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Donelon TA, Edwards J, Brown M, Jones PA, O'Driscoll J, Dos'Santos T. Differences in Biomechanical Determinants of ACL Injury Risk in Change of Direction Tasks Between Males and Females: A Systematic Review and Meta-Analysis. SPORTS MEDICINE - OPEN 2024; 10:29. [PMID: 38561438 PMCID: PMC10984914 DOI: 10.1186/s40798-024-00701-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 03/20/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Change of direction (COD) movements are associated with non-contact anterior cruciate ligament (ACL) injuries in multidirectional sports. Females appear at increased risk compared to males, which could be attributable to whole body kinematic strategies and greater multiplanar knee joint loads (KJLs) during COD which can increase ACL loading. OBJECTIVE The aim of this systematic review and meta-analysis was to examine and quantitatively synthesise the evidence for differences between males and females regarding KJLs and their biomechanical determinants (whole body kinematic strategies determining KJLs) during COD tasks. METHODS Databases including SPORTDiscus, Web of Science, and PubMed were systematically searched (July 2021-June 2023) for studies that compared differences in knee joint loads and biomechanical determinants of KJLs during COD between males and females. Inclusion criteria were: (1) females and males with no prior history of ACL injury (18-40 years); (2) examined biomechanical determinants of KJLs and/ or KJLs during COD tasks > 20°; (3) compared ≥ 1 outcome measure between males and females. Studies published between 2000 and 2023 examining a cutting task > 20° with a preceding approach run that compared KJLs or the whole body multiplanar kinematics associated with them, between sexes, using three-dimensional motion analysis. RESULTS This meta-analysis included 17 studies with a pooled sample size of 451 participants (227 males, 224 females). Meta-analysis revealed females displayed significantly less peak knee flexion during stance (SMD: 0.374, 95% CI 0.098-0.649, p = 0.008, I2: 0%); greater knee abduction at initial contact (IC) (SMD: 0.687, 95% CI 0.299-1.076, p = 0.001, I2: 55%); less hip internal rotation (SMD: 0.437, 95% CI 0.134-0.741, p = 0.005, I2: 34%) and hip abduction at IC (SMD: -0.454, 95% CI 0.151-0.758, p = 0.003, I2: 33%). No significant differences were observed between males and females for any internal or externally applied KJLs. All retrieved studies failed to control for strength, resistance training or skill history status. CONCLUSION No differences were observed in KJLs between males and females despite females displaying greater knee abduction at IC and less peak knee flexion during the stance phase of CODs, which are visual characteristics of non-contact ACL injury. Further research is required to examine if this translates to a similar injury risk, considering morphological differences in strain characteristics of the ACL between males and females. This observation may in part explain the disproportionate ACL injury incidence in female multidirectional athletes. Further higher quality controlled research is required whereby participants are matched by skill training history, resistance training history and strength status to ensure an appropriate comparison between males and females.
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Affiliation(s)
- Thomas A Donelon
- Section of Sport Section of Sport, Exercise and Rehabilitation Sciences, School of Human and Life Sciences, Canterbury Christ Church University, North Holmes Road, Canterbury, Kent, CT1 1Q, UK.
| | - Jamie Edwards
- Section of Sport Section of Sport, Exercise and Rehabilitation Sciences, School of Human and Life Sciences, Canterbury Christ Church University, North Holmes Road, Canterbury, Kent, CT1 1Q, UK
| | - Mathew Brown
- Section of Sport Section of Sport, Exercise and Rehabilitation Sciences, School of Human and Life Sciences, Canterbury Christ Church University, North Holmes Road, Canterbury, Kent, CT1 1Q, UK
| | - Paul A Jones
- School of Health Sciences, C702 Allerton Building, University of Salford, Salford, M6 6PU, UK
| | - Jamie O'Driscoll
- Section of Sport Section of Sport, Exercise and Rehabilitation Sciences, School of Human and Life Sciences, Canterbury Christ Church University, North Holmes Road, Canterbury, Kent, CT1 1Q, UK
| | - Thomas Dos'Santos
- Department of Sport and Exercise Sciences | Manchester Metropolitan University, 2.01 Institute of Sport, 99 Oxford Road, Manchester, M1 7EL, UK
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Dos’Santos T, Stebbings GK, Morse C, Shashidharan M, Daniels KAJ, Sanderson A. Effects of the menstrual cycle phase on anterior cruciate ligament neuromuscular and biomechanical injury risk surrogates in eumenorrheic and naturally menstruating women: A systematic review. PLoS One 2023; 18:e0280800. [PMID: 36701354 PMCID: PMC9879429 DOI: 10.1371/journal.pone.0280800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 01/09/2023] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Eumenorrheic women experience cyclic variations in sex hormones attributed to the menstrual cycle (MC) which can impact anterior cruciate ligament (ACL) properties, knee laxity, and neuromuscular function. This systematic review aimed to examine the effects of the MC on ACL neuromuscular and biomechanical injury risk surrogates during dynamic tasks, to establish whether a particular MC phase predisposes women to greater ACL injury risk. METHODS PubMed, Medline, SPORTDiscus, and Web of Science were searched (May-July 2021) for studies that investigated the effects of the MC on ACL neuromuscular and biomechanical injury risk surrogates. Inclusion criteria were: 1) injury-free women (18-40 years); 2) verified MC phases via biochemical analysis and/or ovulation kits; 3) examined neuromuscular and/or biomechanical injury risk surrogates during dynamic tasks; 4) compared ≥1 outcome measure across ≥2 defined MC phases. RESULTS Seven of 418 articles were included. Four studies reported no significant differences in ACL injury risk surrogates between MC phases. Two studies showed evidence the mid-luteal phase may predispose women to greater risk of non-contact ACL injury. Three studies reported knee laxity fluctuated across the MC; two of which demonstrated MC attributed changes in knee laxity were associated with changes in knee joint loading (KJL). Study quality (Modified Downs and Black Checklist score: 7-9) and quality of evidence were low to very low (Grading of Recommendations Assessment Development and Evaluation: very low). CONCLUSION It is inconclusive whether a particular MC phase predisposes women to greater non-contact ACL injury risk based on neuromuscular and biomechanical surrogates. Practitioners should be cautious manipulating their physical preparation, injury mitigation, and screening practises based on current evidence. Although variable (i.e., magnitude and direction), MC attributed changes in knee laxity were associated with changes in potentially hazardous KJLs. Monitoring knee laxity could therefore be a viable strategy to infer possible ACL injury risk.
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Affiliation(s)
- Thomas Dos’Santos
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, United Kingdom
- Manchester Institute of Sport, Manchester Metropolitan University, Manchester, United Kingdom
- * E-mail:
| | - Georgina K. Stebbings
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, United Kingdom
- Manchester Institute of Sport, Manchester Metropolitan University, Manchester, United Kingdom
| | - Christopher Morse
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, United Kingdom
- Manchester Institute of Sport, Manchester Metropolitan University, Manchester, United Kingdom
| | - Medha Shashidharan
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, United Kingdom
- Manchester Institute of Sport, Manchester Metropolitan University, Manchester, United Kingdom
| | - Katherine A. J. Daniels
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, United Kingdom
- Manchester Institute of Sport, Manchester Metropolitan University, Manchester, United Kingdom
| | - Andy Sanderson
- Department of Sport and Exercise Sciences, Musculoskeletal Science and Sports Medicine Research Centre, Manchester Metropolitan University, Manchester, United Kingdom
- Manchester Institute of Sport, Manchester Metropolitan University, Manchester, United Kingdom
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Fleming BC. Fifty Years of ACL Biomechanics: What's Next? Am J Sports Med 2022; 50:3745-3748. [PMID: 36472484 DOI: 10.1177/03635465221136834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Binversie EE, Walczak BE, Cone SG, Baker LA, Scerpella TA, Muir P. Canine ACL rupture: a spontaneous large animal model of human ACL rupture. BMC Musculoskelet Disord 2022; 23:116. [PMID: 35123473 PMCID: PMC8818196 DOI: 10.1186/s12891-021-04986-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 12/23/2021] [Indexed: 11/10/2022] Open
Abstract
Background Anterior cruciate ligament (ACL) rupture in humans is a common condition associated with knee pain, joint instability, and secondary osteoarthritis (OA). Surgical treatment with an intraarticular graft provides reasonable outcomes at mid and long-term follow-up. Non-modifiable and modifiable factors influence risk of ACL rupture. The etiology, mechanobiology, causal biomechanics, and causal molecular pathways are not fully understood. The dog model has shared features of ACL rupture that make it a valuable spontaneous preclinical animal model. In this article, we review shared and contrasting features of ACL rupture in the two species and present information supporting spontaneous canine ACL rupture as a potentially useful preclinical model of human ACL rupture with a very large subject population. Results ACL rupture is more common in dogs than in humans and is diagnosed and treated using similar approaches to that of human patients. Development of OA occurs in both species, but progression is more rapid in the dog, and is often present at diagnosis. Use of client-owned dogs for ACL research could reveal impactful molecular pathways, underlying causal genetic variants, biomechanical effects of specific treatments, and opportunities to discover new treatment and prevention targets. Knowledge of the genetic contribution to ACL rupture is more advanced in dogs than in humans. In dogs, ACL rupture has a polygenetic architecture with moderate heritability. Heritability of human ACL rupture has not been estimated. Conclusion This article highlights areas of One Health research that are particularly relevant to future studies using the spontaneous canine ACL rupture model that could fill gaps in current knowledge.
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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: 0.7] [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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Ueno R, Navacchia A, Schilaty ND, Myer GD, Hewett TE, Bates NA. Anterior Cruciate Ligament Loading Increases With Pivot-Shift Mechanism During Asymmetrical Drop Vertical Jump in Female Athletes. Orthop J Sports Med 2021; 9:2325967121989095. [PMID: 34235227 PMCID: PMC8226378 DOI: 10.1177/2325967121989095] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 10/28/2020] [Indexed: 12/17/2022] Open
Abstract
Background: Frontal plane trunk lean with a side-to-side difference in lower extremity
kinematics during landing increases unilateral knee abduction moment and
consequently anterior cruciate ligament (ACL) injury risk. However, the
biomechanical features of landing with higher ACL loading are still unknown.
Validated musculoskeletal modeling offers the potential to quantify ACL
strain and force during a landing task. Purpose: To investigate ACL loading during a landing and assess the association
between ACL loading and biomechanical factors of individual landing
strategies. Study Design: Descriptive laboratory study. Methods: Thirteen young female athletes performed drop vertical jump trials, and their
movements were recorded with 3-dimensional motion capture.
Electromyography-informed optimization was performed to estimate lower limb
muscle forces with an OpenSim musculoskeletal model. A whole-body
musculoskeletal finite element model was developed. The joint motion and
muscle forces obtained from the OpenSim simulations were applied to the
musculoskeletal finite element model to estimate ACL loading during
participants’ simulated landings with physiologic knee mechanics. Kinematic,
muscle force, and ground-reaction force waveforms associated with high ACL
strain trials were reconstructed via principal component analysis and
logistic regression analysis, which were used to predict trials with high
ACL strain. Results: The median (interquartile range) values of peak ACL strain and force during
the drop vertical jump were 3.3% (–1.9% to 5.1%) and 195.1 N (53.9 to 336.9
N), respectively. Four principal components significantly predicted high ACL
strain trials, with 100% sensitivity, 78% specificity, and an area of 0.91
under the receiver operating characteristic curve (P <
.001). High ACL strain trials were associated with (1) knee motions that
included larger knee abduction, internal tibial rotation, and anterior
tibial translation and (2) motion that included greater vertical and lateral
ground-reaction forces, lower gluteus medius force, larger lateral pelvic
tilt, and increased hip adduction. Conclusion: ACL loads were higher with a pivot-shift mechanism during a simulated landing
with asymmetry in the frontal plane. Specifically, knee abduction can create
compression on the posterior slope of the lateral tibial plateau, which
induces anterior tibial translation and internal tibial rotation. Clinical Relevance: Athletes are encouraged to perform interventional and preventive training to
improve symmetry during landing.
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Affiliation(s)
- Ryo Ueno
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Sport Science, University of Innsbruck, Innsbruck, Austria
| | - Alessandro Navacchia
- Department of Sport Science, University of Innsbruck, Innsbruck, Austria.,Smith & Nephew, San Clemente, California, USA
| | - Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physical Medicine and Rehabilitation, 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 Orthopedic Surgery, College of Medicine, University of Cincinnati, Cincinnati, Ohio, USA.,The Micheli Center for Sports Injury Prevention, Waltham, Massachusetts, USA
| | - Timothy E Hewett
- Hewett Global Consulting, Rochester Minnesota, USA.,The Rocky Mountain Consortium for Sports Research, Edwards, Colorado, USA
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
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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: 4.3] [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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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: 0.8] [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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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: 0.5] [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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Tanaka MJ, Jones LC, Forman JM. Awareness of Anterior Cruciate Ligament Injury-Preventive Training Programs Among Female Collegiate Athletes. J Athl Train 2020; 55:359-364. [PMID: 32160059 DOI: 10.4085/1062-6050-150-19] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Neuromuscular training programs can reduce the rate of noncontact anterior cruciate ligament (ACL) injuries, particularly in female athletes. OBJECTIVE To assess the awareness of, experience with, and factors associated with participation in preventive training programs (PTPs) among female collegiate athletes and their knowledge of ACL injuries. DESIGN Cross-sectional study. SETTING National Collegiate Athletic Association (NCAA) sports programs. PATIENTS OR OTHER PARTICIPANTS A total of 440 female NCAA athletes (age = 20 ± 1 years) representing 20 sports during the 2017-2018 academic year. MAIN OUTCOME MEASURE(S) We used a 12-item survey to collect data on each participant's age, sport, position, college, NCAA division, and awareness of and experience with PTPs. We performed descriptive statistics and used odds ratios (ORs) to assess relationships between demographic data and awareness of or interest in PTPs. RESULTS Of the 440 respondents, 85% (n = 373) knew that female athletes were at higher risk for sustaining ACL injuries than male athletes, and 89% (n = 391) knew that ACL injuries were preventable. Thirty-three percent (n = 143) were familiar with the concept of ACL PTPs. Only 15% (n = 64) had ever performed PTPs, but 89% (n = 391) reported they would perform a daily PTP if it could prevent ACL injuries. Fifty-two of the 64 respondents (81%) who had performed PTPs said athletic trainers or coaches oversaw the PTPs. Participants were more likely to be familiar with ACL PTPs if they (OR = 3.5; 95% confidence interval [CI] = 2.0, 5.8) or a teammate (OR = 4.6; 95% CI = 2.1, 9.8) had sustained an ACL injury. Respondents were more willing to perform PTPs if they (OR = 2.3; 95% CI = 0.80, 6.6) or a teammate (OR = 3.4; 95% CI = 1.8, 6.6) had sustained an ACL injury. CONCLUSIONS Although 89% of respondents expressed interest in performing daily ACL PTPs, only 15% had performed such programs, and only 33% were familiar with the concept of ACL PTPs.
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Affiliation(s)
- Miho J Tanaka
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA.,Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Lynne C Jones
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Jared M Forman
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
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Gallo MC, Bolia IK, Jalali O, Rosario S, Rounds A, Heidari KS, Trasolini NA, Prodromo JP, Hatch GF, Weber AE. Risk Factors for Early Subsequent (Revision or Contralateral) ACL Reconstruction: A Retrospective Database Study. Orthop J Sports Med 2020; 8:2325967119901173. [PMID: 32118083 PMCID: PMC7029539 DOI: 10.1177/2325967119901173] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 11/06/2019] [Indexed: 12/23/2022] Open
Abstract
Background: Many factors contribute to the risk for subsequent anterior cruciate ligament reconstruction (ACLR) within 2 years from the index procedure. Purpose/Hypothesis: The purpose of this study was 2-fold: (1) to evaluate the incidence of subsequent (revision or contralateral) ACLR at 2 years in a large cohort and (2) to explore the association between patient-specific factors and early subsequent ACLR risk by age group. We hypothesize that 2-year subsequent (revision or contralateral) ACLR rates will be low and that risk factors for subsequent (revision or contralateral) ACLR will vary depending on a patient’s age group. Study Design: Case-control study; Level of evidence, 3. Methods: The California Office of Statewide Health Planning and Development Ambulatory Surgery Database was retrospectively reviewed to assess the incidence of 2-year subsequent (revision or contralateral) ACLR and to identify patient-specific risk factors for early subsequent (revision or contralateral) ACLR by age group between 2005 and 2014. Results: Of 94,108 patients included, the rate of subsequent (revision or contralateral) ACLR was highest in patients younger than 21 years (2.4 per 100 person-years; 95% CI, 2.3-2.6) and lowest in those older than 40 years (1.3 per 100 person-years; 95% CI, 1.2-1.4). Younger age, white race (compared with Hispanic in all age groups and Asian in age <21 or >40 years), private insurance if age younger than 21 years, public insurance or worker's compensation claims if age older than 30 years were significantly associated with an increased risk of subsequent (revision or contralateral) ACLR at 2 years. Conclusion: Results of the present study provide insight into subsequent (revision or contralateral) ACL reconstruction, which can be used to assess and modify treatment for at-risk patients and highlight the need for data mining to generate clinically applicable research using national and international databases.
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Affiliation(s)
- Matthew C Gallo
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Ioanna K Bolia
- Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, California, USA
| | - Omid Jalali
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Santano Rosario
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Alexis Rounds
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Keemia Soraya Heidari
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Nicholas A Trasolini
- Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, California, USA
| | - John P Prodromo
- Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, California, USA
| | - George Frederick Hatch
- Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, California, USA
| | - Alexander Evan Weber
- Epstein Family Center for Sports Medicine at Keck Medicine of USC, Los Angeles, California, USA
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12
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Ueno R, Navacchia A, Bates NA, Schilaty ND, Krych AJ, Hewett TE. Analysis of Internal Knee Forces Allows for the Prediction of Rupture Events in a Clinically Relevant Model of Anterior Cruciate Ligament Injuries. Orthop J Sports Med 2020; 8:2325967119893758. [PMID: 31976347 PMCID: PMC6958658 DOI: 10.1177/2325967119893758] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Accepted: 10/01/2019] [Indexed: 01/12/2023] Open
Abstract
Background: A recently developed mechanical impact simulator induced an anterior cruciate ligament (ACL) rupture via the application of a combination of inverse dynamics–based knee abduction moment (KAM), anterior tibial shear force (ATS), and internal tibial rotation moment with impulsive compression in a cohort of cadaveric limbs. However, there remains an opportunity to further define the interaction of internal forces and moments at the knee and their respective influence on injury events. Purpose: To identify the influence of internal knee loads on an ACL injury event using a cadaveric impact simulator. Study Design: Controlled laboratory study. Methods: Drop-landing simulations were performed and analyzed on 30 fresh-frozen cadaveric knees with a validated mechanical impact simulator. Internal forces and moments at the knee joint center were calculated using data from a 6-axis load cell recorded on the femur during testing. Kinetic data from a total of 1083 trials that included 30 ACL injury trials were used as inputs for principal component (PC) analysis to identify the most critical features of loading waveforms. Logistic regression analysis with a stepwise selection was used to select the PCs that predicted an ACL injury. Injurious waveforms were reconstructed with selected PCs in logistic regression analysis. Results: A total of 3 PCs were selected in logistic regression analysis that developed a significant model (P < .001). The external loading of KAM was highly correlated with PC1 (ρ < –0.8; P < .001), which explained the majority (>69%) of the injurious waveforms reconstructed with the 3 selected PCs. The injurious waveforms demonstrated a larger internal knee adduction moment and lateral tibial force. After the ACL was ruptured, decreased posterior tibial force was observed in injury trials. Conclusion: These findings give us a better understanding of ACL injury mechanisms using 6-axis kinetics from an in vitro simulator. An ACL rupture was correlated with an internal knee adduction moment (external KAM) and was augmented by ATS and lateral tibial force induced by an impact, which distorted the ACL insertion orientation. Clinical Relevance: The ACL injury mechanism explained in this study may help target injury prevention programs to decrease injurious knee loading (KAM, ATS, and lateral tibial force) during landing tasks.
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Affiliation(s)
- Ryo Ueno
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Alessandro Navacchia
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Aaron J Krych
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E Hewett
- Department of Rehabilitation Sciences, University of Kentucky, Lexington, Kentucky, USA
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13
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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: 1.6] [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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14
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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: 38] [Impact Index Per Article: 7.6] [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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15
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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: 4.0] [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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16
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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: 48] [Impact Index Per Article: 9.6] [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) 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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17
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Seymore KD, Fain AC, Lobb NJ, Brown TN. Sex and limb impact biomechanics associated with risk of injury during drop landing with body borne load. PLoS One 2019; 14:e0211129. [PMID: 30726276 PMCID: PMC6364912 DOI: 10.1371/journal.pone.0211129] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 01/08/2019] [Indexed: 11/18/2022] Open
Abstract
Increasing lower limb flexion may reduce risk of musculoskeletal injury for military personnel during landing. This study compared lower limb biomechanics between sexes and limbs when using normal and greater lower limb flexion to land with body borne load. Thirty-three participants (21 male, 12 female, age: 21.6±2.5 years, height: 1.7±0.1 m, weight: 74.5±9.0 kg) performed normal and flexed lower limb landings with four body borne loads: 20, 25, 30 and 35 kg. Hip and knee biomechanics, peak vertical ground reaction force (GRF), and the magnitude and direction of the GRF vector in frontal plane were submitted to two separate repeated measures ANOVAs to test the main and interaction effects of sex, load, and landing, as well as limb, load, and landing. Participants increased GRFs (between 5 and 10%) and hip and knee flexion moments when landing with body borne load, but decreased vertical GRF 19% and hip adduction and knee abduction joint range of motion and moments during the flexed landings. Both females and the non-dominant limb presented greater risk of musculoskeletal injury during landing. Females exhibited larger GRFs, increased hip adduction range of motion, and greater knee abduction moments compared to males. Whereas, the non-dominant limb increased knee abduction moments and exhibited a more laterally-directed frontal plane GRF vector compared to the dominant limb during the loaded landings. Yet, increasing lower limb flexion during landing does not appear to produce similar reductions in lower limb biomechanics related to injury risk for both females and the non-dominant limb during landing.
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Affiliation(s)
- Kayla D. Seymore
- Center for Orthopaedic & Biomechanics Research, Boise State University, Boise, ID, United States of America
- * E-mail:
| | - AuraLea C. Fain
- Center for Orthopaedic & Biomechanics Research, Boise State University, Boise, ID, United States of America
| | - Nicholas J. Lobb
- Center for Orthopaedic & Biomechanics Research, Boise State University, Boise, ID, United States of America
| | - Tyler N. Brown
- Center for Orthopaedic & Biomechanics Research, Boise State University, Boise, ID, United States of America
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18
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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: 17] [Impact Index Per Article: 3.4] [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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19
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Snaebjörnsson T, Svantesson E, Sundemo D, Westin O, Sansone M, Engebretsen L, Hamrin-Senorski E. Young age and high BMI are predictors of early revision surgery after primary anterior cruciate ligament reconstruction: a cohort study from the Swedish and Norwegian knee ligament registries based on 30,747 patients. Knee Surg Sports Traumatol Arthrosc 2019; 27:3583-3591. [PMID: 30879108 PMCID: PMC6800860 DOI: 10.1007/s00167-019-05487-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2018] [Accepted: 03/11/2019] [Indexed: 01/01/2023]
Abstract
PURPOSE To analyse patient-related risk factors for 2-year ACL revision after primary reconstruction. The hypothesis was that younger athletes would have a higher incidence of an early ACL revision. METHODS This prospective cohort study was based on data from the Norwegian and Swedish National Knee Ligament Registries and included patients who underwent primary ACL reconstruction from 2004 to 2014. The primary end-point was the 2-year incidence of ACL revision. The impact of activity at the time of injury, patient sex, age, height, weight, BMI, and tobacco usage on the incidence of early ACL revision were described by relative risks (RR) with 95% confidence intervals (CI). RESULTS A total of 58,692 patients were evaluated for eligibility and 30,591 patients were included in the study. The mean incidence of ACL revision within 2 years was 2.82% (95% CI 2.64-3.02%). Young age (13-19) was associated with an increased risk of early ACL revision (males RR = 1.54 [95% CI 1.27-1.86] p < 0.001 and females RR = 1.58 [95% CI 1.28-1.96] p < 0.001). Females over 1 SD in weight ran an increased risk of early ACL revision (RR = 1.82, [95% CI 1.15-2.88] p = 0.0099). Individuals with a BMI of over 25 ran an increased risk of early ACL revision (males: RR = 1.78, [95% CI 1.38-2.30] p < 0.001 and females: RR = 1.84, [95% CI 1.29-2.63] p = 0.008). CONCLUSION Young age, a BMI over 25, and overweight females were risk factors for an early ACL revision. LEVEL OF EVIDENCE II.
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Affiliation(s)
- Thorkell Snaebjörnsson
- Department of Orthopaedics, Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden. .,Department of Orthopaedics, Sahlgrenska University Hospital, Mölndal, Sweden.
| | - Eleonor Svantesson
- Department of Orthopaedics, Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - David Sundemo
- Department of Orthopaedics, Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Olof Westin
- Department of Orthopaedics, Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden ,Department of Orthopaedics, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Mikael Sansone
- Department of Orthopaedics, Institute of Clinical Sciences, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden ,Department of Orthopaedics, Sahlgrenska University Hospital, Mölndal, Sweden
| | | | - Eric Hamrin-Senorski
- Department of Health and Rehabilitation, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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20
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Hewett TE, Schilaty ND. 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: Letter to the Editor. Am J Sports Med 2018; 46:NP47-NP48. [PMID: 30169142 DOI: 10.1177/0363546518788319] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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21
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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: 5.3] [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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