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Schornstein BJ, Wells MD, Dickin DC, Jutte LS, Wang H. Biomechanical adjustments during an exhaustive treadmill run: comparison of compression tights and running shorts. Sports Biomech 2025:1-11. [PMID: 40405342 DOI: 10.1080/14763141.2025.2508241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2024] [Accepted: 05/13/2025] [Indexed: 05/24/2025]
Abstract
Fatigue induces changes to running form resulting in movements that are less efficient. Reducing the amount of fatigue and its subsequent effect on form is valuable for improving running performance. It is unknown what effects compressive clothing has on musculature; however, there have been claims that it may reduce fatigue. The aim of this study was to determine whether compressive tights or running shorts are more beneficial for improving performance when running to exhaustion. Eleven runners ran at their current five-kilometre race pace on a treadmill to voluntary exhaustion in a repeated measures design wearing both compression tights and running shorts while their biomechanics, heart rate and rate of perceived exertion were recorded. Fatigue effects showed a less extended knee angle (p = 0.03) and a smaller ankle dorsiflexion angle (p = 0.04) at initial contact, and increased loading rate (p = 0.02) and vertical impact peak (p = 0.05). Condition effects included a shorter stride length (p = 0.01), faster stride rate (p = 0.01), and decreased hip range of motion (p = 0.02) with compression tights. There was no significant difference in time to exhaustion between conditions (p = 0.88). Thus, the length of time to fatigue was unaffected by condition, however, the altered mechanics when running in compression tights may reduce potential injury.
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Affiliation(s)
| | | | - D Clark Dickin
- School of Kinesiology, Ball State University, Muncie, IN, USA
| | - Lisa S Jutte
- College of Professional Science, Xavier University, Cincinnati, OH, USA
| | - Henry Wang
- School of Kinesiology, Ball State University, Muncie, IN, USA
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Xiang L, Gu Y, Deng K, Gao Z, Shim V, Wang A, Fernandez J. Integrating personalized shape prediction, biomechanical modeling, and wearables for bone stress prediction in runners. NPJ Digit Med 2025; 8:276. [PMID: 40360731 PMCID: PMC12075602 DOI: 10.1038/s41746-025-01677-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Accepted: 04/24/2025] [Indexed: 05/15/2025] Open
Abstract
Running biomechanics studies the mechanical forces experienced during running to improve performance and prevent injuries. This study presents the development of a digital twin for predicting bone stress in runners. The digital twin leverages a domain adaptation-based Long Short-Term Memory (LSTM) algorithm, informed by wearable sensor data, to dynamically simulate the structural behavior of foot bones under running conditions. Data from fifty participants, categorized as rearfoot and non-rearfoot strikers, were used to create personalized 3D foot models and finite element simulations. Two nine-axis inertial sensors captured three-axis acceleration data during running. The LSTM neural network with domain adaptation proved optimal for predicting bone stress in key foot bones-specifically the metatarsals, calcaneus, and talus-during the mid-stance and push-off phases (RMSE < 8.35 MPa). This non-invasive, cost-effective approach represents a significant advancement for precision health, contributing to the understanding and prevention of running-related fracture injuries.
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Affiliation(s)
- Liangliang Xiang
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- KTH MoveAbility Lab, Department of Engineering Mechanics, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China.
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand.
| | - Kaili Deng
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Zixiang Gao
- Faculty of Sports Science, Ningbo University, Ningbo, China
- Faculty of Kinesiology, University of Calgary, Calgary, Canada
| | - Vickie Shim
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
| | - Alan Wang
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- Center for Medical Imaging, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Justin Fernandez
- Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand
- Department of Engineering Science, University of Auckland, Auckland, New Zealand
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3
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Liu M, Hsiao C, Zhou W, Qi Y, Lai Z, Wang L. Effects of external ankle braces on kinematics and kinetics of the lower limb during the cutting maneuver in healthy females. Gait Posture 2025; 118:178-186. [PMID: 39978052 DOI: 10.1016/j.gaitpost.2025.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 01/26/2025] [Accepted: 02/10/2025] [Indexed: 02/22/2025]
Abstract
BACKGROUND To explore if lace-up ankle brace and hinged ankle brace affect the kinematics and kinetics of the lower limbs during a cutting maneuver. METHODS Twenty healthy females performed a 45° cutting maneuver with different ankle braces. Ground reaction force, lower-limb joint angles and moments were compared among different ankle braces. RESULTS Wearing hinged ankle brace significantly increased maximal knee valgus angle than lace-up and no brace conditions (0.7° [p = 0.011] and 0.6° [p = 0.029], respectively). Wearing hinged and lace-up ankle braces significantly increased maximal knee internal rotation angle (1.58° [p ≤ 0.001] and 1.30° [p = 0.020], respectively) and decreased maximal ankle inversion angle (3.04° [p ≤ 0.001] and 1.76° [p = 0.013], respectively). A considerable difference in kinetics was observed only in the maximal ankle eversion moment, which was higher in the hinged condition than the lace-up (p = 0.010) or no brace (p = 0.023) condition. CONCLUSION Wearing an hinged or lace-up ankle brace may reduce the risk of ankle sprain in females during cutting maneuvers. Ankle brace appears to have upstream effects on the knee, which may have injury implication.
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Affiliation(s)
- Mengjun Liu
- Rehabilitation Center, Taihe Hospital, Hubei University Of Medicine, Shiyan, Hubei 442000, China
| | - Chengpang Hsiao
- School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China
| | - Wenxing Zhou
- School of Exercise and Health, Shanghai University of Sport, Shanghai 200438, China
| | - Yujie Qi
- Nanxiang Community Health Service Center, Tongji University School of Medicine, Shanghai 201802, China
| | - Zhangqi Lai
- The Third School of Clinical Medicine (School of Rehabilitation Medicine), Zhejiang Chinese Medical University, Hangzhou 310053, China.
| | - Lin Wang
- Sports Medicine and Rehabilitation Center, Shanghai University of Sport, Shanghai 200438, China; Rehabilitation Medicine, Shanghai Shangti Orthopaedic Hospital, Shanghai 200433, China.
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Ó Catháin CP, Moran KA. Does accelerometer location influence recreational runners' response to an accelerometer-based biofeedback gait re-education system? J Sports Sci 2025:1-9. [PMID: 40272078 DOI: 10.1080/02640414.2025.2490431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2025]
Abstract
Running is one of the most popular exercise modalities worldwide. However, injuries remain prevalent and are reported as a reason for running cessation. Research has demonstrated that load-based biofeedback systems may be able to reduce the loading experienced during running, potentially decreasing injury occurrence or enhancing rehabilitation. This study aimed to examine if varying accelerometer location in a load-based visual biofeedback system altered participants ability to reduce loading (peak tibial and sacral accelerations). Participants (n = 27), were randomly divided into 1 of three conditions; tibial, sacral, or treadmill-based biofeedback. In each condition, participants ran for 6 minutes (baseline), followed by 10 minutes with biofeedback (location varying based on group), and for a further 6 minutes without biofeedback. Linear mixed models that included time and biofeedback location as fixed effects, and participants as a random effect, demonstrated a significant main effect for time (p < 0.001) and biofeedback location (p = 0.05) for peak tibial accelerations, and a significant effect of time for peak sacral accelerations (p < 0.001). Practically, it appears that all biofeedback locations were effective at reducing both tibial and sacral peak accelerations and may have utility in the prevention and rehabilitation of running injuries.
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Affiliation(s)
- Ciarán P Ó Catháin
- Department of Sport and Health Science, Technological University of the Shannon, Midlands, Ireland
- SHE Research Centre, Technological University of the Shannon, Midlands, Ireland
| | - Kieran A Moran
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
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Gao S, Sun D, Song Y, Cen X, Zhang Q, Gao Z, Zheng Z, Jemni M, Gu Y. Effect of foot-shaped bionic shoes on ground reaction forces and foot stress at various running speeds. Comput Methods Biomech Biomed Engin 2025:1-11. [PMID: 40232886 DOI: 10.1080/10255842.2025.2490139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 02/19/2025] [Accepted: 04/02/2025] [Indexed: 04/17/2025]
Abstract
This study examined ground reaction forces(GRFs) and bone stress differences between bionic running shoes (with foot-mimicking soles) and traditional shoes during running.Sixteen experienced male runners ran at 10, 12, and 14 km/h in both shoe types. Two-way ANOVA and SPM1d showed that bionic shoes had significantly lower peak propulsive but higher peak braking forces than traditional shoes.Bionic shoes also exhibited lower vertical forces in early stance and altered anterior-posterior forces patterns in late stance; finite element analysis indicated lower metatarsal stress in the bionic midsoles. These findings provide insights for designing footwear to prevent running injuries.
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Affiliation(s)
- Shunxiang Gao
- Zhejiang Engineering Research Center for New Technologies and Applications of Helium-Free Magnetic Resonance Imaging, Ningbo, China
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Dong Sun
- Zhejiang Engineering Research Center for New Technologies and Applications of Helium-Free Magnetic Resonance Imaging, Ningbo, China
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Yang Song
- Department of Biomedical Engineering, Faculty of Engineering, The Hong Kong Polytechnic University, Hong Kong, China
| | - Xuanzhen Cen
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Qiaolin Zhang
- Doctoral School on Safety and Security Science, Óbuda University, Budapest, Hungary
| | - Zixiang Gao
- Faculty of Kinesiology, University of Calgary, Calgary, Canada
| | - Zhiyi Zheng
- ANTA Sport Science Laboratory, Anta Sports Products Group, Xiamen, China
| | - Monèm Jemni
- Centre for Mental Health Research in Association, University of Cambridge, Cambridge, UK
| | - Yaodong Gu
- Faculty of Sports Science, Ningbo University, Ningbo, China
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Doyle EW, Doyle TLA, Bonacci J, Fuller JT. Field-Based Gait Retraining to Reduce Impact Loading Using Tibial Accelerometers in High-Impact Recreational Runners: A Feasibility Study. SENSORS (BASEL, SWITZERLAND) 2025; 25:1712. [PMID: 40292796 PMCID: PMC11945614 DOI: 10.3390/s25061712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 02/27/2025] [Accepted: 03/07/2025] [Indexed: 04/30/2025]
Abstract
This study investigated the feasibility of a field-based gait retraining program using real-time axial peak tibial acceleration (PTA) feedback in high-impact recreational runners and explored the effects on running biomechanics and economy. We recruited eight recreational runners with high landing impacts to undertake eight field-based sessions with real-time axial PTA feedback. Feasibility outcomes were assessed through program retention rates, retraining session adherence, and perceived difficulty of the gait retraining program. Adverse events and pain outcomes were also recorded. Running biomechanics were assessed during field and laboratory testing at baseline, following retraining, and one-month post-retraining. Running economy was evaluated during laboratory testing sessions. Seven participants completed the retraining program, with one participant withdrawing due to illness before commencing retraining. An additional participant withdrew due to a foot injury after retraining. Adherence to retraining sessions was 100%. The mean (SD) perceived difficulty of the program was 4.3/10 (2.2). Following retraining, the mean axial PTA decreased in field (-29%) and laboratory (-33%) testing. The mean instantaneous vertical loading rate (IVLR) reduced by 36% post-retraining. At one-month follow-up, the mean axial PTA remained lower for field (-24%) and laboratory (-34%) testing, and the IVLR remained 36% lower than baseline measures. Submaximal oxygen consumption increased following gait retraining (+5.6%) but reverted to baseline at one month. This feasibility study supports the use of field-based gait retraining to reduce axial PTA and vertical loading rates in recreational runners without adversely affecting the running economy.
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Affiliation(s)
- Eoin W. Doyle
- Faculty of Medicine, Health, and Human Sciences, Macquarie University, Sydney, NSW 2113, Australia
- Biomechanics, Physical Performance, and Exercise Research Group, Macquarie University, Sydney, NSW 2113, Australia
| | - Tim L. A. Doyle
- Faculty of Medicine, Health, and Human Sciences, Macquarie University, Sydney, NSW 2113, Australia
- Biomechanics, Physical Performance, and Exercise Research Group, Macquarie University, Sydney, NSW 2113, Australia
| | - Jason Bonacci
- School of Exercise and Nutrition Sciences, Deakin University, Melbourne, VIC 3125, Australia
| | - Joel T. Fuller
- Faculty of Medicine, Health, and Human Sciences, Macquarie University, Sydney, NSW 2113, Australia
- Biomechanics, Physical Performance, and Exercise Research Group, Macquarie University, Sydney, NSW 2113, Australia
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7
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Zhao T, Chen C, Zeng Y, Huang L, Shi C, Wang M, Liang J, Dai Z, Hu X. A multifactorial modeling to predicting tibial stress fractures: The role of tibial anatomy in adolescents. Eur J Radiol 2025; 183:111932. [PMID: 39914893 DOI: 10.1016/j.ejrad.2025.111932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2024] [Revised: 12/25/2024] [Accepted: 01/14/2025] [Indexed: 05/07/2025]
Abstract
OBJECTIVE This study aimed to investigate the impact of tibial anatomical structure, age, sex, average weekly exercise time during adolescence (AWETA), and BMI on the risk of tibial stress fractures (SF) and to develop a predictive model using logistic regression. METHODS We retrospectively analyzed 748 patients presenting with calf pain at our hospital from January 1, 2018, to August 31, 2023. After applying inclusion and exclusion criteria, 493 patients were categorized into the SF group (295 cases) and the control group (198 cases). Detailed patient information was collected, including height, weight, age, AWETA, history of recent prolonged exercise, and tibial measurements. Data were analyzed using appropriate statistical tests to determine between-group differences, and binary logistic regression analysis was performed to identify independent risk factors and develop a predictive model. RESULTS Body weight, BMI, AWETA, anteroposterior tibial plateau diameter, anterior tibial bowing angle, and gender showed significant differences between the SF and control groups. Logistic regression identified BMI (OR = 7.39, 95 % CI: 1.89-28.86), AWETA (OR = 0.54, 95 % CI: 0.46-0.62), and anterior tibial bowing angle (OR = 0.44, 95 % CI: 0.33-0.58) as independent predictors of tibial SF. The model demonstrated high predictive performance, with an AUC of 0.916, sensitivity of 93.9 %, and specificity of 89.4 %. CONCLUSION Anterior tibial bowing angle, BMI, and AWETA are strong predictors of tibial SF in young individuals. The developed predictive model provides a reliable tool for assessing tibial SF risk in clinical practice.
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Affiliation(s)
- Tieniu Zhao
- Department of Radiology, 924th Hospital of the Joint Service Support Force of the People's Liberation Army, 1 Xinqiaoyuan Street Xiangshan District, Guilin 541002, China
| | - Cheng Chen
- Emei Rehabilitation and Recovery Center, Leshan, Sichuan 614200, China
| | - Yangdong Zeng
- Department of Radiology, the Affiliated Hospital of Guilin Medical University,15 Lequn Street Xiufeng District, Guilin 541004, China
| | - Li Huang
- Department of Radiology, 924th Hospital of the Joint Service Support Force of the People's Liberation Army, 1 Xinqiaoyuan Street Xiangshan District, Guilin 541002, China
| | - Changbing Shi
- Department of Radiology, 924th Hospital of the Joint Service Support Force of the People's Liberation Army, 1 Xinqiaoyuan Street Xiangshan District, Guilin 541002, China
| | - Meifeng Wang
- Department of Radiology, 924th Hospital of the Joint Service Support Force of the People's Liberation Army, 1 Xinqiaoyuan Street Xiangshan District, Guilin 541002, China
| | - Jianming Liang
- Department of Orthopaedics, 924th Hospital of the Joint Service Support Force of the People's Liberation Army, 1 Xinqiaoyuan Street Xiangshan District, Guilin 541002, China
| | - Zheng Dai
- Department of Radiology, 924th Hospital of the Joint Service Support Force of the People's Liberation Army, 1 Xinqiaoyuan Street Xiangshan District, Guilin 541002, China.
| | - Xiaofei Hu
- Department of Nuclear Medicine, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing 400038, China.
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8
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James ML, Stiles VH, von Lieres Und Wilkau HC, Jones AL, Willy RW, Ashford KJ, Moore IS. Predictors of pelvic acceleration during treadmill running across various stride frequency conditions. Sports Biomech 2025:1-15. [PMID: 39831808 DOI: 10.1080/14763141.2024.2446179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 12/09/2024] [Indexed: 01/22/2025]
Abstract
Pelvic running injuries often require extensive rehabilitation and pelvic girdle pain is a barrier to running engagement in population sub-groups, such as perinatal women. However, exploration into how external pelvic loading may be altered during running is limited. This study assessed which biomechanical variables influence changes in external peak pelvic acceleration during treadmill running, across various stride frequency conditions. Twelve participants (7 female, 5 male) ran (9 km∙h-1) at their preferred stride frequency, and at ± 5% and ± 10% of their preferred stride frequency. Coordinate and acceleration data were collected using a motion capture system and inertial measurement units. Linear mixed models assessed peak tibial acceleration, displacement from hip to knee and ankle, contact time, and stride frequency as predictors of peak pelvic acceleration. Stride frequency and contact time interacted to predict peak vertical (p = .006) and resultant (p = .009) pelvic acceleration. When modelled, short contact times and low stride frequencies produced higher peak vertical (p = .007) and resultant (p = .016) pelvic accelerations than short contact times and average, or high stride frequencies. Increasing contact time, or increasing stride frequency at shorter contact times, may therefore be useful in reducing pelvic acceleration during treadmill running.
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Affiliation(s)
- Megan L James
- School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, UK
| | - Victoria H Stiles
- Department of Public Health and Sport Sciences, University of Exeter, Exeter, UK
| | - Hans C von Lieres Und Wilkau
- School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, UK
- Red Bull Athlete Performance Center, Thalgau, Austria
| | - Alex L Jones
- Department of Psychology, Swansea University, Swansea, UK
| | - Richard W Willy
- School of Physical Therapy and Rehabilitation Science, University of Montana, MT, Missoula, USA
| | - Kelly J Ashford
- Okanagan Campus, University of British Columbia - Okanagan Campus, Kelowna, Canada
| | - Isabel S Moore
- School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, UK
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Florkiewicz EM, East KH, Crowell MS, Weart AN, Freisinger GM, Goss DL. The effects of telehealth running gait retraining on biomechanics, pain, and function in patients with lower extremity injuries: A randomized clinical trial. Clin Biomech (Bristol, Avon) 2025; 121:106381. [PMID: 39612693 DOI: 10.1016/j.clinbiomech.2024.106381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 10/18/2024] [Accepted: 11/14/2024] [Indexed: 12/01/2024]
Abstract
BACKGROUND In-clinic gait retraining has been effective in modifying suspected biomechanical risk factors for running injury, but its feasibility is often limited by multiple clinic visits. This randomized clinical trial investigated the effects of a telehealth-based gait retraining intervention on running biomechanics, pain, and function in previously injured runners. METHODS Twenty-three participants recovering from lower extremity injuries were randomized to a control or intervention group. The intervention group completed 4 to 6 telehealth gait retraining sessions over 8 to 10 weeks, consisting of visual and verbal cues to transition to a non-rearfoot strike pattern and increase step rate. The control group received standard physical therapy. Biomechanics, pain, and function were assessed pre- and post-intervention using a 2 × 2 mixed model analysis of variance. FINDINGS Half of the participants (55 %) in the intervention group successfully transitioned to a non-rearfoot strike pattern. No significant differences were observed between groups in step rate, biomechanics, or function. A significant group-by-time interaction for pain was observed (F = 10.55, P = 0.004), with the intervention group reporting greater reductions in pain compared to the control group (mean difference 2.52, 95 % CI 0.91 to 4.12). INTERPRETATION Despite only half of participants adopting the desired gait pattern, telehealth gait retraining may offer a low-risk, accessible, and convenient alternative for select patients who lack in-person care options or have not responded to other pain reduction methods when returning to running from a lower extremity injury.
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Affiliation(s)
- Erin M Florkiewicz
- Rocky Mountain University of Health Professions, Provo, UT, USA; Baylor University - Keller Army Community Hospital Division 1 Sports Physical Therapy Fellowship, West Point, NY, USA; The Geneva Foundation, Tacoma, WA, USA.
| | - Kyle H East
- United States Air Force Physical Therapy Operational Readiness Fellowship, CO, USA
| | - Michael S Crowell
- Department of Physical Therapy, University of Scranton, Scranton, PA, USA
| | | | | | - Donald L Goss
- The Geneva Foundation, Tacoma, WA, USA; Department of Physical Therapy, High Point University, High Point, NC, USA.
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Helton GL, Cameron KL, Goss DL, Florkiewicz E. Association Between Running Characteristics and Lower Extremity Musculoskeletal Injuries in United States Military Academy Cadets. Orthop J Sports Med 2025; 13:23259671241296148. [PMID: 39839978 PMCID: PMC11748144 DOI: 10.1177/23259671241296148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 05/02/2024] [Indexed: 01/23/2025] Open
Abstract
Background Running-related overuse injuries are common among recreational runners; however, there is currently little prospective research investigating the role of running characteristics on overuse injury development. Purpose To investigate the relationship between running characteristics and lower extremity musculoskeletal injury (MSKI). Study Design Cohort study; Level of evidence, 2. Methods The study included 827 incoming cadets of the class of 2020 at the United States Military Academy. Before cadet basic training, running spatiotemporal parameters (stride length, ground contact time, and cadence) were recorded for each participant, and foot-strike pattern was analyzed. Demographic data were recorded and analyzed as potential covariates. Lower extremity MSKIs sustained over the 9 weeks of cadet basic training were documented. Kaplan-Meier survival curves were estimated, with time to incident lower extremity MSKI as the primary outcome, by level of the independent predictor variables. Risk factors or potential covariates were carried forward into multivariate Cox proportional hazards regression models. Results Approximately 18.1% of participants incurred a lower extremity MSKI resulting in ≥3 days of activity limitation during cadet basic training. Univariate analysis indicated that participants with the shortest stride length (<133.0 cm) were 39% more likely to incur any lower extremity MSKI and 45% more likely to incur an overuse MSKI than those with the longest stride length (>158.5 cm), and that participants with the longest ground contact time (>0.42 seconds) were twice as likely to incur any MSKI than those with the shortest contact time (<0.28 seconds). After adjusting for sex, weekly distance running 3 months before cadet basic training, and history of injury, multivariate regression analysis indicated that participants with the longest contact times were significantly more likely to incur overuse lower extremity MSKI than those with the shortest contact times (hazard ratio, 2.15; 95% CI, 1.06-4.37). There was no significant difference in risk of MSKI associated with foot-strike pattern or cadence. Conclusion Study participants running with the longest ground contact times were 2.15 times more likely to incur an overuse lower extremity MSKI during cadet basic training than those with the shortest contact times. Also, study participants with the shortest stride length were 45% more likely to incur an overuse MSKI than those with the longest stride length.
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Affiliation(s)
- Gary L. Helton
- Moncrief Army Health Clinic, Fort Jackson, South Carolina, USA
| | - Kenneth L. Cameron
- Keller Army Hospital, United States Military Academy, West Point, New York, USA
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of Health Sciences, Bethesda, Maryland, USA
| | - Donald L. Goss
- Department of Physical Therapy, High Point University, High Point, North Carolina, USA
| | - Erin Florkiewicz
- Rocky Mountain University of Health Professions, Provo, Utah, USA
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Doyle EW, Doyle TLA, Bonacci J, Wills J, Campbell R, Fuller JT. Classifying Impact Loading Using Axial Peak Tibial Acceleration and Impact-Related Biomechanical Differences During Treadmill Running. Scand J Med Sci Sports 2025; 35:e70002. [PMID: 39791324 PMCID: PMC11718592 DOI: 10.1111/sms.70002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2024] [Revised: 11/21/2024] [Accepted: 12/05/2024] [Indexed: 01/12/2025]
Abstract
Measuring lower extremity impact acceleration is a common strategy to identify runners with increased injury risk. However, existing axial peak tibial acceleration (PTA) thresholds for determining high-impact runners typically rely on small samples or fixed running speeds. This study aimed to describe the distribution of axial PTA among runners at their preferred running speed, determine an appropriate adjustment for investigating impact magnitude at different speeds, and compare biomechanics between runners classified by impact magnitude. A total of 171 runners ran on an instrumented treadmill at their preferred running speed during 3D motion capture. Axial PTA was collected at the distal tibia. The relationship between axial PTA and running speed was investigated using linear regression. Runners were categorized into impact sub-groups, with high- and low-impact runners identified if their axial PTA was ±1 standard deviation of the model predicted value. Differences in demographics, training, and running biomechanics between impact sub-groups were compared. Mean axial PTA was 7.8 g across all running speeds. Axial PTA increased with running speed, with a 1.7 g increase for every 1.0 m/s increase. There were no differences in axial PTA between males and females (p = 0.214) and lower limbs (p = 0.312). High-impact runners had higher vertical loading rates (p < 0.001) and greater ankle dorsiflexion at initial contact (p < 0.001) compared to low-impact runners. No differences in age, body mass, height, or weekly running distances were observed across impact sub-groups. This study proposes a method to identify the impact classification of runners based on their axial PTA for screening, monitoring, or gait retraining.
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Affiliation(s)
- Eoin W. Doyle
- Faculty of Medicine, Health, and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
- Biomechanics, Physical Performance, and Exercise Research GroupMacquarie UniversitySydneyNew South WalesAustralia
| | - Tim L. A. Doyle
- Faculty of Medicine, Health, and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
- Biomechanics, Physical Performance, and Exercise Research GroupMacquarie UniversitySydneyNew South WalesAustralia
| | - Jason Bonacci
- School of Exercise and Nutrition SciencesDeakin UniversityGeelongAustralia
| | - Jodie Wills
- Faculty of Medicine, Health, and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
- Biomechanics, Physical Performance, and Exercise Research GroupMacquarie UniversitySydneyNew South WalesAustralia
| | - Rhiannon Campbell
- Faculty of Medicine, Health, and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
- Biomechanics, Physical Performance, and Exercise Research GroupMacquarie UniversitySydneyNew South WalesAustralia
| | - Joel T. Fuller
- Faculty of Medicine, Health, and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
- Biomechanics, Physical Performance, and Exercise Research GroupMacquarie UniversitySydneyNew South WalesAustralia
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Chabot M, Thibault-Piedboeuf A, Nault ML, Roy JS, Dixon PC, Simoneau M. Influence of Sudden Changes in Foot Strikes on Loading Rate Variability in Runners. SENSORS (BASEL, SWITZERLAND) 2024; 24:8163. [PMID: 39771897 PMCID: PMC11679124 DOI: 10.3390/s24248163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Revised: 12/13/2024] [Accepted: 12/19/2024] [Indexed: 01/11/2025]
Abstract
Foot strike patterns influence vertical loading rates during running. Running retraining interventions often include switching to a new foot strike pattern. Sudden changes in the foot strike pattern may be uncomfortable and may lead to higher step-to-step variability. This study evaluated the effects of running with an imposed and usual foot strike on vertical loading rate variability and amplitude. Twenty-seven participants (16 men and 11 women; age range: 18-30 years) ran on an instrumented treadmill with their usual foot strike for 10 min. Then, the participants were instructed to run with an unusual foot strike for 6 min. We calculated the vertical instantaneous and vertical average loading rates and their variances over 200 steps to quantify vertical loading rate variability. We also calculated the amplitude and variability of the shank acceleration peak using an inertial measurement unit. The vertical loading rate and shank acceleration peak amplitudes were higher when running with a rearfoot strike, regardless of the foot strike conditions (i.e., usual or imposed). The vertical loading rate and shank acceleration peak variability were higher when running with an imposed rearfoot strike than when running with a usual forefoot strike. No differences were found in the vertical loading rate and shank acceleration peak variabilities between the imposed forefoot strike and usual rearfoot strike conditions. This study offers compelling evidence that adopting an imposed (i.e., unusual) rearfoot strike amplifies loading rate and shank acceleration peak variabilities.
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Affiliation(s)
- Maxime Chabot
- Faculty of Medicine, Department of Kinesiology, Université Laval, Quebec City, QC G1V OA6, Canada; (M.C.)
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Quebec City, QC G1M 2S8, Canada
| | - Alexandre Thibault-Piedboeuf
- Faculty of Medicine, Department of Kinesiology, Université Laval, Quebec City, QC G1V OA6, Canada; (M.C.)
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Quebec City, QC G1M 2S8, Canada
| | - Marie-Lyne Nault
- Azrieli Research Center of the CHU Sainte-Justine, Montreal, QC H3T 1C5, Canada
- Faculty of Medicine, Department of Surgery, Université de Montréal, Montréal, QC H3T 1J4, Canada
| | - Jean-Sébastien Roy
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Quebec City, QC G1M 2S8, Canada
- Faculty of Medicine, School of Rehabilitation Sciences, Université Laval, Quebec City, QC G1V 0A6, Canada
| | - Philippe C. Dixon
- Department of Kinesiology and Physical Education, McGill University, Montreal, QC H3A 0G4, Canada;
| | - Martin Simoneau
- Faculty of Medicine, Department of Kinesiology, Université Laval, Quebec City, QC G1V OA6, Canada; (M.C.)
- Center for Interdisciplinary Research in Rehabilitation and Social Integration (Cirris), Quebec City, QC G1M 2S8, Canada
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13
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Hill CN, Schmitt D, Reed W, Arent SM, Sands LP, Queen RM. Racial differences in running and landing measures associated with injury risk vary by sex. Sports Biomech 2024; 23:2738-2756. [PMID: 35352977 DOI: 10.1080/14763141.2022.2056075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 03/16/2022] [Indexed: 10/18/2022]
Abstract
It is unknown whether running and landing mechanics differ between racial groups despite injury disparities between African Americans (AA) and white Americans (WA). This study aimed to identify potential racial differences in running and landing mechanics and understand whether anthropometric, strength, and health status factors contribute to these differences. Venous blood samples, anthropometry, lower-extremity strength, and health status assessments were collected (n = 84, 18-30y). Three-dimensional motion capture and force plate data were recorded during 7 running and 7 drop vertical jump trials. Racial effects were determined, and regression models evaluated explanatory factors. AA females ran with longer stance times (p = 0.003) than WA females, while AA males ran with smaller loading rates (p = 0.046) and larger peak vertical ground reaction forces (p = 0.036) than WA males. Frontal plane knee range of motion during landing was greater in AA females (p = 0.033) than WA females; larger waist circumference and weaker knee extension strength accounted for this significance. Although outcome measures were associated with physiologic, anthropometric, and activity measures, their explanatory power for race was ambiguous, except for knee range of motion in females. Modifiable factors explaining racial effects during landing in females are potential intervention targets to reduce racial health disparities in running and landing injuries.
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Affiliation(s)
- Cherice N Hill
- Department of Biomedical Engineering and Mechanics, College of Engineering, Virginia Tech, Blacksburg, VA, USA
| | - Daniel Schmitt
- Department of Evolutionary Anthropology, College of Arts and Sciences, Duke University, Durham, NC, USA
| | - Wornie Reed
- Department of Sociology, College of Liberal Arts and Human Sciences, Virginia Tech, Blacksburg, VA, USA
| | - Shawn M Arent
- Department of Exercise Science, School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Laura P Sands
- Center for Gerontology, College of Liberal Arts and Human Sciences, Virginia Tech, Blacksburg, VA, USA
| | - Robin M Queen
- Department of Biomedical Engineering and Mechanics, College of Engineering, Virginia Tech, Blacksburg, VA, USA
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14
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Burns GT, Tam N, Langerak NG, Zernicke RF, Lamberts RP. Spring-Mass Characteristics in Runners Before and After a 56-km Road Ultramarathon. J Appl Biomech 2024; 40:492-500. [PMID: 39500304 DOI: 10.1123/jab.2023-0281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 06/19/2024] [Accepted: 08/09/2024] [Indexed: 11/29/2024]
Abstract
Ultramarathons are a unique model to study the effects of systemic fatigue in athletes. This investigation applied the spring-mass template to study runners before and 2 days after a road ultramarathon to characterize the effects of fatigue on systemic gait patterns. Overground kinetics were captured 7 days before and 2 days after the event in 14 runners. Traditional kinetic and spring-mass parameters were calculated, along with nonlinear regression-derived parameters and spring-mass model fit metrics. After the ultramarathon, vertical force magnitudes and loading rates were unchanged, but impact peaks increased (1.88 ± 0.08-1.95 ± 0.10 bodyweight). Ground contact times were modestly shorter (-3 ± 1 ms), resulting in increased leg stiffness (10.0 ± 0.5-10.3 ± 0.5 kN/m) with equivocal vertical stiffnesses. The deviation from the modeled spring-mass kinetics also increased (171.3 ± 15.0-181.4 ± 16.5 N). Overall, the systemic mechanical behaviors of the runners persisted despite the fatigue and stress induced by a road ultramarathon. These findings support previous observations that runners maintain gross mechanical behavior when fatigued with small compensatory changes in spatiotemporal and traditional spring-mass characteristics. However, these findings also suggest that the variability within that gross behavior may increase after stress, suggesting new opportunities for quantifying those deviations.
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Affiliation(s)
- Geoffrey T Burns
- School of Kinesiology, University of Michigan, Ann Arbor, MI, USA
- United States Olympic and Paralympic Committee, Colorado Springs, CO, USA
| | - Nicholas Tam
- Sport Science Laboratory, On AG, Zurich, Switzerland
| | - Nelleke G Langerak
- Neuroscience Institute and Division of Neurosurgery, University of Cape Town, Rondebosch, South Africa
- Department of Research, Sint Maartenskliniek, Nijmegen, the Netherlands
- Department of Medical BioSciences, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, MI, USA
- Department of Orthopedic Surgery, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Robert P Lamberts
- Division of Movement Science and Exercise Therapy (MSET), Department of Exercise, Sport and Lifestyle Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
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15
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Burke A, Dillon S, O'Connor S, Whyte EF, Gore S, Moran KA. Relative and absolute reliability of shank and sacral running impact accelerations over a short- and long-term time frame. Sports Biomech 2024; 23:3074-3089. [PMID: 35699677 DOI: 10.1080/14763141.2022.2086169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 05/31/2022] [Indexed: 10/18/2022]
Abstract
Whilst running is hugely popular, running-related injuries (RRIs) are prevalent. High impact loading has been proposed to contribute to RRIs, with accelerometers becoming increasingly popular in estimating segmental loading for injury detection and biofeedback training. However, there is a lack of research examining the reliability of measures of impact acceleration across short- and long-term time periods, both prior to and following exerted running. The aim of this study was to assess the absolute and relative reliability of shank and sacral impact accelerations over a short- and long-term time period. Peak (Peakaccel) and rate (Rateaccel) of impact acceleration at the shank and sacrum were assessed in 18 recreational runners over short- and long-term time frames, across fixed and self-selected speeds. The relative and absolute reliabilities were investigated for pre- and post-exerted states of running. There was high-to-excellent relative reliability, and predominantly moderate absolute reliability for shank and sacrum Peakaccel and Rateaccel in the short- and long-term time frames between pre- and post-exerted states. High to excellent relative reliability of Peakaccel and Rateaccel at the shank and sacrum are appropriate and acceptable measures across short- and long-term time frames. These findings were consistent with different levels of speed and exertion. The minimal detectable change % was large for both sensors and associated measurements, indicating that their use may be limited to intervention studies that elicit large change (>30%) in these measures.
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Affiliation(s)
- Aoife Burke
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
| | - Sarah Dillon
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
| | - Siobhán O'Connor
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
| | - Enda F Whyte
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
| | - Shane Gore
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
| | - Kieran A Moran
- School of Health and Human Performance, Dublin City University, Dublin, Ireland
- Insight SFI Research Centre for Data Analytics, Dublin City University, Dublin, Ireland
- Centre for Injury Prevention and Performance, Athletic Therapy and Training, Dublin City University, Dublin, Ireland
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16
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Burland JP, Szymanski M, Struder J, Morrissey M, Van Dyke M, Lattermann C, Francisco J, Edgar CM. Cumulative Impact Loading and Cartilage Synthesis Biomarkers May Be Associated With Injury Risk in Female Collegiate Basketball Players. Arthrosc Sports Med Rehabil 2024; 6:100992. [PMID: 39776496 PMCID: PMC11701992 DOI: 10.1016/j.asmr.2024.100992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 08/18/2024] [Indexed: 01/11/2025] Open
Abstract
Purpose To evaluate whether cumulative impact load and serum biomarkers are related to lower-extremity injury and to determine any impact load and cartilage biomarker relationships in collegiate female basketball athletes. Methods This was a prospective longitudinal study evaluating lower-extremity impact load, serum cartilage biomarkers, and injury incidence over the course of a single collegiate women's basketball season. Data were collected from August 2022 to April 2023; no other follow-up after the cessation of the season was conducted in this cohort. Inclusion criteria for the study included collegiate women's basketball athletes, ages 18 to 25 years, who were noninjured at the start of the study time frame (August 2024). Cartilage synthesis (procollagen II carboxy propeptide and aggrecan chondroitin sulfate 846 epitope) and degradation (collagen type II cleavage) biomarkers were evaluated at 6 season timepoints. Impact load metrics (cumulative bone stimulus, impact intensity) were collected during practices using inertial measurement units secured to the distal medial tibiae. Injury was defined as restriction of participation for 1 or more days beyond day of initial injury. Cumulative impact load metrics were calculated over the week before any documented injury and blood draws for analysis. Point biserial and Pearson product moment correlations were used to determine the relationship between impact load metrics, serum biomarkers, and injury. Results Eleven collegiate women's basketball athletes (height: 1.86 meters, mass: 82.0 kg, age: 20.54 years) participated. Greater medium-range (6-20 g) cumulative impact intensities during week 5 and 6 for both limbs (r = 0.674, P = .023) and high-range (20-200 g) during week 8 for both limbs (0.672, P = .024) were associated with injury. Greater cumulative bone stimulus was associated with increased procollagen II carboxy propeptide levels before conference playoffs for right (r = 0.694, P = .026) and left (r = 0.747, P = .013) limbs. Greater chondroitin sulfate 846 epitope levels at off-season-1 (r = 0.729, P = .017), and at the beginning of the competitive season (r = 0.645, P = .044) were associated with season-long injury incidence. Conclusions In this study, we found that moderate-to-high intensity impacts (6-200 g) early in the season were associated with subsequent injury among female collegiate basketball players. Increased cartilage synthesis at various time points was correlated with increased cumulative bone stimulus metrics and season-long injury incidence in this population. Level of Evidence Level IV, prognostic case series.
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Affiliation(s)
- Julie P. Burland
- Department of Kinesiology, University of Connecticut, Storrs, Connecticut, U.S.A
- UConn Institute for Sports Medicine, University of Connecticut, Storrs, Connecticut, U.S.A
| | - Michael Szymanski
- Department of Kinesiology, University of Connecticut, Storrs, Connecticut, U.S.A
| | - Jeb Struder
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, U.S.A
| | | | - Michelle Van Dyke
- Department of Athletics, University of Pittsburgh, Pittsburgh, Pennsylvania, U.S.A
| | | | - Janelle Francisco
- UConn Athletics, University of Connecticut, Storrs, Connecticut, U.S.A
| | - Cory M. Edgar
- UConn Institute for Sports Medicine, University of Connecticut, Storrs, Connecticut, U.S.A
- University of Connecticut Health Center, Farmington, Connecticut, U.S.A
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17
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da Silva Azevedo AP, Mezêncio B, Nóbrega C, Cardoso-Filho CA, de Matos-Neto EM, de Araújo JA, Cambri LT, Amadio AC, Seelaender MCL, Serrão JC. "Acute responses to barefoot running are related to changes in kinematics, mechanical load, and inflammatory profile". Hum Mov Sci 2024; 98:103305. [PMID: 39579715 DOI: 10.1016/j.humov.2024.103305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 11/18/2024] [Accepted: 11/18/2024] [Indexed: 11/25/2024]
Abstract
This study investigated the acute effects of barefoot (BF) running on biomechanical parameters and cytokine concentrations. Seventy-one habitually shod runners had biomechanical parameters evaluated during running shod (SH) and BF, while a sub-group of 19 runners had their inflammatory profile analyzed before and after a running session, using their habitual shoes or barefoot. Running BF changed spatiotemporal and joint kinematics, including the stride frequency (increased) and length (decreased), and foot strike pattern (more plantarflexed ankle at initial contact). An increased impact force was observed (p < 0.05), while joint moment, power, and work were also affected by BF running: a shift of joint load from the knee and hip to the ankle occurred (p < 0.05). In cytokine levels, maintenance (all cytokines, except Eotaxin, IL-12p40, IL-2, IL5, and MIP-1 beta) or reductions (IL-12p40, IL-2, and IL5) were observed as an acute response to BF running, what means to keep or reduce the levels of pro-inflammatory cytokines and immunological/chemoattraction proteins when compared to SH. Summarily, a single session of BF running may not represent enough stress to induce changes in the inflammatory profile. Besides the increased impact force, the joint load was reduced during short-term BF running. Nevertheless, short-term BF running should be cautiously applied due to the shift of joint load from the knee and hip to the ankle.
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Affiliation(s)
- Ana Paula da Silva Azevedo
- Laboratory of Biomechanics, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil; Research Group on Biomechanics Applied to Sports Training - GPBATE, College of Physical Education, Federal University of Mato Grosso, Mato Grosso, Brazil.
| | - Bruno Mezêncio
- Laboratory of Biomechanics, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil; Research Group on Biomechanics Applied to Sports Training - GPBATE, College of Physical Education, Federal University of Mato Grosso, Mato Grosso, Brazil
| | - Clara Nóbrega
- Laboratory of Biochemistry and Molecular Biology of Exercise, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil; João Pessoa University Center, Paraíba, Brazil
| | | | - Emidio Marques de Matos-Neto
- Cancer Metabolism Research Group, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil; Physical Education Department, Health Sciences Centre, Federal University of Piauí, Piauí, Brazil
| | - Jaqueline Alves de Araújo
- Research Group on Biomechanics Applied to Sports Training - GPBATE, College of Physical Education, Federal University of Mato Grosso, Mato Grosso, Brazil
| | - Lucieli Teresa Cambri
- Research Group on Biomechanics Applied to Sports Training - GPBATE, College of Physical Education, Federal University of Mato Grosso, Mato Grosso, Brazil
| | - Alberto Carlos Amadio
- Laboratory of Biomechanics, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil
| | | | - Júlio Cerca Serrão
- Laboratory of Biomechanics, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil
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18
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Kozinc Ž, Smajla D, Šarabon N. The reliability of wearable commercial sensors for outdoor assessment of running biomechanics: the effect of surface and running speed. Sports Biomech 2024; 23:2330-2343. [PMID: 35019817 DOI: 10.1080/14763141.2021.2022746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 12/21/2021] [Indexed: 10/19/2022]
Abstract
The aim of this study was to investigate the reliability of running biomechanics assessment with a wearable commercial sensor (RunScribeTM). Participants performed multiple 200-m runs over sand, grass and asphalt ground at the estimated 5-km tempo, with an additional trial with 21-km tempo at the asphalt. Intra-session reliability was excellent for all variables at 5-km pace (intra-class coefficient correlation (ICC) asphalt: 0.90-0.99; macadam: 0.94-1.00; grass: 0.92-1.00), except for shock (good; ICC = 0.83), and contact time and total power output (moderate; ICC = 0.68-0.71). Coefficient of variation (CV) were mostly acceptable in all conditions, except for horizontal ground reaction force (GRF) rate in asphalt 5-km pace trial (CV = 24.5 %), power (CV = 14.3 %) and foot strike type (CV = 30.9 %) in 21-km pace trial, and horizontal GRF rate grass trial (CV = 15.7 %). Inter-session reliability was high or excellent for the majority of the outcomes (ICC≥0.85). Total power output (ICC = 0.56-0.65) and shock (ICC = 0.67-0.75) showed only moderate reliability across all conditions. Power (CV = 12.5-13.8 %), foot strike type (CV = 14.9-29.4 %) and horizontal ground reaction force rate (CV = 12.4-36.4 %) showed unacceptable CV.
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Affiliation(s)
- Žiga Kozinc
- Faculty of Health Sciences, University of Primorska, Izola, Slovenia
- Andrej Marušič Institute, University of Primorska, Koper, Slovenia
| | - Darjan Smajla
- Faculty of Health Sciences, University of Primorska, Izola, Slovenia
- Human Health Department, InnoRenew CoE, Ljubljana, Izola, Slovenia
| | - Nejc Šarabon
- Faculty of Health Sciences, University of Primorska, Izola, Slovenia
- Human Health Department, InnoRenew CoE, Ljubljana, Izola, Slovenia
- S2P, Laboratory for Motor Control and Motor Behavior, Science to Practice, Ltd., Slovenia
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Traut AG, Hannigan J, Ter Har JA, Pollard CD. Influence of Footwear Selection on Youth Running Biomechanics: A Pilot Study. Sports Health 2024; 16:913-919. [PMID: 38073161 PMCID: PMC11531011 DOI: 10.1177/19417381231215070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND The relationship of running biomechanics, footwear, and injury has been studied extensively in adults. There has been little research on the effects of footwear on running biomechanics in youth. HYPOTHESIS Running biomechanics of youth will be significantly affected by changes in footwear. Minimal shoe running will demonstrate similarities to barefoot. STUDY DESIGN Crossover study design: randomized trial. LEVEL OF EVIDENCE Level 2. METHODS A total of 14 active male youth (8-12 years old) participants with no previous exposure to minimalist shoes or barefoot running had running biomechanics (lower extremity sagittal plane kinematics and vertical ground reaction forces [vGRFs]) collected and analyzed in 3 footwear conditions (barefoot, traditional, and minimal shoe). RESULTS The average vertical loading rate (AVLR) was significantly greater running barefoot (173.86 bodyweights per second [BW/s]) and in the minimal shoe (138.71 BW/s) compared with the traditional shoe (78.06 BW/s), (P < 0.01). There were significant differences between shoe conditions for knee flexion at initial contact (P < 0.01), knee sagittal plane excursion (P < 0.01), peak dorsiflexion (P < 0.01), and dorsiflexion at initial contact (P = 0.03). No participants displayed a forefoot-strike during this study. CONCLUSION The introduction of barefoot and minimalist running in habitually shod youth significantly affected the running biomechanics of youth and caused immediate alterations in both lower extremity kinematics and vGRFs. Running barefoot or in minimal shoes dramatically increased the AVLR, which has been associated with injury, compared with a traditional shoe. CLINICAL RELEVANCE This study evaluated the effects of footwear on overground running biomechanics, including AVLR, in pre- and early-adolescent youth males. Based on our findings, clinicians should exercise caution in barefoot or minimal shoe transition among young, habitually shod, runners due to the immediate and dramatic increases in AVLRs.
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Affiliation(s)
- Andrew G. Traut
- Program in Kinesiology, College of Health, Oregon State University, Corvallis, Oregon
| | - J.J. Hannigan
- Program in Physical Therapy, College of Health, Oregon State University - Cascades, Bend, Oregon
| | | | - Christine D. Pollard
- Program in Physical Therapy, College of Health, Oregon State University - Cascades, Bend, Oregon
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20
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Wolski L, Halaki M, Hiller CE, Pappas E, Fong Yan A. Validity of an Inertial Measurement Unit System to Measure Lower Limb Kinematics at Point of Contact during Incremental High-Speed Running. SENSORS (BASEL, SWITZERLAND) 2024; 24:5718. [PMID: 39275629 PMCID: PMC11398232 DOI: 10.3390/s24175718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Revised: 08/14/2024] [Accepted: 08/26/2024] [Indexed: 09/16/2024]
Abstract
There is limited validation for portable methods in evaluating high-speed running biomechanics, with inertial measurement unit (IMU) systems commonly used as wearables for this purpose. This study aimed to evaluate the validity of an IMU system in high-speed running compared to a 3D motion analysis system (MAS). One runner performed incremental treadmill running, from 12 to 18 km/h, on two separate days. Sagittal angles for the shank, knee, hip and pelvis were measured simultaneously with three IMUs and the MAS at the point of contact (POC), the timing when the foot initially hits the ground, as identified by IMU system acceleration, and compared to the POC identified via force plate. Agreement between the systems was evaluated using intra-class correlation coefficients, Pearson's r, Bland-Altman limits of agreements, root mean square error and paired t-tests. The IMU system reliably determined POC (which subsequently was used to calculate stride time) and measured hip flexion angle and anterior pelvic tilt accurately and consistently at POC. However, it displayed inaccuracy and inconsistency in measuring knee flexion and shank angles at POC. This information provides confidence that a portable IMU system can aid in establishing baseline running biomechanics for performance optimisation, and/or inform injury prevention programs.
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Affiliation(s)
- Lisa Wolski
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
| | - Mark Halaki
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
| | - Claire E Hiller
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
| | - Evangelos Pappas
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
- School of Health and Biomedical Sciences, Royal Melbourne Institute of Technology, Melbourne, VIC 3000, Australia
| | - Alycia Fong Yan
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
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21
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Mahoney JM, Rhudy MB, Outerleys J, Davis IS, Altman-Singles AR. Identification of footstrike pattern using accelerometry and machine learning. J Biomech 2024; 174:112255. [PMID: 39159584 DOI: 10.1016/j.jbiomech.2024.112255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 07/19/2024] [Accepted: 07/31/2024] [Indexed: 08/21/2024]
Abstract
Recent reports have suggested that there may be a relationship between footstrike pattern and overuse injury incidence and type. With the recent increase in wearable sensors, it is important to identify paradigms where the footstrike pattern can be detected in real-time from minimal data. Machine learning was used to classify tibial acceleration data into three distinct footstrike patterns: rearfoot, midfoot, or forefoot. Tibial accelerometry data were collected during treadmill running from 58 participants who each ran with rearfoot, midfoot, and forefoot strike patterns. These data were used as inputs into an artificial neural network classifier. Models were created by using three distinct acceleration data sets, using the first 100%, 75%, and 40% of stance phase. All models were able to predict the footstrike pattern with up to 89.9% average accuracy. The highest error was associated with the identification of the midfoot versus forefoot strike pattern. This technique required no pre-selection of features or filtering of the data and may be easily incorporated into a wearable device to aid with real-time footstrike pattern detection.
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Affiliation(s)
- Joseph M Mahoney
- Mechanical Engineering, The Pennsylvania State University, Berks College, Reading, PA, USA; Kinesiology, The Pennsylvania State University, Berks College, Reading, PA, USA; Mechanical Engineering, Alvernia University, Reading, PA, USA.
| | - Matthew B Rhudy
- Mechanical Engineering, The Pennsylvania State University, Berks College, Reading, PA, USA
| | - Jereme Outerleys
- Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA; Mechanical and Materials Engineering, Queens University, Kingston, ON, Canada
| | - Irene S Davis
- Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA; School of Physical Therapy & Rehabilitation Sciences, University of South Florida, Miami, FL, USA
| | - Allison R Altman-Singles
- Mechanical Engineering, The Pennsylvania State University, Berks College, Reading, PA, USA; Kinesiology, The Pennsylvania State University, Berks College, Reading, PA, USA
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22
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George ERM, Sheerin KR, Reid D. Criteria and Guidelines for Returning to Running Following a Tibial Bone Stress Injury: A Scoping Review. Sports Med 2024; 54:2247-2265. [PMID: 39141251 PMCID: PMC11393297 DOI: 10.1007/s40279-024-02051-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/16/2024] [Indexed: 08/15/2024]
Abstract
Tibial bone stress injuries (BSIs) are common among long-distance runners. They have a high recurrence rate, and complexity emerges in the wider management and successful return to running. Following a tibial BSI, a critical component of complete rehabilitation is the successful return to running, and there is a lack of consistency or strong evidence to guide this process. The objectives of this review were to outline the criteria used in clinical decision-making prior to resuming running, and to establish evidence-based guidelines for the return to running process following a tibial BSI. Electronic databases including MEDLINE, CINAHL, Scopus, SPORTDiscus and AMED were searched for studies that stated criteria or provided guidelines on the objectives above. Fifty studies met the inclusion criteria and were included. Thirty-nine were reviews or clinical commentaries, three were retrospective cohort studies, two were randomised controlled trials, two were pilot studies, one was a prospective observational study, and three were case studies. Therefore, the recommendations that have been surmised are based on level IV evidence. Decisions on when an athlete should return to running should be shared between clinicians, coaches and the athlete. There are five important components to address prior to introducing running, which are: the resolution of bony tenderness, pain-free walking, evidence of radiological healing in high-risk BSIs, strength, functional and loading tests, and the identification of contributing factors. Effective return to running planning should address the athlete's risk profile and manage the risk by balancing the athlete's interests and reinjury prevention. An individualised graduated return to running programme should be initiated, often starting with walk-run intervals, progressing running distance ahead of speed and intensity, with symptom provocation a key consideration. Contributing factors to the initial injury should be addressed throughout the return to run process.
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Affiliation(s)
- Esther R M George
- Sports Performance Research Institute New Zealand (SPRINZ), Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand.
- InForm Physio, Silverstream, New Zealand.
| | - Kelly R Sheerin
- Sports Performance Research Institute New Zealand (SPRINZ), Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand
| | - Duncan Reid
- Sports Performance Research Institute New Zealand (SPRINZ), Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand
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23
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Desai GA, DeJong Lempke AF, Harezlak J, Gruber AH. Sex differences in body composition and shock attenuation during running. J Biomech 2024; 173:112245. [PMID: 39084062 DOI: 10.1016/j.jbiomech.2024.112245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 07/03/2024] [Accepted: 07/22/2024] [Indexed: 08/02/2024]
Abstract
Running-related impact shock is absorbed via biological tissue deformation. Given known sex differences in body composition, shock attenuation may also differ between sexes thereby influencing sex-specific running-related injury risk. This study examined sex differences in body composition and shock attenuation during running. Seventeen female (mean ± 1SD age: 34.7 ± 16.1) and twenty-one male runners (age: 29.0 ± 13.8) ran overground as inertial measurement units with triaxial accelerometers measured impact shock at the distal tibia and low-back. Frequency-domain axial and resultant shock attenuation were calculated between the low-back relative to the tibia using a transfer function of the power spectral density within 9-20, 21-35, and 36-50 Hz. Bone mineral density and content, fat and lean mass were measured in the lower extremity and pelvis/gynoid regions using dual x-ray absorptiometry. The association between sex and shock attenuation was tested using age-adjusted linear regression models, adjusted and unadjusted for body composition as a post-hoc analysis (α = 0.05). Body composition variables normalized to body mass were compared between sexes using independent samples t-tests (α = 0.05). Body composition differed between sexes (p-range: <0.001-0.01, Cohen's d range: 0.17-2.41). Before adjusting for body composition, sex was not significantly associated with axial or resultant shock attenuation (p > 0.05), but adjusting for select body composition variables like lower extremity lean and bone mass revealed greater attenuation in females than males (β-range: -124.76 to -46.42, negative indicates greater attenuation; p-range = 0.004-0.04). Sex may not influence shock attenuation during running, but body composition must be accounted for to better understand this association and consequently sex-specific tissue capacities relative to applied loads.
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Affiliation(s)
- Gauri A Desai
- Department of Kinesiology, School of Public Health, University of Maryland, College Park, MD, USA.
| | - Alexandra F DeJong Lempke
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA, USA.
| | - Jaroslaw Harezlak
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University-Bloomington, Bloomington, IN, USA.
| | - Allison H Gruber
- Department of Kinesiology, School of Public Health, Indiana University-Bloomington, Bloomington, IN, USA.
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24
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Xia H, Huang Y, Chen G, Cheng S, Cheung RTH, Shull PB. Self-selected running gait modifications reduce acute impact loading, awkwardness, and effort. Sports Biomech 2024; 23:1043-1056. [PMID: 34105440 DOI: 10.1080/14763141.2021.1916576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 04/09/2021] [Indexed: 10/21/2022]
Abstract
Impact loading has been associated with running-related injuries, and gait retraining has been suggested as a means of reducing impact loading and lowering the risk of injury. However, gait retraining can lead to increased perceived awkwardness and effort. The influence of specifically trained and self-selected running gait modifications on acute impact loading, perceived awkwardness and effort is currently unclear. Sixteen habitual rearfoot/midfoot runners performed forefoot strike pattern, increased step rate, anterior trunk lean and self-selected running gait modifications on an instrumented treadmill based on real-time biofeedback. Impact loading, perceived awkwardness and effort scores were compared among the four gait retraining conditions. Self-selected gait modification reduced vertical average loading rate (VALR) by 25.3%, vertical instantaneous loading rate (VILR) by 27.0%, vertical impact peak (VIP) by 16.8% as compared with baseline. Forefoot strike pattern reduced VALR, VILR and peak tibial acceleration. Increased step rate reduced VALR. Anterior trunk lean did not reduce any impact loading. Self-selected gait modification was perceived as less awkward and require less effort than the specifically trained gait modification (p < 0.05). These findings suggest that self-selected gait modification could be a more natural and less effortful strategy than specifically trained gait modification to reduce acute impact loading, while the clinical significance remains unknown.
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Affiliation(s)
- Haisheng Xia
- Department of Automation, University of Science and Technology of China, Hefei, China
| | - Yangjian Huang
- State Key Laboratory of Mechanical Systems and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Gang Chen
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
| | - Sulin Cheng
- Department of Physical Education, Shanghai Jiao Tong University, Shanghai, China
- Exercise Translational Medicine Center, Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Roy T H Cheung
- School of Health Sciences, Western Sydney University, Sydney, Australia
| | - Peter B Shull
- State Key Laboratory of Mechanical Systems and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China
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25
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Jimenez-Perez I, Priego-Quesada JI, Camacho-García A, Cibrián Ortiz de Anda RM, Pérez-Soriano P. Impact accelerations during a prolonged run using a microwavable self-customised foot orthosis. Sports Biomech 2024; 23:935-948. [PMID: 34126852 DOI: 10.1080/14763141.2021.1902553] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 03/08/2021] [Indexed: 10/21/2022]
Abstract
The use of custom-made foot orthoses has been associated with numerous benefits, such as decreased impact accelerations. However, it is not known whether this effect could be due to better customisation. The present study analysed the effects of the first generation of a microwavable prefabricated self-customised foot orthosis vs. a prefabricated standard one on impact accelerations throughout a prolonged run. Thirty runners performed two tests of 30-min running on a treadmill, each one with an orthosis condition. Impact acceleration variables of tibia and head were recorded every 5 min. Microwavable self-customised foot orthosis increased the following variables in the first instants compared to the prefabricated standard one: tibial peak (min1: 6.5 (1.8) vs. 6.0 (1.7) g, P = .009, min5: 6.6 (1.7) vs. 6.2 (1.7) g, P = .035), tibial magnitude (min1: 8.3 (2.6) vs. 7.7 (2.4) g, P = .030, min5: 8.5 (2.6) vs. 7.9 (2.5) g, P = .026) and shock attenuation (min1: 61.4 (16.8) vs. 56.3 (16.3)%, P = .014, min5: 62.0 (15.5) vs. 57.2 (15.3)%, P = .040), and tibial rate throughout the entire run (504.3 (229.7) vs. 422.7 (212.9) g/s, P = .006). However, it was more stable throughout 30-min running (P < .05). These results show that the shape customisation entailed by the thermoformable material does not provide impact acceleration improvements.
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Affiliation(s)
- Irene Jimenez-Perez
- Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, Universitat de València, Valencia, Spain
- Research Group in Medical Physics (GIFIME), Department of Physiology, Universitat de València, Valencia, Spain
| | - Jose Ignacio Priego-Quesada
- Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, Universitat de València, Valencia, Spain
- Research Group in Medical Physics (GIFIME), Department of Physiology, Universitat de València, Valencia, Spain
| | - Andrés Camacho-García
- Department of Communications, Universitat Politècnica de València, Alcoy, Alicante, Spain
| | | | - Pedro Pérez-Soriano
- Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, Universitat de València, Valencia, Spain
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26
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Walker EM, Hunt NL, Holcomb AE, Fitzpatrick CK, Brown TN. Effect of age on ankle biomechanics and tibial compression during stair descent. Gait Posture 2024; 112:140-146. [PMID: 38781789 PMCID: PMC11193625 DOI: 10.1016/j.gaitpost.2024.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/30/2024] [Accepted: 05/13/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Stress fracture is a concern among older adults, as age-related decrements in ankle neuromuscular function may impair their ability to attenuate tibial compressive forces experienced during daily locomotor tasks, such as stair descent. Yet, it is unknown if older adults exhibit greater tibial compression than their younger counterparts when descending stairs. RESEARCH QUESTION Do older adults exhibit differences in ankle biomechanics that alter their tibial compression during stair descent compared to young adults, and is there a relation between tibial compression and specific changes in ankle biomechanics? METHODS Thirteen young (18-25 years) and 13 older (> 65 years) adults had ankle joint biomechanics and tibial compression quantified during a stair descent. Discrete ankle biomechanics (peak joint angle and moment, and joint stiffness) and tibial compression (maximum and impulse) measures were submitted to an independent t-test, while ankle joint angle and moment, and tibial compression waveforms were submitted to an independent statistical parametric mapping t-test to determine group differences. Pearson correlation coefficients (r) determined the relation between discrete ankle biomechanics and tibial compression measures for all participants, and each group. RESULTS Older adults exhibited smaller maximum tibial compression (p = 0.004) from decreases in peak ankle joint angle and moment between 17 % and 34 % (p = 0.035), and 20-31 % of stance (p < 0.001) than young adults. Ankle biomechanics exhibited a negligible to weak correlation with tibial compression for all participants, with peak ankle joint moment and maximum tibial compression (r = -0.48 ± 0.32) relation the strongest. Older adults typically exhibited a stronger relation between ankle biomechanics and tibial compression (e.g., r = -0.48 ± 0.47 vs r = -0.27 ± 0.52 between peak ankle joint moment and maximum tibial compression). SIGNIFICANCE Older adults altered ankle biomechanics and decreased maximum tibial compression to safely execute the stair descent. Yet, specific alterations in ankle biomechanics could not be identified as a predictor of changes in tibial compression.
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Affiliation(s)
- Elijah M Walker
- Dept. of Kinesiology, Boise State University, Boise, ID, USA
| | - Nicholas L Hunt
- Dept. of Kinesiology, Boise State University, Boise, ID, USA
| | - Amy E Holcomb
- Dept. of Mechanical and Biomedical Engineering, Boise State University, Boise, ID, USA
| | - Clare K Fitzpatrick
- Dept. of Mechanical and Biomedical Engineering, Boise State University, Boise, ID, USA
| | - Tyler N Brown
- Dept. of Kinesiology, Boise State University, Boise, ID, USA.
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27
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Glover NA, Chaudhari AM. Neuromuscular and trunk control mediate factors associated with injury in fatigued runners. J Biomech 2024; 170:112176. [PMID: 38820995 DOI: 10.1016/j.jbiomech.2024.112176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 05/20/2024] [Accepted: 05/26/2024] [Indexed: 06/02/2024]
Abstract
This study aimed to determine how fatigue affects factors associated with injury, neuromuscular activity, and control in recreational runners. Previously identified injury risk factors were defined as peak vertical instantaneous loading rates (pVILR) for tibial stress fracture (TSF) and peak hip adduction (pHADD) for patellofemoral pain syndrome and iliotibial band syndrome. Kinematics, kinetics, and electromyography data were collected from 11 recreational runners throughout a fatiguing run. Three trials were collected in the first and final minutes of the run. Coactivation was quantified about the knee and ankle for the entire stance phase and anticipatory, weight acceptance (WA), and propulsion sub-phases of stance. Trunk control was quantified by the peak mediolateral lean, peak forward lean, and flexion range of motion (ROM). There were significant increases in pHADD and pVILR when fatigued. Significant decreases in coactivation around the knee were found over the entire stance phase, in the anticipatory phase, and WA phase. Coactivation decreased about the ankle during WA. Lateral trunk lean significantly increased when fatigued, but no significant changes were found in flexion ROM or lean. Mediation analyses showed changes in ankle coactivation during WA, and lateral trunk lean are significant influences on pVILR, a measure associated with TSF. Fatigue-induced adaptations of decreasing ankle coactivation during WA and increased lateral trunk lean may increase the likelihood of TSF. In this study, a fatiguing run influenced changes in control in recreational runners. Further investigation of causal fatigue-induced injuries is necessary to better understand the effects of coactivation and trunk control.
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Affiliation(s)
- Nelson A Glover
- Department of Bioengineering, George Mason University, Fairfax, VA, United States.
| | - Ajit Mw Chaudhari
- School of Health and Rehabilitation Sciences, The Ohio State University, Columbus, OH, United States
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28
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Johnson CD, Sara LK, Bradach MM, Zeppetelli DJ, Dæhlin TE, Mullineaux DR, Foulis SA, Hughes JM, Davis IS. Sex- and age-related differences in kinetics and tibial accelerations during military-relevant movement tasks in U.S. Army trainees. Eur J Sport Sci 2024; 24:740-749. [PMID: 38874992 PMCID: PMC11235782 DOI: 10.1002/ejsc.12091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 02/08/2024] [Accepted: 02/09/2024] [Indexed: 06/15/2024]
Abstract
Lower extremity injuries are prevalent in military trainees, especially in female and older trainees. Modifiable factors that lead to higher injury risk in these subgroups are not clear. The purpose of this study was to identify whether external loading variables during military-relevant tasks differ by age and sex in U.S. Army trainees. Data was collected on 915 trainees in the first week of Basic Combat Training. Participants performed running and ruck marching (walking with 18.1 kg pack) on a treadmill, as well as double-/single-leg drop landings. Variables included: vertical force loading rates, vertical stiffness, first peak vertical forces, peak vertical and resultant tibial accelerations. Comparisons were made between sexes and age groups (young, ≤19 years; middle, 20-24 years; older, ≥25 years). Significant main effects of sex were found, with females showing higher vertical loading rates during ruck marching, and peak tibial accelerations during running and ruck marching (p ≤ 0.03). Males showed higher vertical stiffness during running and peak vertical tibial accelerations during drop landings (p < 0.01). A main effect of age was found for vertical loading rates during running (p = 0.03), however no significant pairwise differences were found between age groups. These findings suggest that higher external loading may contribute to higher overall injury rates in female trainees. Further, higher stiffness during running may contribute to specific injuries, such as Achilles Tendinopathy, that are more prevalent in males. The lack of differences between age groups suggests that other factors contribute more to higher injury rates in older trainees.
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Affiliation(s)
- Caleb D. Johnson
- Military Performance DivisionUnited States Army Research Institute of Environmental MedicineNatickMassachusettsUSA
| | - Lauren K. Sara
- Spaulding National Running CenterSpaulding Rehabilitation HospitalCambridgeMassachusettsUSA
- College of Health and Rehabilitation SciencesBoston UniversityBostonMassachusettsUSA
| | - Molly M. Bradach
- Spaulding National Running CenterSpaulding Rehabilitation HospitalCambridgeMassachusettsUSA
| | - David J. Zeppetelli
- Military Performance DivisionUnited States Army Research Institute of Environmental MedicineNatickMassachusettsUSA
| | - Torstein E. Dæhlin
- School of Physical Therapy and Rehabilitation SciencesUniversity of South FloridaTampaFloridaUSA
| | | | - Stephen A. Foulis
- Military Performance DivisionUnited States Army Research Institute of Environmental MedicineNatickMassachusettsUSA
| | - Julie M. Hughes
- Military Performance DivisionUnited States Army Research Institute of Environmental MedicineNatickMassachusettsUSA
| | - Irene S. Davis
- School of Physical Therapy and Rehabilitation SciencesUniversity of South FloridaTampaFloridaUSA
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29
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Shen W, Yu Y, Frias Bocanegra J, Wheeler PC, Fong DTP. Enhancing running injury prevention strategies with real-time biofeedback: A systematic review and meta-analysis. J Sports Sci 2024; 42:981-992. [PMID: 38967313 DOI: 10.1080/02640414.2024.2374637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 06/23/2024] [Indexed: 07/06/2024]
Abstract
The number of runners and the incidence of running-related injuries (RRIs) are on the rise. Real-time biofeedback gait retraining offers a promising approach to RRIs prevention. However, due to the diversity in study designs and reported outcomes, there remains uncertainty regarding the efficacy of different forms of feedback on running gait biomechanics. Three databases: MEDLINE, PUBMED, and SPORTDiscus were searched to identify relevant studies published up to March 2024, yielding 4646 articles for review. The quality of the included studies was assessed using the Downs and Black Quality checklist. Primary outcomes, including Peak Tibial Acceleration (PTA), Vertical Average Loading Rate (VALR), and Vertical Instantaneous Loading Rate (VILR), were analysed through meta-analysis. 24 studies met the inclusion criteria and were analysed in this review.17 used visual biofeedback (VB) while 14 chose auditory biofeedback (AB). The meta-analysis revealed a reduction in loading variables both immediately following the intervention and after extended training, with both visual and auditory feedback. Notably, the decrease in loading variables was more pronounced post-training and VB proved to be more effective than AB. Real-time biofeedback interventions are effective in lowering loading variables associated with RRIs. The impact is more substantial with sustained training, and VB outperforms AB in terms of effectiveness.
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Affiliation(s)
- Wei Shen
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Yifan Yu
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Jose Frias Bocanegra
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Patrick C Wheeler
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- Department of Musculoskeletal, Sport & Exercise Medicine, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Daniel T P Fong
- National Centre for Sport and Exercise Medicine, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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30
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Tenforde AS, Ackerman KE, Bouxsein ML, Gaudette L, McCall L, Rudolph SE, Gehman S, Garrahan M, Hughes JM, Outerleys J, Davis IS, Popp KL. Factors Associated With High-Risk and Low-Risk Bone Stress Injury in Female Runners: Implications for Risk Factor Stratification and Management. Orthop J Sports Med 2024; 12:23259671241246227. [PMID: 38779133 PMCID: PMC11110515 DOI: 10.1177/23259671241246227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 10/24/2023] [Indexed: 05/25/2024] Open
Abstract
Background Bone stress injury (BSI) is a common overuse injury in active women. BSIs can be classified as high-risk (pelvis, sacrum, and femoral neck) or low-risk (tibia, fibula, and metatarsals). Risk factors for BSI include low energy availability, menstrual dysfunction, and poor bone health. Higher vertical load rates during running have been observed in women with a history of BSI. Purpose/Hypothesis The purpose of this study was to characterize factors associated with BSI in a population of premenopausal women, comparing those with a history of high-risk or low-risk BSI with those with no history of BSI. It was hypothesized that women with a history of high-risk BSI would be more likely to exhibit lower bone mineral density (BMD) and related factors and less favorable bone microarchitecture compared with women with a history of low-risk BSI. In contrast, women with a history of low-risk BSI would have higher load rates. Study Design Cross-sectional study; Level of evidence, 3. Methods Enrolled were 15 women with a history of high-risk BSI, 15 with a history of low-risk BSI, and 15 with no history of BSI. BMD for the whole body, hip, and spine was standardized using z scores on dual-energy x-ray absorptiometry. High-resolution peripheral quantitative computed tomography was used to quantify bone microarchitecture at the radius and distal tibia. Participants completed surveys characterizing factors that influence bone health-including sleep, menstrual history, and eating behaviors-utilizing the Eating Disorder Examination Questionnaire (EDE-Q). Each participant completed a biomechanical assessment using an instrumented treadmill to measure load rates before and after a run to exertion. Results Women with a history of high-risk BSI had lower spine z scores than those with low-risk BSI (-1.04 ± 0.76 vs -0.01 ± 1.15; P < .05). Women with a history of high-risk BSI, compared with low-risk BSI and no BSI, had the highest EDE-Q subscores for Shape Concern (1.46 ± 1.28 vs 0.76 ± 0.78 and 0.43 ± 0.43) and Eating Concern (0.55 ± 0.75 vs 0.16 ± 0.38 and 0.11 ± 0.21), as well as the greatest difference between minimum and maximum weight at current height (11.3 ± 5.4 vs 7.7 ± 2.9 and 7.6 ± 3.3 kg) (P < .05 for all). Women with a history of high-risk BSI were more likely than those with no history of BSI to sleep <7 hours on average per night during the week (80% vs 33.3%; P < .05). The mean and instantaneous vertical load rates were not different between groups. Conclusion Women with a history of high-risk BSI were more likely to exhibit risk factors for poor bone health, including lower BMD, while load rates did not distinguish women with a history of BSI.
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Affiliation(s)
- Adam S Tenforde
- Department of Physical Medicine and Rehabilitation, Spaulding National Running Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Cambridge, Massachusetts, USA
| | - Kathryn E Ackerman
- Wu Tsai Female Athlete Program, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Endocrine Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Mary L Bouxsein
- Endocrine Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Center for Advanced Orthopedic Studies, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Logan Gaudette
- Department of Physical Medicine and Rehabilitation, Spaulding National Running Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Cambridge, Massachusetts, USA
| | - Lauren McCall
- Wu Tsai Female Athlete Program, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Sara E Rudolph
- Endocrine Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Sarah Gehman
- Endocrine Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Margaret Garrahan
- Endocrine Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Julie M Hughes
- Military Performance Division, United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
| | - Jereme Outerleys
- Department of Physical Medicine and Rehabilitation, Spaulding National Running Center, Spaulding Rehabilitation Hospital, Harvard Medical School, Cambridge, Massachusetts, USA
| | - Irene S Davis
- School of Physical Therapy Tampa, University of South Florida, Florida, USA
| | - Kristin L Popp
- Endocrine Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Military Performance Division, United States Army Research Institute of Environmental Medicine, Natick, Massachusetts, USA
- Oak Ridge Associated Universities, Oak Ridge, Tennessee, USA. A.S.T., K.E.A., and M.L.B. contributed equally to this study. I.S.D. and K.L.P. contributed equally to this study
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31
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Chen B, Williamson T, Murray A, Zhou H, Clement N. A Scoping Review of the Epidemiology, Management, and Outcomes of Golf-Related Fractures. Curr Sports Med Rep 2024; 23:174-182. [PMID: 38709943 DOI: 10.1249/jsr.0000000000001166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
ABSTRACT Golf is a popular sport; however, there is a paucity of data in relation to golf-associated fractures, and the rate and timing of returning to golf. The aim of this review is to describe golf-associated fractures, including epidemiology, management, and timing of returning to golf following treatment. A literature search was performed using MEDLINE/PubMed, Embase, and Web of Science. Data were extracted and summarized in a narrative synthesis. A total of 436 articles were identified with an initial search of which 58 met the inclusion criteria. Twelve anatomical sites of golf swing-related fractures were identified, of which 10 sites were specific for stress fractures. The most common sites of golf swing-related stress fractures were the ribs followed by the hook of hamate. There was a common theme of delay to diagnosis, being initially assigned to a soft tissue injury. Most golfers with swing-related stress fractures were able to return to golf with the exception of osteoporotic associated vertebral stress fractures. Timing of returning to golf was between 4 and 12 months for most of the golfers with stress fractures following conservative management. Operative intervention was an option of hook of hamate nonunion, following a stress fracture, and tibial shaft stress fractures. Golf equipment-related fractures were not rare and were associated with major trauma and in some cases associated with significant persistent morbidity. Golf-related stress fractures commonly involve the ribs and hook of hamate; knowledge of this may aid in early diagnosis and appropriate treatment when symptomatic golfers are encountered. Although golf is a noncontact sport, fractures associated with golf equipment can be life changing, and safety training guidelines should be established.
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Affiliation(s)
- Bin Chen
- Second Affiliated Hospital of Soochow University
| | | | - Andrew Murray
- European Tour Performance Institute, University of Edinburgh
| | - Haibin Zhou
- Second Affiliated Hospital of Soochow University
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32
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Xiang L, Gao Z, Wang A, Shim V, Fekete G, Gu Y, Fernandez J. Rethinking running biomechanics: a critical review of ground reaction forces, tibial bone loading, and the role of wearable sensors. Front Bioeng Biotechnol 2024; 12:1377383. [PMID: 38650752 PMCID: PMC11033368 DOI: 10.3389/fbioe.2024.1377383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Accepted: 03/22/2024] [Indexed: 04/25/2024] Open
Abstract
This study presents a comprehensive review of the correlation between tibial acceleration (TA), ground reaction forces (GRF), and tibial bone loading, emphasizing the critical role of wearable sensor technology in accurately measuring these biomechanical forces in the context of running. This systematic review and meta-analysis searched various electronic databases (PubMed, SPORTDiscus, Scopus, IEEE Xplore, and ScienceDirect) to identify relevant studies. It critically evaluates existing research on GRF and tibial acceleration (TA) as indicators of running-related injuries, revealing mixed findings. Intriguingly, recent empirical data indicate only a marginal link between GRF, TA, and tibial bone stress, thus challenging the conventional understanding in this field. The study also highlights the limitations of current biomechanical models and methodologies, proposing a paradigm shift towards more holistic and integrated approaches. The study underscores wearable sensors' potential, enhanced by machine learning, in transforming the monitoring, prevention, and rehabilitation of running-related injuries.
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Affiliation(s)
- Liangliang Xiang
- Department of Radiology, Ningbo No. 2 Hospital, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Zixiang Gao
- Department of Radiology, Ningbo No. 2 Hospital, Ningbo, China
- Faculty of Engineering, University of Pannonia, Veszprém, Hungary
| | - Alan Wang
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Center for Medical Imaging, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand
| | - Vickie Shim
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Gusztáv Fekete
- Vehicle Industry Research Center, Széchenyi István University, Győr, Hungary
| | - Yaodong Gu
- Department of Radiology, Ningbo No. 2 Hospital, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Faculty of Sports Science, Ningbo University, Ningbo, China
| | - Justin Fernandez
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
- Department of Engineering Science, The University of Auckland, Auckland, New Zealand
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Moore IS, Ashford KJ, Mullen R, Jones HSR, McCarthy-Ryan M. The effect of attentional cues on mechanical efficiency and movement smoothness in running gait: An interdisciplinary investigation. J Sports Sci 2024; 42:589-598. [PMID: 38743402 DOI: 10.1080/02640414.2024.2353402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 05/02/2024] [Indexed: 05/16/2024]
Abstract
The aim was to examine the effect of focus of attention cues on foot angle for retraining movement purposes. Twenty (females: 8) rearfoot-striking recreational runners (mass: 72.5 ± 11.8 kg; height: 1.73 ± 0.09 m; age: 32.9 ± 11.3 years) were randomly assigned to an internal focus (IF) (n = 10) or external focus (EF) (n = 10) verbal cue group. Participants performed 5 × 6 minute blocks of treadmill running (control run, 3 × cued running, retention run) at a self-selected running velocity (9.4 ± 1.1 km∙h-1) during a single laboratory visit. Touchdown foot angle, mechanical efficiency, internal and external work were calculated and, centre of mass (COM) and foot movement smoothness was quantified. Linear-mixed effect models showed an interaction for foot angle (p < 0.001, ηp2 = 0.35) and mechanical efficiency (p < 0.001, ηp2 = 0.40) when comparing the control to the cued running. Only the IF group reduced foot angle and mechanical efficiency during cued running, but not during the retention run. The IF group produced less external work during the 1st cued run than the control run. COM and foot smoothness were unaffected by cueing. Only an IF produced desired technique changes but at the cost of reduced mechanical efficiency. Movement smoothness was unaffected by cue provision. Changes to foot angle can be achieved within 6 minutes of gait retraining.
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Affiliation(s)
- Isabel S Moore
- Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, UK
| | - Kelly J Ashford
- School of Nursing, University of British Columbia, Vancouver, Canada
| | - Richard Mullen
- Department of Life Sciences, Brunel University London, London, UK
| | - Holly S R Jones
- Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, UK
| | - Molly McCarthy-Ryan
- Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, UK
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Liu R, Qian D, Chen Y, Zou J, Zheng S, Bai B, Lin Z, Zhang Y, Chen Y. Investigation of normal knees kinematics in walking and running at different speeds using a portable motion analysis system. Sports Biomech 2024; 23:417-430. [PMID: 33586617 DOI: 10.1080/14763141.2020.1864015] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Accepted: 12/09/2020] [Indexed: 10/22/2022]
Abstract
Walking and running at different speeds are common in daily life. This study investigated 6 degrees of freedom (DOF) kinematics of normal knees of Chinese during walking and running. Forty healthy participants were investigated in 4 conditions: comfortable walking, normal walking, slow running and ordinary running. The range of motion (ROM) and peak values in 6 DOF kinematics were analysed. As the speed increased, a general increase in flexion, lateral and proximal translations occurred. Significant increases of ROM in flexion/extension, axial rotation and medial/lateral translations were observed. The ROM of adduction/abduction, anterior/posterior and proximal/distal translations were greatest during normal walking. The maximum and minimum flexion/extension, maximum internal rotation and tibial lateral translations increased with the increase of speed. The maximum and minimum tibial proximal translations in running were found being greater than walking. A phenomenon between walking and running was observed: both tibial proximal/distal and medial/lateral translations increased when changed from walking to running. Non-linear transition exists in 6 DOF kinematics during walking to running. Discoveries in this study may have potential clinical values to serve as references of normal walking and running in the management of knee injury and knee rehabilitation.
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Affiliation(s)
- Rixu Liu
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
- Institute of Orthopaedic Diseases, Jinan University, Guangzhou, China
| | - Dongyang Qian
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
| | - Yushu Chen
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
| | - Jianyu Zou
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
| | - Shicong Zheng
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
| | - Bo Bai
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
| | - Zefeng Lin
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
- Department of Orthopaedic Surgery, Guangzhou General Hospital of Guangzhou Military Command, Guangzhou, China
| | - Yu Zhang
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
- Department of Orthopaedic Surgery, Guangzhou General Hospital of Guangzhou Military Command, Guangzhou, China
| | - Yi Chen
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Guangdong Key Laboratory of Orthopaedic Technology and Implant Materials, Guangzhou, China
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Baker LM, Yawar A, Lieberman DE, Walsh CJ. Predicting overstriding with wearable IMUs during treadmill and overground running. Sci Rep 2024; 14:6347. [PMID: 38491093 PMCID: PMC10942980 DOI: 10.1038/s41598-024-56888-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 03/12/2024] [Indexed: 03/18/2024] Open
Abstract
Running injuries are prevalent, but their exact mechanisms remain unknown largely due to limited real-world biomechanical analysis. Reducing overstriding, the horizontal distance that the foot lands ahead of the body, may be relevant to reducing injury risk. Here, we leverage the geometric relationship between overstriding and lower extremity sagittal segment angles to demonstrate that wearable inertial measurement units (IMUs) can predict overstriding during treadmill and overground running in the laboratory. Ten recreational runners matched their strides to a metronome to systematically vary overstriding during constant-speed treadmill running and showed similar overstriding variation during comfortable-speed overground running. Linear mixed models were used to analyze repeated measures of overstriding and sagittal segment angles measured with motion capture and IMUs. Sagittal segment angles measured with IMUs explained 95% and 98% of the variance in overstriding during treadmill and overground running, respectively. We also found that sagittal segment angles measured with IMUs correlated with peak braking force and explained 88% and 80% of the variance during treadmill and overground running, respectively. This study highlights the potential for IMUs to provide insights into landing and loading patterns over time in real-world running environments, and motivates future research on feedback to modify form and prevent injury.
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Affiliation(s)
- Lauren M Baker
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, 150 Western Avenue, Boston, MA, 02134, USA
| | - Ali Yawar
- Department of Human Evolutionary Biology, Harvard University, 11 Divinity Avenue, Cambridge, MA, 02138, USA
| | - Daniel E Lieberman
- Department of Human Evolutionary Biology, Harvard University, 11 Divinity Avenue, Cambridge, MA, 02138, USA
| | - Conor J Walsh
- John A. Paulson School of Engineering and Applied Sciences, Harvard University, 150 Western Avenue, Boston, MA, 02134, USA.
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Parr TE, Farrokhi S, Hendershot BD, Butowicz CM. Peak tibial axial acceleration during walking is related to intact-side lower limb pain in persons with unilateral transtibial amputation. Gait Posture 2024; 109:165-169. [PMID: 38310849 DOI: 10.1016/j.gaitpost.2024.01.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 11/16/2023] [Accepted: 01/25/2024] [Indexed: 02/06/2024]
Abstract
BACKGROUND Persons who undergo unilateral transtibial amputation are at an increased risk of secondary musculoskeletal joint pain and degeneration, which has been linked to excessive loading rates of the intact-side limb. Tibial axial acceleration, a feasible measure of loading rates with wearable sensors, would be clinically useful to relate to joint pain in persons with unilateral transtibial amputation. RESEARCH QUESTION What is the relationship between peak tibial axial accelerations and intact-side joint pain in persons with unilateral transtibial amputation during walking? METHODS Persons with unilateral transtibial amputation (n = 51) were separated into two groups based on the presence of intact-side limb pain (with pain: n = 16; without pain: n = 35). Tibial axial accelerations were measured with bilateral shank-mounted IMUs while participants completed three 10-meter walk tests. Peak tibial axial accelerations for each limb and between-limb symmetry were compared between groups using analysis of co-variance; significance was set at 0.05. RESULTS Between persons with vs. without intact-side limb pain, peak tibial axial accelerations were smaller on the prosthetic side (0.64 vs. 0.81 g; p = 0.04), similar on the intact side (0.82 vs. 0.79 g; p = 0.53), and more asymmetrical between sides (intact > prosthetic) (0.81 vs. 1.03 g; p = 0.01). SIGNIFICANCE Symmetry in peak tibial axial acceleration can assist with identifying preferential limb loading during walking and, with future research, could serve as a useful clinical target for intact-side limb unloading strategies to help mitigate secondary musculoskeletal pain in persons with unilateral transtibial amputation.
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Affiliation(s)
- Therese E Parr
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA; Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA, USA; Naval Medical Center San Diego, San Diego, CA, USA
| | - Shawn Farrokhi
- Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA, USA; Naval Medical Center San Diego, San Diego, CA, USA; Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Brad D Hendershot
- Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA, USA; Walter Reed National Military Medical Center, Bethesda, MD, USA; Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Courtney M Butowicz
- Extremity Trauma and Amputation Center of Excellence, Defense Health Agency, Falls Church, VA, USA; Walter Reed National Military Medical Center, Bethesda, MD, USA; Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
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37
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Aquino MRC, Resende RA, Van Emmerik R, Souza TR, Fonseca ST, Kirkwood RN, Ocarino JM. Influence of reduced passive ankle dorsiflexion range of motion on lower limb kinetics and stiffness during gait. Gait Posture 2024; 109:147-152. [PMID: 38309125 DOI: 10.1016/j.gaitpost.2024.01.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 11/24/2023] [Accepted: 01/17/2024] [Indexed: 02/05/2024]
Abstract
BACKGROUND The ankle dorsiflexion range of motion (ADF-ROM) during single support phase allows elastic energy storage in the calcaneal tendon, contributing to advance the body forward. Reduced ADF-ROM may influence lower limb kinetics and stiffness. RESEARCH QUESTION What is the influence of reduced passive ADF-ROM on lower limb internal moments and stiffness during gait? METHODS Thirty-two participants, classified into two groups according to passive ADF-ROM (smaller than 10° and greater than 15°), were submitted to gait assessment at self-selected speed with a force platform and a three-dimensional motion analysis system. Statistical parametrical mapping (SPM) analyses were used to compare the lower limbs' internal moments between groups. Independent t-tests analyzed the differences between groups on lower limb stiffness during gait. RESULTS The lower ADF-ROM group had greater knee flexor moment (terminal stance and push-off), greater ankle abductor (i.e., shank internal rotator) moment in terminal stance and greater knee internal rotator moment in mid to terminal stance. The lower ADF-ROM group also had higher lower limb stiffness during gait. SIGNIFICANCE Individuals with reduced passive ADF-ROM had greater lower limb stiffness and adopted a gait pattern with increased knee and ankle moments, suggesting increased loading at these joints.
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Affiliation(s)
- Mariana R C Aquino
- Universidade Federal de Minas Gerais, School of Physical Education, Physical Therapy and Occupational Therapy, Department of Physical Therapy, Graduate Program in Rehabilitation Sciences, Avenida Antônio Carlos, 6627, Pampulha, 31270-901 Belo Horizonte, MG, Brazil
| | - Renan A Resende
- Universidade Federal de Minas Gerais, School of Physical Education, Physical Therapy and Occupational Therapy, Department of Physical Therapy, Graduate Program in Rehabilitation Sciences, Avenida Antônio Carlos, 6627, Pampulha, 31270-901 Belo Horizonte, MG, Brazil
| | - Richard Van Emmerik
- University of Massachusetts Amherst, Department of Kinesiology, 30 Eastman Lane, 01003 Amherst, MA, USA
| | - Thales R Souza
- Universidade Federal de Minas Gerais, School of Physical Education, Physical Therapy and Occupational Therapy, Department of Physical Therapy, Graduate Program in Rehabilitation Sciences, Avenida Antônio Carlos, 6627, Pampulha, 31270-901 Belo Horizonte, MG, Brazil
| | - Sergio T Fonseca
- Universidade Federal de Minas Gerais, School of Physical Education, Physical Therapy and Occupational Therapy, Department of Physical Therapy, Graduate Program in Rehabilitation Sciences, Avenida Antônio Carlos, 6627, Pampulha, 31270-901 Belo Horizonte, MG, Brazil
| | - Renata N Kirkwood
- McMaster University, Hamilton School of Rehabilitation Science, 1280 Main Street West, L8S 4L8 ON, Canada
| | - Juliana M Ocarino
- Universidade Federal de Minas Gerais, School of Physical Education, Physical Therapy and Occupational Therapy, Department of Physical Therapy, Graduate Program in Rehabilitation Sciences, Avenida Antônio Carlos, 6627, Pampulha, 31270-901 Belo Horizonte, MG, Brazil.
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Yang Z, Cui C, Zhou Z, Zheng Z, Yan S, Liu H, Qu F, Zhang K. Effect of midsole hardness and surface type cushioning on landing impact in heel-strike runners. J Biomech 2024; 165:111996. [PMID: 38377740 DOI: 10.1016/j.jbiomech.2024.111996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 01/29/2024] [Accepted: 02/13/2024] [Indexed: 02/22/2024]
Abstract
High loading impact associated with heel strikes causes running injuries. This study aimed to investigate how loading impact is affected by midsole hardness and running surface type. Twelve young rear-foot runners ran at a fixed speed along an 18 m runway wearing shoes with different midsole hardness (Asker C-45, C-50, C-55, C-60, from soft to hard) and on two different surfaces (rubber and concrete). We quantified vertical average loading rate (VALR) and vertical impact peak force (VIPF). We conducted midsole × surface repeated-measures ANOVA on loading impact measures, and one-sample t-tests to compare VALR with a threshold value (80 BW·s-1). Midsole hardness and surface type mainly affected VALR. Although no significant effect of these variables was observed for VIPF magnitude, there were effects on time to VIPF and steps with VIPF. Several combinations of midsole and surface hardness reduced VALR below 80 BW·s-1: Asker C-45 with both surfaces, and Asker C-50 with a rubber surface. The combination of softer midsole and surface effectively reduced loading rates as shown by increased time to VIPF and reduced VALR. Combining softer midsole and surface results in the greatest cushioning, which demonstrates the benefit of considering both factors in reducing running injuries.
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Affiliation(s)
- Zihan Yang
- Fashion Accessory Art and Engineering College, Beijing Institute of Fashion Technology, Beijing, China; School of Biomedical Engineering, Capital Medical University, Beijing, China; Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing, China; Biomechanics Laboratory, Beijing Sport University, Beijing, China
| | - Chuyi Cui
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Zhipeng Zhou
- College of Sports and Health, Shandong Sport University, Jinan, Shandong, China
| | - Zhiyi Zheng
- Anta (China) Co., Ltd. Anta Sports Science Laboratory, Xiamen, Fujian, China
| | - Songhua Yan
- School of Biomedical Engineering, Capital Medical University, Beijing, China; Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing, China
| | - Hui Liu
- Biomechanics Laboratory, Beijing Sport University, Beijing, China
| | - Feng Qu
- Biomechanics Laboratory, Beijing Sport University, Beijing, China
| | - Kuan Zhang
- School of Biomedical Engineering, Capital Medical University, Beijing, China; Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing, China.
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Arefin MS, Chieh HF, Lin CJ, Lin CF, Su FC. Influence of altered torsional stiffness through sole modification of air pressure shoes on lower extremity biomechanical behaviour during side-step cutting maneuvers. PLoS One 2024; 19:e0297592. [PMID: 38422014 PMCID: PMC10903810 DOI: 10.1371/journal.pone.0297592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 01/09/2024] [Indexed: 03/02/2024] Open
Abstract
Directional changes in cutting maneuvers are critical in sports, where shoe torsional stiffness (STS) is an important factor. Shoes are designed based on different constructions and movement patterns. Hence, it is unclear how adjustable spacers into the sole constructions of air pressure chambers (APC) affect the STS in side-step cutting. Therefore, this study investigated the effects of altered STS through adjustable sole spacers on ground reaction force (GRF) and ankle and knee joint moments in side-step cutting. Seventeen healthy recreational athletes performed side-step cutting with experimental conditions including (i) barefoot (BF), (ii) unaltered shoes (UAS): soles consisting of APC, and (iii) altered shoes (AS): modified UAS by inserting elastomeric spacers into cavities formed by APC. Mechanical and biomechanical variables were measured. Significant differences were revealed across shoe conditions for impact peak (p = 0.009) and impulse (p = 0.018) in vertical GRF, time to achieve peak braking (p = 0.004), and peak propulsion (p = 0.025) for anterior-posterior GRF in ANOVA test. No significant differences were observed in GRF peaks and impulses between UAS and AS except for a trend of differences in impact peak (p = 0.087) for vertical GRF. At the ankle and knee joint, peak ankle power absorption (p = 0.019), peak knee internal rotation moment (p = 0.042), peak knee extension moment (p = 0.001), peak knee flexion moment (0.000), peak knee power absorption (p = 0.047) showed significant difference across three shoe conditions. However, no significant differences between the UAS and AS were noticed for peak joint moments and power. Altered shoe torsional stiffness did not significantly affect the peak forces and peak ankle and knee joint moments or powers; hence sole adjustment did not influence the cutting performance. This study might be insightful in sports footwear design, and adjusting shoe torsional stiffness by sole modification might be advantageous for athletes playing sports with cutting maneuvers to reduce the risk of injuries by controlling the twisting force at the ankle that frequently happens during cutting maneuvers.
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Affiliation(s)
- Md Samsul Arefin
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
- Department of Leather Engineering, Khulna University of Engineering & Technology, Khulna, Bangladesh
| | - Hsiao-Feng Chieh
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
- Medical Device Innovation Center, National Cheng Kung University, Tainan, Taiwan
| | - Chien-Ju Lin
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
- Medical Device Innovation Center, National Cheng Kung University, Tainan, Taiwan
| | - Cheng-Feng Lin
- Department of Physical Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Fong-Chin Su
- Department of Biomedical Engineering, National Cheng Kung University, Tainan, Taiwan
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Doyle EW, Doyle TLA, Bonacci J, Fuller JT. Sensor location influences the associations between IMU and motion capture measurements of impact landing in healthy male and female runners at multiple running speeds. Sports Biomech 2024:1-15. [PMID: 38190247 DOI: 10.1080/14763141.2023.2298954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 12/05/2023] [Indexed: 01/10/2024]
Abstract
This study investigated the relationships between inertial measurement unit (IMU) acceleration at multiple body locations and 3D motion capture impact landing measures in runners. Thirty healthy runners ran on an instrumented treadmill at five running speeds (9-17 km/h) during 3D motion capture. Axial and resultant acceleration were collected from IMUs at the distal and proximal tibia, distal femur and sacrum. Relationships between peak acceleration from each IMU location and patellofemoral joint (PFJ) peak force and loading rate, impact peak and instantaneous vertical loading rate (IVLR) were investigated using linear mixed models. Acceleration was positively related to IVLR at all lower limb locations (p < 0.01). Models predicted a 1.9-3.2 g peak acceleration change at the tibia and distal femur, corresponding with a 10% IVLR change. Impact peak was positively related to acceleration at the distal femur only (p < 0.01). PFJ peak force was positively related to acceleration at the distal (p = 0.03) and proximal tibia (p = 0.03). PFJ loading rate was positively related to the tibia and femur acceleration in males only (p < 0.01). These findings suggest multiple IMU lower limb locations are viable for measuring peak acceleration during running as a meaningful indicator of IVLR.
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Affiliation(s)
- Eoin W Doyle
- Faculty of Medicine, Health, and Human Sciences, Macquarie University, Sydney, Australia
| | - Tim L A Doyle
- Faculty of Medicine, Health, and Human Sciences, Macquarie University, Sydney, Australia
| | - Jason Bonacci
- Centre for Sports Research, School of Exercise and Nutrition Sciences, Deakin University, Melbourne, Australia
| | - Joel T Fuller
- Faculty of Medicine, Health, and Human Sciences, Macquarie University, Sydney, Australia
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Shao E, Mei Q, Baker JS, Bíró I, Liu W, Gu Y. The effects of non-Newtonian fluid material midsole footwear on tibial shock acceleration and attenuation. Front Bioeng Biotechnol 2023; 11:1276864. [PMID: 38152288 PMCID: PMC10751308 DOI: 10.3389/fbioe.2023.1276864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 11/15/2023] [Indexed: 12/29/2023] Open
Abstract
Introduction: Given the possibility of higher ground temperatures in the future, the pursuit of a cushioning material that can effectively reduce sports injuries during exercise, particularly one that retains its properties at elevated temperatures, has emerged as a serious concern. Methods: A total of 18 man recreational runners were recruited from Ningbo University and local clubs for participation in this study. Frequency analysis was employed to investigate whether there is a distinction between non-Newtonian (NN) shoes and ethylene vinyl acetate (EVA) shoes. Results: The outcomes indicated that the utilization of NN shoes furnished participants with superior cushioning when engaging in a 90° cutting maneuver subsequent to an outdoor exercise, as opposed to the EVA material. Specifically, participants wearing NN shoes exhibited significantly lower peak resultant acceleration (p = 0.022) and power spectral density (p = 0.010) values at the distal tibia compared to those wearing EVA shoes. Moreover, shock attenuation was significantly greater in subjects wearing NN shoes (p = 0.023) in comparison to EVA shoes. Performing 90° cutting maneuver in NN shoes resulted in significantly lower peak ground reaction force (p = 0.010), vertical average loading rate (p < 0.010), and vertical instantaneous loading rate (p = 0.030) values compared to performing the same maneuvers in EVA shoes. Conclusion: The study found that the PRA and PSD of the distal tibia in NN footwear were significantly lower compared to EVA footwear. Additionally, participants exhibited more positive SA while using NN footwear compared to EVA. Furthermore, during the 90° CM, participants wearing NN shoes showed lower PGRF, VAIL, and VILR compared to those in EVA shoes. All these promising results support the capability of NN footwear to offer additional reductions in potential injury risk to runners, especially in high-temperature conditions.
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Affiliation(s)
- Enze Shao
- Faculty of Sport Science, Ningbo University, Ningbo, China
| | - Qichang Mei
- Faculty of Sport Science, Ningbo University, Ningbo, China
- Auckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand
| | - Julien S. Baker
- Centre for Population Health and Medical Informatics, Hong Kong Baptist University, Kowloon, Hong Kong SAR, China
| | - István Bíró
- Faculty of Engineering, University of Szeged, Szeged, Hungary
| | - Wei Liu
- Faculty of Sport Science, Ningbo University, Ningbo, China
| | - Yaodong Gu
- Faculty of Sport Science, Ningbo University, Ningbo, China
- Department of Radiology, Ningbo No. 2 Hospital, Ningbo, China
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Hazzaa WA, Hottenrott L, Kamal MA, Mattes K. The Influence of General and Local Muscle Fatigue on Kinematics and Plantar Pressure Distribution during Running: A Systematic Review and Meta-Analysis. Sports (Basel) 2023; 11:241. [PMID: 38133108 PMCID: PMC10747919 DOI: 10.3390/sports11120241] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 11/10/2023] [Accepted: 11/17/2023] [Indexed: 12/23/2023] Open
Abstract
Fatigue has the potential to alter how impact forces are absorbed during running, heightening the risk of injury. Conflicting findings exist regarding alterations in both kinematics and plantar pressure. Thus, this systematic review and subsequent meta-analysis were conducted to investigate the impact of general and localized muscle fatigue on kinematics and plantar pressure distribution during running. Initial searches were executed on 30 November 2021 and updated on 29 April 2023, encompassing PubMed, The Cochrane Library, SPORTDiscus, and Web of Science without imposing any restrictions on publication dates or employing additional filters. Our PECOS criteria included cross-sectional studies on healthy adults during their treadmill running to mainly evaluate local muscle fatigue, plantar pressure distribution, biomechanics of running (kinematics, kinetics, and EMG results), and temporospatial parameters. The literature search identified 6626 records, with 4626 studies removed for titles and abstract screening. Two hundred and one articles were selected for full-text screening, and 20 studies were included in qualitative data synthesis. The pooled analysis showed a non-significant decrease in maximum pressure under the right forefoot's metatarsus, which was more than the left rearfoot after local muscle fatigue at a velocity of 15 km/h (p-values = 0.48 and 0.62). The results were homogeneous and showed that local muscle fatigue did not significantly affect the right forefoot's stride frequency and length (p-values = 0.75 and 0.38). Strength training for the foot muscles, mainly focusing on the dorsiflexors, is recommended to prevent running-related injuries. Utilizing a standardized knee and ankle joint muscle fatigue assessment protocol is advised. Future experiments should focus on various shoes for running and varying foot strike patterns for injury prevention.
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Affiliation(s)
- Walaaeldin Aly Hazzaa
- Department of Movement Science, Hamburg University, 20148 Hamburg, Germany;
- Faculty of Physical Education for Boys, Training Science, Helwan University, Giza 11795, Egypt
| | - Laura Hottenrott
- Institute of Performance Diagnostics and Health Promotion, Martin-Luther-University Halle-Wittenberg, 06108 Halle, Germany;
| | | | - Klaus Mattes
- Department of Movement Science, Hamburg University, 20148 Hamburg, Germany;
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Jafarnezhadgero AA, Jahangirpour A, Parsa H, Sajedi H, Granacher U, Souza Oliveira A. The Impact of Excessive Body Weight and Foot Pronation on Running Kinetics: A Cross-Sectional Study. SPORTS MEDICINE - OPEN 2023; 9:116. [PMID: 38055073 DOI: 10.1186/s40798-023-00663-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 11/23/2023] [Indexed: 12/07/2023]
Abstract
BACKGROUND Running exercise is an effective means to enhance cardiorespiratory fitness and body composition. Besides these health benefits, running is also associated with musculoskeletal injuries that can be more prevalent in individuals with excessive body weight. Little is known regarding the specific effects of overweight and foot pronation on ground reaction force distribution during running. Therefore, this study aimed to investigate the effects of overweight/obesity and foot pronation on running kinetics. METHODS Eighty-four young adults were allocated to four experimental groups: non-excessive body weight/non-pronated feet; non-excessive body weight/pronated feet; overweight or obesity/ non-pronated feet and overweight or obesity/pronated feet. Biomechanical testing included participants to run at ~ 3.2 m/s over an 18-m walkway with an embedded force plate at its midpoint. Three-dimensional ground reaction forces were recorded and normalized to body mass to evaluate running kinetics from 20 running trials. Test-re-test reliability for running speed data demonstrated ICC > 0.94 for each group and in total. RESULTS The results indicated significantly lower vertical impact peak forces (p = 0.001, effect size = 0.12), shorter time to reach the vertical impact peak (p = 0.006, effect size = 0.08) and reduced vertical loading rate (p = 0.0007, effect size = 0.13) in individuals with excessive body weight (overweight or obesity/non-pronated feet group and overweight or obesity/pronated feet) compared with individuals non-excessive body weight (non-excessive body weight/non-pronated feet and non-excessive body weight/pronated feet). Moreover, the excessive body weight groups presented lower peak braking (p = 0.01, effect size = 0.06) and propulsion forces (p = 0.003, effect size = 0.09), lower medio-lateral loading rate (p = 0.0009, effect size = 0.12), and greater free moments (p = 0.01, effect size = 0.07) when compared to the non-overweight groups. Moreover, a significant body mass by foot pronation interaction was found for peak medio-lateral loading rate. Non-excessive body weight/pronated feet, excessive body weight/non-pronated feet and excessive body weight/pronation groups presented lower medio-lateral loading rates compared to non-excessive body weight/non-pronated feet (p = 0.0001, effect size = 0.13). CONCLUSIONS Our results suggest that excessive body weight has an impact on ground reaction forces during running. We particularly noted an increase in medio-lateral and torsional forces during the stance phase. Individuals with excessive body weight appear to adapt their running patterns in an effort to attenuate early vertical impact loading.
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Affiliation(s)
- Amir Ali Jafarnezhadgero
- Department of Sport Biomechanics, Faculty of Educational Sciences and Psychology, University of Mohaghegh Ardabili, Ardabil, Iran
| | - Azin Jahangirpour
- Department of Sport Biomechanics, Faculty of Educational Sciences and Psychology, University of Mohaghegh Ardabili, Ardabil, Iran
| | - Hamed Parsa
- Department of Sport Biomechanics, Faculty of Educational Sciences and Psychology, University of Mohaghegh Ardabili, Ardabil, Iran
| | - Heidar Sajedi
- Department of Physical Education and Sports Science, İstanbul Esenyurt University, Istanbul, Turkey
| | - Urs Granacher
- Department of Sport and Sport Science, Exercise and Human Movement Science, University of Freiburg, Sandfangweg 4, 79102, Freiburg, Germany.
| | - Anderson Souza Oliveira
- Department of Materials and Production, Aalborg University, Fibigestræde 16, 9220, Aalborg, Denmark
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Joachim MR, Kliethermes SA, Heiderscheit BC. Preseason Vertical Center of Mass Displacement During Running and Bone Mineral Density Z-Score Are Risk Factors for Bone Stress Injury Risk in Collegiate Cross-country Runners. J Orthop Sports Phys Ther 2023; 53:761-768. [PMID: 37860857 DOI: 10.2519/jospt.2023.11860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2023]
Abstract
OBJECTIVES: To (1) assess relationships between running biomechanics, bone health, and bone stress injuries (BSIs), and (2) determine which variables constitute the most parsimonious BSI risk model among collegiate cross-country runners. DESIGN: Prospective, observational cohort study. METHODS: Running gait and bone mineral density (BMD) data from healthy collegiate cross-country runners were collected at preseason over 6 seasons. A generalized estimating equation model with backward selection was used to develop the most parsimonious model for estimating BSI risk, controlling for sex, running speed, and prior BSI. The variables assessed were spatiotemporal, ground reaction force, and joint kinematics, based on previous literature. Quasi-likelihood under the independence model criterion values and R2 values were used to select the best-fitting model. RESULTS: Data from 103 runners were included in the analysis. The best-fitting model included vertical center of mass (COM) displacement and BMD z-score. Injury risk increased with greater vertical COM displacement (unit = 0.5 cm; relative risk [RR] = 1.14; 95% confidence interval [CI]: 1.01, 1.29; P = .04) and decreased with greater BMD z-score (unit = 0.5; RR = 0.83; 95% CI: 0.72, 0.95; P = .007). The model performed similarly when step rate was included instead of vertical COM displacement. CONCLUSION: Vertical COM displacement and BMD z-score contributed to the best model for estimating risk the risk of bone stress injury in cross-country runners. Step rate was also an important variable for assessing injury risk. J Orthop Sports Phys Ther 2023;53(12):1-8. Epub 20 October 2023. doi:10.2519/jospt.2023.11860.
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Affiliation(s)
- Mikel R Joachim
- Department of Orthopedics & Rehabilitation, University of Wisconsin-Madison, Madison, WI
- Badger Athletic Performance, University of Wisconsin-Madison, Madison, WI
| | - Stephanie A Kliethermes
- Department of Orthopedics & Rehabilitation, University of Wisconsin-Madison, Madison, WI
- Badger Athletic Performance, University of Wisconsin-Madison, Madison, WI
| | - Bryan C Heiderscheit
- Department of Orthopedics & Rehabilitation, University of Wisconsin-Madison, Madison, WI
- Badger Athletic Performance, University of Wisconsin-Madison, Madison, WI
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI
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VAN MIDDELAAR ROBBERTP, ZHANG JUNHAO, VELTINK PETERH, REENALDA JASPER. 3D Tibial Acceleration and Consideration of 3D Angular Motion Using IMUs on Peak Tibial Acceleration and Impulse in Running. Med Sci Sports Exerc 2023; 55:2253-2262. [PMID: 37494829 PMCID: PMC10662620 DOI: 10.1249/mss.0000000000003269] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/28/2023]
Abstract
PURPOSE Peak tibial acceleration (PTA) is defined as the peak acceleration occurring shortly after initial contact, often used as an indirect measure of tibial load. As the tibia is a rotating segment around the ankle, angular velocity and angular acceleration should be included in PTA. This study aimed to quantify three-dimensional tibial acceleration components over two different sensor locations and three running speeds, to get a better understanding of the influence of centripetal and tangential accelerations on PTA typically measured in running. Furthermore, it explores tibial impulse as an alternative surrogate measure for tibial load. METHODS Fifteen participants ran 90 s on a treadmill at 2.8, 3.3, and 3.9 m·s -1 , with inertial measurement units (IMUs) located distally and proximally on the tibia. RESULTS Without the inclusion of rotational accelerations and gravity, no significant difference was found between axial PTA between both IMU locations, whereas in the tangential sagittal plane axis, there was a significant difference. Inclusion of rotational accelerations and gravity resulted in similar PTA estimates at the ankle for both IMU locations and caused a significant difference between PTA based on the distal IMU and PTA at the ankle. The impulse showed more consistent results between the proximal and distal IMU locations compared with axial PTA. CONCLUSIONS Rotational acceleration of the tibia during stance differently impacted PTA measured proximally and distally at the tibia, indicating that rotational acceleration and gravity should be included in PTA estimates. Furthermore, peak acceleration values (such as PTA) are not always reliable when using IMUs because of inconsistent PTA proximally compared with distally on an individual level. Instead, impulse seems to be a more consistent surrogate measure for the tibial load.
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Affiliation(s)
| | | | | | - JASPER REENALDA
- University of Twente, Enschede, THE NETHERLANDS
- Roessingh Research & Development, Enschede, THE NETHERLANDS
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Kiernan D, Ng B, Hawkins DA. Acceleration-Based Estimation of Vertical Ground Reaction Forces during Running: A Comparison of Methods across Running Speeds, Surfaces, and Foot Strike Patterns. SENSORS (BASEL, SWITZERLAND) 2023; 23:8719. [PMID: 37960420 PMCID: PMC10648662 DOI: 10.3390/s23218719] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/18/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023]
Abstract
Twenty-seven methods of estimating vertical ground reaction force first peak, loading rate, second peak, average, and/or time series from a single wearable accelerometer worn on the shank or approximate center of mass during running were compared. Force estimation errors were quantified for 74 participants across different running surfaces, speeds, and foot strike angles and biases, repeatability coefficients, and limits of agreement were modeled with linear mixed effects to quantify the accuracy, reliability, and precision. Several methods accurately and reliably estimated the first peak and loading rate, however, none could do so precisely (the limits of agreement exceeded ±65% of target values). Thus, we do not recommend first peak or loading rate estimation from accelerometers with the methods currently available. In contrast, the second peak, average, and time series could all be estimated accurately, reliably, and precisely with several different methods. Of these, we recommend the 'Pogson' methods due to their accuracy, reliability, and precision as well as their stability across surfaces, speeds, and foot strike angles.
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Affiliation(s)
- Dovin Kiernan
- Biomedical Engineering Graduate Group, University of California, Davis, Davis, CA 95616, USA
| | - Brandon Ng
- Department of Biomedical Engineering, University of California, Davis, Davis, CA 95616, USA
| | - David A. Hawkins
- Biomedical Engineering Graduate Group, University of California, Davis, Davis, CA 95616, USA
- Department of Neurobiology, Physiology, & Behavior, University of California, Davis, Davis, CA 95616, USA
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Oliveira N, Keating CJ, Chiu CY, Stavres J. Increased hip flexion gait as an exercise modality for individuals with obesity. Eur J Appl Physiol 2023; 123:2157-2165. [PMID: 37221340 DOI: 10.1007/s00421-023-05227-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 05/10/2023] [Indexed: 05/25/2023]
Abstract
PURPOSE Exercise is a critical element for the management of body weight and improvement of quality of life of individuals with obesity. Due to its convenience and accessibility, running is a commonly used exercise modality to meet exercise guidelines. However, the weight-bearing component during high impacts of this exercise modality might limit the participation in exercise and reduce the effectiveness of running-based exercise interventions in individuals with obesity. The hip flexion feedback system (HFFS) assists participants in meeting specific exercise intensities by giving the participant specific increased hip flexion targets while walking on a treadmill. The resulting activity involves walking with increased hip flexion which removes the high impacts of running. The purpose of this study was to compare physiological and biomechanical parameters during an HFFS session and an independent treadmill walking/running session (IND). METHODS Heart rate, oxygen consumption (VO2), heart rate error, and tibia peak positive accelerations (PPA) were investigated for each condition at 40% and 60% of heart rate reserve exercise intensities. RESULTS VO2 was higher for IND despite no differences in heart rate. Tibia PPAs were reduced during the HFFS session. Heart rate error was reduced for HFFS during non-steady state exercise. CONCLUSION While demanding lower energy consumption compared to running, HFFS exercise results in lower tibia PPAs and more accurate monitoring of exercise intensity. HFFS might be a valid exercise alternative for individuals with obesity or individuals that require low-impact forces at the lower limbs.
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Affiliation(s)
- Nuno Oliveira
- School of Kinesiology and Nutrition, University of Southern Mississippi, 118 College Drive #5142, Hattiesburg, MS, 39406-0001, USA.
| | - Christopher J Keating
- School of Kinesiology and Nutrition, University of Southern Mississippi, 118 College Drive #5142, Hattiesburg, MS, 39406-0001, USA
- Facultad de Deporte, UCAM Universidad Católica San Antonio de Murcia, Murcia, Spain
| | - Chuang-Yuan Chiu
- Sports Engineering Research Group, Sheffield Hallam University, Sheffield, UK
| | - Jon Stavres
- School of Kinesiology and Nutrition, University of Southern Mississippi, 118 College Drive #5142, Hattiesburg, MS, 39406-0001, USA
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James KA, Corrigan P, Lanois C, Huang CH, Davis IS, Stefanik JJ. Association of tibial acceleration during walking to pain and impact loading in adults with knee osteoarthritis. Clin Biomech (Bristol, Avon) 2023; 109:106097. [PMID: 37738920 PMCID: PMC10565571 DOI: 10.1016/j.clinbiomech.2023.106097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/16/2023] [Accepted: 09/12/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND Higher impact loading during walking is implicated in the pathogenesis of knee osteoarthritis. Accelerometry enables the measurement of peak tibial acceleration outside the laboratory. We characterized the relations of peak tibial acceleration to knee pain and impact loading during walking in adults with knee osteoarthritis. METHODS Adults with knee osteoarthritis reported knee pain then walked at a self-selected speed on an instrumented treadmill for 3 min with an ankle-worn inertial measurement unit. Ground reaction forces and tibial acceleration data were sampled for 1 min. Vertical impact peaks, and average and peak instantaneous load rates were determined and averaged across 10 steps. Peak tibial acceleration was extracted for all steps and averaged. Pearson's correlations and multiple linear regression analyses assessed the relation of peak tibial acceleration to pain and impact loading metrics, independently and after controlling for gait speed and pain. FINDINGS Higher peak tibial acceleration was associated with worse knee pain (r = 0.39; p = 0.01), and higher vertical average (r = 0.40; p = 0.01) and instantaneous (r = 0.46; p = 0.004) load rates. After adjusting for gait speed and pain, peak tibial acceleration was a significant predictor of vertical average (R2 = 0.33; p = 0.003) and instantaneous (R2 = 0.28; p = 0.02) load rates, but not strongly associated with vertical impact peak. INTERPRETATIONS Peak tibial acceleration during walking is associated with knee pain and vertical load rates in those with knee osteoarthritis. Clinicians can easily access measures of peak tibial acceleration with wearable sensors equipped with accelerometers. Future work should determine the feasibility of improving patient outcomes by using peak tibial acceleration to inform clinical management.
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Affiliation(s)
- Khara A James
- Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA 02139, USA
| | - Patrick Corrigan
- Department of Physical Therapy and Athletic Training, Saint Louis University, St. Louis, MO 63104, USA
| | - Corey Lanois
- Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA 02139, USA
| | - Chun-Hao Huang
- Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA 02139, USA
| | - Irene S Davis
- School of Physical Therapy & Rehabilitation Sciences, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Joshua J Stefanik
- Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA 02139, USA.
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Evans RJ, Moffit TJ, Mitchell PK, Pamukoff DN. Injury and performance related biomechanical differences between recreational and collegiate runners. Front Sports Act Living 2023; 5:1268292. [PMID: 37780121 PMCID: PMC10536965 DOI: 10.3389/fspor.2023.1268292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 09/04/2023] [Indexed: 10/03/2023] Open
Abstract
Introduction Running related injuries (RRI) are common, but factors contributing to running performance and RRIs are not commonly compared between different types of runners. Methods We compared running biomechanics previously linked to RRIs and performance between 27 recreational and 35 collegiate runners. Participants completed 5 overground running trials with their dominant limb striking a force plate, while outfitted with standardised footwear and 3-dimensional motion capture markers. Results Post hoc comparisons revealed recreational runners had a larger vertical loading rate (194.5 vs. 111.5 BW/s, p < 0.001) and shank angle (6.80 vs. 2.09, p < 0.001) compared with the collegiate runners who demonstrated greater vertical impulse (0.349 vs. 0.233 BWs, p < 0.001), negative impulse (-0.022 vs. -0.013 BWs, p < 0.001), positive impulse (0.024 vs. 0.014 BWs, p < 0.001), and propulsive force (0.390 vs. 0.333 BW, p = 0.002). Adjusted for speed, collegiate runners demonstrated greater total support moment (TSM), plantar flexor moment, knee extensor moment, hip extensor moment, and had greater proportional plantar flexor moment contribution and less knee extensor moment contribution to the TSM compared with recreational runners. Unadjusted for speed, collegiate runners compared with recreational had greater TSM and plantar flexor moment but similar joint contributions to the TSM. Discussion Greater ankle joint contribution may be more efficient and allow for greater capacity to increase speed. Improving plantarflexor function during running provides a strategy to improve running speed among recreational runners. Moreover, differences in joint kinetics and ground reaction force characteristics suggests that recreational and collegiate runners may experience different types of RRI.
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Affiliation(s)
- Ryan J. Evans
- School of Kinesiology, Western University, London ON, Canada
| | - Tyler J. Moffit
- Department of Kinesiology, California State University, Bakersfield, CA, United States
| | - Peter K. Mitchell
- Department of Kinesiology, California State University, Fullerton, CA, United States
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Santos BP, DeJong Lempke AF, Higgins MJ, Hertel J. Influence of Reduced-Gravity Treadmill Running on Sensor-Derived Biomechanics. Sports Health 2023; 15:645-652. [PMID: 36625219 PMCID: PMC10467483 DOI: 10.1177/19417381221143974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Reduced gravity treadmills have become increasingly prevalent in clinical settings. The purpose of this study was to assess the influence of manipulated levels of bodyweight during reduced gravity treadmill running on sensor-derived spatiotemporal, kinematic, and kinetic measures. HYPOTHESES Reduced gravity conditions would result in significantly altered biomechanical measures compared with 100% gravity conditions, with the most pronounced effects anticipated in the 20% condition. STUDY DESIGN Cross-sectional clinic-based study. METHODS A total of 16 runners (8 male [M; age, 28.88 ± 5.69 years; body mass index [BMI], 25.08 ± 3.74 kg/m2], 8 female [F; age, 28.75 ± 5.23 years, BMI, 21.05 ± 3.46 kg/m2]) participated in this study. Participants wore commercially available sensors on their shoelaces and ran in a reduced gravity treadmill at a self-selected pace for 5 minutes each at 100%, 80%, 60%, 40%, and 20% bodyweight in a randomized order. The pace remained constant across all conditions, and rating of perceived exertion (RPE) was obtained following each condition. Step-by-step spatiotemporal, kinematic, and kinetic metrics were extracted to calculate mean outcome measures for each bodyweight condition. Repeated measures analyses of variance were conducted to assess the influence of the different bodyweight reduction levels on RPE and runners' biomechanics. RESULTS Higher pressure creating lower bodyweight conditions resulted in significantly increased stride length and decreased cadence, contact time, impact g, and RPE, along with a shift toward forefoot strike types compared with higher body weight conditions (P < 0.01). All other outcomes were comparable across conditions. CONCLUSION Reduced bodyweight running significantly altered spatiotemporal measures and reduced the vertical component of loading. CLINICAL RELEVANCE Our findings offer objective information on expected biomechanical changes across pressure levels that clinicians should consider when incorporating reduced gravity treadmill running into rehabilitation plans.
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Affiliation(s)
| | | | - Michael J. Higgins
- School of Education Department of Kinesiology, University of Virginia, Charlottesville, Virginia
| | - Jay Hertel
- School of Education Department of Kinesiology, University of Virginia, Charlottesville, Virginia
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