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Harrison K, Williams DSB, Darter BJ, Zernicke RF, Shall M, Finucane S. Effect of Strength and Plyometric Training on Kinematics in Female Novice Runners. J Strength Cond Res 2024:00124278-990000000-00419. [PMID: 38489659 DOI: 10.1519/jsc.0000000000004757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2024]
Abstract
ABSTRACT Harrison, K, Williams, DSB III, Darter, BJ, Zernicke, RF, Shall, M, and Finucane, S. Effect of strength and plyometric training on kinematics in female novice runners. J Strength Cond Res XX(X): 000-000, 2024-Both running performance and injury have been associated with running kinematics. Plyometric training improves run performance and reduces injury risk in court-sport and field-sport athletes. The aim of this study was to assess longitudinal changes in kinematics in novice runners before and after a typical beginners' running program, compared with those who perform a plyometric intervention before running. Fifty-seven novice female runners were assigned to the control group (8 weeks walking +8 weeks running) or the intervention group (8 weeks strength or plyometric training +8 weeks running). Kinematics were assessed at baseline, 8 weeks, and 16 weeks. Joint angles throughout the stride of those who completed the training (n = 21) were compared between groups and assessment time points using a statistical parametric mapping 2-way analysis of variance, with group and study time point as independent variables. There was no interaction effect of group and study time point (p > 0.05), indicating that both training programs had similar effects on running kinematics. There was a main effect of time for sagittal plane knee and hip kinematics (p < 0.001); after training, subjects ran with a more extended leg, particularly during swing. Programs of 8 weeks of preparatory training, followed by 8 weeks of running, resulted in altered sagittal plane biomechanics, which have previously been related to improved running economy. A greater volume of plyometric, run training or concurrent plyometric and run training may be required to elicit changes in running form associated with lower injury risk.
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Affiliation(s)
- Kathryn Harrison
- Department of Physical Therapy, Virginia Commonwealth University, Richmond, Virginia
| | | | - Benjamin J Darter
- Department of Physical Therapy, Virginia Commonwealth University, Richmond, Virginia
| | - Ronald F Zernicke
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan
| | - Mary Shall
- Department of Physical Therapy, Virginia Commonwealth University, Richmond, Virginia
| | - Sheryl Finucane
- Department of Physical Therapy, Virginia Commonwealth University, Richmond, Virginia
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2
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Burns GT, Tam N, Santos-Concejero J, Tucker R, Zernicke RF. Assessing spring-mass similarity in elite and recreational runners. Front Physiol 2023; 14:1224459. [PMID: 37719459 PMCID: PMC10502723 DOI: 10.3389/fphys.2023.1224459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 08/14/2023] [Indexed: 09/19/2023] Open
Abstract
The dynamic complexity and individualization of running biomechanics has challenged the development of objective and comparative gait measures. Here, we present and explore several novel biomechanical metrics for running that are informed by a canonical inter-species gait template-the spring-mass model. The measures assess running mechanics systemically against the template via quantifying characteristics of a runner's kinetics relative to the energy-conserving elastic system-i.e., their "spring-mass similarity". Applying these metrics in a retrospective cohort investigation, we studied the overground kinetics of two heterogenous populations of runners in two footwear conditions: elite and recreational athletes in shod and barefoot conditions. Across all measures and within foot strike types, the elite runners exhibited mechanics that were more similar to those of the ideally elastic spring-mass template. The elite runners had more symmetric bounces, less discrepancy (i.e., greater coordination) between horizontal and vertical kinetic changes, and better fit to a spring-mass vertical ground reaction force time series. Barefoot running elicited greater kinetic coordination in the recreational runners. At a faster speed, the elites further improved their similarity to the template. Overall, the more economical elite group exhibited greater likeness to the linearly elastic, energy-conserving spring-mass system than their recreational counterparts. This study introduces novel biomechanical measures related to performance in distance running. More broadly, it provides new, approachable metrics for systemic quantification of gait biomechanics in runners across all demographics. These metrics may be applied to assess a runner's global biomechanical response to a variety of interventions, including training adaptations, rehabilitation programs, and footwear conditions.
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Affiliation(s)
- Geoffrey T. Burns
- School of Kinesiology, University of Michigan, Ann Arbor, MI, United States
| | - Nicholas Tam
- Division for Exercise Science and Sports Medicine, Department of Human Biology, University of Cape Town, Cape Town, South Africa
- Department of Physiology, University of the Basque Country UPV/EHU, Leioa, Spain
| | - Jordan Santos-Concejero
- Division for Exercise Science and Sports Medicine, Department of Human Biology, University of Cape Town, Cape Town, South Africa
- Department of Physical Education and Sport, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain
| | - Ross Tucker
- Division for Exercise Science and Sports Medicine, Department of Human Biology, University of Cape Town, Cape Town, South Africa
- World Rugby, Dublin, Ireland
| | - Ronald F. Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, MI, United States
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI, United States
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States
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3
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Hafer JF, Mihy JA, Hunt A, Zernicke RF, Johnson RT. Lower Extremity Inverse Kinematics Results Differ Between Inertial Measurement Unit- and Marker-Derived Gait Data. J Appl Biomech 2023; 39:133-142. [PMID: 37024103 DOI: 10.1123/jab.2022-0194] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 11/30/2022] [Accepted: 02/07/2023] [Indexed: 04/08/2023]
Abstract
In-lab, marker-based gait analyses may not represent real-world gait. Real-world gait analyses may be feasible using inertial measurement units (IMUs) in combination with open-source data processing pipelines (OpenSense). Before using OpenSense to study real-world gait, we must determine whether these methods estimate joint kinematics similarly to traditional marker-based motion capture (MoCap) and differentiate groups with clinically different gait mechanics. Healthy young and older adults and older adults with knee osteoarthritis completed this study. We captured MoCap and IMU data during overground walking at 2 speeds. MoCap and IMU kinematics were computed with OpenSim workflows. We tested whether sagittal kinematics differed between MoCap and IMU, whether tools detected between-group differences similarly, and whether kinematics differed between tools by speed. MoCap showed more anterior pelvic tilt (0%-100% stride) and joint flexion than IMU (hip: 0%-38% and 61%-100% stride; knee: 0%-38%, 58%-89%, and 95%-99% stride; and ankle: 6%-99% stride). There were no significant tool-by-group interactions. We found significant tool-by-speed interactions for all angles. While MoCap- and IMU-derived kinematics differed, the lack of tool-by-group interactions suggests consistent tracking across clinical cohorts. Results of the current study suggest that IMU-derived kinematics with OpenSense may enable reliable evaluation of gait in real-world settings.
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Affiliation(s)
- Jocelyn F Hafer
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE,USA
- School of Kinesiology, University of Michigan, Ann Arbor, MI,USA
| | - Julien A Mihy
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE,USA
| | - Andrew Hunt
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE,USA
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, MI,USA
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI,USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI,USA
| | - Russell T Johnson
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA,USA
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4
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Carson TL, West BT, Sonneville K, Zernicke RF, Clarke P, Harlow S, Karvonen-Gutierrez C. Identifying latent classes of Relative Energy Deficiency in Sport (RED-S) consequences in a sample of collegiate female cross country runners. Br J Sports Med 2023; 57:153-159. [PMID: 36137732 DOI: 10.1136/bjsports-2021-104083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/07/2022] [Indexed: 01/24/2023]
Abstract
OBJECTIVE The purpose of this study was to identify patterns of clustering of the 10 health consequences identified in the Relative Energy Deficiency in Sport (RED-S) framework among collegiate female Cross-Country runners. We also assessed risk characteristics associated with each cluster. METHODS This randomly sampled population included 211 current National Collegiate Athletics Association (NCAA) Division I (DI) female cross country runners who completed a quantitative survey. We used latent class analysis (LCA) to group athletes into mutually exclusive classes based on shared response patterns of RED-S consequences. We computed descriptive statistics to identify demographics, personal characteristics, disordered eating and emotional health characteristics associated with each class. RESULTS The average age of the sample was 21 years with mean body mass index 20.4 kg/m2. The LCA identified three unique classes of potential RED-S presentations: (1) low probability of RED-S consequences; (2) complex physical and psychological concerns with a higher burden of cardiovascular concern and (3) very high probability of anxiety with high burden of menstrual disturbance, bone injury and gastrointestinal concern. All classes were characterised by high levels of menstrual disturbance and distinguished by the number and burden of other potential RED-S consequences and in reported abuse history, emotional regulation and perfectionism. CONCLUSION This study identified a high burden of menstrual disturbance in NCAA D1 cross country runners, and three unique presentations of RED-S consequences. Future research is warranted to better understand how early prevention and intervention strategies may mitigate RED-S consequences in distance runners.
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Affiliation(s)
- Traci Lyn Carson
- Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Brady T West
- Institute for Social Research (ISR), University of Michigan, Ann Arbor, Michigan, USA
| | - Kendrin Sonneville
- Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Philippa Clarke
- Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Sioban Harlow
- Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
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Friday PJ, Beemer LR, Martindale D, Wassmann A, Eisman AB, Templin T, Zernicke RF, Malinoff L, Schwartz A, Ajibewa TA, Marenus MW, Hasson RE. A Novel Policy Alignment and Enhancement Process to Improve Sustainment of School-Based Physical Activity Programming. Int J Environ Res Public Health 2023; 20:ijerph20031791. [PMID: 36767157 PMCID: PMC9914935 DOI: 10.3390/ijerph20031791] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 01/11/2023] [Accepted: 01/12/2023] [Indexed: 05/25/2023]
Abstract
The purpose of the current study was twofold: (1) to evaluate the strength and comprehensiveness of district wellness policies in one central Michigan intermediate school district (ISD; 16 districts), and (2) to pilot a novel policy alignment and enhancement process in one district within the ISD to improve sustainment of district-wide physical activity (PA) programming. Policy evaluation and alignment were determined using WellSAT 3.0. The Exploration, Preparation, Implementation, Sustainment (EPIS) framework was used to guide a seven-step policy alignment and enhancement process. Initial evaluation of the PA policy for the ISD revealed a strength score of 19/100 (i.e., included weak and non-specific language) and 31/100 for comprehensiveness (i.e., mentioned few components of the Comprehensive School Physical Activity Program). For the pilot school district, initial strength scores were 19/100 and 38/100 for comprehensiveness (exploration). An alignment of the tailored PA policy with current practices resulted in a 100% increase in strength (score of 38/100), and 132% increase in comprehensiveness (score of 88/100; preparation). However, district administrators encountered barriers to adopting the tailored policy and subsequently integrated the PA requirements into their curriculum guide and school improvement plan (implementation and sustainment). Future research should examine the effectiveness of our EPIS-informed policy evaluation, alignment, and enhancement process to promote widespread increases in student PA.
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Affiliation(s)
| | - Lexie R. Beemer
- School of Kinesiology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Amy Wassmann
- Saginaw Intermediate School District, Saginaw, MI 48603, USA
| | - Andria B. Eisman
- Division of Kinesiology, Health and Sport Studies, College of Education, Wayne State University, Detroit, MI 48202, USA
- Center for Health and Community Impact, College of Education, Wayne State University, Detroit, MI 48202, USA
| | - Thomas Templin
- School of Kinesiology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Ronald F. Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, MI 48109, USA
- Departments of Orthopaedic Surgery and Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Lynn Malinoff
- Institute for the Study of Children, Families, and Communities, Eastern Michigan University, Ypsilanti, MI 48197, USA
| | - Anna Schwartz
- School of Kinesiology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | | | - Rebecca E. Hasson
- School of Kinesiology, University of Michigan, Ann Arbor, MI 48109, USA
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Hart DA, Zernicke RF, Shrive NG. Homo sapiens May Incorporate Daily Acute Cycles of “Conditioning–Deconditioning” to Maintain Musculoskeletal Integrity: Need to Integrate with Biological Clocks and Circadian Rhythm Mediators. Int J Mol Sci 2022; 23:ijms23179949. [PMID: 36077345 PMCID: PMC9456265 DOI: 10.3390/ijms23179949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 08/17/2022] [Accepted: 08/29/2022] [Indexed: 12/02/2022] Open
Abstract
Human evolution required adaptation to the boundary conditions of Earth, including 1 g gravity. The bipedal mobility of Homo sapiens in that gravitational field causes ground reaction force (GRF) loading of their lower extremities, influencing the integrity of the tissues of those extremities. However, humans usually experience such loading during the day and then a period of relative unloading at night. Many studies have indicated that loading of tissues and cells of the musculoskeletal (MSK) system can inhibit their responses to biological mediators such as cytokines and growth factors. Such findings raise the possibility that humans use such cycles of acute conditioning and deconditioning of the cells and tissues of the MSK system to elaborate critical mediators and responsiveness in parallel with these cycles, particularly involving GRF loading. However, humans also experience circadian rhythms with the levels of a number of mediators influenced by day/night cycles, as well as various levels of biological clocks. Thus, if responsiveness to MSK-generated mediators also occurs during the unloaded part of the daily cycle, that response must be integrated with circadian variations as well. Furthermore, it is also possible that responsiveness to circadian rhythm mediators may be regulated by MSK tissue loading. This review will examine evidence for the above scenario and postulate how interactions could be both regulated and studied, and how extension of the acute cycles biased towards deconditioning could lead to loss of tissue integrity.
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Affiliation(s)
- David A. Hart
- Department of Surgery, University of Calgary, Calgary, AB T2N 4N1, Canada
- McCaig Institute for Bone & Joint Health Research, University of Calgary, Calgary, AB T2N 4N1, Canada
- Faculty of Kinesiology, University of Calgary, Calgary, AB T2N 1N4, Canada
- Bone & Joint Health Strategic Clinical Network, Alberta Health Services, Edmonton, AB T5J 3E4, Canada
- Correspondence:
| | - Ronald F. Zernicke
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI 48109-5328, USA
- School of Kinesiology, University of Michigan, Ann Arbor, MI 48108-1048, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109-2099, USA
| | - Nigel G. Shrive
- Department of Surgery, University of Calgary, Calgary, AB T2N 4N1, Canada
- McCaig Institute for Bone & Joint Health Research, University of Calgary, Calgary, AB T2N 4N1, Canada
- Department of Civil Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB T2N 4V8, Canada
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7
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Gilley KN, Baroudi L, Yu M, Gainsburg I, Reddy N, Bradley C, Cislo C, Rozwadowski ML, Clingan CA, DeMoss MS, Churay T, Birditt K, Colabianchi N, Chowdhury M, Forger D, Gagnier J, Zernicke RF, Cunningham JL, Cain SM, Tewari M, Choi SW. Risk Factors for COVID-19 in College Students Identified by Physical, Mental, and Social Health Reported During the Fall 2020 Semester: Observational Study Using the Roadmap App and Fitbit Wearable Sensors. JMIR Ment Health 2022; 9:e34645. [PMID: 34992051 PMCID: PMC8834863 DOI: 10.2196/34645] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 12/14/2021] [Accepted: 01/06/2022] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic triggered a seismic shift in education to web-based learning. With nearly 20 million students enrolled in colleges across the United States, the long-simmering mental health crisis in college students was likely further exacerbated by the pandemic. OBJECTIVE This study leveraged mobile health (mHealth) technology and sought to (1) characterize self-reported outcomes of physical, mental, and social health by COVID-19 status; (2) assess physical activity through consumer-grade wearable sensors (Fitbit); and (3) identify risk factors associated with COVID-19 positivity in a population of college students prior to release of the vaccine. METHODS After completing a baseline assessment (ie, at Time 0 [T0]) of demographics, mental, and social health constructs through the Roadmap 2.0 app, participants were instructed to use the app freely, wear the Fitbit, and complete subsequent assessments at T1, T2, and T3, followed by a COVID-19 assessment of history and timing of COVID-19 testing and diagnosis (T4: ~14 days after T3). Continuous measures were described using mean (SD) values, while categorical measures were summarized as n (%) values. Formal comparisons were made on the basis of COVID-19 status. The multivariate model was determined by entering all statistically significant variables (P<.05) in univariable associations at once and then removing one variable at a time through backward selection until the optimal model was obtained. RESULTS During the fall 2020 semester, 1997 participants consented, enrolled, and met criteria for data analyses. There was a high prevalence of anxiety, as assessed by the State Trait Anxiety Index, with moderate and severe levels in 465 (24%) and 970 (49%) students, respectively. Approximately one-third of students reported having a mental health disorder (n=656, 33%). The average daily steps recorded in this student population was approximately 6500 (mean 6474, SD 3371). Neither reported mental health nor step count were significant based on COVID-19 status (P=.52). Our analyses revealed significant associations of COVID-19 positivity with the use of marijuana and alcohol (P=.02 and P=.046, respectively) and with lower belief in public health measures (P=.003). In addition, graduate students were less likely and those with ≥20 roommates were more likely to report a COVID-19 diagnosis (P=.009). CONCLUSIONS Mental health problems were common in this student population. Several factors, including substance use, were associated with the risk of COVID-19. These data highlight important areas for further attention, such as prioritizing innovative strategies that address health and well-being, considering the potential long-term effects of COVID-19 on college students. TRIAL REGISTRATION ClinicalTrials.gov NCT04766788; https://clinicaltrials.gov/ct2/show/NCT04766788. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/29561.
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Affiliation(s)
- Kristen N Gilley
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Loubna Baroudi
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Miao Yu
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Izzy Gainsburg
- Stephen M. Ross School of Business, University of Michigan, Ann Arbor, MI, United States
| | - Niyanth Reddy
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Christina Bradley
- Stephen M. Ross School of Business, University of Michigan, Ann Arbor, MI, United States
| | - Christine Cislo
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | | | - Caroline Ashley Clingan
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Matthew Stephen DeMoss
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Tracey Churay
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Kira Birditt
- Institute for Social Research, University of Michigan, Ann Arbor, MI, United States
| | | | - Mosharaf Chowdhury
- Department of Computer Science Engineering, University of Michigan, Ann Arbor, MI, United States
| | - Daniel Forger
- Department of Mathematics, University of Michigan, Ann Arbor, MI, United States
| | - Joel Gagnier
- Department of Orthopedic Surgery, University of Michigan, Ann Arbor, MI, United States.,Department of Epidemiology, University of Michigan, Ann Arbor, MI, United States
| | - Ronald F Zernicke
- Department of Orthopedic Surgery, University of Michigan, Ann Arbor, MI, United States.,Exercise & Sport Science Initiative, University of Michigan, Ann Arbor, MI, United States
| | - Julia Lee Cunningham
- Stephen M. Ross School of Business, University of Michigan, Ann Arbor, MI, United States
| | - Stephen M Cain
- Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, WV, United States
| | - Muneesh Tewari
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States.,Center for Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States.,Veterans Administration Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - Sung Won Choi
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States
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Mamon MA, Olthof SBH, Burns GT, Lepley AS, Kozloff KM, Zernicke RF. Position-Specific Physical Workload Intensities in American Collegiate Football Training. J Strength Cond Res 2022; 36:420-426. [PMID: 35080203 DOI: 10.1519/jsc.0000000000004174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
ABSTRACT MamonJr, MA, Olthof, SBH, Burns, GT, Lepley, AS, Kozloff, KM, and Zernicke, RF. Position-specific physical workload intensities in American collegiate football training. J Strength Cond Res 36(2): 420-426, 2022-Quantifying player training loads allows football coaching staff to make informed adjustments to the volume and intensity of training. Physical workload intensity in American football practices have not been extensively quantified. The current study examined physical workload intensities across positions in American collegiate football during training. Data from player tracking technology (Catapult Vector) were collected from 72 American football players (National Collegiate Athletic Association Division I) during in-season practices. Players were involved in individualized skill (indy), team playbook (team), and special team (ST) drills during practice and analyzed for their specialist offensive or defensive role (e.g., linebacker or wide receiver). Player running (i.e., high-speed running and sprint) and accelerations (i.e., high-intensity PlayerLoad and high-intensity inertial movement analysis) per minute were of interest. Drill type and practice day had significant effects on all workload intensity metrics (p < 0.01), but not position. Greater running intensities were seen in ST drills compared with other drill types. Tuesday practice sessions had greater overall intensities compared with other days. Interaction effect of position and drill type was significant (p < 0.001) for all intensity metrics, indicating that position groups exhibited unique workload responses to the drill types. Drill type and practice day interaction effect was significant for all intensity metrics (p < 0.01). The findings may be informative for coaches to tailor physical workloads of practice drills for positional roles in preparation for games and practices. Player tracking technology can add value for strength and conditioning coaches to adjust training programs based on position-specific on-field demands of players.
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Affiliation(s)
- Mark A Mamon
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan
| | - Sigrid B H Olthof
- School of Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom.,Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, Michigan; and
| | - Geoffrey T Burns
- Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, Michigan; and
| | - Adam S Lepley
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan.,Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, Michigan; and
| | - Kenneth M Kozloff
- Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, Michigan; and.,Departments of Orthopedic Surgery and Biomedical Engineering, University of Michigan, Ann Arbor, Michigan
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan.,Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, Michigan; and.,Departments of Orthopedic Surgery and Biomedical Engineering, University of Michigan, Ann Arbor, Michigan
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9
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Olthof SBH, Tureen T, Tran L, Brennan B, Winograd B, Zernicke RF. Biomechanical Loads and Their Effects on Player Performance in NCAA D-I Male Basketball Games. Front Sports Act Living 2021; 3:670018. [PMID: 34977565 PMCID: PMC8714934 DOI: 10.3389/fspor.2021.670018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 11/08/2021] [Indexed: 11/16/2022] Open
Abstract
Basketball games and training sessions are characterized by quick actions and many scoring attempts, which pose biomechanical loads on the bodies of the players. Inertial Measurement Units (IMUs) capture these biomechanical loads as PlayerLoad and Inertial Movement Analysis (IMA) and teams collect those data to monitor adaptations to training schedules. However, the association of biomechanical loads with game performance is a relatively unexplored area. The aims of the current study were to determine the statistical relations between biomechanical loads in games and training with game performance. Biomechanical training and game load measures and player-level and team-level game stats from one college basketball team of two seasons were included in the dataset. The training loads were obtained on the days before gameday. A three-step analysis pipeline modeled: (i) relations between team-level game stats and the win/loss probabilities of the team, (ii) associations between the player-level training and game loads and their game stats, and (iii) associations between player-level training loads and game loads. The results showed that offensive and defensive game stats increased the odds of winning, but several stats were subject to positional and individual performance variability. Further analyses, therefore, included total points [PTS], two-point field goals, and defensive rebounds (DEF REB) that were less subject to those influences. Increases in game loads were significantly associated with game stats. In addition, training loads significantly affected the game loads in the following game. In particular, increased loads 2 days before the game resulted in increased expected game loads. Those findings suggested that biomechanical loads were good predictors for game performance. Specifically, the game loads were good predictors for game stats, and training loads 2 days before gameday were good predictors for the expected game load. The current analyses accounted for the variation in loads of players and stats that enabled modeling the expected game performance for each individual. Coaches, trainers, and sports scientists can use these findings to further optimize training plans and possibly make in-game decisions for individual player performance.
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Affiliation(s)
- Sigrid B. H. Olthof
- School of Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom
- Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, MI, United States
- *Correspondence: Sigrid B. H. Olthof
| | - Tahmeed Tureen
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - Lam Tran
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - Benjamin Brennan
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - Blair Winograd
- Michigan Institute for Data Science, University of Michigan, Ann Arbor, MI, United States
| | - Ronald F. Zernicke
- Exercise and Sport Science Initiative, University of Michigan, Ann Arbor, MI, United States
- Department of Orthopedic Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
- School of Kinesiology and Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States
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10
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Burns GT, Zernicke RF. A simple computational method to estimate stance velocity in running. J Exp Biol 2021; 224:271930. [PMID: 34427665 DOI: 10.1242/jeb.242787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 08/19/2021] [Indexed: 11/20/2022]
Abstract
Running dynamical analyses typically approximate a runner's stance velocity as the average stride cycle velocity (the average running speed). That approximation necessarily overestimates stance velocity and biases subsequent results. Stance velocity is crucial in kinetic spring-mass analyses of running, where approximation of a runner's impact angle and calculation of leg stiffness require that input. Here, a new method is presented to approximate a runner's stance velocity via measurement of contact and flight times with the runner's average speed, leg length or height, and mass. This method accurately estimated the stance velocity of simulated spring-mass systems across typical running speeds of 3.5-5.5 m s-1 (r>0.99) and more accurately estimated the impact angle and leg stiffness. The method also accurately estimated the peak horizontal ground reaction force across speeds (r=0.82), but the bias magnitude increased with speed. Robustness of the new method was further tested for runners at 2.5, 3.5 and 4.5 m s-1, and the new method provided steeper impact angles than those from traditional estimates and correspondingly higher leg stiffnesses, analogous to the observations in the simulation models. Horizontal ground reaction force estimates were weakly correlated in braking and propulsion. They were improved by a corrective algorithm, but the intra- and inter-individual variation persisted. The directionality and magnitude of angle and stiffness estimates in the human runners were similar to simulations, suggesting the new method more accurately modeled runners' spring-mass characteristics by using an accurate approximation of stance velocity. The new method can improve traditional kinetic analyses of running where stance velocity recordings are not captured with kinematic recordings and extend opportunities for accurate field-based analyses with limited measurement sources.
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Affiliation(s)
- Geoffrey T Burns
- School of Kinesiology, University of Michigan, 1402 Washington Heights, Ann Arbor, MI 48109-2013, USA.,Exercise and Sport Science Initiative, University of Michigan, 426 Thompson Street, Ann Arbor, MI 48104-2321, USA
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, 1402 Washington Heights, Ann Arbor, MI 48109-2013, USA.,Exercise and Sport Science Initiative, University of Michigan, 426 Thompson Street, Ann Arbor, MI 48104-2321, USA.,Department of Orthopaedic Surgery, University of Michigan, 1500 E. Medical Center Drive, 2912 Taubman Center, Ann Arbor, MI 48109-5328, USA.,Department of Biomedical Engineering, University of Michigan, 2200 Bonisteel, Blvd, Ann Arbor, MI 48109-2099, USA
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11
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Kozloff KM, Martin J, Pflueger C, Carey G, Ferlic M, Burns GT, Zernicke RF, Rifat S. Stress Fracture Risk Assessment In Intercollegiate Distance Runners. Med Sci Sports Exerc 2021. [DOI: 10.1249/01.mss.0000760588.00332.60] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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12
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Beemer LR, Marenus M, Ajibewa TA, Schwartz A, Eisman A, Wassmann A, Templin T, Malinoff L, Zernicke RF, Rabaut L, Chen W, Hasson RE. Strength And Comprehensiveness Of School Wellness Policies In Central Michigan School Districts. Med Sci Sports Exerc 2021. [DOI: 10.1249/01.mss.0000761980.88065.3e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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13
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Hafer JF, Zernicke RF. Adults with knee osteoarthritis use different coordinative strategies to transition from swing to stance compared to young asymptomatic adults. Gait Posture 2021; 88:72-77. [PMID: 34004590 DOI: 10.1016/j.gaitpost.2021.05.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Revised: 05/03/2021] [Accepted: 05/05/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND Neuromuscular changes that occur with aging or joint pathology likely alter the coordinative strategies that adults use to walk and to recover from perturbations during gait. Differences in coordination patterns or in how coordination changes in response to a challenge may provide insight into neuromuscular targets for falls prevention interventions. RESEARCH QUESTION Do young asymptomatic adults, older asymptomatic adults, and older adults with knee OA alter their lower extremity segment coordination differently in response to an increase in walking speed?. METHODS We captured lower extremity kinematics using inertial measurement units as 29 participants (10 young, 10 older, 9 older with knee osteoarthritis) walked on a treadmill at self-selected preferred and faster speeds. We calculated lower extremity segment coordination and coordination variability using vector coding. We compared coordination and its variability among groups and speeds. RESULTS There were no significant interactions between group and speed. Overall group or speed differences in coordination or variability occurred mostly during terminal swing or early stance. Coordination patterns differed between young adults and adults with knee osteoarthritis in all segment couples during terminal swing and at the foot vs. shank during early stance. During these same gait cycle phases for the foot vs. shank and shank vs. thigh segment couples, coordination patterns shifted towards those of young adults when participants walked faster. Where coordination variability differed by group or speed, it was lower in the young adults than in the older adults with or without knee osteoarthritis and at faster walking speed. SIGNIFICANCE Our results identified that older adults with knee osteoarthritis have a different strategy for transitioning from swing to stance compared to young adults, especially at distal limb segments. These results may help target fall prevention interventions to specific gait cycle phases or strategies.
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Affiliation(s)
- Jocelyn F Hafer
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, United States; School of Kinesiology, University of Michigan, Ann Arbor, MI, United States.
| | - Ronald F Zernicke
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI, United States; School of Kinesiology, University of Michigan, Ann Arbor, MI, United States; Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States
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14
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Burns GT, Gonzalez R, Zernicke RF. Improving spring-mass parameter estimation in running using nonlinear regression methods. J Exp Biol 2021; 224:jeb.232850. [PMID: 33536301 DOI: 10.1242/jeb.232850] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Accepted: 01/25/2021] [Indexed: 11/20/2022]
Abstract
Runners are commonly modeled as spring-mass systems, but the traditional calculations of these models rely on discrete observations during the gait cycle (e.g. maximal vertical force) and simplifying assumptions (e.g. leg length), challenging the predicative capacity and generalizability of observations. We present a method to model runners as spring-mass systems using nonlinear regression (NLR) and the full vertical ground reaction force (vGRF) time series without additional inputs and fewer traditional parameter assumptions. We derived and validated a time-dependent vGRF function characterized by four spring-mass parameters - stiffness, touchdown angle, leg length and contact time - using a sinusoidal approximation. Next, we compared the NLR-estimated spring-mass parameters with traditional calculations in runners. The mixed-effect NLR method (ME NLR) modeled the observed vGRF best (RMSE:155 N) compared with a conventional sinusoid approximation (RMSE: 230 N). Against the conventional methods, its estimations provided similar stiffness approximations (-0.2±0.6 kN m-1) with moderately steeper angles (1.2±0.7 deg), longer legs (+4.2±2.3 cm) and shorter effective contact times (-12±4 ms). Together, these vGRF-driven system parameters more closely approximated the observed vertical impulses (observed: 214.8 N s; ME NLR: 209.0 N s; traditional: 223.6 N s). Finally, we generated spring-mass simulations from traditional and ME NLR parameter estimates to assess the predicative capacity of each method to model stable running systems. In 6/7 subjects, ME NLR parameters generated models that ran with equal or greater stability than traditional estimates. ME NLR modeling of the vGRF in running is therefore a useful tool to assess runners holistically as spring-mass systems with fewer measurement sources or anthropometric assumptions. Furthermore, its utility as statistical framework lends itself to more complex mixed-effects modeling to explore research questions in running.
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Affiliation(s)
- Geoffrey T Burns
- School of Kinesiology, University of Michigan, 1402 Washington Heights, Ann Arbor, MI 48109-2013, USA
| | - Richard Gonzalez
- Department of Psychology, University of Michigan, 004 East Hall, 530 Church Street, Ann Arbor, MI 48109-1043, USA
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, 1402 Washington Heights, Ann Arbor, MI 48109-2013, USA.,Department of Orthopaedic Surgery, University of Michigan, 1500 E. Medical Center Drive, 2912 Taubman Center, Ann Arbor, MI 48109-5328, USA.,Department of Biomedical Engineering, University of Michigan, 2200 Bonisteel Blvd, Ann Arbor, MI 48109-2099, USA
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15
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Hart DA, Zernicke RF. Editorial: Optimal Mobility and Function Across the Lifespan. Front Physiol 2021; 12:652640. [PMID: 33633593 PMCID: PMC7900616 DOI: 10.3389/fphys.2021.652640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 01/19/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- David A Hart
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,McCaig Institute for Bone & Joint Health, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada.,Alberta Health Services, Bone & Joint Health Strategic Clinical Network, Edmonton, AB, Canada
| | - Ronald F Zernicke
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada.,Department of Orthopedic Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States.,School of Kinesiology, University of Michigan, Ann Arbor, MI, United States.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States.,Exercise & Sport Science Initiative, University of Michigan, Ann Arbor, MI, United States.,Department of Physiology and Pharmacology, University of Calgary, Calgary, AB, Canada
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16
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Carson TL, Tournat T, Sonneville K, Zernicke RF, Karvonen-Gutierrez C. Cultural and environmental associations with body image, diet and well-being in NCAA DI female distance runners: a qualitative analysis. Br J Sports Med 2020; 55:433-437. [PMID: 33139255 DOI: 10.1136/bjsports-2020-102559] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/12/2020] [Indexed: 11/03/2022]
Abstract
OBJECTIVE We aimed to describe current and former National Collegiate Athletic Association (NCAA) Division One (DI) female distance runners' experiences of perceived norms of body image and disordered eating in their sport, as well as the emergence and influence of coach-athlete power dynamics.This manuscript reports a qualitative research study (consisting of interviews and thematic analysis) of women athletes' experiences of perceived norms of body image and disordered eating in their sport. We also report athletes' experiences of coach-athlete power dynamics. METHODS The study sample included 29 current and former female NCAA DI female distance runners, defined as competing in 800-metre distance or greater. Interviews were conducted, audio-recorded and hand transcribed. A thematic analysis was performed and presented. RESULTS Two major themes emerged: (1) sport body ideals and body image norms and myths that exist in the sport, and (2) the power dynamic between athletes and coaches. It is not clear whether sport body ideals and culture of running influences coaching culture, or whether the coaches-who maintain positions of power in the sport-perpetuate the culture. These themes likely feed into each other and reinforce the existing and dominant mentalities of the sport. CONCLUSION Sport body image ideals and the power dynamic between coach and athlete may contribute to female athlete's risk of disordered eating and body image disturbance. We call for the NCAA and athletic departments to develop and implement prevention and intervention programmes to prevent eating and body image disorders in this high-risk population.
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Affiliation(s)
- Traci Lyn Carson
- Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Troy Tournat
- Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Kendrin Sonneville
- Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
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17
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Hafer JF, Zernicke RF. Propulsive joint powers track with sensor-derived angular velocity: A potential tool for lab-less gait retraining. J Biomech 2020; 106:109821. [PMID: 32517990 DOI: 10.1016/j.jbiomech.2020.109821] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 04/02/2020] [Accepted: 04/24/2020] [Indexed: 01/08/2023]
Abstract
Lower propulsive joint powers, particularly at the ankle, are often observed in older compared to young adults. Interventions to increase joint powers often require labs with motion capture and force treadmill technology. Translating these interventions out of the lab requires identifying portable measures that track (i.e., strongly correlate with) changes in joint powers. The purpose of this study was to determine if kinematics collected using inertial measurement units (IMUs) correlate with propulsive joint powers calculated using inverse dynamics. We collected data simultaneously with motion capture, force plates, and IMU sensors as young and older adults walked at varying speeds overground in a laboratory. Hip, knee, and ankle joint powers were calculated using inverse dynamics and positive peaks in the second half of stance were identified as the propulsive powers of interest. Raw IMU gyroscope data were oriented to a functional medial-lateral axis and peaks in the second half of stance were identified for segment (thigh, shank, foot) and joint (hip, knee, ankle) angular velocities. Pearson correlation coefficients were calculated between peak joint powers and peak angular velocities. We identified significant (all p < 0.001) correlations between hip joint power and hip and thigh angular velocities (r = 0.80-0.83) and between ankle joint power and ankle, shank, and foot angular velocities (r = 0.77-0.89). Correlation strength was similar between young and older adults and between segment and joint angular velocities. These results suggest that changes in joint powers longitudinally or over the course of an intervention could be tracked using a minimal set of wearable sensors.
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Affiliation(s)
- Jocelyn F Hafer
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, United States; School of Kinesiology, University of Michigan, Ann Arbor, MI, United States.
| | - Ronald F Zernicke
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI, United States; School of Kinesiology, University of Michigan, Ann Arbor, MI, United States; Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States
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18
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Hart DA, Zernicke RF. Optimal Human Functioning Requires Exercise Across the Lifespan: Mobility in a 1g Environment Is Intrinsic to the Integrity of Multiple Biological Systems. Front Physiol 2020; 11:156. [PMID: 32174843 PMCID: PMC7056746 DOI: 10.3389/fphys.2020.00156] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Accepted: 02/12/2020] [Indexed: 12/14/2022] Open
Abstract
It is widely acknowledged that achieving and maintaining a healthier lifestyle can be enhanced through regular participation in sport and physical activity. Coevally, a growing number of health professionals regard exercise as a legitimate intervention strategy for those who have lost their health. Exercise has been shown to be effective for overweight or obese individuals, who are at risk to lose their health due to development of type II diabetes, cardiovascular disease, as well as, infiltration of muscles, bone and other organs with fat, so it can be considered medicine. However, exercise and associated mobility likely also have a strong prevention component that can effectively contribute to the maintenance of the integrity of multiple biological systems for those who do not have overt risk factors or ongoing disease. While prevention is preferred over intervention in the context of disease, it is clear that exercise and associated mobility, generally, can be an effective influence, although overtraining and excessive loading can be deleterious to health. The basis for the generally positive influence of exercise likely lies in the fact that many of our physiological systems are designed to function in the mechanically dynamic and active 1g environment of Earth (e.g., muscles, cartilage, ligaments, tendons, bones, and cardiovascular system, and neuro-cognitive function), and nearly all these systems subscribe to the “use it or lose it” paradigm. This conclusion is supported by the changes observed over the more than 50 years of space flight and exposure to microgravity conditions. Therefore, the premise advanced is: “exercise is preventative for loss of health due to age-related decline in the integrity of several physiological systems via constant reinforcement of those systems, and thus, optimal levels of exercise and physical activity are endemic to, essential for, and intrinsic to optimal health and wellbeing.”
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Affiliation(s)
- David A Hart
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada.,Alberta Health Services, Bone and Joint Health Strategic Clinical Network, Edmonton, AB, Canada
| | - Ronald F Zernicke
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada.,Department of Surgery, University of Calgary, Calgary, AB, Canada
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19
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Ashton-Miller JA, Zernicke RF. Learning From Failure. J Appl Biomech 2020; 36:1-3. [PMID: 31968308 DOI: 10.1123/jab.2019-0353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 11/08/2019] [Indexed: 11/18/2022]
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20
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Abstract
Running is a popular activity that results in high rates of overuse injury, with less-experienced runners becoming injured at higher rates than their more-experienced peers. Although measures of joint kinematics and kinetics and ground reaction forces have been associated with overuse running injuries, similar differences across levels of running experience have not been found. Because running is a motor skill that may develop with experience, an analysis of segment coordination and its variability could provide additional insight into why injury incidence decreases with increasing experience. PURPOSE The purpose of this study was to determine if less-experienced runners have different segment coordination and lower segment coordination variability compared with their more-experienced peers. METHODS This retrospective analysis included 20 more-experienced (≥10 yr running) and 21 less-experienced (≤2 yr running) runners. Sagittal thigh versus shank and shank versus foot segment coordination and coordination variability were calculated using a modified vector coding approach as individuals ran on a treadmill at preferred pace. Coordination and its variability were compared between groups during terminal swing and early, mid, and late stance for both segment couples. RESULTS Segment coordination was similar between less- and more-experienced runners. Less-experienced runners had lower segment coordination variability compared with more-experienced runners for both the thigh versus shank and shank versus foot couples. This lower variability occurred during early and mid stance. CONCLUSIONS Runners appeared to attain stable segment coordination patterns within 2 yr of consistent running, but had lower coordination variability compared with individuals who had been running for 10 or more years. These results suggest that assessment of movement patterns and their flexibility may help inform injury prevention or treatment strategies for less-experienced runners.
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Affiliation(s)
- Jocelyn F Hafer
- Michigan Performance Research Laboratory, School of Kinesiology, Ann Arbor, MI
| | - Jillian Peacock
- Michigan Performance Research Laboratory, School of Kinesiology, Ann Arbor, MI
| | - Ronald F Zernicke
- Michigan Performance Research Laboratory, School of Kinesiology, Ann Arbor, MI.,Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI
| | - Cristine E Agresta
- Michigan Performance Research Laboratory, School of Kinesiology, Ann Arbor, MI
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21
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Chen TLW, Agresta CE, Lipps DB, Provenzano SG, Hafer JF, Wong DWC, Zhang M, Zernicke RF. Ultrasound elastographic assessment of plantar fascia in runners using rearfoot strike and forefoot strike. J Biomech 2019; 89:65-71. [DOI: 10.1016/j.jbiomech.2019.04.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Revised: 04/05/2019] [Accepted: 04/09/2019] [Indexed: 11/16/2022]
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22
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Agresta CE, Goulet GC, Peacock J, Housner J, Zernicke RF, Zendler JD. Years of running experience influences stride-to-stride fluctuations and adaptive response during step frequency perturbations in healthy distance runners. Gait Posture 2019; 70:376-382. [PMID: 30959429 PMCID: PMC7607923 DOI: 10.1016/j.gaitpost.2019.02.034] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 01/31/2019] [Accepted: 02/26/2019] [Indexed: 02/02/2023]
Abstract
RESEARCH QUESTION The current study investigated stride-to-stride fluctuations of step rate and contact time in response to enforced step frequency perturbations as well as adaptation and de-adaptation behavior. METHODS Forty distance runners ran at a self-selected speed and were asked to match five different enforced step frequencies (150, 160, 170, 180, and 190 beats per min). The influence of experience was explored, because running is a skill that presumably gets better with practice, and increased years of running experience is protective against injury. Detrended fluctuation analysis was used to determine the strength of long-range correlations in gait fluctuations at baseline, during the perturbation, and post-perturbation. Adaptive response was measured by the ability to match, rate of matching, and aftereffect of step frequency perturbations. RESULTS The structure of stride-to-stride fluctuations for step rate and contact time did not change during the perturbation or post-perturbation compared to baseline. However, fluctuations in step rate were affected by the level of perturbation. Runners with the most experience had a less persistent structural gait pattern for both step rate and contact time at baseline. Highly experienced runners also demonstrated the best adaptive response. They better matched the enforced step frequency, reached the enforced step frequency sooner, and returned to preferred step frequency more quickly following removal of the perturbation. SIGNIFICANCE These findings indicate baseline locomotor flexibility may be beneficial to achieve task demands and return to a stable state once the task is complete. Increased locomotor flexibility may also be a contributing factor for reduced injury risk in experienced runners.
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Affiliation(s)
- Cristine E. Agresta
- Michigan Performance Research Laboratory, School of Kinesiology, United States,Central Campus Recreational Building, 401 Washtenaw Avenue, Ann Arbor, MI, 48109, United States,Corresponding author at: Michigan Performance Research Laboratory, School of Kinesiology, United States. (C.E. Agresta)
| | - Grant C. Goulet
- Michigan Performance Research Laboratory, School of Kinesiology, United States,Central Campus Recreational Building, 401 Washtenaw Avenue, Ann Arbor, MI, 48109, United States
| | - Jillian Peacock
- Michigan Performance Research Laboratory, School of Kinesiology, United States,Central Campus Recreational Building, 401 Washtenaw Avenue, Ann Arbor, MI, 48109, United States
| | - Jeffrey Housner
- Department of Family Medicine, 24 Frank Lloyd Wright Drive, Ann Arbor, MI, 48105, United States
| | - Ronald F. Zernicke
- Michigan Performance Research Laboratory, School of Kinesiology, United States,Department of Orthopaedic Surgery, United States,Department of Biomedical Engineering, United States,Central Campus Recreational Building, 401 Washtenaw Avenue, Ann Arbor, MI, 48109, United States
| | - Jessica Deneweth Zendler
- Michigan Performance Research Laboratory, School of Kinesiology, United States,Central Campus Recreational Building, 401 Washtenaw Avenue, Ann Arbor, MI, 48109, United States
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23
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Abstract
Step frequency (SF) in running has received substantial interest from researchers, coaches, therapists, and runners. It has been widely studied in controlled settings, but no published study has measured it continuously in elite-level competition. The present study used wrist-based accelerometers in consumer-grade watches to monitor SF and SF variability of competitors in the 2016 100-km World Championship road race. Using linear mixed-model regression, SF and SF variability were assessed across the race. The average SF (steps-per-minute) of competitors ( n = 20) was 182.0 spm (range: 155.4-203.1 spm). Race fluctuations in SF were influenced only by the speed the competitors were running, with faster speeds being associated with greater SF (5.6 spm/m·s-1, P < 0.001). Independently of this speed relation, SF did not significantly change over the course of the race. SF was further linked to the runner's stature (-123.1 spm/m, P = 0.01) but not significantly related to sex, weight, age, or years of experience. The SF coefficient-of-variation was inversely associated with running speed and distance covered, with runners demonstrating decreasing variability both at faster speeds and as the race progressed. Together, these results add ecological evidence to observations of a speed dependency of SF in a highly trained, elite population of runners and suggest that in road race conditions, SF changes only with speed and not fatigue. Furthermore, it presents evidence that the variability of an elite runner's SF is linked to both speed and fatigue but not to any other characteristics of the runner. The current findings are important for runners, clinicians, and coaches as they seek to monitor or manipulate SF. NEW & NOTEWORTHY Stride frequency (SF; or the synonymous "cadence") has become a popular point of monitoring and manipulation in runners. Advances in wearable technology have enabled continuous monitoring of SF. This study is the first to examine SF and SF variability patterns throughout an entire road race in elite ultramarathon runners. This adds ecological, normative data to the field's understanding of SF and demonstrates how it relates to running speed, fatigue, and individual characteristics.
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Affiliation(s)
- Geoffrey T Burns
- School of Kinesiology, University of Michigan, 1402 Washington Heights, Ann Arbor, Michigan
| | - Jessica M Zendler
- School of Kinesiology, University of Michigan, 1402 Washington Heights, Ann Arbor, Michigan
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, 1402 Washington Heights, Ann Arbor, Michigan.,Department of Orthopedic Surgery, University of Michigan , Ann Arbor, Michigan.,Department of Biomedical Engineering, University of Michigan , Ann Arbor, Michigan
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24
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Affiliation(s)
| | | | - Ronald F. Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI, USA
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25
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Agresta CE, Peacock J, Housner J, Zernicke RF, Zendler JD. Experience does not influence injury-related joint kinematics and kinetics in distance runners. Gait Posture 2018; 61:13-18. [PMID: 29289028 PMCID: PMC7550204 DOI: 10.1016/j.gaitpost.2017.12.020] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Revised: 12/14/2017] [Accepted: 12/19/2017] [Indexed: 02/02/2023]
Abstract
PURPOSE Increased running experience and more time spent running appears to be advantageous in reducing injury risk, although the reason behind this is unclear. It is plausible that more experience results in better running mechanics leading to less injuries. Running mechanics are often screened during clinical assessments and targeted for correction in gait retraining, particularly those thought to be global indicators of injury or those associated with elevated knee joint loading. Examining the biomechanics of runners who are less-injury prone can improve our understanding of the significance of faulty running mechanics in relation to injury. Our goal was to examine if running experience was correlated to differences in kinematics and kinetics associated with increased knee joint loading and running-related injury risk. METHODS One hundred runners with varying experience ran on a pressure-sensing treadmill at a self-selected speed. Trunk and lower extremity kinematics, spatiotemporal measures, and ground reaction forces were collected. Multiple linear regression was used to assess the association between experience and three-dimensional hip kinematics, sagittal plane lower-extremity mechanics, and ground reaction forces while controlling for age and speed. RESULTS Increased running experience was not significantly associated with running mechanics. Increased age was significantly associated with reduced peak knee flexion and increased contact time. Running speed influenced several spatiotemporal, kinematic, and kinetic variables. CONCLUSION Increased years of running experience does not appear to significantly influence running mechanics. However, age and running speed do influence biomechanical variables associated with injury in distance runners. Thus, there may be factors, other than running mechanics, that contribute to less risk in more experienced runners.
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Affiliation(s)
- Cristine E. Agresta
- Central Campus Recreational Building, 401 Washtenaw Avenue, Ann Arbor, MI 48109, USA,Corresponding author. (C.E. Agresta)
| | - Jillian Peacock
- Central Campus Recreational Building, 401 Washtenaw Avenue, Ann Arbor, MI 48109, USA
| | - Jeffrey Housner
- Department of Family Medicine, 24 Frank Lloyd Wright Drive, Ann Arbor, MI 48105, USA
| | - Ronald F. Zernicke
- Central Campus Recreational Building, 401 Washtenaw Avenue, Ann Arbor, MI 48109, USA
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Collins KH, Herzog W, MacDonald GZ, Reimer RA, Rios JL, Smith IC, Zernicke RF, Hart DA. Obesity, Metabolic Syndrome, and Musculoskeletal Disease: Common Inflammatory Pathways Suggest a Central Role for Loss of Muscle Integrity. Front Physiol 2018; 9:112. [PMID: 29527173 PMCID: PMC5829464 DOI: 10.3389/fphys.2018.00112] [Citation(s) in RCA: 143] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 02/05/2018] [Indexed: 01/14/2023] Open
Abstract
Inflammation can arise in response to a variety of stimuli, including infectious agents, tissue injury, autoimmune diseases, and obesity. Some of these responses are acute and resolve, while others become chronic and exert a sustained impact on the host, systemically, or locally. Obesity is now recognized as a chronic low-grade, systemic inflammatory state that predisposes to other chronic conditions including metabolic syndrome (MetS). Although obesity has received considerable attention regarding its pathophysiological link to chronic cardiovascular conditions and type 2 diabetes, the musculoskeletal (MSK) complications (i.e., muscle, bone, tendon, and joints) that result from obesity-associated metabolic disturbances are less frequently interrogated. As musculoskeletal diseases can lead to the worsening of MetS, this underscores the imminent need to understand the cause and effect relations between the two, and the convergence between inflammatory pathways that contribute to MSK damage. Muscle mass is a key predictor of longevity in older adults, and obesity-induced sarcopenia is a significant risk factor for adverse health outcomes. Muscle is highly plastic, undergoes regular remodeling, and is responsible for the majority of total body glucose utilization, which when impaired leads to insulin resistance. Furthermore, impaired muscle integrity, defined as persistent muscle loss, intramuscular lipid accumulation, or connective tissue deposition, is a hallmark of metabolic dysfunction. In fact, many common inflammatory pathways have been implicated in the pathogenesis of the interrelated tissues of the musculoskeletal system (e.g., tendinopathy, osteoporosis, and osteoarthritis). Despite these similarities, these diseases are rarely evaluated in a comprehensive manner. The aim of this review is to summarize the common pathways that lead to musculoskeletal damage and disease that result from and contribute to MetS. We propose the overarching hypothesis that there is a central role for muscle damage with chronic exposure to an obesity-inducing diet. The inflammatory consequence of diet and muscle dysregulation can result in dysregulated tissue repair and an imbalance toward negative adaptation, resulting in regulatory failure and other musculoskeletal tissue damage. The commonalities support the conclusion that musculoskeletal pathology with MetS should be evaluated in a comprehensive and integrated manner to understand risk for other MSK-related conditions. Implications for conservative management strategies to regulate MetS are discussed, as are future research opportunities.
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Affiliation(s)
- Kelsey H. Collins
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB, Canada
| | - Walter Herzog
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB, Canada
| | - Graham Z. MacDonald
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Raylene A. Reimer
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- Department of Biochemistry and Molecular Biology, University of Calgary, Calgary, AB, Canada
| | - Jaqueline L. Rios
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB, Canada
- CAPES Foundation, Brasilia, Brazil
| | - Ian C. Smith
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Ronald F. Zernicke
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- Departments of Orthopaedic Surgery and Biomedical Engineering, School of Kinesiology, University of Michigan, Ann Arbor, MI, United States
- Department of Surgery, Department of Physiology and Pharmacology, University of Calgary, Calgary, AB, Canada
| | - David A. Hart
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
- McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB, Canada
- Department of Family Practice, The Centre for Hip Health and Mobility, University of British Columbia, Vancouver, BC, Canada
- Alberta Health Services Bone and Joint Health Strategic Clinical Network, Calgary, AB, Canada
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Whiteside D, Martini DN, Zernicke RF, Goulet GC. Ball Speed and Release Consistency Predict Pitching Success in Major League Baseball. J Strength Cond Res 2016; 30:1787-95. [PMID: 26677832 DOI: 10.1519/jsc.0000000000001296] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Whiteside, D, Martini, DN, Zernicke, RF, and Goulet, GC. Ball speed and release consistency predict pitching success in Major League Baseball. J Strength Cond Res XX(X): 000-000, 2015-This study aimed to quantify how ball flight kinematics (i.e., ball speed and movement), release location, and variations therein relate to pitching success in Major League Baseball (MLB). One hundred ninety starting MLB pitchers met the inclusion criteria for this study. Ball trajectory information was collected for 76,000 pitches and inserted into a forward stepwise multiple regression model, which examined how (a) pitch selection, (b) ball speed, (c) ball movement (horizontal and lateral), (d) release location (horizontal and lateral), (e) variation in pitch speed, (f) variation in ball movement, and (g) variation in release location related to pitching success (as measured by fielding independent pitching-FIP). Pitch speed, release location variability, variation in pitch speed, and horizontal release location were significant predictors of FIP and, collectively, accounted for 24% of the variance in FIP. These findings suggest that (a) maximizing ball speed, (b) refining a consistent spatial release location, and (c) using varied pitch speeds should be primary foci for the pitching coach. However, between-pitcher variations underline how training interventions should be administered at the individual level, with consideration given to the pitcher's injury history. Finally, despite offering significant predictors of success, these three factors explained only 22% of the variance in FIP and should not be considered the only, or preeminent, indicators of a pitcher's effectiveness. Evidently, traditional pitching metrics only partly account for a pitcher's effectiveness, and future research is necessary to uncover the remaining contributors to success.
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Affiliation(s)
- David Whiteside
- 1School of Kinesiology, University of Michigan, Ann Arbor, Michigan; 2Tennis Australia, Melbourne, Australia; 3Institute of Sport, Exercise and Active Living, Victoria University, Melbourne, Australia; Departments of 4Biomedical Engineering; and 5Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan
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Abstract
BACKGROUND Ulnar collateral ligament (UCL) reconstruction surgeries in Major League Baseball (MLB) have increased significantly in recent decades. Although several risk factors have been proposed, a scientific consensus is yet to be reached, providing challenges to those tasked with preventing UCL injuries. PURPOSE To identify significant predictors of UCL reconstruction in MLB pitchers. STUDY DESIGN Case control study; Level of evidence, 3. METHODS Demographic and pitching performance data were sourced from public databases for 104 MLB pitchers who underwent UCL reconstruction surgery and 104 age- and position-matched controls. These variables were compared between groups and inserted into a binary logistic regression to identify significant predictors of UCL reconstruction. Two machine learning models (naïve Bayes and support vector machine) were also employed to predict UCL reconstruction in this cohort. RESULTS The binary linear regression model was statistically significant (χ(2)(12) = 33.592; P = .001), explained 19.9% of the variance in UCL reconstruction surgery, and correctly classified 66.8% of cases. According to this model, (1) fewer days between consecutive games, (2) a smaller repertoire of pitches, (3) a less pronounced horizontal release location, (4) a smaller stature, (5) greater mean pitch speed, and (6) greater mean pitch counts per game were all significant predictors of UCL reconstruction. More specifically, an increase in mean days between consecutive games (odds ratio [OR], 0.685; 95% CI, 0.542-0.865) or number of unique pitch types thrown (OR, 0.672; 95% CI, 0.492-0.917) was associated with a significantly smaller likelihood of UCL reconstruction. In contrast, an increase in mean pitch speed (OR, 1.381; 95% CI, 1.103-1.729) or mean pitches per game (OR, 1.020; 95% CI, 1.007-1.033) was associated with significantly higher odds of UCL reconstruction surgery. The naïve Bayes classifier predicted UCL reconstruction with an accuracy of 72% and the support vector machine classifier with an accuracy of 75%. CONCLUSION This study identified 6 key performance factors that may present significant risk factors for UCL reconstruction in MLB pitchers. These findings could help to enhance the prevention of UCL reconstruction surgery in MLB pitchers and shape the direction of future research in this domain.
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Affiliation(s)
- David Whiteside
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA Game Insight Group, Tennis Australia, Melbourne, Australia Institute of Sport, Exercise and Active Living, Victoria University, Melbourne, Australia
| | - Douglas N Martini
- Department of Neurology, School of Medicine, Oregon Health and Science University, Portland, Oregon, USA
| | - Adam S Lepley
- Department of Kinesiology, University of Connecticut, Storrs, Connecticut, USA
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA Department of Orthopaedic Surgery, University of Michigan Medical School, Ann Arbor, Michigan, USA Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, USA
| | - Grant C Goulet
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
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Whiteside D, Deneweth JM, Pohorence MA, Sandoval B, Russell JR, McLean SG, Zernicke RF, Goulet GC. Grading the Functional Movement Screen. J Strength Cond Res 2016; 30:924-33. [DOI: 10.1519/jsc.0000000000000654] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Whiteside D, Deneweth JM, Bedi A, Zernicke RF, Goulet GC. Femoroacetabular Impingement in Elite Ice Hockey Goaltenders: Etiological Implications of On-Ice Hip Mechanics. Am J Sports Med 2015; 43:1689-97. [PMID: 25878118 DOI: 10.1177/0363546515578251] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Femoroacetabular impingement (FAI) is particularly prevalent in ice hockey. The butterfly goalie technique is thought to involve extreme ranges of hip motion that may predispose goaltenders to FAI. PURPOSE To quantify hip mechanics during 3 common goaltender movements and interpret their relevance to the development of FAI. STUDY DESIGN Descriptive laboratory study. METHODS Fourteen collegiate and professional goaltenders performed skating, butterfly save, and recovery movements on the ice. Hip mechanics were compared across the 3 movements. RESULTS The butterfly did not exhibit the greatest range of hip motion in any of the 3 planes. Internal rotation was the only hip motion that appeared close to terminal in this study. When subjects decelerated during skating—shaving the blade of their skate across the surface of the ice—the magnitude of peak hip internal rotation was 54% greater than in the butterfly and 265% greater than in the recovery. No movement involved levels of concomitant flexion, adduction, and internal rotation that resembled the traditional impingement (FADIR) test. CONCLUSION The magnitude of internal rotation was the most extreme planar hip motion (relative to end-range) recorded in this study (namely during decelerating) and appeared to differentiate this cohort from other athletic populations. Consequently, repetitive end-range hip internal rotation may be the primary precursor to symptomatic FAI in hockey goaltenders and provides the most plausible account for the high incidence of FAI in these athletes. Resection techniques should, therefore, focus on enhancing internal rotation in goaltenders, compared with flexion and adduction. While the butterfly posture can require significant levels of hip motion, recovering from a save and, in particular, decelerating during skating are also demanding on goaltenders' hip joints. Therefore, it appears critical to consider and accommodate a variety of sport-specific hip postures to comprehensively diagnose, treat, and rehabilitate FAI.
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Affiliation(s)
- David Whiteside
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Asheesh Bedi
- Department of Orthopaedic Surgery, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Ronald F Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA Department of Orthopaedic Surgery, University of Michigan Medical School, Ann Arbor, Michigan, USA Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, USA
| | - Grant C Goulet
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
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Whiteside D, McGinnis RS, Deneweth JM, Zernicke RF, Goulet GC. Ball flight kinematics, release variability and in-season performance in elite baseball pitching. Scand J Med Sci Sports 2015; 26:256-65. [PMID: 25809339 DOI: 10.1111/sms.12443] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2015] [Indexed: 11/28/2022]
Abstract
The purpose of this study was to quantify ball flight kinematics (ball speed, spin rate, spin axis orientation, seam orientation) and release location variability in the four most common pitch types in baseball and relate them to in-season pitching performance. Nine NCAA Division I pitchers threw four pitching variations (fastball, changeup, curveball, and slider) while a radar gun measured ball speed and a 600-Hz video camera recorded the ball trajectory. Marks on the ball were digitized to measure ball flight kinematics and release location. Ball speed was highest in the fastball, though spin rate was similar in the fastball and breaking pitches. Two distinct spin axis orientations were noted: one characterizing the fastball and changeup, and another, the curveball and slider. The horizontal release location was significantly more variable than the vertical release location. In-season pitching success was not correlated to any of the measured variables. These findings are instructive for inferring appropriate hand mechanics and spin types in each of the four pitches. Coaches should also be aware that ball flight kinematics might not directly relate to pitching success at the collegiate level. Therefore, talent identification and pitching evaluations should encompass other (e.g., cognitive, psychological, and physiological) factors.
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Affiliation(s)
- D Whiteside
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - R S McGinnis
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA.,Department of Mechanical Engineering, University of Michigan, Ann Arbor, Michigan, USA
| | - J M Deneweth
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - R F Zernicke
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA.,Department of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan, USA.,Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - G C Goulet
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
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Abstract
BACKGROUND Femoroacetabular impingement is a debilitating hip condition commonly affecting athletes playing American football. The condition is associated with reduced hip range of motion; however, little is known about the range-of-motion demands of football athletes. This knowledge is critical to effective management of this condition. PURPOSE To (1) develop a normative database of game-like hip and knee kinematics used by football athletes and (2) analyze kinematic data by playing position. The hypothesis was that kinematics would be similar between running backs and defensive backs and between wide receivers and quarterbacks, and that linemen would perform the activities with the most erect lower limb posture. STUDY DESIGN Descriptive laboratory study. METHODS Forty National Collegiate Athletic Association (NCAA) football athletes, representing 5 playing positions (quarterback, defensive back, running back, wide receiver, offensive lineman), executed game-like maneuvers while lower body kinematics were recorded via optical motion capture. Passive hip range of motion at 90° of hip flexion was assessed using a goniometer. Passive range of motion, athlete physical dimensions, hip function, and hip and knee rotations were submitted to 1-way analysis of variance to test for differences between playing positions. Correlations between maximal hip and knee kinematics and maximal hip kinematics and passive range of motion were also computed. RESULTS Hip and knee kinematics were similar across positions. Significant differences arose with linemen, who used lower maximal knee flexion (mean ± SD, 45.04° ± 7.27°) compared with running backs (61.20° ± 6.07°; P < .001) and wide receivers (54.67° ± 6.97°; P = .048) during the cut. No significant differences were found among positions for hip passive range of motion (overall means: 102° ± 15° [flexion]; 25° ± 9° [internal rotation]; 25° ± 8° [external rotation]). Several maximal hip measures were found to negatively correlate with maximal knee kinematics. CONCLUSION A normative database of hip and knee kinematics utilized by football athletes was developed. Position-specific analyses revealed that linemen use smaller joint motions when executing dynamic tasks but do not demonstrate passive range of motion deficits compared with other positions. CLINICAL RELEVANCE Knowledge of requisite game-like hip and knee ranges of motion is critical for developing goals for nonoperative or surgical recovery of hip and knee range of motion in the symptomatic athlete. These data help to identify playing positions that require remedial hip-related strength and conditioning protocols. Negative correlations between hip and knee kinematics indicated that constrained hip motion, as seen in linemen, could promote injurious motions at the knee.
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Affiliation(s)
- Jessica M Deneweth
- Human Performance Innovation Laboratory, School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Shannon M Pomeroy
- Human Performance Innovation Laboratory, School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jason R Russell
- Human Performance Innovation Laboratory, School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Scott G McLean
- Human Performance Innovation Laboratory, School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Ronald F Zernicke
- Human Performance Innovation Laboratory, School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Asheesh Bedi
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Grant C Goulet
- Human Performance Innovation Laboratory, School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
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Whiteside D, Deneweth JM, Pohorence MA, Sandoval B, McLean SG, Russell JR, Zernicke RF, Goulet GC. Evaluating The Validity Of Functional Movement Screen Grading. Med Sci Sports Exerc 2014. [DOI: 10.1249/01.mss.0000495994.18390.99] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Gooch K, Marshall DA, Faris PD, Khong H, Wasylak T, Pearce T, Johnston DWC, Arnett G, Hibbert J, Beaupre LA, Zernicke RF, Frank C. Comparative effectiveness of alternative clinical pathways for primary hip and knee joint replacement patients: a pragmatic randomized, controlled trial. Osteoarthritis Cartilage 2012; 20:1086-94. [PMID: 22796513 DOI: 10.1016/j.joca.2012.06.017] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2012] [Revised: 04/23/2012] [Accepted: 06/21/2012] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Total hip replacement (THR) and total knee replacement (TKR) (arthroplasty) surgery for end-stage osteoarthritis (OA) are ideal candidates for optimization through an algorithmic care pathway. Using a comparative effectiveness study design, we compared the effectiveness of a new clinical pathway (NCP) featuring central intake clinics, dedicated inpatient resources, care guidelines and efficiency benchmarks vs. the standard of care (SOC) for THR or TKR. METHODS We compared patients undergoing primary THR and TKR who received surgery in NCP vs. SOC in a randomised controlled trial within the trial timeframe. 1,570 patients (1,066 SOC and 504 NCP patients) that underwent surgery within the study timeframe from urban and rural practice settings were included. The primary endpoint was improvement in Western Ontario and McMaster University osteoarthritis index (WOMAC) overall score over 12 months post-surgery. Secondary endpoints were improvements in the physical function (PF) and bodily pain (BP) domains of the Short Form 36 (SF-36). RESULTS NCP patients had significantly greater improvements from baseline WOMAC scores compared to SOC patients after adjusting for covariates (treatment effect=2.56; 95% confidence interval (CI) [1.10-4.01]). SF-36 BP scores were significantly improved for both hip and knee patients in the NCP (treatment effect=3.01, 95% CI [0.70-5.32]), but SF-36 PF scores were not. Effects of the NCP were more pronounced in knee patients. CONCLUSION While effect sizes were small compared with major effects of the surgery itself, an evidence-informed clinical pathway can improve health related quality of life (HRQoL) of hip and knee arthroplasty patients with degenerative joint disorder in routine clinical practice for up to 12 months post-operatively. CLINICALTRIALS.GOV IDENTIFIER: NCT00277186.
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MESH Headings
- Aged
- Arthroplasty, Replacement, Hip/adverse effects
- Arthroplasty, Replacement, Hip/rehabilitation
- Arthroplasty, Replacement, Hip/standards
- Arthroplasty, Replacement, Knee/adverse effects
- Arthroplasty, Replacement, Knee/rehabilitation
- Arthroplasty, Replacement, Knee/standards
- Critical Pathways
- Female
- Health Status
- Humans
- Male
- Osteoarthritis, Hip/physiopathology
- Osteoarthritis, Hip/surgery
- Osteoarthritis, Knee/physiopathology
- Osteoarthritis, Knee/surgery
- Pain/etiology
- Pain/physiopathology
- Postoperative Complications/etiology
- Quality of Life
- Recovery of Function
- Severity of Illness Index
- Technology Assessment, Biomedical/methods
- Treatment Outcome
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Affiliation(s)
- K Gooch
- School of Public Health, Curtin University, Western Australia, Australia; Alberta Bone & Joint Health Institute, University of Calgary, Canada.
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Visser D, Xue D, Ronsky JL, Harder J, Zernicke RF. Computer-aided optimal design of custom scoliosis braces considering clinical and patient evaluations. Comput Methods Programs Biomed 2012; 107:478-489. [PMID: 21257222 DOI: 10.1016/j.cmpb.2010.12.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2009] [Revised: 07/04/2010] [Accepted: 12/29/2010] [Indexed: 05/30/2023]
Abstract
Scoliosis causes an abnormal three dimensional curvature of the spine that is often treated by an orthotic device called brace. The objective of this research was to develop a new approach to automatically identify the optimal design of custom-built brace, based on clinical and patient evaluations. In this approach, torso geometry of the scoliosis patient was achieved using a 3-D imaging system that generated a 3-D torso surface model, which was modified using a custom CAD system to design the 3-D brace surface model. Two design parameters, a translational correction factor and a rotational correction factor, were selected to design the brace geometry from the torso geometry. The 3-D digital brace was evaluated by three clinical evaluation measures (imbalance, rib hump and principal axis angle reduction) and one patient evaluation measure (discomfort). A multi-objective optimization method was employed to identify the optimal design parameters considering both clinical and patient evaluations.
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Affiliation(s)
- Daniel Visser
- Department of Mechanical and Manufacturing Engineering, University of Calgary, 2500 University Drive N.W., Calgary, AB, Canada
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Manske SL, Good CA, Zernicke RF, Boyd SK. High-frequency, low-magnitude vibration does not prevent bone loss resulting from muscle disuse in mice following botulinum toxin injection. PLoS One 2012; 7:e36486. [PMID: 22590551 PMCID: PMC3349718 DOI: 10.1371/journal.pone.0036486] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2011] [Accepted: 04/09/2012] [Indexed: 11/18/2022] Open
Abstract
High-frequency, low-magnitude vibration enhances bone formation ostensibly by mimicking normal postural muscle activity. We tested this hypothesis by examining whether daily exposure to low-magnitude vibration (VIB) would maintain bone in a muscle disuse model with botulinum toxin type A (BTX). Female 16–18 wk old BALB/c mice (N = 36) were assigned to BTX-VIB, BTX-SHAM, VIB, or SHAM. BTX mice were injected with BTX (20 µL; 1 U/100 g body mass) into the left hindlimb posterior musculature. All mice were anaesthetized for 20 min/d, 5 d/wk, for 3 wk, and the left leg mounted to a holder. Through the holder, VIB mice received 45 Hz, ±0.6 g sinusoidal acceleration without weight bearing. SHAM mice received no vibration. At baseline and 3 wk, muscle cross-sectional area (MCSA) and tibial bone properties (epiphysis, metaphysis and diaphysis) were assessed by in vivo micro-CT. Bone volume fraction in the metaphysis decreased 12±9% and 7±6% in BTX-VIB and BTX-SHAM, but increased in the VIB and SHAM. There were no differences in dynamic histomorphometry outcomes between BTX-VIB and BTX nor between VIB and SHAM. Thus, vibration did not prevent bone loss induced by a rapid decline in muscle activity nor produce an anabolic effect in normal mice. The daily loading duration was shorter than would be expected from postural muscle activity, and may have been insufficient to prevent bone loss. Based on the approach used in this study, vibration does not prevent bone loss in the absence of muscle activity induced by BTX.
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MESH Headings
- Animals
- Bone Diseases, Metabolic/chemically induced
- Bone Diseases, Metabolic/pathology
- Bone Diseases, Metabolic/physiopathology
- Bone Diseases, Metabolic/therapy
- Botulinum Toxins, Type A/adverse effects
- Botulinum Toxins, Type A/pharmacology
- Female
- Mice
- Mice, Inbred BALB C
- Muscle, Skeletal/metabolism
- Muscle, Skeletal/pathology
- Muscle, Skeletal/physiopathology
- Muscular Disorders, Atrophic/chemically induced
- Muscular Disorders, Atrophic/pathology
- Muscular Disorders, Atrophic/physiopathology
- Muscular Disorders, Atrophic/therapy
- Neurotoxins/adverse effects
- Neurotoxins/pharmacology
- Physical Therapy Modalities
- Tibia/pathology
- Tibia/physiopathology
- Vibration
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Affiliation(s)
- Sarah L. Manske
- Faculty of Kinesiology, University of Calgary, Calgary, Canada
- Schulich School of Engineering, University of Calgary, Calgary, Canada
| | - Craig A. Good
- Schulich School of Engineering, University of Calgary, Calgary, Canada
| | - Ronald F. Zernicke
- Faculty of Kinesiology, University of Calgary, Calgary, Canada
- Faculty of Medicine, University of Calgary, Calgary, Canada
- Departments of Orthopaedic Surgery and Biomedical Engineering and School of Kinesiology, University of Michigan, Ann Arbor, Michigan, United States of America
- * E-mail:
| | - Steven K. Boyd
- Schulich School of Engineering, University of Calgary, Calgary, Canada
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Reimer RA, LaMothe JM, Zernicke RF. Leptin Deficiency and Its Effects on Tibial and Vertebral Bone Mechanical Properties in Mature Genetically Lean and Obese JCR:LA-Corpulent Rats. J Obes 2012; 2012:650193. [PMID: 22888408 PMCID: PMC3409537 DOI: 10.1155/2012/650193] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2012] [Revised: 06/18/2012] [Accepted: 06/18/2012] [Indexed: 01/01/2023] Open
Abstract
Leptin signaling deficient rodents have emerged as models of obesity/insulin resistance syndrome. Altered leptin signaling, however, can affect axial and appendicular bone geometrical properties differently, and, thus, we hypothesized that leptin-deficiency would differentially influence mechanical properties of vertebrae and tibiae compared to lean rats. Mature (9 mo) leptin receptor deficient obese (cp/cp; n = 8) and lean (+/?; n = 7) male JCR:LA-corpulent rats were used to test that hypothesis. Tibiae and the sixth lumbar vertebrae (L(6)) were scanned with micro-CT and were broken in three point-bending (tibiae) or axial loading (L(6)). Supporting the hypothesis, vertebrae and tibiae were differentially affected by leptin signaling deficiency. Tibiae, but not vertebrae, were significantly shorter in obese rats and achieved a significantly greater load (>18%), displacement (>15%), and stress (>18%) at the proportional limit, relative to the lean rats. Conversely, L(6) in obese rats had significantly reduced displacement (>25%) and strain (>32%) at proportional limit, relative to the lean rats. Those combined results suggest that the etiology and duration of obesity may be important determinants of bone mechanical properties, and axial and appendicular bones may be affected differently.
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Affiliation(s)
- Raylene A. Reimer
- Faculties of Kinesiology and Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB, Canada T2N 1N4
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Calgary, Calgary, AB, Canada T2N 4N1
- *Raylene A. Reimer:
| | - Jeremy M. LaMothe
- Faculties of Kinesiology and Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB, Canada T2N 1N4
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Calgary, Calgary, AB, Canada T2N 4N1
| | - Ronald F. Zernicke
- Faculties of Kinesiology and Medicine, University of Calgary, 2500 University Drive NW, Calgary, AB, Canada T2N 1N4
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Calgary, Calgary, AB, Canada T2N 4N1
- Departments of Orthopaedic Surgery and Biomedical Engineering and School of Kinesiology, University of Michigan, Ann Arbor, MI 48109, USA
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Fried A, Manske SL, Eller LK, Lorincz C, Reimer RA, Zernicke RF. Skim milk powder enhances trabecular bone architecture compared with casein or whey in diet-induced obese rats. Nutrition 2011; 28:331-5. [PMID: 22119485 DOI: 10.1016/j.nut.2011.07.022] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2010] [Revised: 05/02/2011] [Accepted: 07/29/2011] [Indexed: 11/30/2022]
Abstract
OBJECTIVE We previously showed that skim milk powder (SMP) prevents weight gain more so than casein or whey alone. Dairy foods and changes in body mass can affect bone architecture; therefore, our objective was to examine the effect of dairy proteins on bone structure in the tibia of dietary-induced obese rats. METHODS Twelve-week-old diet-induced obese Sprague-Dawley rats were randomized to one of six diets that varied in protein source (casein, whey, or SMP), Ca level (0.67% or 2.4%), and energy density (high-fat/high-sucrose [HFHS], or normal energy density [NE]). After 8 wk, body composition was assessed via dual energy x-ray absorptiometry and trabecular and cortical bone parameters of the tibia were assessed using micro-computed tomography and mixed model analysis. RESULTS Rats fed SMP with 2.4% calcium had significantly lower body mass and fat mass than all other groups. The ratio of bone volume to total volume (BV/TV) was significantly higher when the HFHS diet was supplemented with SMP and 2.4% calcium compared with whey (+66.7%) or casein (+32.6%). The HFHS diet group had 49.3% greater BV/TV compared with the NE groups. Increasing the amount of calcium resulted in a significant increase in BV/TV (188.9%) in the HFHS diet groups but not in the NE groups. CONCLUSION The intake of skim milk powder supplemented with calcium enhances trabecular bone architecture in obese rats consuming HFHS diet to a greater extent than with either casein or whey protein alone. Bioactive ingredients in complete dairy may contribute to these effects.
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Affiliation(s)
- Aviv Fried
- Department of Mechanical and Manufacturing Engineering, University of Calgary, Alberta, Canada
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Manske SL, Boyd SK, Zernicke RF. Vertical ground reaction forces diminish in mice after botulinum toxin injection. J Biomech 2011; 44:637-43. [DOI: 10.1016/j.jbiomech.2010.11.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2010] [Revised: 11/04/2010] [Accepted: 11/04/2010] [Indexed: 11/28/2022]
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Abstract
Studies to date have assumed that botulinum toxin type A (BTX) affects bone indirectly, through its action on muscle. We hypothesized that BTX has no discernable effect on bone morphometry, independent of its effect on muscle. Therefore, we investigated whether BTX had an additional effect on bone when combined with tenotomy compared to tenotomy in isolation. Female BALB/c mice (n = 73) underwent one of the following procedures in the left leg: BTX injection and Achilles tenotomy (BTX-TEN), BTX injection and sham surgery (BTX-sham), Achilles tenotomy (TEN), or sham surgery (sham). BTX groups were injected with 20 μL of BTX (1 U/100 g) in the posterior lower hindlimb. At 4 weeks, muscle cross-sectional area (MCSA) and tibial bone morphometry were assessed using micro-CT. Each treatment, other than sham, resulted in significant muscle and bone loss (P < 0.05). BTX-TEN experienced the greatest muscle loss (23-45% lower than other groups) and bone loss (20-30% lower bone volume fraction than other groups). BTX-sham had significantly lower MCSA and bone volume fraction than TEN and sham. After adjusting for differences in MCSA, there were no significant between-group differences in bone properties. We found that BTX injection resulted in more adverse muscle and bone effects than tenotomy and that effects were amplified when the procedures were combined. However, between-group differences in bone could be accounted for by MCSA. We conclude that any independent effect of BTX on bone morphometry is likely small or negligible compared with the effect on muscle.
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Affiliation(s)
- Sarah L Manske
- Faculty of Kinesiology, University of Calgary, Calgary, Canada
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Wu H, Ronsky JL, Cheriet F, Harder J, Küpper JC, Zernicke RF. Time series spinal radiographs as prognostic factors for scoliosis and progression of spinal deformities. Eur Spine J 2010; 20:112-7. [PMID: 20661754 DOI: 10.1007/s00586-010-1512-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2008] [Revised: 03/01/2010] [Accepted: 07/01/2010] [Indexed: 11/25/2022]
Abstract
The effectiveness of clinical measures to predict scoliotic progression is unclear. The objective of this study was to identify potential prognostic factors affecting scoliosis progression. Consecutive measurements (181) from 35 non-instrumented adolescent idiopathic scoliosis patients with at least two follow-up assessments were studied. Potential prognostic factors of gender, curve pattern, age, curve magnitude, apex location and lateral deviation and spinal growth were analyzed. Stable and progressed groups were compared (threshold: Cobb angle ≥5° or 10°) with sequential clinical data collected in 6-month intervals. Double curves progressed simultaneously or alternatively on curve regions. Age was not significantly different prior to and at maximal Cobb angle. Maximal Cobb angles were significantly correlated to initial Cobb angles (r = 0.81-0.98). Progressed males had larger initial Cobb angles than progressed females. Apex locations were higher in progressed than stable groups, and at least a half vertebra level higher in females than males. Maximal apex lateral deviations correlated significantly with the initial ones (r = 0.73-0.97) and moderately with maximal Cobb angles (r = 0.33-0.85). In the progressed groups, males had larger apex lateral deviations than females. Spinal growth did not relate to curve progression (r = -0.64 to +0.59) and was not significantly different between groups and genders. Scoliosis may dynamically progress between major and minor curves. Gender, curve magnitude, apex location and lateral deviation have stronger effects on scoliosis progression than age or spinal growth. Females with high apex locations may be expected to progress.
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Affiliation(s)
- Hongfa Wu
- Department of Mechanical and Manufacturing Engineering, Schulich School of Engineering, Faculty of Kinesiology, University of Calgary, 2500 University Drive NW, Calgary, Alberta, Canada
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Jones MD, Tran CW, Li G, Maksymowych WP, Zernicke RF, Doschak MR. In vivo microfocal computed tomography and micro-magnetic resonance imaging evaluation of antiresorptive and antiinflammatory drugs as preventive treatments of osteoarthritis in the rat. ACTA ACUST UNITED AC 2010; 62:2726-35. [DOI: 10.1002/art.27595] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Goulet GC, Halonen NR, Cole JH, Koch LG, Britton SL, Morris MD, Zernicke RF, Kozloff KM. Influence of Intrinsic Aerobic Exercise Capacity on Skeletal Health. Med Sci Sports Exerc 2010. [DOI: 10.1249/01.mss.0000386535.36330.dd] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Aslam MN, Kreider JM, Paruchuri T, Bhagavathula N, DaSilva M, Zernicke RF, Goldstein SA, Varani J. A mineral-rich extract from the red marine algae Lithothamnion calcareum preserves bone structure and function in female mice on a Western-style diet. Calcif Tissue Int 2010; 86:313-24. [PMID: 20180099 PMCID: PMC2877502 DOI: 10.1007/s00223-010-9340-9] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2009] [Accepted: 01/31/2010] [Indexed: 10/19/2022]
Abstract
The purpose of this study was to determine whether a mineral-rich extract derived from the red marine algae Lithothamnion calcareum could be used as a dietary supplement for prevention of bone mineral loss. Sixty C57BL/6 mice were divided into three groups based on diet: the first group received a high-fat Western-style diet (HFWD), the second group was fed the same HFWD along with the mineral-rich extract included as a dietary supplement, and the third group was used as a control and was fed a low-fat rodent chow diet (AIN76A). Mice were maintained on the respective diets for 15 months. Then, long bones (femora and tibiae) from both males and females were analyzed by three-dimensional micro-computed tomography (micro-CT) and (bones from female mice) concomitantly assessed in bone strength studies. Tartrate-resistant acid phosphatase (TRAP), osteocalcin, and N-terminal peptide of type I procollagen (PINP) were assessed in plasma samples obtained from female mice at the time of sacrifice. To summarize, female mice on the HFWD had reduced bone mineralization and reduced bone strength relative to female mice on the low-fat chow diet. The bone defects in female mice on the HFWD were overcome in the presence of the mineral-rich supplement. In fact, female mice receiving the mineral-rich supplement in the HFWD had better bone structure/function than did female mice on the low-fat chow diet. Female mice on the mineral-supplemented HFWD had higher plasma levels of TRAP than mice of the other groups. There were no differences in the other two markers. Male mice showed little diet-specific differences by micro-CT.
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Affiliation(s)
- Muhammad Nadeem Aslam
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
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Manske SL, Boyd SK, Zernicke RF. Muscle and bone follow similar temporal patterns of recovery from muscle-induced disuse due to botulinum toxin injection. Bone 2010; 46:24-31. [PMID: 19853070 DOI: 10.1016/j.bone.2009.10.016] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2009] [Revised: 09/18/2009] [Accepted: 10/13/2009] [Indexed: 10/20/2022]
Abstract
If muscle force is a primary source for triggering bone adaptation, with disuse and reloading, bone changes should follow muscle changes. We examined the timing and magnitude of changes in muscle cross-sectional area (MCSA) and bone architecture in response to muscle inactivity following botulinum toxin (BTX) injection. We hypothesized that MCSA would return to baseline levels sooner than bone properties following BTX injection. Female BALB mice (15 weeks old) were injected with 20 muL of BTX (1 U/100 g body mass, n=18) or saline (SAL, n=18) into the posterior calf musculature of one limb. The contralateral limb (CON) served as an internal control. MCSA and bone properties were assessed at baseline, 2, 4, 8, 12, and 16 weeks post-injection using in vivo micro-CT at the tibia proximal metaphysis (bone only) and diaphysis. Muscles were dissected and weighed after sacrifice. Significant GroupxLegxTime interactions indicated that the maximal decrease in MCSA (56%), proximal metaphyseal BV/TV (38%) and proximal diaphyseal Ct.Ar (7%) occurred 4 weeks after injection. There was no delay prior to bone recovery as both muscle and bone properties began to recover after this time, but MCSA and BV/TV remained 15% and 20% lower, respectively, in the BTX-injected leg than the BTX-CON leg 16 weeks post-injection. Gastrocnemius mass (primarily fast-twitch) was 14% lower in the BTX-injected leg than the SAL-injected leg, while soleus mass (primarily slow-twitch) was 15% greater in the BTX group than the SAL group. Our finding that muscle size and bone began to recover at similar times after BTX injection was unexpected. This suggested that partial weight-bearing and/or return of slow-twitch muscle activity in the BTX leg may have been sufficient to stimulate bone recovery. Alternatively, muscle function may have recovered sooner than MCSA. Our results indicated that muscle cross-sectional area, while important, may not be the primary factor associated with bone loss and recovery when muscle atrophy is induced through BTX injection. To understand the nature of the interaction between muscle and bone, future work should focus on the functional recovery of individual muscles in relation to bone.
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Affiliation(s)
- Sarah L Manske
- Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
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Doschak MR, Kucharski CM, Wright JEI, Zernicke RF, Uludağ H. Improved bone delivery of osteoprotegerin by bisphosphonate conjugation in a rat model of osteoarthritis. Mol Pharm 2009; 6:634-40. [PMID: 19718808 DOI: 10.1021/mp8002368] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
This study investigated the delivery of a model therapeutic protein, namely, osteoprotegerin (OPG), to bone sites in an animal model of osteoarthritis. The OPG was chemically conjugated to a "bone seeking" thiol-bisphosphonate (thiolBP) via a disulfide linkage. The BP conjugates of OPG were shown to display a higher hydroxyapatite affinity in vitro as compared to unmodified OPG. After intravenous injection, the bone uptake of OPG-thiolBP conjugate was increased 2-fold over that of control OPG under conditions of normal bone turnover. Furthermore, the retention of the OPG-thiolBP conjugate was significantly higher after 72 h. When administered to osteoarthritic rats undergoing active bone remodeling, the delivery of OPG-thiolBP conjugate to bone was increased more than 4-fold over that of control OPG after 24 h. These results suggest a significant advantage of BP conjugation as a drug delivery strategy for therapeutic cytokines in osteopenic bone diseases.
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Affiliation(s)
- Michael R Doschak
- Faculty of Pharmacy & Pharmaceutical Sciences and Department of Chemical & Materials Engineering, University of Alberta, Edmonton, Alberta, Canada.
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Westerbeek ZW, Hepple RT, Zernicke RF. Effects of aging and caloric restriction on bone structure and mechanical properties. J Gerontol A Biol Sci Med Sci 2008; 63:1131-6. [PMID: 19038827 DOI: 10.1093/gerona/63.11.1131] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
This study examined the effects of caloric restriction on structural and material properties of tibiae and sixth lumbar vertebrae in F344BN male rats. Rats were divided into two dietary groups, ad libitum or calorie restricted. Caloric restriction commenced at 14 weeks of age, with 40% restriction and micronutrient supplementation by 16 weeks maintained until death. Rats were studied at 100% (8 months), 70% (30-35 months), and 35% (35-40 months) survival rates. Specimens were assessed using microcomputed tomography, mechanical testing, and ash analysis. A calorically restricted diet resulted in a significant decrease in total body mass when compared to ad libitum diet. Generally, direct comparisons between same-aged groups showed no significant changes in material properties, with significantly greater normalized-to-body-mass structural properties under caloric restriction. These results suggested a possible beneficial response to the calorically restricted diet where bone quality was maintained with bone quantity improved per unit body mass.
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Wang G, Siggers K, Zhang S, Jiang H, Xu Z, Zernicke RF, Matyas J, Uludağ H. Preparation of BMP-2 Containing Bovine Serum Albumin (BSA) Nanoparticles Stabilized by Polymer Coating. Pharm Res 2008; 25:2896-909. [DOI: 10.1007/s11095-008-9692-2] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2008] [Accepted: 07/17/2008] [Indexed: 10/21/2022]
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Goulet GC, Hamilton N, Cooper D, Coombe D, Tran D, Martinuzzi R, Zernicke RF. Influence of vascular porosity on fluid flow and nutrient transport in loaded cortical bone. J Biomech 2008; 41:2169-75. [DOI: 10.1016/j.jbiomech.2008.04.022] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2006] [Revised: 04/22/2008] [Accepted: 04/23/2008] [Indexed: 10/22/2022]
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