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Schilaty ND, Bates NA. Commentary on "The deterministic condition for the ground reaction force acting point on the combined knee valgus and tibial internal rotation moments in the early phase of cutting maneuvers in female athletes". J Sport Health Sci 2024; 13:373-375. [PMID: 38043909 DOI: 10.1016/j.jshs.2023.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 11/14/2023] [Indexed: 12/05/2023]
Affiliation(s)
- Nathan D Schilaty
- Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL 33620, USA; Department of Medical Engineering, University of South Florida, Tampa, FL 33620, USA; Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL 33620, USA.
| | - Nathaniel A Bates
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH 43210, USA
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Weiniger SP, Schilaty ND. Interoceptive posture awareness and accuracy: a novel photographic strategy towards making posture actionable. Front Neurosci 2024; 18:1359594. [PMID: 38638696 PMCID: PMC11025613 DOI: 10.3389/fnins.2024.1359594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 03/22/2024] [Indexed: 04/20/2024] Open
Abstract
Interoception, sometimes referred to as the 'hidden sense,' communicates the state of internal conditions for autonomic energy regulation and is important for human motor control as well as self-awareness. The insula, the cortex of interoception, integrates internal senses such as hunger, thirst and emotions. With input from the cerebellum and proprioceptive inputs, it creates a vast sensorimotor network essential for static posture and dynamic movement. With humans being bipedal to allow for improved mobility and energy utilization, greater neuromotor control is required to effectively stabilize and control the four postural zones of mass (i.e., head, torso, pelvis, and lower extremities) over the base of support. In a dynamic state, this neuromotor control that maintains verticality is critical, challenging energy management for somatic motor control as well as visceral and autonomic functions. In this perspective article, the authors promote a simple series of posture photographs to allow one to integrate more accurate alignment of their postural zones of mass with respect to the gravity line by correlating cortical interoception with cognitive feedback. Doing this focuses one on their body perception in space compared to the objective images. Strengthening interoceptive postural awareness can shift the net result of each zone of postural mass during day-to-day movement towards stronger posture biomechanics and can serve as an individualized strategy to optimize function, longevity, and rehabilitation.
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Affiliation(s)
- Steven P. Weiniger
- College of Graduate Studies, University of Western States, Portland, OR, United States
- BodyZone.com, Atlanta, GA, United States
| | - Nathan D. Schilaty
- Department of Neurosurgery and Brain Repair, University of South Florida, Tampa, FL, United States
- Department of Medical Engineering, University of South Florida, Tampa, FL, United States
- Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL, United States
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Alzouhayli K, Schilaty ND, Wei Y, Hooke AW, Sellon JL, Bates NA. Shear wave elastography demonstrates different material properties between the medial collateral ligament and anterolateral ligament. Clin Biomech (Bristol, Avon) 2024; 111:106155. [PMID: 38043170 PMCID: PMC10872362 DOI: 10.1016/j.clinbiomech.2023.106155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 11/17/2023] [Accepted: 11/21/2023] [Indexed: 12/05/2023]
Abstract
BACKGROUND Anterolateral ligament and medial collateral ligament injuries could happen concomitantly with anterior cruciate ligament ruptures. The anterolateral ligament is injured more often than the medial collateral ligament during concomitant anterior cruciate ligament ruptures although it offers less restraint to knee movement. Comparing the material properties of the medial collateral ligament and anterolateral ligament helps improve our understanding of their structure-function relationship and injury risk before the onset of injury. METHODS Eight cadaveric lower extremity specimens were prepared and mechanically tested to failure in a laboratory setting using a hydraulic platform. Measurements of surface strains of superficial surface of each medial collateral ligament and anterolateral ligament specimen were found using three-dimensional digital image correlation. Ligament stiffness was found using ultrasound shear-wave elastography. t-tests were used to assess for significant differences in strain, stress, Young's modulus, and stiffness in the two ligaments. FINDINGS The medial collateral ligament exhibited greater ultimate failure strain along its longitudinal axis (p = 0.03) and Young's modulus (p < 0.0018) than the anterolateral ligament. Conversely, the anterolateral ligament exhibited greater ultimate failure stress than the medial collateral ligament (p < 0.0001). Medial collateral ligament failure occurred mostly in the proximal aspect of the ligament, while most anterolateral ligament failure occurred in the distal or midsubstance aspect (P = 0.04). INTERPRETATION Despite both being ligamentous structures, the medial collateral ligament and anterolateral ligament exhibited separate material properties during ultimate failure testing. The weaker material properties of the anterolateral ligament likely contribute to higher rates of concomitant injury with anterior cruciate ligament ruptures.
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Affiliation(s)
- Kenan Alzouhayli
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA; The Ohio State University College of Medicine, Columbus, OH, USA
| | - Nathan D Schilaty
- University of South Florida Morsani College of Medicine, Tampa, FL, USA
| | - Yi Wei
- Ohio University Heritage College of Osteopathic Medicine, Dublin, OH, USA
| | | | - Jacob L Sellon
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Nathaniel A Bates
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA.
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Nagai T, Schilaty ND, Wong H, Keller VC, Stiennon ST, Chang RW, Stuart MJ, Krause DA. Acute effects of an isometric neck warm-up programme on neck performance characteristics and ultrasound-based morphology. Ann Med 2023; 55:2295402. [PMID: 38142049 PMCID: PMC10763903 DOI: 10.1080/07853890.2023.2295402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 12/11/2023] [Indexed: 12/25/2023] Open
Abstract
OBJECTIVE Athletic performance can be enhanced immediately after an isometric warm-up, a phenomenon termed post-activation performance enhancement (PAPE). While isometric warm-ups can improve lower extremity sprint and jump performance, neck-specific isometric warm-ups need development and validation for mild traumatic brain disorders and neck pain. This study examined acute effects of isometric warm-ups on neck performance and morphology. METHODS Arm 1: Twenty-six adults (13 M:13F) completed neck performance testing before and after a 10-minute neck isometric warm-up or stationary bike (sham) between two visits. Testing included visual-motor reaction time, peak force, rate of force development, force steadiness, and force replication/proprioception measured by a 6-axis load cell. An inclinometer assessed range-of-motion. Paired t-tests and two-way ANOVA examined effects of neck/bike warm-up and interaction effects, respectively. Arm 2: 24 adults (11 M:13F) completed ultrasound scans of cervical muscles: before 20-minute rest (sham), and before/after a 5-min neck isometric warm-up. Longus colli cross-sectional area and sternocleidomastoid/upper trapezius thickness and stiffness, and cervical extensors thickness was assessed. One-way ANOVA compared morphological values at sham, before, and after warm-up. Significance was set at p < 0.05. RESULTS Isometric neck warm-up increased rate of force development in flexion (p = 0.022), extension (p = 0.001-0.003), right lateral flexion (p = 0.004-0.032), left lateral flexion (p = 0.005-0.014), while peak force improved only in left lateral flexion (p = 0.032). Lateral flexion range-of-motion increased after neck warm-up (p = 0.003-0.026). Similarly, longus colli cross-sectional area (p = 0.016) and sternocleidomastoid thickness (p = 0.004) increased. CONCLUSIONS Increased neck performance characteristics and morphology are likely due to PAPE effects of isometric neck warm-up. For coaches and athletes, simple isometric contractions could be added to existing warm-ups to reduce prevalence, incidence, and severity of mild traumatic brain injuries and neck pain.
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Affiliation(s)
- Takashi Nagai
- United States Army Research Institute and Environmental Medicine, Natick, MA, USA
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
| | - Nathan D. Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
- Department of Neurosurgery and Brain Repair, University of South FL, Tampa, FL, USA
- Department of Medical Engineering, University of South Florida, Tampa, FL, USA
- Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL, USA
| | - Hanwen Wong
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA
| | - Valerie C. Keller
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA
| | - Sean T. Stiennon
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA
| | - Ryan W.B Chang
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA
| | | | - David A. Krause
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA
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Alzouhayli K, Schilaty ND, Nagai T, Rigamonti L, McPherson AL, Holmes B, Bates NA. The effectiveness of clinic versus home-based, artificial intelligence-guided therapy in patients with low back pain: Non-randomized clinical trial. Clin Biomech (Bristol, Avon) 2023; 109:106069. [PMID: 37717557 DOI: 10.1016/j.clinbiomech.2023.106069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 08/10/2023] [Accepted: 08/11/2023] [Indexed: 09/19/2023]
Abstract
BACKGROUND Low back pain is a common cause of disability in the US with increasing financial burden on healthcare. A variety of treatment options exist to combat LBP. Home-based therapy is a low-cost option, but there is a lack of data on how it compares to therapy in clinical settings. It was hypothesized that when using artificial intelligence-guided therapy, supervised in-clinic interventions would have a greater influence on patient-reported outcomes and strength than unsupervised, home interventions. METHODS This is a non-randomized controlled trial of 51 patients (28 female, 23 male). The investigation compared an 8-week, core-focused exercise intervention in a Clinic (supervised) versus Home (unsupervised) setting. Outcome variables included measures of strength, performance, and patient-reported outcomes related to function. Generalized linear regression (p < 0.05) was used to evaluate outcomes were evaluated with respect to sex, intervention setting, and time. FINDINGS Male subjects exhibited greater strength (p ≤ 0.02) but not greater patient-reported outcomes (p ≥ 0.30) than females. The Clinic group exhibited slightly greater lateral pull-down strength (p = 0.002), greater eccentric phase range of motion during overhead press (p < 0.01), and shorter concentric phase duration during bench press (p < 0.01) than the Home group. Significance between groups was not observed in any other strength, performance, or patient-reported outcome (p ≥ 0.11). INTERPRETATION A lack of consistent significance indicated that the hypothesis was not supported. AI-guided, telehealth exercise produced comparable outcomes in both home and clinical settings. Telehealth options may offer a lower-cost alternative to clinic-based exercise therapy for patients with nonspecific lower back pain.
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Affiliation(s)
- Kenan Alzouhayli
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA; College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Nathan D Schilaty
- Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL, USA; Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL, USA
| | - Takashi Nagai
- United States Army Research Institute of Environmental Medicine, Natick, MA, USA
| | - Luca Rigamonti
- Department of Orthopedic Surgery, Policlinico San Pietro, Ponte San Piertro, Italy
| | - April L McPherson
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA; Sports Performance and Research Center, Emory University, Atlanta, GA, USA
| | | | - Nathaniel A Bates
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA; Division of Sports Medicine, Mayo Clinic, Rochester, MN, USA.
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Nagai T, Bates NA, Rigamonti L, Hollman JH, Laskowski ER, Schilaty ND. Effects of neuromuscular and proprioceptive training on self-reported wellness and health scores and knee sensorimotor characteristics in active seniors. J Bodyw Mov Ther 2023; 36:370-379. [PMID: 37949586 DOI: 10.1016/j.jbmt.2023.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/20/2023] [Accepted: 06/05/2023] [Indexed: 11/12/2023]
Abstract
INTRODUCTION Athletes regularly engage in comprehensive neuromuscular and proprioceptive training (NPT) to prevent musculoskeletal (MSK) injuries. NPT exercises such as movement technique, agility, balance, and posture as well as yoga-based stretching and slow/deep breathing have shown added benefits in psychological and other well-being. This study aimed to examine the effects of NPT on knee sensorimotor characteristics and multi-domain wellness and health scores in active seniors. METHODS Twenty seniors participated in the NPT intervention (15-20min session twice a week for 10 weeks) while the control group did not receive any intervention. All participants completed surveys (general health, frailty, anxiety, stress, mindfulness, optimism, and sleep quality) and laboratory testing before and after intervention. Laboratory testing included frailty tests (grip strength, 4-m walk speed, and calcaneal ultrasound-based bone density) and knee sensorimotor characteristics (peak force, visual-motor reaction time, and force steadiness). RESULTS There was significant increase in general mental health (Short Form 36 Mental Health; p = 0.005) and decrease in stress (Perceived Stress Scale; p = 0.010) and sleep disturbances (Pittsburgh Sleep Quality Index; p = 0.019) post-intervention while no significant changes were observed in the control group (p = 0.310-0.654). Peak knee forces in all directions and some visual-motor reaction time and force steadiness were significantly improved post-intervention only in the experimental group (p = 0.001-0.038). CONCLUSION A simple, yet, comprehensive NPT has potential to improve MSK health as well as various domains of well-being among active seniors.
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Affiliation(s)
- Takashi Nagai
- United States Army Research Institute and Environmental Medicine, Natick, MA, USA; Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Department of Orthopaedics, The Ohio State University, Columbus, OH, USA
| | - Luca Rigamonti
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
| | - John H Hollman
- Department of Physical Medicine, Rehabilitation and Division of Sports Medicine, Department of Orthopedics, Mayo Clinic, Rochester, MN, USA
| | - Edward R Laskowski
- Department of Physical Medicine, Rehabilitation and Division of Sports Medicine, Department of Orthopedics, Mayo Clinic, Rochester, MN, USA
| | - Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL, USA; University of South Florida Center for Neuromusculoskeletal Research, Tampa, FL, USA
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Schilaty ND, McPherson AL, Nagai T, Bates NA. Differences in psychological readiness for return to sport after anterior cruciate ligament injury is evident in thigh musculature motor unit characteristics. BMJ Open Sport Exerc Med 2023; 9:e001609. [PMID: 37440978 PMCID: PMC10335479 DOI: 10.1136/bmjsem-2023-001609] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
Background Following anterior cruciate ligament (ACL) injury, many athletes that undergo surgery and 6-9 months of rehabilitation struggle to return to sport. Evidence suggests that psychological factors contribute to this failure to return-to-sport. Objective Determine the motor control relationship between thigh musculature motor unit characteristics and psychological readiness to return to sport between ACL-injured and healthy controls. Study design A longitudinal cohort study. Methods Athletes longitudinally completed the ACL Return to Sport after Injury (ACL-RSI) survey and isometric strength measures with a measurement of electromyography (EMG) of the vastus lateralis, vastus medialis, biceps femoris, and semitendinosus. A score cut-off of 61 on the ACL-RSI was used to divide ACL-injured groups. EMG was decomposed to provide each identified motor unit's characteristics (amplitude, average firing rate, etc). Results Data demonstrated increased average firing rate for hamstrings (p<0.001), decreased average firing rate for vastus lateralis (p<0.001) and decreased motor unit size for both the quadriceps and hamstrings at return-to-sport post-ACL reconstruction compared with sex-matched and age-matched healthy controls (p<0.001). Furthermore, there were marked differences in disparate ACL-RSI scores between ACL-injured athletes. Conclusions At return to sport, ACL-injured athletes have major alterations of thigh musculature motor control, with smaller motor units used by those with low ACL-RSI scores. This study uniquely demonstrates objective thigh muscle motor unit characteristics that coincide with subjective reports of psychological readiness. This information will be important to address psychomotor complexes of injury for future rehabilitation protocols.
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Affiliation(s)
- Nathan D Schilaty
- Department of Neurosurgery & Brain Repair, University of South Florida Tampa Campus, Tampa, Florida, USA
- Medical Engineering, University of South Florida, Tampa, Florida, USA
- Center for Neuromusculoskeletal Research, University of South Florida, Tampa, Florida, USA
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - April L McPherson
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Department of Orthopaedics, The Ohio State University, Columbus, Ohio, USA
- Emory Sports Performance and Research Center, Emory University, Atlanta, Georgia, USA
| | - Takashi Nagai
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Division of Military Performance, USARIEM, Natick, Massachusetts, USA
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Department of Orthopaedics, The Ohio State University, Columbus, Ohio, USA
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Schilaty ND, McPherson AL, Nagai T, Bates NA. Arthrogenic muscle inhibition manifests in thigh musculature motor unit characteristics after anterior cruciate ligament injury. Eur J Sport Sci 2023; 23:840-850. [PMID: 35306977 PMCID: PMC9626399 DOI: 10.1080/17461391.2022.2056520] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Joint trauma induces a presynaptic reflex inhibition termed arthrogenic muscle inhibition (AMI) that prevents complete activation of muscles. Reduced motor unit (MU) output is a hypothesised mechanism for persistent strength deficits. The objective of this study was to determine MU characteristics of thigh musculature and determine how they change with anterior cruciate ligament (ACL) injury compared to healthy controls. A randomised protocol of knee flexion/extension isometric contractions (10-50% maximal voluntary isometric contraction) was performed for each leg with surface EMG 5-pin array electrodes placed on the vastus medialis, vastus lateralis, semitendinosus and biceps femoris. Longitudinal assessments for average rate coding, recruitment thresholds and MU action potentials were acquired at 6-month intervals. With exception of the vastus medialis, all thigh musculature of ACL-injured demonstrated smaller MU action potential peak-to-peak amplitude. For average rate coding, ACL-injured demonstrated lower coding rates than Controls for the quadriceps (p < .05) and higher rates than Controls for the hamstrings (p < .05). These MU characteristics were different from Controls after ACL reconstruction up to 12 months post-surgery, yet maximal strength increased during this time frame. As thigh MU characteristics are known across phases of ACL rehabilitation, future studies can assess these patterns of motor control and their potential to determine risk of re-injury. Further, future rehabilitation can target specific intervention programmes to restore motor control.HighlightsMotor unit strategies of arthrogenic muscle inhibition are characterised for the first time via decomposed EMG.Motor unit deficits of thigh musculature persist throughout all phases of ACL rehabilitation, even after return-to-sport.After ACL injury, motor unit sizes at similar recruitment thresholds were smaller than those of healthy controls.
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Affiliation(s)
- Nathan D. Schilaty
- Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL, USA
- Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL, USA
- Department of Orthopedics, Mayo Clinic, Rochester, MN, USA
| | - April L. McPherson
- Department of Orthopedics, Mayo Clinic, Rochester, MN, USA
- United States Olympic & Paralympic Committee, Colorado Springs, CO, USA
| | - Takashi Nagai
- Department of Orthopedics, Mayo Clinic, Rochester, MN, USA
- United States Army Research Institute of Environmental Medicine, Natick, MA, USA
| | - Nathaniel A. Bates
- Department of Orthopedics, Mayo Clinic, Rochester, MN, USA
- Department of Orthopaedics, The Ohio State University, Columbus, OH, USA
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Mitchell CV, Nagai T, Bates NA, Schilaty ND. Neck strength and force in reaction time task of adolescent athletes with and without concussion history: A pilot study. Phys Ther Sport 2023; 61:192-197. [PMID: 37119609 DOI: 10.1016/j.ptsp.2023.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 04/21/2023] [Accepted: 04/23/2023] [Indexed: 05/01/2023]
Abstract
OBJECTIVES Assess the impact of concussion by comparing reaction time, peak force recruitment, and rate of force development of adolescent athletes returning from concussion against age- and sex-matched controls in visual-elicited neck movement. DESIGN Athletes sat secured in a custom-built isometric device with their heads secured in a helmet and attached to a 6-axis load cell. They performed neck flexion, extension, and lateral flexion in response to a visual cue. Three trials in each direction were used for statistical analyses; peak force and rate of force development were normalized against athlete mass. SETTING Laboratory. PARTICIPANTS 26 adolescent/young adult athletes (8F/18M), either recently concussed (and cleared for return to sport) or an age- and sex-matched healthy control. MAIN OUTCOME MEASURES Reaction time, angle, standard deviation of angle, deviation from target angle, peak force, and RFD over 50, 100, 150,and 200 ms of movement were measured for each trial. RESULTS Concussed athletes had decreased normalized peak force (P = 0.008) and rate of force development (P < 0.001-0.007). In neck extension, concussed athletes also had decreased movement precision (P = 0.012). CONCLUSIONS Concussion is associated with alterations of neck biomechanics that decrease overall neck strength.
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Affiliation(s)
| | - Takashi Nagai
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; United States Army Research Institute of Environmental Medicine, Natick, MA, USA
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Department of Orthopaedics, The Ohio State University, Columbus, OH, USA
| | - Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL, USA; Department of Medical Engineering, University of South Florida, Tampa, FL, USA; Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL, USA.
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Chaney GK, Krause DA, Hollman JH, Anderson VA, Heider SE, Thomez S, Vaughn SN, Schilaty ND. Recurrence quantification analysis of isokinetic strength tests: A comparison of the anterior cruciate ligament reconstructed and the uninjured limb. Clin Biomech (Bristol, Avon) 2023; 104:105929. [PMID: 36893524 PMCID: PMC10122704 DOI: 10.1016/j.clinbiomech.2023.105929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 02/27/2023] [Accepted: 02/28/2023] [Indexed: 03/11/2023]
Abstract
BACKGROUND Despite widespread use of return to sport testing following anterior cruciate ligament reconstruction, studies suggest inadequacy in current testing criteria, such as limb symmetry index calculations, to determine athletes' readiness to return to play. Recurrence quantification analysis, an emerging non-linear data analysis tool, may reveal subtle neuromuscular differences between the injured and uninjured limb that are not captured by traditional testing. We hypothesized that isokinetic torque curve data of the injured limb would demonstrate lower determinism and entropy as compared to the uninjured limb. METHODS 102 patients (44 M, 58F, 10 ± 1 months post-anterior cruciate ligament reconstruction) underwent isokinetic quadriceps strength testing using a HumacNorm dynamometer. Patients completed maximum effort knee extension and flexion at 60°/sec. Data were post-processed with a MATLAB CRQA Graphical User Interface and determinism and entropy values were extracted. Paired-sample t-tests (α = 0.05) were used to compare data from the injured and uninjured limb. FINDINGS Determinism and entropy values in the torque curves were lower in the injured limb than the uninjured limb (p < 0.001). Our findings indicate there is less predictability and complexity present in the torque signals of injured limbs. INTERPRETATION Recurrence quantification analysis can be used to assess neuromuscular differences between limbs in patients who have undergone anterior cruciate ligament reconstruction. Our findings offer further evidence that there are changes to the neuromuscular system which persist following reconstruction. Further investigation is needed to establish thresholds of determinism and entropy values needed for safe return to sport and to evaluate the utility of recurrence quantification analysis as a return to sport criterion.
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Affiliation(s)
- Grace K Chaney
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
| | - David A Krause
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic, Rochester, MN, USA; Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA
| | - John H Hollman
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic, Rochester, MN, USA; Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA
| | - Vanessa A Anderson
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Sarah E Heider
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Sean Thomez
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Shaelyn N Vaughn
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Nathan D Schilaty
- Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL, USA; Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL, USA; Department of Medical Engineering, University of South Florida, Tampa, FL, USA.
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Bates NA, Huffman A, Goodyear E, Nagai T, Rigamonti L, Breuer L, Holmes BD, Schilaty ND. Physical clinical care and artificial-intelligence-guided core resistance training improve endurance and patient-reported outcomes in subjects with lower back pain. Clin Biomech (Bristol, Avon) 2023; 103:105902. [PMID: 36805199 DOI: 10.1016/j.clinbiomech.2023.105902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 01/19/2023] [Accepted: 01/30/2023] [Indexed: 02/23/2023]
Abstract
BACKGROUND Low back pain is an extremely prevalent issue with an extensive impact, ranging from decreased quality of life to lost years of productivity. Many interventions have been developed to alleviate chronic lower back pain, yet it remains a widespread problem. The objective of this study was to examine the role of artificial intelligence guided resistance training relative to clinical variables in subjects experiencing lower back pain. METHODS 69 out of 108 enrolled and 92 accrued subjects completed the 8-week intervention. Subjects were randomized into four groups (Control, Training, Clinical, or Combined). The Training cohort received supervised artificial-intelligence-guided core-focused resistance training while the Clinical group received clinical care. The Combined group received both clinical care and artificial-intelligence-guided training and the Control group received no treatment. Participants were evaluated using functional testing and patient-reported outcomes at baseline, 4 weeks, and 8 weeks. FINDINGS In the clinical tests, the Clinical and Combined cohorts showed increased total time for isometric extensor endurance and the Clinical cohort increased total distance traveled in the 6-min walk test at 8 weeks. The Training, Clinical, and Combined groups showed improvements in Patient-reported outcomes after 8 weeks. Most of the significant improvements were only seen at the 8-week evaluation for both the clinical evaluations and Patient-reported outcomes. The Control group did not show significant improvements in any outcome measures. INTERPRETATION The present data indicate that core-focused interventions, including artificial-intelligence-guided moderate-resistance exercise, can increase objective functional outcomes and patient satisfaction using Patient-reported outcomes in individuals with lower back pain.
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Affiliation(s)
- Nathaniel A Bates
- Department of Orthopaedics, The Ohio State University Wexner Medical Center, Columbus, OH, USA; Division of Sports Medicine, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
| | - Allison Huffman
- The Ohio State University School of Medicine, Columbus, OH, USA
| | - Evelyn Goodyear
- The Ohio State University School of Medicine, Columbus, OH, USA
| | - Takashi Nagai
- Division of Sports Medicine, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; United States Army Research Institute of Environmental Medicine, Natick, MA, United States of America
| | - Luca Rigamonti
- Division of Sports Medicine, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Department of Orthopedic Surgery, Policlinico San Pietro, Ponte San Pietro, Italy
| | - Logan Breuer
- Division of Sports Medicine, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
| | | | - Nathan D Schilaty
- Division of Sports Medicine, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA; Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL, USA; Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL, USA
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McPherson AL, Schilaty ND, Anderson S, Nagai T, Bates NA. Arthrogenic muscle inhibition after anterior cruciate ligament injury: Injured and uninjured limb recovery over time. Front Sports Act Living 2023; 5:1143376. [PMID: 37025459 PMCID: PMC10072230 DOI: 10.3389/fspor.2023.1143376] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 02/15/2023] [Indexed: 04/08/2023] Open
Abstract
Introduction It is well documented that marked weakness of the quadriceps is present after knee joint injury. This joint trauma induces a presynaptic reflex inhibition of musculature surrounding the joint, termed arthrogenic muscle inhibition (AMI). The extent to which anterior cruciate ligament (ACL) injury affects thigh musculature motor unit activity, which may affect restoration of thigh muscle strength after injury, is undetermined. Methods A randomized protocol of knee flexion and extension isometric contractions (10%-50% maximal voluntary isometric contraction) were performed for each leg on 54 subjects with electromyography array electrodes placed on the vastus medialis, vastus lateralis, semitendinosus, and biceps femoris. Longitudinal assessments for motor unit recruitment and average firing rate were acquired at 6-month intervals for 1 year post ACL injury. Results The ACL-injured population demonstrated smaller quadriceps and hamstrings motor unit size (assessed via motor unit action potential peak-to-peak amplitude) and altered firing rate activity in both injured and uninjured limbs compared to healthy controls. Motor unit activity remained altered compared to healthy controls at 12 months post ACL reconstruction (ACLR). Discussion Motor unit activity was altered after ACLR up to 12 months post-surgery. Further research is warranted to optimize rehabilitation interventions that adequately address altered motor unit activity and improve safety and success with return to sport after ACLR. In the interim, evidence based clinical reasoning with a focus on development of muscular strength and power capacity should be the impetus behind rehabilitation programming to address motor control deficits.
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Affiliation(s)
- April L. McPherson
- Emory Sport Performance and Research Center, Emory University, Flowery Branch, GA, United States
- Department of Orthopaedics, The Ohio State University, Columbus, OH, United States
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, United States
- Correspondence: April L. McPherson
| | - Nathan D. Schilaty
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, United States
- Department of Physical Medicine & Rehabilitation, Rochester, MN, United States
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
- Sports Medicine Center, Mayo Clinic, Rochester, MN, United States
- Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL, United States
- Department of Medical Engineering, University of South Florida, Tampa, FL, United States
| | - Sarah Anderson
- Department of Physical Medicine & Rehabilitation, Rochester, MN, United States
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
- Sports Medicine Center, Mayo Clinic, Rochester, MN, United States
| | - Takashi Nagai
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
- Sports Medicine Center, Mayo Clinic, Rochester, MN, United States
- United States Army Research Institute of Environmental Medicine, Natick, MA, United States
| | - Nathaniel A. Bates
- Department of Orthopaedics, The Ohio State University, Columbus, OH, United States
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, United States
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
- Sports Medicine Center, Mayo Clinic, Rochester, MN, United States
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Hollman JH, Buenger NG, DeSautel SG, Chen VC, Koehler LR, Schilaty ND. Altered neuromuscular control in the vastus medialis following anterior cruciate ligament injury: A recurrence quantification analysis of electromyogram recruitment. Clin Biomech (Bristol, Avon) 2022; 100:105798. [PMID: 36244098 PMCID: PMC10958231 DOI: 10.1016/j.clinbiomech.2022.105798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/30/2022] [Accepted: 10/07/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND Neuromuscular deficits exist following anterior cruciate ligament (ACL) injury. To observe these deficits, we examined nonlinear characteristics of vastus medialis electromyography (EMG) signals during submaximal isometric knee extensor contractions. Our purpose was to examine if determinism and entropy in EMG signals reflected neuromuscular control deficits in individuals with ACL-deficient limbs. METHODS 24 participants (12 male, 12 female, mean age = 18.8 ± 3.1 years) with unilaterally injured ACLs and 25 age-similar healthy controls (11 male, 14 female, mean age = 18.8 ± 3.1 years) volunteered. Isometric knee extensions were tested at 10%, 25%, 35%, and 50% maximum voluntary contractions. Surface electrodes adhered over the vastus medialis captured EMG signals. EMG data were processed with recurrence quantification analyses. Specifically, determinism (an index of system predictability) and entropy (an index of system disorder) were calculated from recurrence plots. FINDINGS Determinism and entropy in EMG signals were lower in the injured than uninjured limb, and lower than that from healthy controls (P < .05). INTERPRETATION Vastus medialis EMG signals from the injured limb were less predictable and less complex than those from healthy limbs. The findings reflect impaired neuromuscular control in the injured limb's quadriceps and are consistent with a 'loss of complexity' hypothesis in physiologic signals emanating from pathologic states. Determinism and entropy in EMG signals may represent biomarkers of one's neuromuscular control system.
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Affiliation(s)
- John H Hollman
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic College of Medicine and Science, Rochester, MN, USA; Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN, USA.
| | - Natalie G Buenger
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Sarah G DeSautel
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Vikki C Chen
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Lauren R Koehler
- Program in Physical Therapy, Mayo Clinic School of Health Sciences, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Nathan D Schilaty
- Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, FL, USA; Center for Neuromusculoskeletal Research, University of South Florida, Tampa, FL, USA
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Cummings P, Schilaty ND, Nagai T, Rigamonti L, Ueno R, Bates NA. Application of Shear-Wave Elastography in the Evaluation of Hamstring Stiffness in Young Basketball Athletes. Int J Sports Phys Ther 2022; 17:1236-1248. [PMID: 36518841 PMCID: PMC9718691 DOI: 10.26603/001c.55757] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 08/09/2022] [Indexed: 11/11/2023] Open
Abstract
Background Previous literature has postulated a relationship between greater hamstring stiffness and a higher risk of sustaining injury. Shear wave elastography (SWE) presents a relatively new means for non-invasive evaluation of soft tissue elasticity pre- and post- injury or intervention. Purpose 1. To establish baseline hamstring stiffness measures for young competitive athletes and (2) determine effect of targeted neuromuscular training (TNMT) on shear wave stiffness of the hamstring. Study Design Un-blinded, prospective, non-randomized, cohort study. Methods Six-hundred forty-two lower extremities from 321 high school and collegiate basketball athletes (177 F: 139 M) were examined for hamstring stiffness prior to the start of their competitive basketball season. Teams were cluster assigned to either the control or intervention (TNMT) group. Subjects in the control group underwent regular season activities as directed, with no influence from the research team. For the TNMT group, the research team introduced a hamstring targeted dynamic warm-up program as an intervention focused on activating the hamstring musculature. Results Collegiate status was significant to hamstring stiffness for both sexes (p ≤ 0.02), but hamstring stiffness did not correlate to age or sex (r2 ≤ 0.08). Intervention was a significant factor to hamstring stiffness when the hip was positioned in extension (p ≤ 0.01), but not in deeper flexion (p = 0.12). This effect was sex-specific as TNMT influenced hamstring stiffness in females (p = 0.03), but not in males (p ≥ 0.13). Control athletes suffered three HAM injuries; TNMT athletes suffered 0 hamstring injuries. Conclusion Higher SWE measurements correlated with increased risk of injury, male sex, and collegiate athletics. TNMT intervention can lessen muscle stiffness which may reduce relate to injury incidence. Intervention effectiveness may be sex specific. Level of Evidence II.
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Affiliation(s)
- Paige Cummings
- Department of Orthopedic Surgery Mayo Clinic
- Alix School of Medicine Mayo Clinic
| | - Nathan D Schilaty
- Department of Orthopedic Surgery Mayo Clinic
- Department of Neurosurgery & Brain Repair University of South Florida
- Center for Neuromusculoskeletal Research University of South Florida
| | - Takashi Nagai
- United States Army Research Institute of Environmental Medicine
| | - Luca Rigamonti
- School of Medicine and Surgery University of Milano-Bicocca
| | - Ryo Ueno
- Department of Sport Science University of Innsbruck
| | - Nathaniel A Bates
- Department of Orthopedic Surgery Mayo Clinic
- Department of Orthopaedics The Ohio State University Wexner Medical Center
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15
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Bates NA, Huffman A, Goodyear E, Nagai T, Rigamonti L, Breuer L, Holmes B, Schilaty ND. Clinical Care And Artificial-intelligence-guided Resistance Training Improve Functionality In Lower Back Pain. Med Sci Sports Exerc 2022. [DOI: 10.1249/01.mss.0000883468.25599.b3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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16
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Schilaty ND, Savoldi F, Nasr Z, Weinshenker BG. Neuromotor control associates with muscle weakness observed with McArdle sign of multiple sclerosis. Ann Clin Transl Neurol 2022; 9:515-528. [PMID: 35289110 PMCID: PMC8994990 DOI: 10.1002/acn3.51526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/20/2022] [Accepted: 02/05/2022] [Indexed: 11/07/2022] Open
Abstract
OBJECTIVE Multiple Sclerosis (MS) is often accompanied by myelopathy, which may be associated with progressive worsening. A specific finding of MS-associated myelopathy is McArdle sign, wherein neck flexion is associated with prominent increased limb weakness relative to that detected with neck extension. In this study, we characterized neuromotor control properties of finger extensors in association with the McArdle sign. METHODS A custom-built device was utilized to monitor torque production of the wrist extensors with simultaneous recording of surface electromyography of the extensor digitorum. The electromyography was decomposed and analyzed via both linear and nominal regressions. RESULTS Linear regressions demonstrated a strong difference between groups for MS from healthy controls and other myelopathies for motor unit action potential amplitude and average firing rate (p < 0.001). Further, linear regression demonstrated good correlations of neuromotor variables to mechanical torque output (0.24 ≤ R2 ≤ 0.76). Nominal regression distinguished MS from healthy controls with an AUC of 0.87, specificity of 0.97, and sensitivity of 0.64. Nominal regression of MS from other myelopathies demonstrated an AUC of 0.88, specificity of 0.85, and sensitivity of 0.79. INTERPRETATION These data demonstrate the neuromotor control factors that largely determine muscle force production change with the observation of McArdle sign; these neuromotor control factors can differentiate MS from both healthy controls and other myelopathy conditions.
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Affiliation(s)
- Nathan D Schilaty
- Department of Neurosurgery & Brain Repair, University of South Florida, Tampa, Florida, USA.,Center for Neuromusculoskeletal Research, University of South Florida, Tampa, Florida, USA
| | - Filippo Savoldi
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Zahra Nasr
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
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Yorgason JT, Wadsworth HA, Anderson EJ, Williams BM, Brundage JN, Hedges DM, Stockard AL, Jones ST, Arthur SB, Hansen DM, Schilaty ND, Jang EY, Lee AM, Wallner M, Steffensen SC. Modulation of dopamine release by ethanol is mediated by atypical GABA A receptors on cholinergic interneurons in the nucleus accumbens. Addict Biol 2022; 27:e13108. [PMID: 34713509 DOI: 10.1111/adb.13108] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 08/31/2021] [Accepted: 09/24/2021] [Indexed: 12/18/2022]
Abstract
Previous studies indicate that moderate-to-high ethanol (EtOH) concentrations enhance dopamine (DA) neurotransmission in the mesolimbic DA system from the ventral tegmental area (VTA) and projecting to the nucleus accumbens core (NAc). However, voltammetry studies demonstrate that moderate-to-high EtOH concentrations decrease evoked DA release at NAc terminals. The involvement of γ-aminobutyric acid (GABA) receptors (GABAA Rs), glycine (GLY) receptors (GLYRs) and cholinergic interneurons (CINs) in mediating EtOH inhibition of evoked NAc DA release were examined. Fast scan cyclic voltammetry, electrophysiology, optogenetics and immunohistochemistry techniques were used to evaluate the effects of acute and chronic EtOH exposure on DA release and CIN activity in C57/BL6, CD-1, transgenic mice and δ-subunit knockout (KO) mice (δ-/-). Ethanol decreased DA release in mice with an IC50 of 80 mM ex vivo and 2.0 g/kg in vivo. GABA and GLY decreased evoked DA release at 1-10 mM. Typical GABAA R agonists inhibited DA release at high concentrations. Typical GABAA R antagonists had minimal effects on EtOH inhibition of evoked DA release. However, EtOH inhibition of DA release was blocked by the α4 β3 δ GABAA R antagonist Ro15-4513, the GLYR antagonist strychnine and by the GABA ρ1 (Rho-1) antagonist TPMPA (10 μM) and reduced significantly in GABAA R δ-/- mice. Rho-1 expression was observed in CINs. Ethanol inhibited GABAergic synaptic input to CINs from the VTA and enhanced firing rate, both of which were blocked by TPMPA. Results herein suggest that EtOH inhibition of DA release in the NAc is modulated by GLYRs and atypical GABAA Rs on CINs containing δ- and Rho-subunits.
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Affiliation(s)
- Jordan T Yorgason
- Department of Cellular Biology and Physiology, Brigham Young University, Provo, Utah, USA
| | - Hillary A Wadsworth
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
| | - Elizabeth J Anderson
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
| | - Benjamin M Williams
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
| | - James N Brundage
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
| | - David M Hedges
- Enterprise Information Management, Billings Clinic, Billings, Montana, USA
| | - Alyssa L Stockard
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
| | - Stephen T Jones
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
| | - Summer B Arthur
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
| | - David Micah Hansen
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
| | - Nathan D Schilaty
- Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
| | - Eun Young Jang
- Research Center for Convergence Toxicology, Korea Institute of Toxicology, Daejeon, South Korea
| | - Anna M Lee
- Department of Pharmacology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Martin Wallner
- Department of Molecular and Medical Pharmacology, University of California Los Angeles, Los Angeles, California, USA
| | - Scott C Steffensen
- Department of Psychology and Center for Neuroscience, Brigham Young University, Provo, Utah, USA
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Ueno R, Navacchia A, Schilaty ND, Myer GD, Hewett TE, Bates NA. Hamstrings Contraction Regulates the Magnitude and Timing of the Peak ACL Loading During the Drop Vertical Jump in Female Athletes. Orthop J Sports Med 2021; 9:23259671211034487. [PMID: 34604430 PMCID: PMC8485303 DOI: 10.1177/23259671211034487] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 04/30/2021] [Indexed: 01/14/2023] Open
Abstract
Background Anterior cruciate ligament (ACL) injury reduction training has focused on lower body strengthening and landing stabilization. In vitro studies have shown that quadriceps forces increase ACL strain, and hamstring forces decrease ACL strain. However, the magnitude of the effect of the quadriceps and hamstrings forces on ACL loading and its timing during in vivo landings remains unclear. Purpose To investigate the effect and timing of knee muscle forces on ACL loading during landing. Study Design Descriptive laboratory study. Methods A total of 13 young female athletes performed drop vertical jump trials, and their movements were recorded with 3-dimensional motion capture. Lower limb joint motion and muscle forces were estimated with OpenSim and applied to a musculoskeletal finite element (FE) model to estimate ACL loading during landings. The FE simulations were performed with 5 different conditions that included/excluded kinematics, ground-reaction force (GRF), and muscle forces. Results Simulation of landing kinematics without GRF or muscle forces yielded an estimated median ACL strain and force of 5.1% and 282.6 N. Addition of GRF to kinematic simulations increased ACL strain and force to 6.8% and 418.4 N (P < .05). Addition of quadriceps force to kinematics + GRF simulations nonsignificantly increased ACL strain and force to 7.2% and 478.5 N. Addition of hamstrings force to kinematics + GRF simulations decreased ACL strain and force to 2.6% and 171.4 N (P < .001). Addition of all muscles to kinematics + GRF simulations decreased ACL strain and force to 3.3% and 195.1 N (P < .001). With hamstrings force, ACL loading decreased from initial contact (time of peak: 1-18 milliseconds) while ACL loading without hamstrings force peaked at 47 to 98 milliseconds after initial contact (P = .024-.001). The knee flexion angle increased from 20.9° to 73.1° within 100 milliseconds after initial contact. Conclusion Hamstrings activation had greater effect relative to GRF and quadriceps activation on ACL loading, which significantly decreased and regulated the magnitude and timing of ACL loading during in vivo landings. Clinical Relevance Clinical training should focus on strategies that influence increased hamstrings activation during landing to reduce ACL loads.
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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
- Smith & Nephew, San Clemente, California, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathan D Schilaty
- Smith & Nephew, San Clemente, California, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
| | - Gregory D Myer
- Emory Sport Performance and Research Center, Flowery Branch, Georgia, USA.,Emory Sports Medicine Center, Atlanta, Georgia, USA.,Department of Orthopaedics, Emory University School of Medicine, Atlanta, Georgia, 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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Nagai T, Bates N, McPherson A, Hale R, Hewett T, Schilaty ND. Effects of Sex and Age on Quadriceps and Hamstring Strength and Flexibility in High School Basketball Athletes. Int J Sports Phys Ther 2021; 16:1302-1312. [PMID: 34631251 PMCID: PMC8486399 DOI: 10.26603/001c.27986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 06/15/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Eccentric hamstring strength and hamstring/quadriceps strength ratios have been identified as modifiable risk factors of hamstring strains. Additionally, those strength and flexibility characteristics are commonly used as clinical tests to monitor progress of athletes with acute or chronic hamstring strains. Although hamstring strains are common among basketball athletes, normative values of knee strength and flexibility characteristics are scarce. Normative values for these athletes would be important in prevention and management of hamstring strains. PURPOSE To establish quadriceps and hamstring isokinetic strength and flexibility values among high school basketball athletes and examine the effects of sex and age. STUDY DESIGN Cross-sectional research. METHODS Isokinetic knee muscular strength (concentric quadriceps [QuadC], concentric hamstring [HamC], eccentric hamstring [HamE], and strength ratios ([HamC/QuadC and HamE/Quad]), flexibility of hip flexors and quadriceps during a Modified Thomas test, and flexibility of hip extensors and hamstring during passive straight leg raise (SLR) and passive knee extension (PKE) tests were measured. Effects of sex and age were analyzed using t-tests and analysis of variance, respectively with Bonferroni corrected post hoc tests (p≤0.01). RESULTS A total of 172 high school basketball athletes (64 males/108 females; mean age (range): 15.7 (14-18) years old) participated in the study. Male athletes were significantly stronger than female athletes (QuadC: p<0.001; HamC: p<0.001) while no differences were observed in strength ratio (HamC/QuadC: p=0.759-0.816; HamE/QuadC: p=0.022-0.061). Among male athletes, a significant effect of age on quadriceps and hamstring strength was observed: older male athletes were stronger than younger male athletes. Contrarily, there were no effects of age on strength among female athletes. There were significant sex differences in quadriceps flexibility, SLR, and PKE (female athletes were more flexible; p=0.001-0.005) while no sex differences were found in hip flexor flexibility (p=0.105-0.164). There were no effects of age for any flexibility variables within male and female athletes (p=0.151-0.984). CONCLUSION The current results provide normative values for hamstring strength and flexibility in high school basketball athletes. These normative values may further assist sports medicine specialists to develop screening tests, interventions, and return-to-sport criteria in this population. LEVEL OF EVIDENCE 3B.
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Affiliation(s)
- Takashi Nagai
- United States Army Research Institute of Environmental Medicine; Mayo Clinic
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20
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Nagai T, Schilaty ND, Bates NA, Bies NJ, McPherson AL, Hewett TE. High school female basketball athletes exhibit decreased knee-specific choice visual-motor reaction time. Scand J Med Sci Sports 2021; 31:1699-1707. [PMID: 33908068 DOI: 10.1111/sms.13978] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 04/14/2021] [Accepted: 04/16/2021] [Indexed: 11/29/2022]
Abstract
Weaker hamstrings muscular forces and lower ratio of the hamstrings/quadriceps muscular forces in female athletes have been identified as modifiable risk factors for anterior cruciate ligament (ACL) injuries. However, sex differences in athletes' ability to react to visual cues (Choice Visual-Motor Reaction Time: VMRT) and to generate knee muscular forces (rate of force development: RFD) immediately following the visual cues were largely unknown. Therefore, the purpose of the study was to examine sex differences in Choice VMRT and RFD. A total of 50 high school basketball athletes (26F/24 M) participated in the study. Subjects sat in the knee dynamometer chair with their knee secured at 70° of knee flexion and performed knee extension or flexion maximum voluntary isometric contractions immediately after they saw the visual cue: "UP" or "DOWN" arrows, respectively. Choice VMRT was defined as the time between the visual cue and the initiation of muscular force development (>5Newtons). RFD was calculated by dividing the changes in forces over the changes in time at four time points (0-50/100/150/200 ms). Peak muscular forces and RFD were normalized to their body mass. Average of three trials in each direction (flexion and extension) in each leg was used for statistical analyses. Females had significantly slower Choice VMRT (p < 0.001-0.027) and lower knee extension RFD at 100 ms (p = 0.005). In addition, females had significantly higher knee flexion/extension ratio than males in late RFD (150 ms and 200 ms) (p < 0.004). The current study has provided additional sensorimotor characteristics of athletes and sexes in addition to their knee muscular characteristics.
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Affiliation(s)
- Takashi Nagai
- United States Army Research Institute of Environmental Medicine, Natick, MA, USA.,Mayo Clinic, Rochester, MN, USA
| | | | | | | | - April L McPherson
- United States Olympic & Paralympic Committee, Colorado Springs, CO, USA
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22
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Doyle TLA, Schilaty ND, Webster KE, Hewett TE. Time of Season and Game Segment Is Not Related to Likelihood of Lower-Limb Injuries: A Meta-Analysis. Clin J Sport Med 2021; 31:304-312. [PMID: 31415020 DOI: 10.1097/jsm.0000000000000752] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 03/19/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Fatigue due to game play is often cited as a factor in musculoskeletal injuries; however, it is unclear whether or not this view is supported by published research findings. Given the importance researchers and practitioners place on the potential effects of game play with respect to injury, it is important to understand what inferences can be drawn from the collective research in this realm. This meta-analysis will consider the time of season and segment of the game, as it relates anterior cruciate ligament (ACL), groin, and hamstring injury occurrence. DATA SOURCES Database searches were run in PubMed, MEDLINE, SportDiscus, CINAHL, and Ausport, in addition to the inclusion of articles identified manually. STUDY SELECTION Search terms were chosen to identify articles related to each of the 3 injuries of interest. There were no date limitations placed on the articles, as such, all published articles listed in the databases up to November 2017 were eligible for selection if they met the search criteria. DATA EXTRACTION Initial searches yielded 1349 articles, and this was eventually reduced to 15 articles deemed suitable for inclusion in the meta-analysis, which provided 21 data sets. DATA SYNTHESIS Comparing the first half with the second half of the season, there were no differences in ACL, groin, or hamstring injury occurrences [ACL: odds ratio (OR), 1.27; confidence interval (CI), 0.43-3.78, groin: OR, 1.79; CI, 0.63-5.06, and hamstring: OR, 1.16; CI, 0.88-1.53]. Similarly, there were no differences in injury occurrence between the first and second halves of the game for the ACL or hamstring injuries (ACL: OR, 0.43; CI, 0.47-7.92, hamstring: OR, 0.85; CI, 0.58-1.24). CONCLUSIONS Findings from this meta-analysis determined that time in season or time in game does not influence risk of the ACL, groin, or hamstring injury. Commonly, many studies did not provide sufficient detail to be included in the meta-analysis. Consequently, it is recommended that future studies report data related to the timing of the injury within the season or game.
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Affiliation(s)
- Tim L A Doyle
- Department of Health Professions, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Nathan D Schilaty
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota; and
| | - Kate E Webster
- School of Allied Health, La Trobe University, Bundoora, Victoria, Australia
| | - Timothy E Hewett
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota; and
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23
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Hedges DM, Yorgason JT, Perez AW, Schilaty ND, Williams BM, Watt RK, Steffensen SC. Spontaneous Formation of Melanin from Dopamine in the Presence of Iron. Antioxidants (Basel) 2020; 9:E1285. [PMID: 33339254 PMCID: PMC7766172 DOI: 10.3390/antiox9121285] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 12/11/2020] [Accepted: 12/14/2020] [Indexed: 02/06/2023] Open
Abstract
Parkinson's disease is associated with degeneration of neuromelanin (NM)-containing substantia nigra dopamine (DA) neurons and subsequent decreases in striatal DA transmission. Dopamine spontaneously forms a melanin through a process called melanogenesis. The present study examines conditions that promote/prevent DA melanogenesis. The kinetics, intermediates, and products of DA conversion to melanin in vitro, and DA melanogenesis under varying levels of Fe3+, pro-oxidants, and antioxidants were examined. The rate of melanogenesis for DA was substantially greater than related catecholamines norepinephrine and epinephrine and their precursor amino acids tyrosine and l-Dopa as measured by UV-IR spectrophotometry. Dopamine melanogenesis was concentration dependent on the pro-oxidant species and Fe3+. Melanogenesis was enhanced by the pro-oxidant hydrogen peroxide (EC50 = 500 μM) and decreased by the antioxidants ascorbate (IC50 = 10 μM) and glutathione (GSH; IC50 = 5 μM). Spectrophotometric results were corroborated by tuning a fast-scan cyclic voltammetry system to monitor DA melanogenesis. Evoked DA release in striatal brain slices resulted in NM formation that was prevented by GSH. These findings suggest that DA melanogenesis occurs spontaneously under physiologically-relevant conditions of oxidative stress and that NM may act as a marker of past exposure to oxidative stress.
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Affiliation(s)
- David M. Hedges
- Enterprise Information Management, Billings Clinic, 2800 10th Avenue North, Billings, MT 59101, USA;
- Department of Chemistry and Biochemistry, C100 BNSN, Brigham Young University, Provo, UT 84602, USA;
| | - Jordan T. Yorgason
- Department of Physiology and Developmental Biology, 4005 LSB, Brigham Young University, Provo, UT 84602, USA;
- Neuroscience Program, S-192 ESC, Brigham Young University, Provo, UT 84602, USA; (A.W.P.); (N.D.S.); (B.M.W.)
| | - Andrew W. Perez
- Neuroscience Program, S-192 ESC, Brigham Young University, Provo, UT 84602, USA; (A.W.P.); (N.D.S.); (B.M.W.)
| | - Nathan D. Schilaty
- Neuroscience Program, S-192 ESC, Brigham Young University, Provo, UT 84602, USA; (A.W.P.); (N.D.S.); (B.M.W.)
- Department of Psychology, 1001 KMBL, Brigham Young University, Provo, UT 84602, USA
- Department of Orthopedic Surgery, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA
| | - Benjamin M. Williams
- Neuroscience Program, S-192 ESC, Brigham Young University, Provo, UT 84602, USA; (A.W.P.); (N.D.S.); (B.M.W.)
| | - Richard K. Watt
- Department of Chemistry and Biochemistry, C100 BNSN, Brigham Young University, Provo, UT 84602, USA;
| | - Scott C. Steffensen
- Neuroscience Program, S-192 ESC, Brigham Young University, Provo, UT 84602, USA; (A.W.P.); (N.D.S.); (B.M.W.)
- Department of Psychology, 1001 KMBL, Brigham Young University, Provo, UT 84602, 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] [What about the content of this article? (0)] [Affiliation(s)] [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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26
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Ueno R, Nagai T, Bates NA, Hewett TE, Schilaty ND. Sex differences in passive and active stiffness of the knee flexor muscles during dynamic perturbation test: principal component analysis. Somatosens Mot Res 2020; 37:293-299. [PMID: 32964763 DOI: 10.1080/08990220.2020.1824905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
PURPOSE The sensorimotor system is a subcomponent of the comprehensive motor control system of the body. However, the complex nature of the sensorimotor system makes it difficult to interpret findings for clinical application. The purpose of this study was to utilize principal component analysis (PCA) to identify sex differences and relationships between sensorimotor variables during a dynamic perturbation. MATERIALS AND METHODS Thirty physically active individuals (15 males and 15 females) were blindfolded and positioned on an isokinetic dynamometer with their knee flexed to 70°. At random, the dynamometer moved rapidly towards knee extension. Subjects were asked to resist the dynamometer as it would randomly and rapidly move towards knee extension. Torque and position values were used to calculate stiffness values. RESULTS PCA revealed sex differences in two principal components (PCs): PC2 in female was comprised from higher position, torque, and time values (p = .038), PC4 in females was comprised from higher active stiffness and lower short-range stiffness values (p = .032) compared to males. Torque at the resting position was correlated to the short-range passive stiffness (ρ = 0.539, p = .002), time to peak torque (ρ = -0.375, p = .003), and reactive stiffness (ρ = 0.526, p = .041). CONCLUSIONS Females had later reaction time and lower short-range passive stiffness and they resisted the dynamometer by their voluntary activation compared to the males thus requiring muscle activation for meaningful response. In addition, the higher resting muscle activities may correlate to short-range passive stiffness and quicker active stiffness. Abbreviations: ACL: anterior cruciate ligament; EEG: electroencephalogram; EMG: electromyography; ICC: intraclass correlation coefficient; MDC95: minimally detectable differences at 95% confidence intervals; PC: principal component; PCA: principal component analysis; POS50: position value at 50 ms; POS100: position value at 100 ms; POSprop: position value at TIMEprop; POSpk: position value at TIMEpk; POSprop-pk: position difference between POSprop and POSpk; SEM: standard error of measurements; STIFF50: short-range-stiffness at 50 ms; STIFF100: short-range-stiffness at 100 ms; STIFFreac: reactive knee stiffness (stiffness between TIMEprop to TIMEpk); TIMEprop: threshold-to-detect passive movement as the time point; TIMEpk: time at which peak hamstrings torque occurred; TIMEprop-pk: time between TIMEprop to TIMEpk; TORQ0: torque value at time zero; TORQ50: torque value at 50 ms; TORQ100: torque value at 100 ms; TORQprop: torque value at TIMEprop; TORQpk: torque value at TIMEpk; TORQ50diff: torque difference between TORQ0 and TORQ50; TORQ100diff: torque difference between TORQ0 and TORQ100.
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Affiliation(s)
- Ryo Ueno
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.,Sports Medicine Center, Mayo Clinic, Rochester, MN, USA.,Department of Sport Science, University of Innsbruck, Innsbruck, Austria
| | - Takashi Nagai
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.,Sports Medicine Center, Mayo Clinic, Rochester, MN, 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
| | - Timothy E Hewett
- Sparta Science, Menlo Park, CA, USA.,The Rocky Mountain Consortium for Sports Research, Edwards, CO, USA
| | - 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
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McPherson AL, Nagai T, Schilaty ND, Hale R, Hewett TE, Bates NA. High school male basketball athletes exhibit greater hamstring muscle stiffness than females as assessed with shear wave elastography. Skeletal Radiol 2020; 49:1231-1237. [PMID: 32123955 PMCID: PMC7305958 DOI: 10.1007/s00256-020-03397-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 01/30/2020] [Accepted: 02/07/2020] [Indexed: 02/02/2023]
Abstract
OBJECTIVE The purpose of this study was to characterize lower extremity passive muscle stiffness in a young, healthy, athletic population. It was hypothesized that males would exhibit greater stiffness than females and that hamstring stiffness would increase with increased passive hamstring stretch. METHODS Male (n = 52, age 16.0 ± 1.3 years, height 180.3 ± 7.9 cm, weight 73.1 ± 11.8 kg) and female (n = 89, age 15.6 ± 1.3 years, height 169.7 ± 8.1 cm, weight 65.2 ± 13.2 kg) high school basketball athletes were recruited for this study. Shear wave elastography (SWE) was used to measure shear wave velocity (m/s) of the biceps femoris muscle at three leg positions (40%, 60%, and 80%) of the maximum passive 90-90 straight-leg raise position for each leg. Hamstring stiffness (kPa) was quantified from the SWE elastogram using custom processing software. RESULTS Hamstring stiffness was significantly greater for males than females at every position on both the dominant and non-dominant limbs (p < 0.05). Hamstring stiffness was greater on the non-dominant limb than the dominant for females at the 40% position. Stiffness at 60% was greater than stiffness at 40% for males on both the dominant and non-dominant limbs. However, stiffness at 60% was greater than stiffness at 80% on the male non-dominant limb. Females demonstrated higher stiffness at 40% than both 60% and 80% for the dominant and non-dominant limbs. CONCLUSION Healthy male basketball players had higher hamstring muscle stiffness than female players. Future studies may investigate what factors contribute to the large variability observed in muscle stiffness, resulting in mixed results on the effects of leg dominance and stretching positions.
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Affiliation(s)
- April L. McPherson
- Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Takashi Nagai
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA,Department of Physiology & Biomedical Engineering, 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 Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
| | - Rena Hale
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E. Hewett
- Department of Rehabilitation Sciences, University of Kentucky, Lexington, Kentucky, USA
| | - Nathaniel A. Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
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McMurray NS, Bates NA, Fischer S, Schilaty ND, Hewett TE. INVESTIGATION OF PRIMARY AND SECOND ANTERIOR CRUCIATE LIGAMENT TEARS USING A GEOGRAPHIC DATABASE. Int J Sports Phys Ther 2020; 15:593-602. [PMID: 33354392 PMCID: PMC7735687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND The incidence of anterior cruciate ligament (ACL) injuries has been estimated at 1 in 3500 individuals in the literature. Second ACL tears represent 7-14% of all ACL tears. The location of ACL tears has been noted to be primarily proximal. PURPOSE The purpose of this study was to corroborate previous data as well as to add novel data to the literature regarding the location of ACL tears, risk factors associated with second ACL tears, and correlation between hearing a "pop" at the time of injury and concomitant injuries. STUDY DESIGN Epidemiologic Review. METHODS A geographic database containing the medical records of individuals in a rural county in Midwest, USA was utilized to identify ACL injuries that occurred in the county from 2011 to 2016. A total of 743 ACL injuries were identified, which were reviewed and stratified by primary and second tears, sex, race, age, activity level, number of "pops" heard at time of injury, side of injury, location of tear, graft type used in reconstruction, location of fixation, and concomitant injuries. FINDINGS ACL tear location was noted to be primarily midsubstance (44.1%) or proximal (34.1%). The majority of individuals (56.3%) who reported hearing "multiple pops" at the time of injury sustained multiple types of concomitant injuries. The incidence of second ACL tears was 16.8% of total ACL injuries. Second ACL tears were associated with multiple factors, including tear type (p < 0.015) and tear location (p < 0.022). When comparing primary versus second ACL tears, no significant difference in concomitant injuries was noted. CONCLUSIONS The majority of ACL tears (78.2%) occur in the midsubstance or proximal fibers. Hearing multiple "pops" at the time of injury may be associated with more concomitant injuries. The incidence of second ACL tears in this population was comparable to previous studies. Second ACL injuries differed statistically from primary injuries in association with tear type and location. LEVEL OF EVIDENCE 2C.
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Affiliation(s)
| | | | - Samuel Fischer
- Mayo Clinic College of Medicine and Science, Rochester, MN, USA
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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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: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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McPherson AL, Bates NA, Haider CR, Nagai T, Hewett TE, Schilaty ND. Thigh musculature stiffness during active muscle contraction after anterior cruciate ligament injury. BMC Musculoskelet Disord 2020; 21:320. [PMID: 32438905 PMCID: PMC7243327 DOI: 10.1186/s12891-020-03342-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 05/11/2020] [Indexed: 12/31/2022] Open
Abstract
Background Altered motor unit (MU) activity has been identified after anterior cruciate ligament (ACL) injury, but its effect on muscle tissue properties is unknown. The purpose of this study was to compare thigh musculature muscle stiffness between control and ACL-injured subjects. Methods Thirty ACL-injured subjects and 25 control subjects were recruited. Subjects completed a randomized protocol of isometric contractions while electromyography (EMG) signals were recorded. Three maximum voluntary isometric contractions (MVIC) determined peak force for 10 and 25% MVIC trials. Shear wave elastography was captured during each 10 and 25% MVIC trials. Results Differences in muscle stiffness were assessed between limbs and groups. 12 months post-surgery had higher stiffness for VM 0% MVIC, VL 0 and 10% MVIC, and ST 10 and 25% MVIC (all p ≤ 0.04). Conclusion Thigh musculature stiffness changed throughout rehabilitation and remained altered at 12 months after ACL reconstruction.
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Affiliation(s)
- April L McPherson
- Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Rochester, MN, USA
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA.,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA.,Sports Medicine Center, Mayo Clinic, Rochester, MN, USA
| | - Clifton R Haider
- Special Purpose Processor Development Group, Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | - Takashi Nagai
- Department of Orthopedic Surgery, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA.,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA.,Sports Medicine Center, Mayo Clinic, Rochester, MN, USA
| | | | - Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA. .,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN, USA. .,Sports Medicine Center, Mayo Clinic, Rochester, MN, USA. .,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN, USA.
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Zhou J, Schilaty ND, Hewett TE, Bates NA. ANALYSIS OF TIMING OF SECONDARY ACL INJURY IN PROFESSIONAL ATHLETES DOES NOT SUPPORT GAME TIMING OR SEASON TIMING AS A CONTRIBUTOR TO INJURY RISK. Int J Sports Phys Ther 2020; 15:254-262. [PMID: 32269859 PMCID: PMC7134345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2023] Open
Abstract
BACKGROUND Anterior cruciate ligament (ACL) injuries are a common cause of time loss in sports. Approximately one-third of ACL reconstructed athletes who return to sport suffer secondary injury. The presence of fatigue during athletic performance has been hypothesized to increase susceptibility to ACL injury. However, the relative role of fatigue in secondary ACL failures remains unexplored. PURPOSE To assess how time elapsed within a game and within a season associate with secondary ACL injury occurrence in international professional athletes and American collegiate athletes. STUDY DESIGN Retrospective cohort analysis. METHODS The public domain was searched for secondary ACL injuries that occurred during competitive matches between 2000-2018. Demographics (age, height, weight), side of injury, type of injury (contact, noncontact), and timing of injury within competition and within season were determined for each case. RESULTS Sixty-seven secondary ACL injuries were identified. Within-game, there were no differences in the distribution of ACL injures across each quarter of game time (p = 0.284). This was consistent between sport (p = 0.120-0.448). Within-season, there were no differences in the distribution of secondary ACL injures across each quarter of the season (p = 0.491). This was again consistent between sport (p = 0.151-0.872). Relative risk was not found to be significantly greater for any combination of season and game. CONCLUSION The results of the current study indicate that the occurrences of secondary ACL injuries were equally distributed with respect to in-game and in-season timing. Both in-game and in-season timing were not significantly different across each individual sport examined. These results implicate that overall there is not an association between fatigue and secondary ACL injury occurrence in professional athletes. LEVEL OF EVIDENCE 3.
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Nagai T, Schilaty ND, Laskowski ER, Hewett TE. Hop tests can result in higher limb symmetry index values than isokinetic strength and leg press tests in patients following ACL reconstruction. Knee Surg Sports Traumatol Arthrosc 2020; 28:816-822. [PMID: 31025059 PMCID: PMC6814513 DOI: 10.1007/s00167-019-05513-3] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 04/18/2019] [Indexed: 10/27/2022]
Abstract
PURPOSE Quadriceps weakness is a common clinical sign following anterior cruciate ligament injury and reconstruction surgery (ACLR). The aim of this study was to compare strength deficits and the limb symmetry index (LSI) from three different types of functional tests: isokinetic dynamometry, hop test, and leg press. METHODS A total of 26 subjects with ACLR (average 8.3 months post-operation) participated in the study. The peak knee extension torque was tested with isokinetic dynamometry at 60/180/300 °/s (ISO60/180/300). Hop distance was tested during single hop (SH) and triple hop (TH). Unilateral peak leg power (POWER) was tested during a bilateral leg press test. LSI was calculated as the ratio of the involved limb over the uninvolved limb values. Pearson correlation coefficients and paired t-tests were used to establish relationships among ISO60/180/300, SH/TH, and POWER values and compare these values between the limbs, respectively. Within-subject one-way analysis of variance (ANOVA) with post hoc analyses was used to compare LSI values among different tests. RESULTS ISO60/180/300 values were significantly positively correlated with SH/TH and POWER (P < 0.05), while SH/TH and POWER values were not significantly correlated. Significant limb differences were found in all tests (P = 0.001-0.008). ANOVA revealed significant LSI differences among different tests. Specifically, post hoc analyses revealed that LSI during SH was significantly higher than LSI during ISO60. Similarly, LSI during TH was significantly higher than LSIs from ISO60, ISO180, and POWER tests. CONCLUSIONS Peak knee extension torque values were positively associated with hop distance and leg power during the leg press test. However, LSI values should be interpreted with caution as hop tests provided significantly higher LSI values than isokinetic testing. Both isokinetic dynamometry and unilateral leg press machine could be used to isolate and strengthen the quadriceps in the involved limb. The current "gold standard" isokinetic testing at slow speed (ISO60) provided the lowest LSI value among all functional tests; therefore, the current study supported a continued use of isokinetic testing when examining individual's readiness and return-to-sport. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Takashi Nagai
- Sports Medicine Center, Mayo Clinic, Rochester, MN, USA. .,Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
| | - Nathan D. Schilaty
- Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA,Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Edward R. Laskowski
- Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E. Hewett
- Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA,Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
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Nagai T, Schilaty ND, Krause DA, Crowley EM, Hewett TE. Sex Differences in Ultrasound-Based Muscle Size and Mechanical Properties of the Cervical-Flexor and -Extensor Muscles. J Athl Train 2020; 55:282-288. [PMID: 31967864 DOI: 10.4085/1062-6050-482-18] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT Neck pain (NP), neck injuries, and concussions are more prevalent in female athletes than in their male counterparts. Females exhibit less neck girth, strength, and stiffness against a perturbation. As part of the clinical examination for individuals with NP, ultrasound (US)-based imaging of the cervical muscles has become common. Muscle size or thickness and stiffness can be measured with US-based B-mode and shear-wave elastography (SWE), respectively. Information on reliability, normative values, and sex differences based on US-based muscle size or thickness and stiffness in young and athletic individuals is limited. OBJECTIVE To evaluate sex differences in US-based muscle size or thickness and biomechanical properties of the cervical-flexor and -extensor muscles. DESIGN Cross-sectional study. SETTING Laboratory. PATIENTS OR OTHER PARTICIPANTS A total of 13 women (age = 23.7 ± 1.9 years, height = 167.1 ± 6.1 cm, mass = 63.8 ± 5.6 kg) and 11 men (age = 25.6 ± 4.9 years, height = 178.7 ± 8.3 cm, mass = 78.9 ± 12.0 kg). MAIN OUTCOME MEASURE(S) The same examiner collected all measures, using US B-mode to scan the cross-sectional area and thickness of the longus colli (LC), sternocleidomastoid (SCM), cervical-extensor muscles, and upper trapezius (UT) muscle. The US SWE-mode was used to measure the stiffness of the SCM and UT. Independent t tests or Mann-Whitney U tests were calculated to determine sex differences. The intraclass correlation coefficient (ICC) measured intrarater test-retest reliability. RESULTS Men had thicker SCMs than women (P = .01). No sex differences were present for longus colli cross-sectional area, cervical-extensor muscle thickness, or UT thickness (P > .05). In addition, no sex differences were evident for SCM (P = .302) or UT (P = .703) SWE stiffness. Reliability was good to excellent (ICC = 0.715-0.890) except for SCM SWE stiffness (ICC = 0.554). CONCLUSIONS The only sex difference was in SCM thickness. However, smaller SCMs in women did not result in less SCM SWE stiffness. We provided normative values for US-based imaging of the cervical-flexor and -extensor muscles in young and athletic men and women.
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Affiliation(s)
- Takashi Nagai
- Biomechanics Laboratories, Department of Orthopedic Surgery, and Sports Medicine Center, Mayo Clinic, Rochester, MN
| | - Nathan D Schilaty
- Biomechanics Laboratories, Department of Orthopedic Surgery, and Sports Medicine Center, Mayo Clinic, Rochester, MN.,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN
| | - David A Krause
- Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN
| | - Eric M Crowley
- Biomechanics Laboratories, Department of Orthopedic Surgery, and Sports Medicine Center, Mayo Clinic, Rochester, MN
| | - Timothy E Hewett
- Biomechanics Laboratories, Department of Orthopedic Surgery, and Sports Medicine Center, Mayo Clinic, Rochester, MN.,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, MN.,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, MN
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Bates NA, Schilaty ND, Krych AJ, Hewett TE. Variation in ACL and MCL Strain Before Initial Contact Is Dependent on Injury Risk Level During Simulated Landings. Orthop J Sports Med 2019; 7:2325967119884906. [PMID: 32010728 PMCID: PMC6967202 DOI: 10.1177/2325967119884906] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Background The existent literature has well explored knee ligament kinetics and strain at and after initial contact (IC) during landing tasks. However, little is known about knee ligament biomechanics in flight before IC. Purpose To quantify and compare change in anterior cruciate ligament (ACL) and medial collateral ligament (MCL) strain before IC relative to after IC. Study Design Descriptive laboratory study. Methods A total of 40 cadaveric specimens were analyzed after being subjected to simulated landings in a mechanical impact simulator. External joint loads of varying magnitudes were applied to mimic relative injury risk load levels from an in vivo cohort and were coupled with an impulse force to represent initial ground contact. Implanted strain gauges continually recorded ligament strain. Kruskal-Wallis tests evaluated the significance of risk level and pre- and post-IC factors, while Wilcoxon each-pair tests evaluated differences within both factors. Results Strain responses during simulated landing tasks for the ACL (P ≥ .545) and MCL (P ≥ .489) were consistent after IC regardless of the level of relative injury risk simulated in each trial. Before IC, the level of injury risk kinetics applied to a specimen differentiated strain response in the ACL (P < .001) and MCL (P < .001), as higher risk profiles produced greater changes in ligament strain. Mean baseline strain was 4.0% in the ACL and 1.0% in the MCL. Mean change in strain from the ACL ranged from 0.1% to 3.9% pre-IC and from 2.9% to 5.7% post-IC, while the MCL ranged from 0.0% to 3.0% pre-IC and from 0.9% to 1.3% post-IC. Conclusion Within each ligament, post-IC strain response lacked statistical differences among simulated risk profiles, while pre-IC response was dependent on the risk profile simulated. Individually, neither pre- nor poststrain changes were enough to induce ACL failure, but when combined over the course of a full landing task, they could lead to rupture. Clinical Relevance Prevention and rehabilitation techniques should aim to limit the presence of increased risk biomechanics in flight before landing, as impulse delivery at IC is inevitable.
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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
| | - 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
| | - 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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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Savoldi F, Nasr Z, Hu W, Schilaty ND, Delgado AM, Mandrekar J, Kaufman KR, Berglund L, Weinshenker BG. McArdle Sign: A Specific Sign of Multiple Sclerosis. Mayo Clin Proc 2019; 94:1427-1435. [PMID: 31303427 DOI: 10.1016/j.mayocp.2019.01.047] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2018] [Revised: 12/21/2018] [Accepted: 01/18/2019] [Indexed: 10/26/2022]
Abstract
OBJECTIVE To measure McArdle sign (rapidly reversible weakness induced by neck flexion) both qualitatively and quantitatively and to evaluate its specificity and clinical utility for diagnosis of multiple sclerosis (MS). PATIENTS AND METHODS In this prospective study, McArdle sign was evaluated by a technician blinded to diagnosis by measuring changes in finger extensor strength in successive trials of neck extension and flexion, first clinically and then with a torque measurement device. We studied 25 healthy controls and 81 patients with finger extensor weakness. Patients were not selected for having McArdle sign. Fifty-two patients had MS, 24 had other myelopathies, and 5 had peripheral nerve lesions accounting for their weakness. The study was conducted between February 1, 2016, and June 30, 2017. RESULTS The median clinical McArdle sign and the 2 quantitative measures of neck flexion-induced strength reduction were greater in patients with MS than in the other groups (P<.001). Baseline strength did not confound the difference. The area under the receiver operating characteristic curve was 0.84 (95% CI, 0.75-0.93) comparing patients with MS vs healthy controls and 0.84 (95% CI, 0.75-0.93) comparing MS vs patients with other myelopathies. The 2 quantitative and 1 clinical measurement of McArdle sign by the technician who performed the quantitative testing were correlated (r=.57 and r=.58; P<.001), and in turn, the technician's and unblinded referring physician's clinical assessments were correlated (r=.58; P<.001). McArdle sign was evident in some patients who had minor disability and who were in early phases of MS. CONCLUSION McArdle sign, when defined as greater than 10% neck flexion-induced reduction in strength, is entirely specific and 65% sensitive for a diagnosis of MS when compared with other conditions that mimic MS-associated myelopathy. It may facilitate diagnosis in certain clinical situations. TRIAL REGISTRATION clinicaltrials.gov Identifier: NCT03122873.
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Affiliation(s)
- Filippo Savoldi
- Department of Neurology, Mayo Clinic, Rochester, MN; Postgraduate School of Radiodiagnostics, Università degli Studi di Milano, Milan, Italy
| | - Zahra Nasr
- Department of Neurology, Mayo Clinic, Rochester, MN
| | - Wei Hu
- Department of Neurology, University of Florida, Gainesville
| | - Nathan D Schilaty
- Department of Orthopedics, Mayo Clinic, Rochester, MN; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN
| | | | - Jay Mandrekar
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Kenton R Kaufman
- Department of Orthopedics, Mayo Clinic, Rochester, MN; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN
| | - Lawrence Berglund
- Department of Orthopedics, Mayo Clinic, Rochester, MN; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Nagai T, Bates NA, Hewett TE, Schilaty ND. Paradoxical relationship in sensorimotor system: Knee joint position sense absolute error and joint stiffness measures. Clin Biomech (Bristol, Avon) 2019; 67:34-37. [PMID: 31071536 PMCID: PMC6635082 DOI: 10.1016/j.clinbiomech.2019.04.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 04/23/2019] [Accepted: 04/29/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Relationships between joint position sense and the sensorimotor characteristics such as joint stiffness, time to detect motion, and time to peak torque during a perturbation test have rarely been investigated due to methodological challenges. The purpose of this study was to compare joint position sense and the sensorimotor characteristics in healthy individuals. METHODS A total of 26 subjects were recruited and completed joint position sense and a perturbation test on isokinetic dynamometer. Joint position sense was assessed by comparison of the absolute angle difference between a reference and replicated position. During the perturbation test, the dynamometer moved the knee flexion angle from 70° to 30° (0° represents a full knee extension) at the velocity of 500° per second at random. Subjects were asked to react and pull back the leg as soon as they perceived the movement. Pearson or Spearman's correlation coefficients were used to assess these relationships (P < 0.05). FINDINGS Larger joint position sense absolute error values were significantly correlated with higher short-range at 50 milliseconds (r = 0.572, P = 0.002), at 100 milliseconds (ρ = 0.416, P = 0.035), and reactive joint stiffness (r = 0.395, P = 0.046). INTERPRETATION There was a paradoxical relationship between higher joint stiffness and worsened joint position sense. Potential reasons include sensory weighting within the sensorimotor system and thixotropic properties (after-effects of muscle eccentric contractions to increase stiffness and alter joint position sense).
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Affiliation(s)
- Takashi Nagai
- Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA,Sports Medicine Center, Mayo Clinic, Rochester and Minneapolis, Minnesota, USA, CORRESPONDING AUTHOR: Name: Takashi Nagai, ATC, PhD, Address: Biomechanics Laboratories – 200 First Street SW, Rochester, MN 55905, USA,
| | - Nathaniel A. Bates
- Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA,Sports Medicine Center, Mayo Clinic, Rochester and Minneapolis, Minnesota, USA,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E. Hewett
- Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA,Sports Medicine Center, Mayo Clinic, Rochester and Minneapolis, Minnesota, USA,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathan D. Schilaty
- Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA,Sports Medicine Center, Mayo Clinic, Rochester and Minneapolis, Minnesota, USA,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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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] [What about the content of this article? (0)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Nagai T, Bates NA, Hewett TE, Schilaty ND. Effects of localized vibration on knee joint position sense in individuals with anterior cruciate ligament reconstruction. Clin Biomech (Bristol, Avon) 2018; 55:40-44. [PMID: 29680779 PMCID: PMC5960437 DOI: 10.1016/j.clinbiomech.2018.04.011] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 04/12/2018] [Accepted: 04/13/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND Anterior cruciate ligament injury can disrupt one's mechanoreceptors and result in decreased proprioception such as joint position sense and ultimately altered motor function. The application of localized vibration has been used to investigate the integrity of the sensorimotor system and the mechanisms of quadriceps function after anterior cruciate ligament injury and reconstruction. The purpose of the study is to evaluate joint position sense with and without vibration and compare among anterior cruciate ligament reconstructed, contralateral, and control limbs. METHODS Fourteen subjects with anterior cruciate ligament reconstruction (8 males and 6 females) and fourteen control subjects (7 males and 7 females) participated in the study. Subjects sat on an isokinetic dynamometer chair with localized vibration strapped on the quadriceps tendon while visual and auditory cues were removed. Subjects were asked to remember an active target position and replicate that position actively. The absolute difference between the target and replicated trial was used as joint position sense. There were three trials at three target positions (15, 45, and 75 degrees of knee flexion) with and without vibration. The order of testing conditions was randomized. One-way analysis of variance or non-parametric equivalent (Kruskal-Wallis test) was used to compare among limbs. Significance was set at P < 0.05 a priori. FINDINGS There were no significant joint position sense differences among anterior cruciate ligament reconstructed, contralateral, and control limbs with or without vibration (P = 0.207-0.914). INTERPRETATION There are several potential reasons for the current findings: vibration-induced post effect, locations of vibration, types of vibration, and rehabilitation status. Future studies should expand the current investigation and explore both sensory and motor functions in anterior cruciate ligament reconstructed subjects.
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Affiliation(s)
- Takashi Nagai
- Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, United States,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, United States
| | - Nathaniel A. Bates
- Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, United States,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, United States,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States
| | - Timothy E. Hewett
- Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, United States,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, United States,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States,Department of Physical Medicine & Rehabilitation, Mayo Clinic, Rochester, Minnesota, United States,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, United States
| | - Nathan D. Schilaty
- Biomechanics Laboratories, Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, United States,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, United States,Department of Physiology & Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, United States,CORRESPONDING AUTHOR: Name: Nathan Schilaty, DC, PhD, Address: Biomechanics Laboratories – 200 First Street SW, Rochester, MN 55905, United States,
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Nagai T, Schilaty ND, Bates NA, Hewett TE. Effects of Localized Vibration on Knee Joint Position Sense in Individuals with ACL-Reconstruction. Med Sci Sports Exerc 2018. [DOI: 10.1249/01.mss.0000535922.96444.64] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Schilaty ND, Bates NA, Nagelli CV, Krych AJ, Hewett TE. Sex-Based Differences of Medial Collateral Ligament and Anterior Cruciate Ligament Strains With Cadaveric Impact Simulations. Orthop J Sports Med 2018; 6:2325967118765215. [PMID: 29687012 PMCID: PMC5900820 DOI: 10.1177/2325967118765215] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Background: Female patients sustain noncontact knee ligament injuries at a greater rate compared with their male counterparts. The cause of these differences in the injury rate and the movements that load the ligaments until failure are still under dispute in the literature. Purpose/Hypotheses: This study was designed to determine differences in anterior cruciate ligament (ACL) and medial collateral ligament (MCL) strains between male and female cadaveric specimens during a simulated athletic task. The primary hypothesis tested was that female limbs would demonstrate significantly greater ACL strain compared with male limbs under similar loading conditions. A secondary hypothesis was that MCL strain would not differ between sexes. Study Design: Controlled laboratory study. Methods: Motion analysis of 67 athletes performing a drop vertical jump was conducted. Kinetic data were used to categorize injury risk according to tertiles, and these 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 (knee abduction moment, anterior tibial shear, and internal tibial rotation) were varied and randomized. Data were analyzed using 1-way analysis of variance (ANOVA), 2-way repeated-measures ANOVA, and the Fisher exact test. Results: There were no significant differences (P = .184) in maximum ACL strain between male (13.2% ± 8.1%) and female (16.7% ± 8.3%) specimens. Two-way ANOVA demonstrated that across all controlled external load conditions, female specimens consistently attained at least 3.5% increased maximum ACL strain compared with male specimens (F1,100 = 4.188, P = .043); however, when normalized to initial contact, no significant difference was found. There were no significant differences in MCL strain between sexes for similar parameters. Conclusion: When compared with baseline, female specimens exhibited greater values of ACL strain at maximum, initial contact, and after impact (33, 66, and 100 milliseconds, respectively) than male specimens during similar loading conditions, with a maximum strain difference of at least 3.5%. During these same loading conditions, there were no differences in MCL loading between sexes, and only a minimal increase of MCL loading occurred during the impact forces. Our results indicate that female patients are at an increased risk for ACL strain across all similar conditions compared with male patients. Clinical Relevance: These data demonstrate that female specimens, when loaded similarly to male specimens, experience additional strain on the ACL. As the mechanical environment was similar for both sexes with these simulations, the greater ACL strain of female specimens must be attributed to ligament biology, anatomic differences, or muscular stiffness.
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Affiliation(s)
- Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Sports Medicine, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathaniel A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Sports Medicine, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Christopher V Nagelli
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Sports Medicine, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Aaron J Krych
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Sports Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E Hewett
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Sports Medicine, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA.,Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
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McPherson AL, Bates NA, Schilaty ND, Nagelli CV, Krych AJ, Hewett TE. Ligament Strain Response Between Lower Extremity Contralateral Pairs During In Vitro Landing Simulation. Orthop J Sports Med 2018; 6:2325967118765978. [PMID: 29662914 PMCID: PMC5894909 DOI: 10.1177/2325967118765978] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Background: Limb asymmetries, as determined through in vivo biomechanical measures, are known risk factors for anterior cruciate ligament (ACL) injury. Previous cadaveric studies have shown a lack of significant differences in ligament strain between contralateral lower extremities when identical kinematics were simulated on specimens. Recent methodological developments have applied in vivo knee kinetics to exert landing forces on cadaveric lower extremities to mimic ACL injury events, but it is unknown whether contralateral limbs fail in a consistent manner during impact simulator testing. Hypothesis: It was hypothesized that contralateral lower extremities would not exhibit side-to-side differences in ligament strains. Furthermore, it was hypothesized that failure loads and failure locations would be independent of limb dominance. Study Design: Controlled laboratory study. Methods: Fourteen pairs of cadaveric lower extremities were obtained from an anatomic donations program (8 female, 6 male; mean ± SD: age, 41.7 ± 8.1 years; mass, 86.8 ± 27.0 kg; body mass index, 29.4 ± 9.0 kg/m2). A mechanical impact simulator was used to re-create the impulse ground-reaction force generated during an in vivo landing task. Ligament strains were recorded by differential variable force transducers implanted on the ACL and medial collateral ligament (MCL). Results: No significant differences were observed in peak ACL or peak MCL strain for 5 loading conditions. Fisher exact tests of independence revealed that limb dominance was independent of both load at failure and failure location. Conclusion: There were no significant differences in ACL and MCL strain values between limb sides during in vitro impact simulation testing. This finding indicates that limb dominance does not influence the failure threshold of the ACL, since there was no significant difference in failure strains. The functional mechanics of the ACL are comparable between contralateral pairs from the same healthy specimen. Clinical Relevance: Injury mechanisms and intra-articular mechanics cannot be ethically studied in an in vivo setting. The current study provides additional insight into limb asymmetry that is observed among athletes in clinical sports medicine settings.
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Affiliation(s)
- April L McPherson
- Mayo Clinic Graduate School of Biomedical Sciences, Mayo Clinic, Rochester, Minnesota, USA.,Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathanial A Bates
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Nathan D Schilaty
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Christopher V Nagelli
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, 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 Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA.,Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
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Schilaty ND, Bates NA, Nagelli C, Krych AJ, Hewett TE. Sex-Based Differences in Knee Kinetics With Anterior Cruciate Ligament Strain on Cadaveric Impact Simulations. Orthop J Sports Med 2018; 6:2325967118761037. [PMID: 29568787 PMCID: PMC5858624 DOI: 10.1177/2325967118761037] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Background: Females are at an increased risk of sustaining noncontact knee ligament injuries as compared with their male counterparts. The kinetics that load the anterior cruciate ligament (ACL) are still under dispute in the literature. Purpose/Hypothesis: The purpose of this study was to determine whether there are differences in knee kinetics between the sexes that lead to greater ACL strain in females when similar external loads are applied during a simulated drop vertical jump landing task. It was hypothesized that female limbs would demonstrate significant differences in knee abduction moment that predispose females to ACL injury when compared with males. Study Design: Controlled laboratory study. Methods: Motion analysis data of 67 athletes who performed a drop vertical jump were collected. The kinematic and kinetic data were used to categorize tertiles of relative risk, and these values were input into a cadaveric impact simulator to assess ligamentous loads during the simulated landing task. Uni- and multiaxial load cells and differential variable reluctance transducer strain sensors were utilized to collect kinetic data and maximum ACL strain for analysis. Conditions of external loads applied to the cadaveric limbs were systematically varied and randomized. Data were analyzed with 2-way repeated-measures analysis of variance and the Fisher exact test. Results: Five kinetic parameters were evaluated. Of the 5 kinetic variables, only knee abduction moment (KAM) demonstrated significant differences in females as compared with males (F1,136 = 4.398, P = .038). When normalized to height and weight, this difference between males and females increased in significance (F1,136 = 7.155, P = .008). Compared with males, females exhibited a 10.3-N·m increased knee abduction torque at 66 milliseconds postimpact and a 22.3-N·m increased abduction torque at 100 milliseconds postimpact. For loading condition, the condition of “maximum ACL strain” demonstrated a maximum difference of 54.3-N·m increased abduction torque and 74.5-N·m increased abduction torque at 66 milliseconds postimpact. Conclusion: Under the tested conditions, increased external loads led to increased medial knee translation force, knee abduction moment, and external knee moment. Females exhibited greater forces and moments at the knee, especially at KAM, when loaded in similar conditions. As these KAM loads are associated with increased load and strain on the ACL, the sex-based differences observed in the present study may account for a portion of the underlying mechanics that predispose females to ACL injury as compared with males in a controlled simulated athletic task. Clinical Relevance: KAM increases strain to the ACL under clinically representative loading. Additionally, this work establishes the biomechanical characteristics of knee loading between sexes.
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Affiliation(s)
- 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
| | - 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
| | - Christopher Nagelli
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA.,Sports Medicine Center, Mayo Clinic, Rochester, Minnesota, USA.,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, 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 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.,Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA.,Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA
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