Prospective Frontal Plane Angles Used to Predict ACL Strain and Identify Those at High Risk for Sports-Related ACL Injury

Background: Knee abduction moment during landing has been associated with anterior cruciate ligament (ACL) injury. However, accurately capturing this measurement is expensive and technically rigorous. Less complex variables that lend themselves to easier clinical integration are desirable. Purpose: To corroborate in vitro cadaveric simulation and in vivo knee abduction angles from landing tasks to allow for estimation of ACL strain in live participants during a landing task. Study Design: Descriptive laboratory study. Methods: A total of 205 female high school athletes previously underwent prospective 3-dimensional motion analysis and subsequent injury tracking. Differences in knee abduction angle between those who went on to develop ACL injury and healthy controls were assessed using Student t tests and receiver operating characteristic analysis. A total of 11 cadaveric specimens underwent mechanical impact simulation while instrumented to record ACL strain and knee abduction angle. Pearson correlation coefficients were calculated between these variables. The resultant linear regression model was used to estimate ACL strain in the 205 high school athletes based on their knee abduction angles. Results: Knee abduction angle was greater for athletes who went on to develop injury than for healthy controls (P < .01). Knee abduction angle at initial contact predicted ACL injury status with 78% sensitivity and 83% specificity, with a threshold of 4.6° of knee abduction. ACL strain was significantly correlated with knee abduction angle during cadaveric simulation (P < .01). Subsequent estimates of peak ACL strain in the high school athletes were greater for those who went on to injury (7.7-8.1% ± 1.5%) than for healthy controls (4.1-4.5% ± 3.6%) (P < .01). Conclusion: Knee abduction angle exhibited comparable reliability with knee abduction moment for ACL injury risk identification. Cadaveric simulation data can be extrapolated to estimate in vivo ACL strain. Athletes who went on to ACL injury exhibited greater knee abduction and greater ACL strain than did healthy controls during landing. Clinical Relevance: These important associations between the in vivo and cadaveric environments allow clinicians to estimate peak ACL strain from observed knee abduction angles. Neuromuscular control of knee abduction angle during dynamic tasks is imperative for knee joint health. The present associations are an important step toward the establishment of a minimal clinically important difference value for ACL strain during landing.

[1]  Nathaniel A Bates,et al.  Filtration Selection and Data Consilience: Distinguishing Signal from Artefact with Mechanical Impact Simulator Data , 2020, Annals of Biomedical Engineering.

[2]  C. Spritzer,et al.  In vivo attachment site to attachment site length and strain of the ACL and its bundles during the full gait cycle measured by MRI and high-speed biplanar radiography. , 2020, Journal of biomechanics.

[3]  Nathaniel A. Bates,et al.  Variation in ACL and MCL Strain Before Initial Contact Is Dependent on Injury Risk Level During Simulated Landings , 2019, Orthopaedic journal of sports medicine.

[4]  Andrew J. Vickers,et al.  A simple, step-by-step guide to interpreting decision curve analysis , 2019, Diagnostic and Prognostic Research.

[5]  Nathaniel A Bates,et al.  Influence of relative injury risk profiles on anterior cruciate ligament and medial collateral ligament strain during simulated landing leading to a noncontact injury event. , 2019, Clinical biomechanics.

[6]  Nathaniel A Bates,et al.  Multiplanar Loading of the Knee and Its Influence on Anterior Cruciate Ligament and Medial Collateral Ligament Strain During Simulated Landings and Noncontact Tears , 2019, The American journal of sports medicine.

[7]  Nathaniel A. Bates,et al.  External loads associated with anterior cruciate ligament injuries increase the correlation between tibial slope and ligament strain during in vitro simulations of in vivo landings , 2019, Clinical biomechanics.

[8]  Timothy E. Hewett,et al.  Systematic Selection of Key Logistic Regression Variables for Risk Prediction Analyses: A Five-Factor Maximum Model , 2017, Clinical journal of sport medicine : official journal of the Canadian Academy of Sport Medicine.

[9]  T. Hewett,et al.  Meta‐analysis of meta‐analyses of anterior cruciate ligament injury reduction training programs , 2018, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[10]  Timothy E. Hewett,et al.  Validation of Noncontact Anterior Cruciate Ligament Tears Produced by a Mechanical Impact Simulator Against the Clinical Presentation of Injury , 2018, The American journal of sports medicine.

[11]  Nathaniel A. Bates,et al.  Sex-Based Differences of Medial Collateral Ligament and Anterior Cruciate Ligament Strains With Cadaveric Impact Simulations , 2018, Orthopaedic journal of sports medicine.

[12]  Nathaniel A. Bates,et al.  Sex-Based Differences in Knee Kinetics With Anterior Cruciate Ligament Strain on Cadaveric Impact Simulations , 2018, Orthopaedic journal of sports medicine.

[13]  T. Hewett,et al.  Mapping current research trends on anterior cruciate ligament injury risk against the existing evidence: In vivo biomechanical risk factors - A Letter to the Editor. , 2016, Clinical biomechanics.

[14]  Andrew J Vickers,et al.  The Brier score does not evaluate the clinical utility of diagnostic tests or prediction models , 2017, Diagnostic and Prognostic Research.

[15]  Nathaniel A. Bates,et al.  Novel mechanical impact simulator designed to generate clinically relevant anterior cruciate ligament ruptures , 2017, Clinical biomechanics.

[16]  Nathaniel A. Bates,et al.  Knee Abduction Affects Greater Magnitude of Change in ACL and MCL Strains Than Matched Internal Tibial Rotation In Vitro , 2017, Clinical orthopaedics and related research.

[17]  T. Hewett,et al.  Effectiveness of Neuromuscular Training Based on the Neuromuscular Risk Profile , 2017, The American journal of sports medicine.

[18]  Nathaniel A Bates,et al.  Robotic simulation of identical athletic-task kinematics on cadaveric limbs exhibits a lack of differences in knee mechanics between contralateral pairs. , 2017, Journal of biomechanics.

[19]  Nathaniel A. Bates,et al.  Preventive Biomechanics: A Paradigm Shift With a Translational Approach to Injury Prevention , 2017, The American journal of sports medicine.

[20]  T. Hewett,et al.  Utilization of ACL Injury Biomechanical and Neuromuscular Risk Profile Analysis to Determine the Effectiveness of Neuromuscular Training , 2016 .

[21]  Kate E. Webster,et al.  Exploring the High Reinjury Rate in Younger Patients Undergoing Anterior Cruciate Ligament Reconstruction , 2016, The American journal of sports medicine.

[22]  Nathaniel A. Bates,et al.  Sex-based differences in knee ligament biomechanics during robotically simulated athletic tasks. , 2016, Journal of biomechanics.

[23]  Timothy E Hewett,et al.  Strain Response of the Anterior Cruciate Ligament to Uniplanar and Multiplanar Loads During Simulated Landings , 2016, The American journal of sports medicine.

[24]  Lars Engebretsen,et al.  The Vertical Drop Jump Is a Poor Screening Test for ACL Injuries in Female Elite Soccer and Handball Players , 2016, The American journal of sports medicine.

[25]  Nathaniel A. Bates,et al.  Motion Analysis and the Anterior Cruciate Ligament: Classification of Injury Risk , 2015, The Journal of Knee Surgery.

[26]  Nathaniel A. Bates,et al.  Reliability of 3-Dimensional Measures of Single-Leg Cross Drop Landing Across 3 Different Institutions , 2015, Orthopaedic journal of sports medicine.

[27]  Nathaniel A Bates,et al.  Relative Strain in the Anterior Cruciate Ligament and Medial Collateral Ligament During Simulated Jump Landing and Sidestep Cutting Tasks , 2015, The American journal of sports medicine.

[28]  Chris Whatman,et al.  Biomechanics Associated with Patellofemoral Pain and ACL Injuries in Sports , 2015, Sports Medicine.

[29]  Nathaniel A. Bates,et al.  Reliability of 3-Dimensional Measures of Single-Leg Drop Landing Across 3 Institutions: Implications for Multicenter Research for Secondary ACL-Injury Prevention. , 2015, Journal of sport rehabilitation.

[30]  Gregory D. Myer,et al.  A Novel Methodology for the Simulation of Athletic Tasks on Cadaveric Knee Joints with Respect to In Vivo Kinematics , 2015, Annals of Biomedical Engineering.

[31]  Gregory D Myer,et al.  Specific exercise effects of preventive neuromuscular training intervention on anterior cruciate ligament injury risk reduction in young females: meta-analysis and subgroup analysis , 2014, British Journal of Sports Medicine.

[32]  T. Hewett,et al.  High knee abduction moments are common risk factors for patellofemoral pain (PFP) and anterior cruciate ligament (ACL) injury in girls: Is PFP itself a predictor for subsequent ACL injury? , 2014, British Journal of Sports Medicine.

[33]  Kate E. Webster,et al.  Younger Patients Are at Increased Risk for Graft Rupture and Contralateral Injury After Anterior Cruciate Ligament Reconstruction , 2014, The American journal of sports medicine.

[34]  Constantine K. Demetropoulos,et al.  Preferential Loading of the ACL Compared With the MCL During Landing , 2014, The American journal of sports medicine.

[35]  Carmen E. Quatman,et al.  Preferential Loading of the ACL Compared to the MCL during Landing: A Novel In Sim Approach Yields the Multi-Planar Mechanism of Dynamic Valgus during ACL Injury , 2013, Orthopaedic Journal of Sports Medicine.

[36]  Nathaniel A Bates,et al.  Impact differences in ground reaction force and center of mass between the first and second landing phases of a drop vertical jump and their implications for injury risk assessment. , 2013, Journal of biomechanics.

[37]  Nathaniel A Bates,et al.  Kinetic and kinematic differences between first and second landings of a drop vertical jump task: implications for injury risk assessments. , 2013, Clinical biomechanics.

[38]  T. Hewett,et al.  Effects of task-specific augmented feedback on deficit modification during performance of the tuck-jump exercise. , 2013, Journal of sport rehabilitation.

[39]  T. Hewett,et al.  Clinically Relevant Injury Patterns After an Anterior Cruciate Ligament Injury Provide Insight Into Injury Mechanisms , 2013, The American journal of sports medicine.

[40]  Christopher A. Dicesare,et al.  Augmented Feedback Supports Skill Transfer and Reduces High-Risk Injury Landing Mechanics , 2013, The American journal of sports medicine.

[41]  E. Alentorn-Geli,et al.  Prevention of anterior cruciate ligament injuries in sports—Part I: Systematic review of risk factors in male athletes , 2013, Knee Surgery, Sports Traumatology, Arthroscopy.

[42]  T. Hewett,et al.  Evaluation of the effectiveness of neuromuscular training to reduce anterior cruciate ligament injury in female athletes: a critical review of relative risk reduction and numbers-needed-to-treat analyses , 2012, British Journal of Sports Medicine.

[43]  Choongsoo S. Shin,et al.  Valgus plus internal rotation moments increase anterior cruciate ligament strain more than either alone. , 2011, Medicine and science in sports and exercise.

[44]  Javad Hashemi,et al.  Age, sex, body anthropometry, and ACL size predict the structural properties of the human anterior cruciate ligament , 2011, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[45]  T. Hewett,et al.  Three-Dimensional Motion Analysis Validation of a Clinic-Based Nomogram Designed to Identify High ACL Injury Risk in Female Athletes , 2011, The Physician and sportsmedicine.

[46]  T. Hewett,et al.  Biomechanical Measures during Landing and Postural Stability Predict Second Anterior Cruciate Ligament Injury after Anterior Cruciate Ligament Reconstruction and Return to Sport , 2010, The American journal of sports medicine.

[47]  Kevin R Ford,et al.  Development and Validation of a Clinic-Based Prediction Tool to Identify Female Athletes at High Risk for Anterior Cruciate Ligament Injury , 2010, The American journal of sports medicine.

[48]  T. Hewett,et al.  Longitudinal sex differences during landing in knee abduction in young athletes. , 2010, Medicine & Science in Sports & Exercise.

[49]  Frances T. Sheehan,et al.  Noncontact Anterior Cruciate Ligament Injuries: Mechanisms and Risk Factors , 2010, The Journal of the American Academy of Orthopaedic Surgeons.

[50]  T. Hewett,et al.  Clinical correlates to laboratory measures for use in non-contact anterior cruciate ligament injury risk prediction algorithm. , 2010, Clinical biomechanics.

[51]  T. Hewett,et al.  Biomechanics laboratory-based prediction algorithm to identify female athletes with high knee loads that increase risk of ACL injury , 2010, British Journal of Sports Medicine.

[52]  Carmen E. Quatman,et al.  Prediction and prevention of musculoskeletal injury: a paradigm shift in methodology , 2009, British Journal of Sports Medicine.

[53]  E. Alentorn-Geli,et al.  Prevention of non-contact anterior cruciate ligament injuries in soccer players. Part 1: Mechanisms of injury and underlying risk factors , 2009, Knee Surgery, Sports Traumatology, Arthroscopy.

[54]  J S Torg,et al.  Video analysis of trunk and knee motion during non-contact anterior cruciate ligament injury in female athletes: lateral trunk and knee abduction motion are combined components of the injury mechanism , 2009, British Journal of Sports Medicine.

[55]  A. Gollhofer,et al.  Gender and fatigue have influence on knee joint control strategies during landing. , 2009, Clinical biomechanics.

[56]  Javad Hashemi,et al.  The human anterior cruciate ligament: Sex differences in ultrastructure and correlation with biomechanical properties , 2008, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[57]  T. Hewett,et al.  Reliability of landing 3D motion analysis: implications for longitudinal analyses. , 2007, Medicine and science in sports and exercise.

[58]  T. Hewett,et al.  Differential neuromuscular training effects onACL injury risk factors in"high-risk" versus "low-risk" athletes , 2007, BMC musculoskeletal disorders.

[59]  T. Hewett,et al.  Mechanisms of Anterior Cruciate Ligament Injury in Basketball , 2007, The American journal of sports medicine.

[60]  Kevin R Ford,et al.  Anterior Cruciate Ligament Injuries in Female Athletes , 2006, The American journal of sports medicine.

[61]  T. Hewett,et al.  Anterior Cruciate Ligament Injuries in Female Athletes , 2006, The American journal of sports medicine.

[62]  Javad Hashemi,et al.  Sex-based differences in the tensile properties of the human anterior cruciate ligament. , 2006, Journal of biomechanics.

[63]  T. Hewett,et al.  Biomechanical Measures of Neuromuscular Control and Valgus Loading of the Knee Predict Anterior Cruciate Ligament Injury Risk in Female Athletes: A Prospective Study , 2005, The American journal of sports medicine.

[64]  Kevin R Ford,et al.  Valgus knee motion during landing in high school female and male basketball players. , 2003, Medicine and science in sports and exercise.

[65]  R J Johnson,et al.  The effect of weightbearing and external loading on anterior cruciate ligament strain. , 2001, Journal of biomechanics.

[66]  B. Boden,et al.  Mechanisms of anterior cruciate ligament injury. , 2000, Orthopedics.

[67]  S. Lyman,et al.  The effect of neuromuscular training on the incidence of knee injury in female athletes: a prospective study. , 2000, The American journal of sports medicine.

[68]  F. Noyes,et al.  The Effect of Neuromuscular Training on the Incidence of Knee Injury in Female Athletes , 1999, The American journal of sports medicine.

[69]  K. Markolf,et al.  Combined knee loading states that generate high anterior cruciate ligament forces , 1995, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[70]  R J Johnson,et al.  Determination of a zero strain reference for the anteromedial band of the anterior cruciate ligament , 1994, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[71]  L D Haugh,et al.  The measurement of elongation of anterior cruciate-ligament grafts in vivo. , 1994, The Journal of bone and joint surgery. American volume.

[72]  D L Butler,et al.  Location-dependent variations in the material properties of the anterior cruciate ligament. , 1992, Journal of biomechanics.

[73]  S. Woo,et al.  Tensile properties of the human femur-anterior cruciate ligament-tibia complex , 1991, The American journal of sports medicine.

[74]  R. N. Stauffer,et al.  Normative data of knee joint motion and ground reaction forces in adult level walking. , 1983, Journal of biomechanics.