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Searles S, Hood J, Wood M, Bello M, Smith J, Gillen Z. Sex-Based Comparisons of Hamstrings-to-Quadriceps Ratio Across the Velocity Spectrum. Sports Health 2025:19417381251316251. [PMID: 39953723 PMCID: PMC11830156 DOI: 10.1177/19417381251316251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2025] Open
Abstract
BACKGROUND Women are typically more prone to knee injuries than men, possibly due to poorer hamstrings-to-quadriceps ratio (HTQ), particularly during fast velocity movements. HYPOTHESIS Men would have greater HTQ across velocity than women. STUDY DESIGN Cross-sectional study. LEVEL OF EVIDENCE 2. METHODS Ultrasound images quantified quadriceps and hamstrings muscle cross-sectional area (CSA) in 27 study participants (14 women, age, 24 ± 4 years; 13 men, age, 25 ± 6 years). Peak torque (PT) was taken from maximal voluntary isometric contractions (MVICs) and isokinetic leg extension and flexion contractions from 60° to 300° s-1. Independent samples t-tests examined differences in CSA and HTQ from CSA. Mixed-factorial ANOVAs examined differences in PT and HTQ from PT. RESULTS Men had larger CSA and PT than women for leg extension and flexion across velocity (P < .01). There were no sex-based differences in the HTQ from CSA or PT across velocity (P ≥ .11). For both groups, leg extension PT decreased from MVIC to 300° s-1 (P ≤ .04). For women, leg flexion PT was the same from MVIC to 60° s-1 (P > .98), decreased from 60° to 180° s-1 (P < .01), and plateaued from 180° to 300° s-1 (P ≥ .07). For men, leg flexion PT decreased from MVIC to 300° s-1 (P ≤ .03). For both groups, HTQ increased from MVIC to 60° s-1 (P < .01), then plateaued from 60° to 300° s-1 (P > .98). CONCLUSION Both groups had similar patterns of response for leg extension PT and HTQ across velocity, with no sex-based differences for HTQ. Factors other than HTQ may account for the potential sex-based difference in knee injury risk. CLINICAL RELEVANCE Increased knee injury predisposition for women compared with men may be due to neuromuscular control or anatomy rather than HTQ.
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Affiliation(s)
| | - James Hood
- Naval Air Station Meridian, Meridian, Mississippi
| | - Morgan Wood
- Mississippi State University, Mississippi State, Mississippi
| | - Marissa Bello
- Middle Tennessee State University, Murfreesboro, Tennessee
| | - JohnEric Smith
- Mississippi State University, Mississippi State, Mississippi
| | - Zachary Gillen
- Mississippi State University, Mississippi State, Mississippi
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2
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Pruneski JA, Heyworth BE, Kocher MS, Tavabi N, Milewski MD, Kramer DE, Christino MA, Yen YM, Micheli LJ, Murray MM, Gilreath L, Kim A, Murray J, Kiapour AM. Prevalence and Predictors of Concomitant Meniscal and Ligamentous Injuries Associated With ACL Surgery: An Analysis of 20 Years of ACL Reconstruction at a Tertiary Care Children's Hospital. Am J Sports Med 2024; 52:77-86. [PMID: 38164668 DOI: 10.1177/03635465231205556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
BACKGROUND There is an increasing rate of procedures being performed for concomitant injuries during anterior cruciate ligament (ACL) surgery. Few studies have examined risk factors for these associated injuries in young patients. HYPOTHESIS There are patient-related factors predictive of concomitant knee pathology that differ between age-based cohorts. STUDY DESIGN Cross-sectional study; Level of evidence, 3. METHODS Natural language processing was used to extract clinical variables from available notes of patients undergoing ACL surgery between 2000 and 2020 at a single institution (5174 ACL surgeries; mean age, 17 ± 4 years; 53.1% female; accuracy, >98%). Patients were stratified to pediatric (5-13 years), adolescent (14-19 years), and young adult (20-35 years) cohorts. Logistic regression was used to determine predictors of concomitant injury to the menisci, medial collateral ligament (MCL), posterolateral corner (PLC), and posterior cruciate ligament (PCL). RESULTS Between 2000 and 2020, 54% of pediatric, 71% of adolescent, and 70% of adult patients had ≥1 concomitant soft tissue injury. In children and adolescents, increased age was consistently predictive of sustaining a concomitant injury (P < .02). Female children had increased odds of concomitant medial meniscal injury, while female adults had decreased odds (P≤ .046). Adolescent and adult female patients had decreased odds of concomitant lateral meniscal injury (P≤ .027). Female children had increased odds of injury to the MCL (P = .015), whereas female children and adolescents had decreased odds of PCL injury (P≤ .044). Adolescents undergoing revision ACL surgery had increased odds of meniscal injury (P≤ .001) and decreased odds of concomitant MCL injury (P = .028). Increased body mass index (BMI) was associated with increased odds of concomitant medial meniscal injury in all cohorts (P≤ .041), lateral meniscal injury in adults (P = .045), and PLC injury in children (P = .016). Contact injuries were associated with increased odds of MCL injury in adolescents (P = .017) and PLC injury in adolescents and adults (P < .014). CONCLUSION These findings support the hypothesis, as there were multiple factors that significantly affected the risk of concomitant injuries that differed between cohorts. Increased age, BMI, and contact injury history were generally associated with increased odds of sustaining a concomitant injury, whereas female sex and revision ACL surgery had mixed effects. Further studies are essential to investigate the sex-based differences in risk for concomitant injuries and to develop tailored treatment plans that minimize the risk of secondary ACL injury.
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Affiliation(s)
- James A Pruneski
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Benton E Heyworth
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Mininder S Kocher
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Nazgol Tavabi
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Matthew D Milewski
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Dennis E Kramer
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Melissa A Christino
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Yi-Meng Yen
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Lyle J Micheli
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Martha M Murray
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Leah Gilreath
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Alexander Kim
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Joseph Murray
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ata M Kiapour
- Department of Orthopedic Surgery and Sports Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Investigation performed at Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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3
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Wille CM, Stiffler-Joachim MR, Kliethermes SA, Sanfilippo JL, Tanaka CS, Heiderscheit BC. Preseason Eccentric Strength Is Not Associated with Hamstring Strain Injury: A Prospective Study in Collegiate Athletes. Med Sci Sports Exerc 2022; 54:1271-1277. [PMID: 35420594 PMCID: PMC9288544 DOI: 10.1249/mss.0000000000002913] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
INTRODUCTION Established risk factors for hamstring strain injuries (HSI) include older age and prior HSI. However, these are nonmodifiable and have a limited role in injury prevention. Eccentric hamstring strength is a common component of HSI prevention programs, but its association with injury is less clear. PURPOSE This study aimed to determine if eccentric hamstring strength was prospectively associated with HSI among collegiate athletes, while controlling for sex, age, and prior HSI. We hypothesized that athletes with lower eccentric hamstring strength or greater between-limb strength asymmetry at preseason would have an increased risk of HSI. METHODS Hamstring eccentric strength measures, maximum total force ( FTotal ) and between-limb asymmetry in maximum force ( FAsym ), were measured at preseason on male and female athletes. HSIs were tracked over the subsequent 12 months. Generalized estimating equations were used to identify univariable and multivariable associations between athlete demographics, eccentric hamstring strength, and HSI risk. RESULTS Data for 326 athletes (85 female; 30 track, 43 basketball, 160 American football, 93 soccer) were included, and 64 HSIs were observed. Univariable associations between eccentric hamstring strength and subsequent HSI were nonsignificant ( FTotal : odds ratio [OR], 0.99 (95% confidence interval (CI), 0.93-1.05); P = 0.74; FAsym : OR, 1.35 (95% CI, 0.87-2.09); P = 0.23). No relationship between eccentric hamstring strength and HSI ( FAsym : OR, 1.32 (95% CI, 0.84-2.08); P = 0.23) was identified after adjusting for confounders including sex, age, and prior HSI. CONCLUSIONS No association between preseason eccentric hamstring strength and risk of subsequent HSI was identified after controlling for known risk factors and sex among collegiate athletes. Eccentric hamstring strengthening may continue to serve as a preventative approach to HSI, but it does not provide additional insight into HSI risk beyond factors such as age and prior HSI.
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Affiliation(s)
- Christa M. Wille
- Department of Orthopedics and Rehabilitation, University of Wisconsin-Madison, Madison, WI
- Badger Athletic Performance Program, University of Wisconsin-Madison, Madison, WI
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI
| | - Mikel R. Stiffler-Joachim
- Department of Orthopedics and Rehabilitation, University of Wisconsin-Madison, Madison, WI
- Badger Athletic Performance Program, University of Wisconsin-Madison, Madison, WI
| | - Stephanie A. Kliethermes
- Department of Orthopedics and Rehabilitation, University of Wisconsin-Madison, Madison, WI
- Badger Athletic Performance Program, University of Wisconsin-Madison, Madison, WI
| | | | - Claire S. Tanaka
- Department of Orthopedics and Rehabilitation, University of Wisconsin-Madison, Madison, WI
- Badger Athletic Performance Program, University of Wisconsin-Madison, Madison, WI
| | - Bryan C. Heiderscheit
- Department of Orthopedics and Rehabilitation, University of Wisconsin-Madison, Madison, WI
- Badger Athletic Performance Program, University of Wisconsin-Madison, Madison, WI
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI
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4
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Nasseri A, Lloyd DG, Minahan C, Sayer TA, Paterson K, Vertullo CJ, Bryant AL, Saxby DJ. Effects of Pubertal Maturation on ACL Forces During a Landing Task in Females. Am J Sports Med 2021; 49:3322-3334. [PMID: 34494904 DOI: 10.1177/03635465211038332] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Rates of anterior cruciate ligament (ACL) rupture in young people have increased by >70% over the past two decades. Adolescent and young adult females are at higher risk of ACL injury as compared with their prepubertal counterparts. PURPOSE To determine ACL loading during a standardized drop-land-lateral jump in females at different stages of pubertal maturation. STUDY DESIGN Controlled laboratory study. METHODS On the basis of the Tanner classification system, 19 pre-, 19 early-/mid-, and 24 late-/postpubertal females performed a standardized drop-land-lateral jump while 3-dimensional body motion, ground-reaction forces, and surface electromyography data were acquired. These data were used to model external biomechanics, lower limb muscle forces, and knee contact forces, which were subsequently used in a validated computational model to estimate ACL loading. Statistical parametric mapping analysis of variance was used to compare ACL force and its causal contributors among the 3 pubertal maturation groups during stance phase of the task. RESULTS When compared with pre- and early-/midpubertal females, late-/postpubertal females had significantly higher ACL force with mean differences of 471 and 356 N during the first 30% and 48% to 85% of stance, and 343 and 274 N during the first 24% and 59% to 81% of stance, respectively, which overlapped peaks in ACL force. At the point of peak ACL force, contributions from sagittal and transverse plane loading mechanisms to ACL force were higher in late-/postpubertal compared with pre- and early-/midpubertal groups (medium effect sizes from 0.44 to 0.77). No differences were found between pre- and early-/midpubertal groups in ACL force or its contributors. CONCLUSION The highest ACL forces were observed in late-/postpubertal females, consistent with recently reported rises of ACL injury rates in females aged 15 to 19 years. It is important to quantify ACL force and its contributors during dynamic tasks to advance our understanding of the loading mechanism and thereby provide guidance to injury prevention. CLINICAL RELEVANCE Growth of ACL volume plateaus around 10 years of age, before pubertal maturation, meaning that a late-/postpubertal female could have an ACL of similar size to their less mature counterparts. However, late-/postpubertal females have higher body mass requiring higher muscle forces to accelerate the body during dynamic tasks, which may increase ACL loading. Thus, if greater forces develop in these females, in part because of their increased body mass, these higher forces will be applied to an ACL that is not proportionally larger. This may partially explain the higher rates of ACL injury in late-/postpubertal females.
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Affiliation(s)
- Azadeh Nasseri
- School of Health Sciences and Social Work, Griffith University, Gold Coast, Australia.,Griffith Centre of Biomedical and Rehabilitation Engineering, Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
| | - David G Lloyd
- School of Health Sciences and Social Work, Griffith University, Gold Coast, Australia.,Griffith Centre of Biomedical and Rehabilitation Engineering, Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
| | - Clare Minahan
- School of Health Sciences and Social Work, Griffith University, Gold Coast, Australia
| | - Timothy A Sayer
- Centre for Exercise, Health and Sports Medicine, University of Melbourne, Melbourne, Australia
| | - Kade Paterson
- Centre for Exercise, Health and Sports Medicine, University of Melbourne, Melbourne, Australia
| | | | - Adam L Bryant
- Centre for Exercise, Health and Sports Medicine, University of Melbourne, Melbourne, Australia
| | - David J Saxby
- School of Health Sciences and Social Work, Griffith University, Gold Coast, Australia.,Griffith Centre of Biomedical and Rehabilitation Engineering, Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
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Schilaty ND, Martin RK, Ueno R, Rigamonti L, Bates NA. Mechanics of cadaveric anterior cruciate ligament reconstructions during simulated jump landing tasks: Lessons learned from a pilot investigation. Clin Biomech (Bristol, Avon) 2021; 86:105372. [PMID: 34052693 PMCID: PMC8278414 DOI: 10.1016/j.clinbiomech.2021.105372] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 04/23/2021] [Accepted: 04/28/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Around half of anterior cruciate ligament (ACL) injuries are treated through reconstruction, but the literature lacks mechanical investigation of reconstructions in a dynamic athletic task and rupture environment. The current objective was to ascertain the feasibility of investigating ACL reconstructions in a rupture environment during simulated landing tasks in a validated mechanical impact simulator. METHODS Four cadaveric lower extremities were subjected to simulated landing in a mechanical impact simulator. External joint loads that mimicked magnitudes recorded from an in vivo population were applied to each joint in a stepwise manner. Simulations were repeated until ACL failure was achieved. Repeated measures design was used to test each specimen in the native ACL and hamstrings, quadriceps, and patellar tendon reconstructed states. FINDINGS ACL injuries were generated in 100% of specimens. Graft substance damage occurred in 58% of ACLRs, and in 75% of bone tendon bone grafts. Bone tendon bone and quadriceps grafts survived greater simulated loading than hamstrings grafts, but smaller simulated loading than the native ACL. Median peak strain prior to failure was 20.3% (11.6, 24.5) for the native ACL and 17.4% (9.5, 23.3) across all graft types. INTERPRETATION The simulator was a viable construct for mechanical examination of ACLR grafts in rupture environments. Post-surgery, ACL reconstruction complexes are weaker than the native ACL when subjected to equivalent loading. Bone tendon bone grafts most closely resembled the native ligament and provided the most consistently relevant rupture results. This model advocated reconstruction graft capacity to sustain forces generated from immediate gait and weightbearing during rehabilitation from an ACL injury.
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Affiliation(s)
- Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, MN, USA; Sports Medicine Center, Mayo Clinic, Rochester, MN, USA; Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN, USA
| | - R Kyle Martin
- Department of Orthopedic Surgery, University of Minnesota, Minneapolis, MN, USA; Department of Orthopedic Surgery, CentraCare, Saint Cloud, MN, USA
| | - Ryo Ueno
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Luca Rigamonti
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, MN, USA; Sports Medicine Center, Mayo Clinic, Rochester, MN, USA.
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6
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Bates NA, Myer GD, Hale RF, Schilaty ND, Hewett TE. Prospective Frontal Plane Angles Used to Predict ACL Strain and Identify Those at High Risk for Sports-Related ACL Injury. Orthop J Sports Med 2020; 8:2325967120957646. [PMID: 33110927 PMCID: PMC7557696 DOI: 10.1177/2325967120957646] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 04/29/2020] [Indexed: 01/13/2023] Open
Abstract
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.
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Affiliation(s)
- Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Gregory D Myer
- The Sport Center, Division of Sports Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA.,Departments of Pediatrics and Orthopaedic Surgery, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA.,The Micheli Center for Sports Injury Prevention, Waltham, Massachusetts, USA
| | - Rena F Hale
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E Hewett
- Sparta Science, Menlo Park, California, USA.,The Rocky Mountain Consortium for Sports Research, Edwards, Colorado, USA
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7
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Schilaty ND, Bates NA, Kruisselbrink S, Krych AJ, Hewett TE. Linear Discriminant Analysis Successfully Predicts Knee Injury Outcome From Biomechanical Variables. Am J Sports Med 2020; 48:2447-2455. [PMID: 32693617 PMCID: PMC7566284 DOI: 10.1177/0363546520939946] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The most commonly damaged structures of the knee are the anterior cruciate ligament (ACL), medial collateral ligament (MCL), and menisci. Given that these injuries present as either isolated or concomitant, it follows that these events are driven by specific mechanics versus coincidence. This study was designed to investigate the multiplanar mechanisms and determine the important biomechanical and demographic factors that contribute to classification of the injury outcome. HYPOTHESIS Linear discriminant analysis (LDA) would accurately classify each injury type generated by the mechanical impact simulator based on biomechanical input variables (ie, ligament strain and knee kinetics). STUDY DESIGN Controlled laboratory study. METHODS In vivo kinetics and kinematics of 42 healthy, athletic participants were measured to determine stratification of injury risk (ie, low, medium, and high) in 3 degrees of knee forces/moments (knee abduction moment, anterior tibial shear, and internal tibial rotation). These stratified kinetic values were input into a cadaveric impact simulator to assess ligamentous strain and knee kinetics during a simulated landing task. Uniaxial and multiaxial load cells and implanted strain sensors were used to collect mechanical data for analysis. LDA was used to determine the ability to classify injury outcome by demographic and biomechanical input variables. RESULTS From LDA, a 5-factor model (Entropy R2 = 0.26) demonstrated an area under the receiver operating characteristic curve (AUC) for all 5 injury outcomes (ACL, MCL, ACL+MCL, ACL+MCL+meniscus, ACL+meniscus) of 0.74 or higher, with "good" prediction for 4 of 5 injury classifications. A 10-factor model (Entropy R2 = 0.66) improved the AUC to 0.86 or higher, with "excellent" prediction for 5 injury classifications. The 15-factor model (Entropy R2 = 0.85), produced 94.1% accuracy with the AUC 0.98 or higher for all 5 injury classifications. CONCLUSION Use of LDA accurately predicted the outcome of knee injury from kinetic data from cadaveric simulations with the use of a mechanical impact simulator at 25° of knee flexion. Thus, with clinically relevant kinetics, it is possible to determine clinical risk of injury and also the likely presentation of singular or concomitant knee injury. CLINICAL RELEVANCE LDA demonstrates that injury outcomes are largely characterized by specific mechanics that can distinguish ACL, MCL, and medial meniscal injury. Furthermore, as the mechanics of injury are better understood, improved interventional prehabilitation can be designed to reduce these injuries.
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Affiliation(s)
- Nathan D. Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
- Sports Medicine Center, Mayo Clinic, Rochester, Minnesota
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota
| | - Nathaniel A. Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
- Sports Medicine Center, Mayo Clinic, Rochester, Minnesota
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
| | | | - Aaron J. Krych
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota
- Sports Medicine Center, Mayo Clinic, Rochester, Minnesota
| | - Timothy E. Hewett
- Department of Rehabilitation Sciences, University of Kentucky, Lexington, Kentucky
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8
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Schilaty ND, Bates NA, Ueno R, Hewett TE. Filtration Selection and Data Consilience: Distinguishing Signal from Artefact with Mechanical Impact Simulator Data. Ann Biomed Eng 2020; 49:334-344. [PMID: 32632532 DOI: 10.1007/s10439-020-02562-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 06/30/2020] [Indexed: 11/25/2022]
Abstract
A large variety of data filtration techniques exist in biomechanics literature. Data filtration is both an 'art' and a 'science' to eliminate noise and retain true signal to draw conclusions that will direct future hypotheses, experimentation, and technology development. Thus, data consilience is paramount, but is dependent on filtration methodologies. In this study, we utilized ligament strain, vertical ground reaction force, and kinetic data from cadaveric impact simulations to assess data from four different filters (12 vs. 50 Hz low-pass; forward vs. zero lag). We hypothesized that 50 Hz filtered data would demonstrate larger peak magnitudes, but exhibit consilience of waveforms and statistical significance as compared to 12 Hz filtered data. Results demonstrated high data consilience for matched pair t test correlations of peak ACL strain (≥ 0.97), MCL strain (≥ 0.93) and vertical ground reaction force (≥ 0.98). Kinetics had a larger range of correlation (0.06-0.96) that was dependent on both external load application and direction of motion monitored. Coefficients of multiple correlation demonstrated high data consilience for zero lag filtered data. With respect to in vitro mechanical data, selection of low-pass filter cutoff frequency will influence both the magnitudes of discrete and waveform data. Dependent on the data type (i.e., strain and ground reaction forces), this will not likely significantly alter conclusions of statistical significance previously reported in the literature with high consilience of matched pair t-test correlations and coefficients of multiple correlation demonstrated. However, rotational kinetics are more sensitive to filtration selection and could be suspect to errors, especially at lower magnitudes.
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Affiliation(s)
- Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
- Sports Medicine Center, Mayo Clinic, Rochester, MN, USA.
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA.
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA.
- Biomechanics Laboratories, 200 First Street SW, Rochester, MN, 55905, USA.
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
- Sports Medicine Center, Mayo Clinic, Rochester, MN, USA
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
- Biomechanics Laboratories, 200 First Street SW, Rochester, MN, 55905, USA
| | - Ryo Ueno
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
- Sports Medicine Center, Mayo Clinic, Rochester, MN, USA
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9
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Bates NA, Schilaty ND, Ueno R, Hewett TE. Timing of Strain Response of the ACL and MCL Relative to Impulse Delivery During Simulated Landings Leading up to ACL Failure. J Appl Biomech 2020; 36:148-155. [PMID: 32320947 PMCID: PMC7764947 DOI: 10.1123/jab.2019-0308] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 01/08/2020] [Accepted: 02/03/2020] [Indexed: 11/18/2022]
Abstract
Anterior cruciate ligament (ACL) injury videos estimate that rupture occurs within 50 milliseconds of initial contact, but are limited by imprecise timing and nondirect data acquisition. The objective of this study was to precisely quantify the timing associated with ligament strain during simulated landing and injury events. The hypotheses tested were that the timing of peak strain following initial contact would differ between ligaments and that peak strain timing would be independent of the injury-risk profile emulated during simulated landing. A mechanical impact simulator was used to perform landing simulations based on various injury-risk profiles that were applied to each specimen in a block-randomized order. The ACL and medial collateral ligament were instrumented with strain gauges that recorded continuously. The data from 35 lower-extremity specimens were included for analysis. Analysis of variance and Kruskal-Wallis tests were used to determine the differences between timing and profiles. The mean time to peak strain was 53 (24) milliseconds for the ACL and 58 (35) milliseconds for the medial collateral ligament. The time to peak ACL strain ranged from 48 to 61 milliseconds, but the timing differences were not significant between profiles. Strain timing was independent of injury-risk profile. Noncontact ACL injuries are expected to occur between 0 and 61 milliseconds after initial contact. Both ligaments reached peak strain within the same time frame.
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Influence of relative injury risk profiles on anterior cruciate ligament and medial collateral ligament strain during simulated landing leading to a noncontact injury event. Clin Biomech (Bristol, Avon) 2019; 69:44-51. [PMID: 31295670 PMCID: PMC6823138 DOI: 10.1016/j.clinbiomech.2019.06.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 04/15/2019] [Accepted: 06/27/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Athletes have traditionally been subdivided into risk classifications for ACL injury relative to the biomechanical traits they display during landing. This investigation aimed to discern whether these separate risk classifications elicit strain differences on the ACL and MCL during landing. It was hypothesized that the higher risk simulation profiles would exhibit greater ACL strain and that the ACL would exhibit greater strain than the MCL under all conditions. METHOD The mechanical impact simulator was used to simulate landing on a cohort of 46 cadaveric specimens. The simulator applied external joint loads to the knee prior to impulse delivery. These loads were organized into a series of profiles derived from in vivo motion capture previously performed on a cohort of 44 athletes and represented various risk classifications. Strain gauges were implanted on the ACL and MCL and simulations performed until a structural failure was elicited. Differences were assessed with Kruskal-Wallis tests. FINDINGS The highest-risk profiles tended to exhibit greater peak ACL strain and change in ACL strain than the baseline- and moderate-risk profiles. Specimens that failed during lower-risk simulations expressed greater strain at these loads than specimens that completed higher-risk simulations. The ACL recorded greater strain than the MCL throughout all simulation profiles. INTERPRETATION This behavior justifies why neuromuscular interventions have greater impact on higher-risk athletes and supports the continued screening and targeted training of those athletes that express greater injury risk. The loading disparity between ACL and MCL justifies their limited concomitant injury rate.
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Capin JJ, Zarzycki R, Ito N, Khandha A, Dix C, Manal K, Buchanan TS, Snyder-Mackler L. Gait Mechanics in Women of the ACL-SPORTS Randomized Control Trial: Interlimb Symmetry Improves Over Time Regardless of Treatment Group. J Orthop Res 2019; 37:1743-1753. [PMID: 31042301 PMCID: PMC6824924 DOI: 10.1002/jor.24314] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Accepted: 04/08/2019] [Indexed: 02/04/2023]
Abstract
Women after anterior cruciate ligament (ACL) injury and ACL reconstruction (ACLR) are more likely than men to exhibit asymmetric movement patterns, which are associated with post-traumatic osteoarthritis. We developed the ACL specialized post-operative return-to-sports (ACL-SPORTS) randomized control trial to test the effect of strength, agility, plyometric, and secondary prevention (SAPP) training with and without perturbation training (SAPP + PERT) on gait mechanics in women after ACLR. We hypothesized that movement symmetry would improve over time across both groups but more so among the SAPP + PERT group. Thirty-nine female athletes 3-9 months after primary ACLR were randomized to SAPP or SAPP + PERT training. Biomechanical testing during overground walking occurred before (Pre-training) and after (Post-training) training and one and 2 years post-operatively. Hip and knee kinematic and kinetic variables were compared using repeated measures analysis of variance with Bonferroni corrections for post hoc comparisons (α = 0.05). There was a time by limb interaction effect (p = 0.028) for peak knee flexion angle (PKFA), the primary outcome which powered the study, characterized by smaller PKFA in the involved compared to uninvolved limbs across treatment groups at Pre-training, Post-training, and 1 year, but not 2 years. Similar findings occurred across sagittal plane knee excursions and kinetics and hip extension excursion at midstance. There were no meaningful interactions involving group. Neither SAPP nor SAPP + PERT training improved walking mechanics, which persisted 1 but not 2 years after ACLR. Statement of clinical significance: Asymmetrical movement patterns persisted long after participants achieved symmetrical strength and functional performance, suggesting more time is needed to recover fully after ACLR. © 2019 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 37:1743-1753, 2019.
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Affiliation(s)
- Jacob J. Capin
- Biomechanics and Movement Science, University of Delaware,
Newark, DE, USA,Physical Therapy, University of Delaware, Newark, DE,
USA
| | - Ryan Zarzycki
- Physical Therapy, Arcadia University, Glenside,
Pennsylvania, USA
| | - Naoaki Ito
- Physical Therapy, University of Delaware, Newark, DE,
USA
| | | | - Celeste Dix
- Biomechanics and Movement Science, University of Delaware,
Newark, DE, USA
| | - Kurt Manal
- Biomechanics and Movement Science, University of Delaware,
Newark, DE, USA,Kinesiology and Applied Physiology, University of Delaware,
Newark, DE, USA
| | - Thomas S. Buchanan
- Biomedical Engineering, University of Delaware, Newark, DE,
USA,Mechanical Engineering, University of Delaware, Newark, DE,
USA
| | - Lynn Snyder-Mackler
- Biomechanics and Movement Science, University of Delaware,
Newark, DE, USA,Physical Therapy, University of Delaware, Newark, DE,
USA
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Navacchia A, Bates NA, Schilaty ND, Krych AJ, Hewett TE. Knee Abduction and Internal Rotation Moments Increase ACL Force During Landing Through the Posterior Slope of the Tibia. J Orthop Res 2019; 37:1730-1742. [PMID: 30977558 PMCID: PMC6790148 DOI: 10.1002/jor.24313] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 03/15/2019] [Accepted: 03/25/2019] [Indexed: 02/04/2023]
Abstract
The mechanism underlying non-contact anterior cruciate ligament (ACL) injury is multi-factorial and still an object of debate. Computational models, in combination with in vivo and cadaveric studies, can provide valuable insight into the contribution of the different factors involved. The goal of this study was to validate four knee finite element models (two males and two females) to kinematic and strain data collected in vitro with an impact-driven simulator and use them to assess how secondary external knee loads (knee abduction moment [KAM], anterior shear force, and internal rotation torque [ITR]) affect tibiofemoral contact forces and ACL force during impact. Four subject-specific knee models were developed from specimen computed tomography and magnetic resonance imaging. Patellofemoral and tibiofemoral ligament properties were calibrated to match experimentally measured kinematics and ligament strain. Average root mean square errors and correlations between experimental and model-predicted knee kinematics were below 1.5 mm and 2°, and above 0.75, respectively. Similar errors and correlations were obtained for ACL strain (< 2% and > 0.9). Model-predicted ACL forces were highly correlated with the anterior component of the tibiofemoral contact force on the lateral plateau occurring during impact (r = 0.99), which was increased by larger KAM and ITR through the posterior tibial slope and a larger contact force on the lateral side. This study provides a better understanding of the mechanism through which secondary external knee loads increase ACL injury risk during landing. © 2019 Orthopaedic Research Society. Published by Wiley Periodicals, Inc. J Orthop Res 37:1730-1742, 2019.
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Affiliation(s)
| | - Nathaniel A. Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathan D. Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Aaron J. Krych
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E. Hewett
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
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13
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Schilaty ND, Bates NA, Krych AJ, Hewett TE. Frontal Plane Loading Characteristics of Medial Collateral Ligament Strain Concurrent With Anterior Cruciate Ligament Failure. Am J Sports Med 2019; 47:2143-2150. [PMID: 31219708 PMCID: PMC7304256 DOI: 10.1177/0363546519854286] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Both the anterior cruciate ligament (ACL) and the medial collateral ligament (MCL) bear load during athletic tasks of landing, cutting, pivoting, and twisting. As dynamic knee valgus is a purported mechanism for ACL injury, the MCL should bear significant strain load with valgus force. HYPOTHESIS The intact MCL will demonstrate a significant increase in strain upon failure of the ACL at 25° of knee flexion. STUDY DESIGN Controlled laboratory study. METHODS In vivo kinetics/kinematics of 44 healthy athletic participants were measured to determine stratification of injury risk (ie, low, medium, and high) in 3 degrees of knee forces/moments (knee abduction moment, anterior tibial shear, and internal tibial rotation). These stratified kinetic values were input into a cadaveric impact simulator to assess ligamentous strain during a simulated landing task. Uniaxial and multiaxial load cells and differential variable reluctance transducer strain sensors were utilized to collect mechanical data for analysis. Conditions of external loads applied to the cadaveric limbs were varied and randomized. RESULTS ACL strain increased with increased dynamic knee abduction moment (χ2[5] = 14.123, P = .0148). The most extreme dynamic knee abduction moment condition demonstrated significantly higher ACL strain compared with lower loaded trials (P≤ .0203). Similarly, MCL strain increased with dynamic knee abduction moment (χ2[5] = 36.578, P < .0001). Matched-pairs analysis compared ACL strain with MCL strain (maximum ACL strain - maximum MCL strain) and demonstrated high strain for the ACL versus the MCL (S177 = 6223.5, P < .0001). CONCLUSION Although significant, MCL strain had minimal increase with increased dynamic knee abduction moment, and the event of ACL failure did not significantly increase MCL strain when compared with high dynamic knee abduction moment conditions in the cadaveric model. The ACL bears more strain than the MCL at increasing amounts of dynamic knee abduction moment at 25° of knee flexion, which may explain the limited concomitant MCL injury rate that can occur during a dynamic valgus collapse of the knee. CLINICAL RELEVANCE These characteristics of ACL and MCL strain are important to understand the mechanisms that drive these injuries at the knee and will improve rehabilitation and injury prevention techniques.
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Affiliation(s)
- Nathan D. Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota,CORRESPONDING AUTHOR: Name: Nathan Schilaty, DC, PhD, Address: Biomechanics Laboratories – 200 First Street SW, Rochester, MN 55905, Telephone: 507-538-7047, Fax: 507-284-5392,
| | - Nathaniel A. Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota
| | - Aaron J. Krych
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota
| | - Timothy E. Hewett
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio
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14
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Bates NA, Schilaty ND, Nagelli CV, Krych AJ, Hewett TE. Multiplanar Loading of the Knee and Its Influence on Anterior Cruciate Ligament and Medial Collateral Ligament Strain During Simulated Landings and Noncontact Tears. Am J Sports Med 2019; 47:1844-1853. [PMID: 31150273 PMCID: PMC6988507 DOI: 10.1177/0363546519850165] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Anterior cruciate ligament (ACL) tears and concomitant medial collateral ligament (MCL) injuries are known to occur during dynamic athletic tasks that place combinatorial frontal and transverse plane loads on the knee. A mechanical impact simulator that produces clinical presentation of ACL injury allows for the quantification of individual loading contributors leading to ACL failure. PURPOSE/HYPOTHESIS The objective was to delineate the relationship between knee abduction moment, anterior tibial shear, and internal tibial rotation applied at the knee and ACL strain during physiologically defined simulations of impact at a knee flexion angle representative of initial contact landing from a jump. The hypothesis tested was that before ACL failure, abduction moment would induce greater change in ACL strain during landing than either anterior shear or internal rotation. STUDY DESIGN Controlled laboratory study. METHODS Nineteen cadaveric specimens were subjected to simulated landings in the mechanical impact simulator. During simulations, external knee abduction moment, internal tibial rotation moment, and anterior tibial shear loads were derived from a previously analyzed in vivo cohort and applied to the knee in varying magnitudes with respect to injury risk classification. Implanted strain gauges were used to track knee ligament displacement throughout simulation. Kruskal-Wallis tests were used to assess strain differences among loading factors, with Wilcoxon each pair post hoc tests used to assess differences of magnitude within each loading. RESULTS Each loading factor significantly increased ACL strain (P < .005). Within factors, the high-risk magnitude of each factor significantly increased ACL strain relative to the baseline condition (P≤ .002). However, relative to knee abduction moment specifically, ACL strain increased with each increased risk magnitude (P≤ .015). CONCLUSION Increased risk levels of each load factor contributed to increased levels of ACL strain during a simulated jump landing. The behavior of increased strain between levels of increased risk loading was most prevalent for changes in knee abduction moment. This behavior was observed in the ACL and MCL. CLINICAL RELEVANCE Knee abduction moment may be the predominant precursor to ACL injury and concomitant MCL injury. As knee abduction occurs within the frontal plane, primary preventative focus should incorporate reduction of frontal plane knee loading in landing and cutting tasks, but secondary reduction of transverse plane loading could further increase intervention efficacy. Constraint of motion in these planes should restrict peak ACL strain magnitudes during athletic performance.
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Affiliation(s)
- Nathaniel A. Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA.,Address correspondence to Nathaniel A. Bates, Department of Orthopedic Surgery, Mayo Clinic, 200 First St SW, Rochester, MN 55902, USA ()
| | - Nathan D. Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Christopher V. Nagelli
- Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Aaron J. Krych
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E. Hewett
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
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15
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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 2019; 119:713-721. [PMID: 30610444 DOI: 10.1007/s00421-018-04062-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 12/21/2018] [Indexed: 01/13/2023]
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.
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Affiliation(s)
- Jonathan Sinclair
- Centre for Applied Sport and Exercise Sciences, Faculty of Health and Wellbeing, University of Central Lancashire, Preston, Lancashire, PR1 2HE, UK.
| | - Darrell Brooks
- School of Medicine, Faculty of Clinical and Biomedical Sciences, University of Central Lancashire, Lancashire, UK
| | - Philip Stainton
- Centre for Applied Sport and Exercise Sciences, Faculty of Health and Wellbeing, University of Central Lancashire, Preston, Lancashire, PR1 2HE, UK
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16
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Bates NA, Mejia Jaramillo MC, Vargas M, McPherson AL, Schilaty ND, Nagelli CV, Krych AJ, Hewett TE. 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. Clin Biomech (Bristol, Avon) 2019; 61:84-94. [PMID: 30530064 PMCID: PMC6448403 DOI: 10.1016/j.clinbiomech.2018.11.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 11/07/2018] [Accepted: 11/23/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND The aim of the present study was to evaluate the relationship between tibial slope angle and ligament strain during in vitro landing simulations that induce ACL failure through the application of variable external loading at the knee. The hypothesis tested was that steeper posterior tibial slope angle would be associated with higher ACL strain during a simulated landing task across all external loading conditions. METHODS Kinetics previously derived from an in vivo cohort performing drop landings were reproduced on 45 cadaveric knees via the mechanical impact simulator. MRIs were taken of each specimen and used to calculate medial compartment posterior tibial slope, lateral compartment posterior tibial slope, and coronal plane tibial slope. Linear regression analyses were performed between these angles and ACL strain to determine whether tibial slope was a predictive factor for ACL strain. FINDINGS Medial and lateral posterior tibial slope were predictive factors for ACL strain during some landings with higher combined loads. Medial posterior slope was more predictive of ACL strain in most landings for male specimens, while lateral posterior and coronal slope were more predictive in female specimens, but primarily when high abduction moments were applied. INTERPRETATION Tibial slope has the potential to influence ACL strain during landing, especially when large abduction moments are present at the knee. Deleterious external loads to the ACL increase the correlation between tibial slope and ACL strain, which indicates that tibial slope angles are an additive factor for athletes apt to generate large out-of-plane knee moments during landing tasks.
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Affiliation(s)
- Nathaniel A Bates
- Mayo Clinic Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Sports Medicine Center, Mayo Clinic, Rochester, MN, USA; Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA.
| | | | - Manuela Vargas
- Department of Biomedical Engineering, Universidad EIA, Medellin, Colombia
| | - April L McPherson
- Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Rochester, MN, USA
| | - Nathan D Schilaty
- Mayo Clinic Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Sports Medicine Center, Mayo Clinic, Rochester, MN, USA; Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | | | - Aaron J Krych
- Mayo Clinic Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Sports Medicine Center, Mayo Clinic, Rochester, MN, USA
| | - Timothy E Hewett
- Mayo Clinic Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Sports Medicine Center, Mayo Clinic, Rochester, MN, USA; Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA; Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA
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17
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Owusu-Akyaw KA, Kim SY, Spritzer CE, Collins AT, Englander ZA, Utturkar GM, Garrett WE, DeFrate LE. Determination of the Position of the Knee at the Time of an Anterior Cruciate Ligament Rupture for Male Versus Female Patients by an Analysis of Bone Bruises: Response. Am J Sports Med 2018; 46:NP48-NP51. [PMID: 30169145 DOI: 10.1177/0363546518788316] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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18
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Bates NA, Schilaty ND, Nagelli CV, Krych AJ, Hewett TE. Validation of Noncontact Anterior Cruciate Ligament Tears Produced by a Mechanical Impact Simulator Against the Clinical Presentation of Injury. Am J Sports Med 2018; 46:2113-2121. [PMID: 29864374 PMCID: PMC6405414 DOI: 10.1177/0363546518776621] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Anterior cruciate ligament (ACL) injuries are catastrophic events that affect athletic careers and lead to long-term degenerative knee changes. As injuries are believed to occur within the first 50 milliseconds after initial contact during a rapid deceleration task, impact simulators that rapidly deliver impulse loads to cadaveric specimens have been developed. However, no impactor has reproducibly and reliably created ACL injures in a distribution that mimics clinical observation. PURPOSE To better understand ACL injury patterns through a cadaveric investigation that applied in vivo-measured external loads to the knee during simulated landings. STUDY DESIGN Controlled laboratory study. METHODS A novel mechanical impact simulator reproduced kinetics from in vivo-recorded drop landing tasks on 45 cadaveric knees. Specimens were exposed to a randomized order of variable knee abduction moment, anterior tibial shear, and internal tibial rotation loads before the introduction of an impulse load at the foot. This process was repeated until a hard or soft tissue injury was induced on the joint. Injuries were assessed by an orthopaedic surgeon, and ligament strain was recorded by implanted strain gauges. RESULTS The mechanical impact simulator induced ACL injuries in 87% of specimens, with medial collateral ligament (MCL) injuries in 31%. ACL tear locations were 71% femoral side, 21% midsubstance, and 9% tibial side. Peak strain before failure for ACL-injured specimens was 15.3% ± 8.7% for the ACL and 5.1% ± 5.6% for the MCL ( P < .001). CONCLUSION The ACL injuries induced by the mechanical impact simulator in the present study have provided clinically relevant in vitro representations of in vivo ACL injury patterns as cited in the literature. Additionally, current ligament strains corroborate the literature to support disproportionate loading of the ACL relative to the MCL during athletic tasks. CLINICAL RELEVANCE These findings indicate that the mechanical impact simulator is an appropriate model for examining independent mechanical variables, treatment techniques, and preventive interventions during athletic tasks leading up to and including an ACL injury. Accordingly, this system can be utilized to further parse out contributing factors to an ACL injury as well as assess the shortcomings of ACL reconstruction techniques in a dynamic, simulated environment that is better representative of in vivo injury scenarios.
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Affiliation(s)
- Nathaniel A. Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, MN, USA,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathan D. Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, MN, USA,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Christopher V. Nagelli
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
| | - Aaron J. Krych
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, MN, USA
| | - Timothy E. Hewett
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA,Department of Biomedical Engineering and Physiology, Mayo Clinic, Rochester, MN, USA,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
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