • Myklebust G, Engebretsen L, Braekken IH (2003) Prevention of anterior cruciate ligament injuries in female team handball players: a prospective intervention study over 3 seasons. Clin J Sport Med 13:71–78

    Article  PubMed  Google Scholar 

  • Nagano Y, Ida H, Akai M, Fukubayashi T (2007) Gender differences in knee kinematics and muscle activity during single limb drop landings. Knee 14:218–223

    Article  PubMed  Google Scholar 

  • Øiestad BE, Engebretsen L, Storheim K, Risberg MA (2009) Knee osteoarthritis after anterior cruciate ligament injury a systematic review. Am J Sports Med 37:1434–1443

    Article  PubMed  Google Scholar 

  • Olsen OE, Myklebust G, Engebretsen L, Bahr R (2004) Injury mechanisms for anterior cruciate ligament injuries in team handball: a systematic video analysis. Am J Sports Med 32:1002–1012

    Article  PubMed  Google Scholar 

  • Quatman CE, Hewett TE (2009) The ACL injury controversy: is “valgus collapse” a sex-specific mechanism? Br J Sport Med 43:328–335

    Article  CAS  Google Scholar 

  • Ruan M, Zhang Q, Wu X (2017) Acute effects of static stretching of hamstring on performance and anterior cruciate ligament injury risk during stop-jump and cutting tasks in female athletes. J Strength Cond Res 31:1241–1250

    Article  PubMed  PubMed Central  Google Scholar 

  • Russell KA, Palmieri RM, Zinder SM, Ingersoll CD (2006) Sex differences in valgus knee angle during a single-leg drop jump. J Athl Train 41:166–171

    PubMed  PubMed Central  Google Scholar 

  • Schilaty ND, Bates NA, Nagelli CV, Krych AJ, Hewett TE (2018) Sex-based differences of medial collateral ligament and anterior cruciate ligament strains with cadaveric impact simulations. Orthop J Sports Med 6:2325967118765215

    PubMed  PubMed Central  Google Scholar 

  • Shelbourne K, Nitz P (1992) Accelerated rehabilitation after anterior cruciate ligament reconstruction. J Orthop Sports Phys Ther 15:256–264

    Article  CAS  PubMed  Google Scholar 

  • Shimokochi Y, Shultz SJ (2008) Mechanisms of noncontact anterior cruciate ligament injury. J Athl Train 43:396–408

    Article  PubMed  PubMed Central  Google Scholar 

  • Sinclair J, Greenhalgh A, Edmundson CJ, Brooks D, Hobbs SJ (2012) Gender differences in the kinetics and kinematics of distance running: implications for footwear design. Int J Sport Sci Eng 6:118–128

    Google Scholar 

  • Smith HC, Vacek P, Johnson RJ, Slauterbeck JR, Hashemi J, Shultz S, Beynnon BD (2012) Risk factors for anterior cruciate ligament injury: a review of the literature—part 1: neuromuscular and anatomic risk. Sport Health 4:69–78

    Article  Google Scholar 

  • Solomonow M, Baratta R, Zhou BH, 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. Am J Sports Med 15:207–213

    Article  CAS  PubMed  Google Scholar 

  • Taylor K, Cutcliffe HC, Queen RM, Utturkar GM, Spritzer CE, Garrett WE, DeFrate LE (2013) In vivo measurement of ACL length and relative strain during walking. J Biomech 46:478–483

    Article  CAS  PubMed  Google Scholar 

  • Viskontas DG, Giuffre BM, Duggal N, Graham D, Parker D, Coolican M (2008) Bone bruises associated with ACL rupture: correlation with injury mechanism. Am J Sports Med 36:927–933

    Article  PubMed  Google Scholar 

  • Voskanian N (2013) ACL Injury prevention in female athletes: review of the literature and practical considerations in implementing an ACL prevention program. Curr Rev Musculoskelet Med 6:158–163

    Article  PubMed  PubMed Central  Google Scholar 

  • Warburton DE, Nicol CW, Bredin SS (2006) Health benefits of physical activity: the evidence. Can Med Assoc J 174:801–809

    Article  Google Scholar 

  • Wascher DC, Markolf KL, Shapiro MS, Finerman GA (1993) Direct in vitro measurement of forces in the cruciate ligaments. Part I: the effect of multiplane loading in the intact knee. J Bone Jt Surg Am 75:377–386

    Article  CAS  Google Scholar 

  • Yu B, Garrett WE (2007) Mechanisms of non-contact ACL injuries. Br J Sport Med 41:47–51

    Article  Google Scholar 

  • Zajac FE, Neptune RR, Kautz SA (2002) Biomechanics and muscle coordination of human walking: part I: introduction to concepts, power transfer, dynamics and simulations. Gait Posture 16:215–232

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

JS conceived and designed the study, collected the data, analysed the data, wrote and drafted the paper. DB conceived and designed the study, drafted the paper. PS collected the data, wrote and drafted the paper.

Corresponding author

Correspondence to Jonathan Sinclair.

Additional information

Communicated by Olivier Seynnes.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sinclair, J., Brooks, D. & Stainton, P. Sex differences in ACL loading and strain during typical athletic movements: a musculoskeletal simulation analysis. Eur J Appl Physiol 119, 713–721 (2019). https://doi.org/10.1007/s00421-018-04062-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00421-018-04062-w

Keywords

Navigation