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Steinberg N, Sitton Y, Shenhar M, Kramer S, Levi Y, Siev-Ner I. Exploration of patellofemoral pain and musculoskeletal characteristics in pubertal female dancers: a 12-month follow-up. Res Sports Med 2025; 33:368-384. [PMID: 39960340 DOI: 10.1080/15438627.2025.2467409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 02/10/2025] [Indexed: 04/09/2025]
Abstract
The aim of the present study was to examine the prevalence and associated musculoskeletal features of patellofemoral-pain (PFP) in pubertal female dancers at baseline and 12-months later. Thirty-four female dancers (aged 11.9 ± 2.5 yrs, with Tanner stages 3-5 of 68.8% for breasts and 74.2% for pubic at the baseline) were assessed for anthropometric measurements, tibial bone strength, joint ROM, patellar-tendon structure, muscle strength, and were clinically examined by an orthopaedic physician for PFP. At the baseline, 50% suffered from PFP. At the follow-up, 26.5% remained healthy without PFP; 20.6% recovered; 23.5% developed PFP; and 29.4% remained with PFP. PFP*time interaction was found for tibial bone strength (F(3,30) = 16.534, p < .001). In tendon structure (echo-type III), joint ROM (en-pointe and hip external rotation) and muscle strength (knee flexors, knee extensors and hip abductors), Kruskal -Wallis test showed significantly different improvement/deterioration (from pre to post) between healthy-dancers, recovered-dancers, developed-PFP dancers and dancers that remained with PFP (p < 0.05). A relatively high prevalence of dancers suffered from PFP at both baseline and follow-up, with few having recovered. In dancers that developed PFP and those that remained with PFP, reduced tibial bone strength, alternated tendon structure, increased joint ROM, and reduced muscle strength were seen, compared to their healthy or recovered counterparts.
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Affiliation(s)
- Nili Steinberg
- Life Science Department, The Academic College Levinsky-Wingate, Wingate campus, Netanya, Israel
| | - Yael Sitton
- Life Science Department, The Academic College Levinsky-Wingate, Wingate campus, Netanya, Israel
| | - Michal Shenhar
- Life Science Department, The Academic College Levinsky-Wingate, Wingate campus, Netanya, Israel
| | - Shilo Kramer
- Rehabilitation Department, Adi-Negev Rehabilitation Hospital, Adi-Negev, Israel
| | - Yahav Levi
- Orthopedic department, Hadassah Medical Center, Jerusalem, Israel
| | - Itzhak Siev-Ner
- Rehabilitation Department, Adi-Negev Rehabilitation Hospital, Adi-Negev, Israel
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Steinberg N, Elbaz L, Bar-Sela S, Peleg S, Eliakim A, Nemet D, Dar G. The relationship between physical features and patellofemoral-pain in young female gymnasts. PHYSICIAN SPORTSMED 2025:1-10. [PMID: 40021476 DOI: 10.1080/00913847.2025.2472741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 02/14/2025] [Accepted: 02/24/2025] [Indexed: 03/03/2025]
Abstract
BACKGROUND Patellofemoral pain (PFP) is prevalent in high impact athletes. OBJECTIVES To evaluate the prevalence of PFP and examine relationships between physical attributes and PFP in gymnasts. METHODS Data collection included the screening of 274 female gymnasts (aged M = 11.8 ± 1.9 years) from three disciplines - rhythmic, acrobatic, and artistic gymnastics. The participants completed Tanner's pubertal stage questionnaire and reported their date of birth and menarche status. They were then assessed for anthropometric measures, bone density, muscle strength, joint range of motion (ROM), hypermobility, and were physically examined for PFP. RESULTS A total of 21.5% of the gymnasts had PFP, with a significantly higher prevalence among artistic gymnasts (33.3%) compared to acrobatic gymnasts (11.7%) (p = .008). No significant differences were seen in the age, menarche status, and pubertal stages of gymnasts with and without PFP (p > .05). H/week of training during the current year differed significantly between gymnasts with and without PFP by discipline (PFP X discipline interaction) (F(2, 267) = 3.647, p = 0.027). Logistic regressions showed that decreased tibial bone density (OR = 0.996), increased en-pointe ROM (OR = 1.061), and reduced muscle-strength (knee extensors [OR = 0.003] and hip abductors [OR = 0.001]) were significantly associated with PFP. CONCLUSIONS A high prevalence of PFP was seen, especially among artistic gymnasts. Decreased bone density, increased ankle ROM, and decreased knee and hip muscle strength were associated with PFP in young gymnasts. These findings suggest modifying risk factors, such as strength and loads, during the training of young female gymnasts. Moreover, physical features and other factors that may be related to PFP should be screened from a young age. Developing and implementing training programs and injury-prevention exercises is important to decrease loads and strains to the knees, while reducing the chance of knee pain or injuries in young female gymnasts.
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Affiliation(s)
- Nili Steinberg
- Life Science, The Academic College Levinsky-Wingate, Wingate Campus, Netanya, Israel
| | - Liav Elbaz
- Life Science, The Academic College Levinsky-Wingate, Wingate Campus, Netanya, Israel
- Department of Physical Therapy, Faculty of Social Welfare and Health Studies, University of Haifa, Haifa, Israel
| | - Shelly Bar-Sela
- Life Science, The Academic College Levinsky-Wingate, Wingate Campus, Netanya, Israel
| | - Smadar Peleg
- Life Science, The Academic College Levinsky-Wingate, Wingate Campus, Netanya, Israel
| | - Alon Eliakim
- Child Health and Sport Center, Pediatrics, Meir Medical Center, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dan Nemet
- Child Health and Sport Center, Pediatrics, Meir Medical Center, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Gali Dar
- Department of Physical Therapy, Faculty of Social Welfare and Health Studies, University of Haifa, Haifa, Israel
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Okunuki T, Nagamoto H, Katsutani H, Ichikawa S, Maemichi T, Wakamiya K, Yamaguchi R, Ogawa Y, Tanaka H, Matsumoto M, Hoshiba T, Shinohara Y, Kumai T. Relationship between medial tibial stress syndrome and the adipose tissue along the posteromedial tibial border and the crural chiasma. PHYSICIAN SPORTSMED 2025:1-10. [PMID: 39898791 DOI: 10.1080/00913847.2025.2462979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2024] [Accepted: 01/28/2025] [Indexed: 02/04/2025]
Abstract
OBJECTIVES Medial tibial stress syndrome (MTSS) is an overuse injury characterized by pain along the posteromedial tibial border. This region contains several soft tissues, including adipose tissue and the tibialis posterior and flexor digitorum longus tendons. However, few studies have investigated whether these tissues exhibit abnormalities in MTSS. This study aimed to use MRI to evaluate abnormalities in the bone marrow or soft tissues of patients with MTSS and those with a history of medial tibial pain. METHODS Eighteen patients with MTSS, 20 uninjured athletes, and 17 individuals with a history of medial tibial pain underwent T1-weighted, T2-weighted, and short T1 inversion recovery imaging. The presence of bone marrow, periosteal, and peritendinous edema and abnormalities in the adipose tissue along the posteromedial tibial border were evaluated. Fisher's exact test was applied to determine the relationship between abnormalities and clinical status. RESULTS Patients with MTSS exhibited abnormalities in the adipose tissue (27.3%), peritendinous edema (22.7%), bone marrow edema (22.7%), and periosteal edema (59.1%). However, the incidence of these abnormalities showed no statistically significant differences between the three groups. Athletes showed abnormalities in the bone marrow, periosteum or soft tissues, regardless of their clinical status. CONCLUSION Various tissues, including the adipose tissue and peritendon along the posteromedial tibial border, may contribute to MTSS, highlighting its complex pathology. Imaging assessments are important for diagnosing MTSS and should complement physical examination and evaluation of the patient's history.
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Affiliation(s)
- Takumi Okunuki
- Research Fellow of Japan Society for the Promotion of Science/ Research Organization of Science and Technology, Ritsumeikan University, Kusatsu, Japan
- Institute of Life Innovation Studies, Toyo University, Kita-ku, Tokyo, Japan
- Graduate School of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | | | - Hirofumi Katsutani
- Graduate School of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Shota Ichikawa
- Department of Orthopaedic Surgery, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Toshihiro Maemichi
- Institute of Life Innovation Studies, Toyo University, Kita-ku, Tokyo, Japan
- Faculty of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Kazuki Wakamiya
- Graduate School of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Ryusei Yamaguchi
- Graduate School of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Yuki Ogawa
- Graduate School of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Hirofumi Tanaka
- Graduate School of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Masatomo Matsumoto
- Graduate School of Sport Sciences, Waseda University, Tokorozawa, Saitama, Japan
| | - Takuma Hoshiba
- Waseda Institute for Sport Sciences, Tokorozawa, Saitama, Japan
| | - Yasushi Shinohara
- Faculty of Sport and Health Science, Ritsumeikan University, Kusatsu, Japan
| | - Tsukasa Kumai
- Waseda Institute for Sport Sciences, Tokorozawa, Saitama, Japan
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Steinberg N, Elbaz L, Dar G, Nemet D, Eliakim A. Physiological Characteristics of Young (9-12 Years) and Adolescent (≥13 Years) Rhythmic, Acrobatic, and Artistic Female Gymnasts. Sports Health 2025:19417381251314077. [PMID: 39905597 DOI: 10.1177/19417381251314077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2025] Open
Abstract
BACKGROUND Elite gymnasts are exposed to high levels of physical stress, during both childhood and adolescence, with significantly late maturation and high injury prevalence. Here, we compare the physiological characteristics of female gymnasts in 2 age groups: young (9-12 years) and adolescent (≥13 years) in 3 disciplines of competitive gymnastics. HYPOTHESIS Participants' physiological characteristics will differ by age group and by gymnastic discipline. STUDY DESIGN Cohort study. LEVEL OF EVIDENCE Level 2. METHODS The study included 274 gymnasts, aged 11.8 ± 1.9 years. Data collection included anthropometric measures, Tanner stage, and menarche age; ultrasound assessments were used to assess bone properties, including bone strength, skeletal age, and final-height prediction. RESULTS Univariate analysis of variance showed age × discipline interactions for body mass index (BMI) percentiles (F(2, 266) = 4.379; P = 0.01), skeletal age (F(2, 241) = 3.808; P = 0.02), and final-height prediction (F(2, 240) = 3.377, P = 0.04). Moreover, in both age groups, artistic gymnasts exhibited significantly higher BMI percentiles than rhythmic gymnasts (P < 0.05). In the adolescent group, final-height prediction for rhythmic gymnasts was significantly greater than that of artistic gymnasts (P < 0.05). Finally, in adolescent gymnasts, regression lines showed that skeletal age was lower than chronological age (P < 0.05). CONCLUSION Artistic gymnasts were shorter than rhythmic and acrobatic gymnasts. Despite similar BMI and body fat, maturity patterns, and training-volume history, artistic gymnasts had lower bone-strength than rhythmic and acrobatic gymnasts. Combined with their high-impact and intensive training, this could increase their risk of musculoskeletal injuries. CLINICAL RELEVANCE The current study may help athletic trainers and medical teams define "norms" for different age groups and gymnastic disciplines, based on what may be expected during the athletes' early and late maturation. This knowledge can be used to modify, individualize, and optimize training programs.
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Affiliation(s)
- Nili Steinberg
- The Academic College Levinsky- Wingate, Wingate Campus, Netanya, Israel
| | - Liav Elbaz
- The Academic College Levinsky- Wingate, Wingate Campus, Netanya, Israel
| | - Gali Dar
- Department of Physical Therapy, Faculty of Social Welfare and Health Studies, University of Haifa, Israel
| | - Dan Nemet
- Child Health and Sport Center, Pediatrics, Meir Medical Center, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Alon Eliakim
- Child Health and Sport Center, Pediatrics, Meir Medical Center, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
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Long T, Besier TF, Fernandez J, Yeung T. Effect of morphology and cortical thickness variations on tibial strains in different movements. J Biomech 2025; 179:112486. [PMID: 39706028 DOI: 10.1016/j.jbiomech.2024.112486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2024] [Revised: 11/18/2024] [Accepted: 12/16/2024] [Indexed: 12/23/2024]
Abstract
Morphology and cortical thickness of tibia bone influence the strength and strain distribution of bone and also influence fatigue fracture risk. However, current studies have not extensively explored the effect of morphology and cortical thickness on tibial strain distribution during different activities. This study aims to assess the effect of tibial morphology and cortical thickness on tibial strain during six different sports movements. The tibial surfaces were reconstructed from 40 males' CT data, with cortical thickness assessed at the outer surface. A statistical shape model captured main variations in tibial morphology and cortical thickness. Finite Element models were created by scaling the mean shape along the first four principal components. Muscle and joint forces from different activities were calculated using static optimization and joint reaction analysis and applied to the models, assessing strained volume and peak strain at middle and distal tibia. The first four principal components accounted for 87 % of the total cumulative variance. Perturbations in the second principal components resulted in the greatest relative differences in peak mid-tibia tensile (128 %) and distal-tibia compressive (160 %) strain during sidestep cutting, but perturbations in the first principal components resulted in the greatest relative differences during other activities (70 %∼118 %, 107 %∼129 %). Perturbations in the first four principal components resulted in the small relative differences in strained volume during walking (-9%∼5%). For runners, tibial size and cortical thickness are more related to tibial fatigue fracture risk, whereas for athletes with frequent directional changes, like basketball players, the tibial shaft size is more relevant.
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Affiliation(s)
- Ting Long
- Auckland Bioengineering Institute, University of Auckland, New Zealand.
| | - Thor F Besier
- Auckland Bioengineering Institute, University of Auckland, New Zealand; Department of Engineering Science & Biomedical Engineering, University of Auckland, New Zealand.
| | - Justin Fernandez
- Auckland Bioengineering Institute, University of Auckland, New Zealand; Department of Engineering Science & Biomedical Engineering, University of Auckland, New Zealand.
| | - Ted Yeung
- Auckland Bioengineering Institute, University of Auckland, New Zealand.
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Steinberg N, Sitton Y, Kramer S, Levy Y, Siev-Ner I. Patellofemoral pain and musculoskeletal features in young pre- and post-pubertal female dancers. Res Sports Med 2024; 32:751-766. [PMID: 37482763 DOI: 10.1080/15438627.2023.2235047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 07/03/2023] [Indexed: 07/25/2023]
Abstract
The aim of this study was to examine associations between patellofemoral pain (PFP) and musculoskeletal features (such as tendon structure and bone properties) in young (pre- and post-pubertal) female dancers. A total of 49 dancers participated in this study (mean age 13.6 ± 2.9; weight 47.0 ± 13.2; height 153.7 ± 12.9 and body mass index (BMI) 19.4 ± 3.1) and were assessed for the following factors: dance background and Tanner stage through interviews; ultrasonography assessments of bone properties and patellar tendon structure through ultrasonographic tissue characterization and quantitative ultrasound, respectively; and anthropometric measurements, muscle strength, range of motion (ROM), hypermobility and PFP through physical examinations. PFP was found in 49% of the participants. Post-pubertal dancers with no-PFP were found to have greater muscle strength, greater radial and tibial properties, and better tendon structure compared to pre-pubertal dancers with PFP and compared to pre-pubertal dancers with no-PFP [F(2, 41) = 18.64, p < .001; F(2, 41) = 20.46, p < .001; F(2, 41) = 33.06, p < .001; and, F(2, 41) = 6.02, p = .007, respectively]. Logistic regression showed that tibial bone properties and range of movement (ROM) in hip external rotation were significantly associated with PFP [odds ratio (OR) = .889 and OR = 2.653, respectively; Cox & Snell R2 = .701]. The study revealed a high prevalence of PFP among young dancers, with low bone properties and hyperjoint ROM emerging as the main factors that are related to PFP. These findings should be addressed by medical teams, athletic trainers, and dance teachers regarding the need for implementing modifications to dance training programmes and injury-prevention strategies in young pre-pubertal dancers.
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Affiliation(s)
- Nili Steinberg
- Life Science, The Wingate College of Physical Education and Sports Sciences at the Wingate Institute, Netanya, Israel
| | - Yael Sitton
- Life Science, The Wingate College of Physical Education and Sports Sciences at the Wingate Institute, Netanya, Israel
| | - Shilo Kramer
- Department of rehabilitation, Adi-Negev Rehabilitation Hospital, Adi-Negev, Israel
| | - Yahav Levy
- Orthopedic Department, Hadassah Medical Center, Jerusalem, Israel
| | - Itzhak Siev-Ner
- Department of rehabilitation, Adi-Negev Rehabilitation Hospital, Adi-Negev, Israel
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7
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Wright I, Minshall G, Young N, Riggs C. Fractures in Thoroughbred racing and the potential for pre-race identification of horses at risk. Equine Vet J 2024; 56:424-436. [PMID: 38200406 DOI: 10.1111/evj.14046] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 11/30/2023] [Indexed: 01/12/2024]
Abstract
Risk rates for and predisposing factors to fractures occurring in Thoroughbred racing that have been published in peer reviewed journals are documented. The potential for currently available techniques to identify horses at increased risk for fracture is discussed on the bases of principles, practicalities, advantages, disadvantages and current data. All are reviewed in light of justifiable decision making and importance of fractures to horseracing's social license.
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Affiliation(s)
- Ian Wright
- Newmarket Equine Referrals, Newmarket, Suffolk, UK
| | | | | | - Christopher Riggs
- Equine Welfare Research Foundation, The Hong Kong Jockey Club, Sha Tin Racecourse, New Territories, Hong Kong SAR, China
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Martin JA, Heiderscheit BC. A hierarchical clustering approach for examining the relationship between pelvis-proximal femur geometry and bone stress injury in runners. J Biomech 2023; 160:111782. [PMID: 37742386 DOI: 10.1016/j.jbiomech.2023.111782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 07/21/2023] [Accepted: 08/31/2023] [Indexed: 09/26/2023]
Abstract
Bone stress injury (BSI) risk in runners is multifactorial and not well understood. Unsupervised machine learning approaches can potentially elucidate risk factors for BSI by identifying groups of similar runners within a population which differ in BSI incidence. Here, a hierarchical clustering approach is used to identify groups of collegiate cross country runners based on 2-dimensional frontal plane pelvis and proximal femur geometry, which was extracted from dual-energy X-ray absorptiometry scans and dimensionally reduced by principal component analysis. Seven distinct groups were identified using the cluster tree, with the initial split being highly related to female-male differences. Visual inspection revealed clear differences between groups in pelvis and proximal femur geometry, and groups were found to differ in lower body BSI incidence during the subsequent academic year (Rand index = 0.53; adjusted Rand index = 0.07). Linear models showed between-cluster differences in visually identified geometric measures. Geometric measures were aggregated into a pelvis shape factor based on trends with BSI incidence, and the resulting shape factor was significantly different between clusters (p < 0.001). Lower shape factor values, corresponding with lower pelvis height and ischial span, and greater iliac span and trochanteric span, appeared to be related to increased BSI incidence. This trend was dominated by the effect observed across clusters of male runners, indicating that geometric effects may be more relevant to BSI risk in males, or that other factors masked the relationship in females. More broadly, this work outlines a methodological approach for distilling complex geometric differences into simple metrics that relate to injury risk.
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Affiliation(s)
- Jack A Martin
- Department of Mechanical Engineering, Department of Orthopedics and Rehabilitation, Badger Athletic Performance Program, University of Wisconsin-Madison, 3046 Mechanical Engineering Building, 1513 University Ave, Madison, WI 53703, United States.
| | - Bryan C Heiderscheit
- Department of Orthopedics and Rehabilitation, Badger Athletic Performance Program, Department of Biomedical Engineering, University of Wisconsin-Madison, United States
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Eastman K, O’Leary TJ, Carswell A, Walsh N, Izard R, Fraser W, Greeves J. Distal Tibial Bone Properties and Bone Stress Injury Risk in Young Men Undergoing Arduous Physical Training. Calcif Tissue Int 2023; 113:317-328. [PMID: 37481657 PMCID: PMC10449708 DOI: 10.1007/s00223-023-01111-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 06/22/2023] [Indexed: 07/24/2023]
Abstract
Trabecular microarchitecture contributes to bone strength, but its role in bone stress injury (BSI) risk in young healthy adults is unclear. Tibial volumetric BMD (vBMD), geometry, and microarchitecture, whole-body areal BMD, lean and fat mass, biochemical markers of bone metabolism, aerobic fitness, and muscle strength and power were measured in 201 British Army male infantry recruits (age 20.7 [4.3] years, BMI 24.0 ± 2.7 kg·m2) in week one of basic training. Tibial scans were performed at the ultra-distal site, 22.5 mm from the distal endplate of the non-dominant leg using High Resolution Peripheral Quantitative Computed Tomography (XtremeCT, Scanco Medical AG, Switzerland). Binary logistic regression analysis was performed to identify associations with lower body BSI confirmed by MRI. 20 recruits (10.0%) were diagnosed with a lower body BSI. Pre-injured participants had lower cortical area, stiffness and estimated failure load (p = 0.029, 0.012 and 0.011 respectively) but tibial vBMD, geometry, and microarchitecture were not associated with BSI incidence when controlling for age, total body mass, lean body mass, height, total 25(OH)D, 2.4-km run time, peak power output and maximum dynamic lift strength. Infantry Regiment (OR 9.3 [95%CI, 2.6, 33.4]) Parachute versus Line Infantry, (p ≤ 0.001) and 2.4-km best effort run time (1.06 [95%CI, 1.02, 1.10], p < 0.033) were significant predictors. Intrinsic risk factors, including ultradistal tibial density, geometry, and microarchitecture, were not associated with lower body BSI during arduous infantry training. The ninefold increased risk of BSI in the Parachute Regiment compared with Line Infantry suggests that injury propensity is primarily a function of training load and risk factors are population-specific.
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Affiliation(s)
- Katharine Eastman
- Norwich Medical School, University of East Anglia, Norwich, UK
- Army Health and Performance Research, Army Headquarters, Andover, UK
- HQ DPHC, Coltman House, DMS Whittington, Lichfield, WS14 9PY UK
| | - Thomas J. O’Leary
- Army Health and Performance Research, Army Headquarters, Andover, UK
- Division of Surgery and Interventional Science, UCL, London, UK
| | | | - Neil Walsh
- School of Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, UK
| | - Rachel Izard
- Science and Technology Commissioning, Defence Science and Technology, Porton Down, Salisbury, UK
| | - William Fraser
- Norwich Medical School, University of East Anglia, Norwich, UK
- Departments of Endocrinology and Clinical Biochemistry, Norfolk and Norwich University Hospitals, Norwich, UK
| | - Julie Greeves
- Norwich Medical School, University of East Anglia, Norwich, UK
- Army Health and Performance Research, Army Headquarters, Andover, UK
- Division of Surgery and Interventional Science, UCL, London, UK
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Keast M, Bonacci J, Fox A. Variability in tibia-fibular geometry is associated with increased tibial strain from running loads. ROYAL SOCIETY OPEN SCIENCE 2023; 10:230262. [PMID: 37771963 PMCID: PMC10523080 DOI: 10.1098/rsos.230262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 08/30/2023] [Indexed: 09/30/2023]
Abstract
Variation in tibial geometry may alter strain magnitude and distribution during locomotion. We investigated the effect of tibia-fibula geometric variations on tibial strain with running loads applied at various speeds. Participant-specific three-dimensional models of the tibia-fibula were created using lower limb computed tomography scans from 30 cadavers. Finite-element models were developed in FEBio, and running loads from 3, 4 and 5 m s-1 were applied to extract effective strain from the tibial shaft. Linear regression models evaluated the relationship between geometric characteristics and effective strain along the tibial shaft. We found a statistically significant positive relationship between: (i) increased thickness of the midshaft to upper tibia with increased condyle prominence and effective strain at points along the distal anterolateral and proximal posterior regions of the tibial shaft; and (ii) increased midshaft cortical thickness and effective strain at points along the medial aspect of the distal tibial shaft. It is possible that increased thickness in the more proximal region of the tibia causes strain to redistribute to areas that are more susceptible to the applied loads. A thickness imbalance between the upper and distal portions of the tibial shaft could have a negative impact on tibial stress injury risk.
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Affiliation(s)
- Meghan Keast
- School of Exercise and Nutrition Sciences, Deakin University, 75 Pigdons Road, Waurn Ponds, 3216 Victoria, Australia
| | - Jason Bonacci
- School of Exercise and Nutrition Sciences, Deakin University, 75 Pigdons Road, Waurn Ponds, 3216 Victoria, Australia
| | - Aaron Fox
- School of Exercise and Nutrition Sciences, Deakin University, 75 Pigdons Road, Waurn Ponds, 3216 Victoria, Australia
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Greeves JP, Beck B, Nindl BC, O'Leary TJ. Current risks factors and emerging biomarkers for bone stress injuries in military personnel. J Sci Med Sport 2023:S1440-2440(23)00075-0. [PMID: 37188615 DOI: 10.1016/j.jsams.2023.04.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 04/01/2023] [Accepted: 04/17/2023] [Indexed: 05/17/2023]
Abstract
INTRODUCTION Bone stress injuries (BSIs) have plagued the military for over 150 years; they afflict around 5 to 10% of military recruits, more so in women, and continue to place a medical and financial burden on defence. While the tibia generally adapts to the rigours of basic military training, the putative mechanisms for bone maladaptation are still unclear. METHODS This paper provides a review of the published literature on current risk factors and emerging biomarkers for BSIs in military personnel; the potential for biochemical markers of bone metabolism to monitor the response to military training; and, the association of novel biochemical 'exerkines' with bone health. RESULTS The primary risk factor for BSI in military (and athletic) populations is too much training, too soon. Appropriate physical preparation before training will likely be most protective, but routine biomarkers will not yet identify those at risk. Nutritional interventions will support a bone anabolic response to training, but exposure to stress, sleep loss, and medication is likely harmful to bone. Monitoring physiology using wearables-ovulation, sleep and stress-offer potential to inform prevention strategies. CONCLUSIONS The risk factors for BSIs are well described, but their aetiology is very complex particularly in the multi-stressor military environment. Our understanding of the skeletal responses to military training is improving as technology advances, and potential biomarkers are constantly emerging, but sophisticated and integrated approaches to prevention of BSI are warranted.
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Affiliation(s)
- Julie P Greeves
- Army Health and Performance Research, Army HQ, Andover, United Kingdom; Norwich Medical School, University of East Anglia, United Kingdom; Division of Surgery and Interventional Science, UCL, United Kingdom.
| | - Belinda Beck
- School of Health Sciences and Social Work, Griffith University, Australia; The Bone Clinic, Australia.
| | - Bradley C Nindl
- School of Health and Rehabilitation Sciences, University of Pittsburgh, United States.
| | - Thomas J O'Leary
- Army Health and Performance Research, Army HQ, Andover, United Kingdom; Division of Surgery and Interventional Science, UCL, United Kingdom.
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Keast M, Bonacci J, Fox A. Geometric variation of the human tibia-fibula: a public dataset of tibia-fibula surface meshes and statistical shape model. PeerJ 2023; 11:e14708. [PMID: 36811007 PMCID: PMC9939022 DOI: 10.7717/peerj.14708] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 12/15/2022] [Indexed: 02/18/2023] Open
Abstract
Background Variation in tibia geometry is a risk factor for tibial stress fractures. Geometric variability in bones is often quantified using statistical shape modelling. Statistical shape models (SSM) offer a method to assess three-dimensional variation of structures and identify the source of variation. Although SSM have been used widely to assess long bones, there is limited open-source datasets of this kind. Overall, the creation of SSM can be an expensive process, that requires advanced skills. A publicly available tibia shape model would be beneficial as it enables researchers to improve skills. Further, it could benefit health, sport and medicine with the potential to assess geometries suitable for medical equipment, and aid in clinical diagnosis. This study aimed to: (i) quantify tibial geometry using a SSM; and (ii) provide the SSM and associated code as an open-source dataset. Methods Lower limb computed tomography (CT) scans from the right tibia-fibula of 30 cadavers (male n = 20, female n = 10) were obtained from the New Mexico Decedent Image Database. Tibias were segmented and reconstructed into both cortical and trabecular sections. Fibulas were segmented as a singular surface. The segmented bones were used to develop three SSM of the: (i) tibia; (ii) tibia-fibula; and (iii) cortical-trabecular. Principal component analysis was applied to obtain the three SSM, with the principal components that explained 95% of geometric variation retained. Results Overall size was the main source of variation in all three models accounting for 90.31%, 84.24% and 85.06%. Other sources of geometric variation in the tibia surface models included overall and midshaft thickness; prominence and size of the condyle plateau, tibial tuberosity, and anterior crest; and axial torsion of the tibial shaft. Further variations in the tibia-fibula model included midshaft thickness of the fibula; fibula head position relative to the tibia; tibia and fibula anterior-posterior curvature; fibula posterior curvature; tibia plateau rotation; and interosseous width. The main sources of variation in the cortical-trabecular model other than general size included variation in the medulla cavity diameter; cortical thickness; anterior-posterior shaft curvature; and the volume of trabecular bone in the proximal and distal ends of the bone. Conclusion Variations that could increase the risk of tibial stress injury were observed, these included general tibial thickness, midshaft thickness, tibial length and medulla cavity diameter (indicative of cortical thickness). Further research is needed to better understand the effect of these tibial-fibula shape characteristics on tibial stress and injury risk. This SSM, the associated code, and three use examples for the SSM have been provided in an open-source dataset. The developed tibial surface models and statistical shape model will be made available for use at: https://simtk.org/projects/ssm_tibia.
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Bruce OL, Baggaley M, Khassetarash A, Haider IT, Edwards WB. Tibial-fibular geometry and density variations associated with elevated bone strain and sex disparities in young active adults. Bone 2022; 161:116443. [PMID: 35589067 DOI: 10.1016/j.bone.2022.116443] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 04/25/2022] [Accepted: 05/11/2022] [Indexed: 11/02/2022]
Abstract
Tibial stress fracture is a common injury in runners and military personnel. Elevated bone strain is believed to be associated with the development of stress fractures and is influenced by bone geometry and density. The purpose of this study was to characterize tibial-fibular geometry and density variations in young active adults, and to quantify the influence of these variations on finite element-predicted bone strain. A statistical appearance model characterising tibial-fibular geometry and density was developed from computed tomography scans of 48 young physically active adults. The model was perturbed ±1 and 2 standard deviations along each of the first five principal components to create finite element models. Average male and female finite element models, controlled for scale, were also generated. Muscle and joint forces in running, calculated using inverse dynamics-based static optimization, were applied to the finite element models. The resulting 95th percentile pressure-modified von Mises strain (peak strain) and strained volume (volume of elements above 4000 με) were quantified. Geometry and density variations described by principal components resulted in up to 12.0% differences in peak strain and 95.4% differences in strained volume when compared to the average tibia-fibula model. The average female illustrated 5.5% and 41.3% larger peak strain and strained volume, respectively, when compared to the average male, suggesting that sexual dimorphism in bone geometry may indeed contribute to greater stress fracture risk in females. Our findings identified important features in subject-specific geometry and density associated with elevated bone strain that may have implications for stress fracture risk.
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Affiliation(s)
- Olivia L Bruce
- Biomedical Engineering Graduate Program, 2500 University Drive NW, University of Calgary, Calgary, AB T2N 1N4, Canada; Human Performance Laboratory, Faculty of Kinesiology, 2500 University Drive NW, University of Calgary, Calgary, AB T2N 1N4, Canada; McCaig Institute for Bone and Joint Health, 3280 Hospital Dr NW, University of Calgary, Calgary, AB T2N 4Z6, Canada.
| | - Michael Baggaley
- Human Performance Laboratory, Faculty of Kinesiology, 2500 University Drive NW, University of Calgary, Calgary, AB T2N 1N4, Canada; McCaig Institute for Bone and Joint Health, 3280 Hospital Dr NW, University of Calgary, Calgary, AB T2N 4Z6, Canada.
| | - Arash Khassetarash
- Human Performance Laboratory, Faculty of Kinesiology, 2500 University Drive NW, University of Calgary, Calgary, AB T2N 1N4, Canada; McCaig Institute for Bone and Joint Health, 3280 Hospital Dr NW, University of Calgary, Calgary, AB T2N 4Z6, Canada.
| | - Ifaz T Haider
- Human Performance Laboratory, Faculty of Kinesiology, 2500 University Drive NW, University of Calgary, Calgary, AB T2N 1N4, Canada; McCaig Institute for Bone and Joint Health, 3280 Hospital Dr NW, University of Calgary, Calgary, AB T2N 4Z6, Canada.
| | - W Brent Edwards
- Biomedical Engineering Graduate Program, 2500 University Drive NW, University of Calgary, Calgary, AB T2N 1N4, Canada; Human Performance Laboratory, Faculty of Kinesiology, 2500 University Drive NW, University of Calgary, Calgary, AB T2N 1N4, Canada; McCaig Institute for Bone and Joint Health, 3280 Hospital Dr NW, University of Calgary, Calgary, AB T2N 4Z6, Canada.
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14
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Koltun KJ, Sekel NM, Bird MB, Lovalekar M, Mi Q, Martin BJ, Nindl BC. Tibial Bone Geometry Is Associated With Bone Stress Injury During Military Training in Men and Women. Front Physiol 2022; 13:803219. [PMID: 35222074 PMCID: PMC8874318 DOI: 10.3389/fphys.2022.803219] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 01/17/2022] [Indexed: 12/03/2022] Open
Abstract
Bone stress injuries (BSI) are a common musculoskeletal condition among exercising and military populations and present a major burden to military readiness. The purpose of this investigation was to determine whether baseline measures of bone density, geometry, and strength, as assessed via peripheral quantitative computed tomography (pQCT), are predictive of tibial BSI during Marine Officer Candidates School training. Tibial pQCT scans were conducted prior to the start of physical training (n = 504; Male n = 382; Female n = 122) to measure volumetric bone mineral density (vBMD), geometry, robustness, and estimates of bone strength. Bone parameters were assessed at three tibial sites including the distal metaphysis (4% of tibial length measured from the distal endplate), mid-diaphysis (38% of tibial length measured from the distal endplate), and proximal diaphysis (66% of tibial length measured from the distal endplate). Injury surveillance data was collected throughout training. Four percent (n = 21) of the sample were diagnosed with a BSI at any anatomical site during training, 10 injuries were of the tibia. Baseline bone parameters were then tested for associations with the development of a tibial BSI during training and it was determined that cortical bone measures at diaphyseal (38 and 66%) sites were significant predictors of a prospective tibial BSI. At the mid-diaphysis (38% site), in a simple model and after adjusting for sex, age, and body size, total area [Odds Ratio (OR): 0.987, 0.983], endosteal circumference (OR: 0.853, 0.857), periosteal circumference (OR: 0.863, 0.824), and estimated bending strength (SSI; OR: 0.998, 0.997) were significant predictors of a BSI during training, respectively, such that lower values were associated with an increased likelihood of injury. Similarly, at the proximal diaphysis (66% site), total area (OR: 0.989, 0.985), endosteal circumference (OR: 0.855, 0.854), periosteal circumference (OR: 0.867, 0.823), robustness (OR: 0.007, 0.003), and SSI (OR: 0.998, 0.998) were also significant predictors of BSI in the simple and adjusted models, respectively, such that lower values were associated with an increased likelihood of injury. Results from this investigation support that narrower bones, with reduced circumference, lower total area, and lower estimated strength are associated with increased risk for tibial BSI during military training.
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Affiliation(s)
- Kristen J. Koltun
- Neuromuscular Research Laboratory, Department of Sports Medicine and Nutrition, Warrior Human Performance Research Center, University of Pittsburgh, Pittsburgh, PA, United States
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O'Leary TJ, Rice HM, Greeves JP. Biomechanical Basis of Predicting and Preventing Lower Limb Stress Fractures During Arduous Training. Curr Osteoporos Rep 2021; 19:308-317. [PMID: 33635518 DOI: 10.1007/s11914-021-00671-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/12/2021] [Indexed: 12/13/2022]
Abstract
PURPOSE OF REVIEW Stress fractures at weight-bearing sites, particularly the tibia, are common in military recruits and athletes. This review presents recent findings from human imaging and biomechanics studies aimed at predicting and preventing stress fractures. RECENT FINDINGS Peripheral quantitative computed tomography (pQCT) provides evidence that cortical bone geometry (tibial width and area) is associated with tibial stress fracture risk during weight-bearing exercise. The contribution of bone trabecular microarchitecture, cortical porosity, and bone material properties in the pathophysiology of stress fractures is less clear, but high-resolution pQCT and new techniques such as impact microindentation may improve our understanding of the role of microarchitecture and material properties in stress fracture prediction. Military studies demonstrate osteogenic outcomes from high impact, repetitive tibial loading during training. Kinetic and kinematic characteristics may influence stress fracture risk, but there is no evidence that interventions to modify biomechanics can reduce the incidence of stress fracture. Strategies to promote adaptive bone formation, in combination with improved techniques to assess bone strength, present exciting opportunities for future research to prevent stress fractures.
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Affiliation(s)
- Thomas J O'Leary
- Army Health and Performance Research, Army Headquarters, Andover, Hampshire, UK
- Division of Surgery and Interventional Science, UCL, London, UK
| | - Hannah M Rice
- Sport and Health Sciences, University of Exeter, Exeter, UK
| | - Julie P Greeves
- Army Health and Performance Research, Army Headquarters, Andover, Hampshire, UK.
- Division of Surgery and Interventional Science, UCL, London, UK.
- Norwich Medical School, University of East Anglia, Norwich, UK.
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Hamstra-Wright KL, Huxel Bliven KC, Napier C. Training Load Capacity, Cumulative Risk, and Bone Stress Injuries: A Narrative Review of a Holistic Approach. Front Sports Act Living 2021; 3:665683. [PMID: 34124660 PMCID: PMC8192811 DOI: 10.3389/fspor.2021.665683] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 04/14/2021] [Indexed: 01/09/2023] Open
Abstract
Bone stress injuries (BSIs) are a common orthopedic injury with short-term, and potentially long-term, effects. Training load capacity, influenced by risk factors, plays a critical role in the occurrence of BSIs. Many factors determine how one's body responds to repetitive loads that have the potential to increase the risk of a BSI. As a scientific community, we have identified numerous isolated BSI risk factors. However, we have not adequately analyzed the integrative, holistic, and cumulative nature of the risk factors, which is essential to determine an individual's specific capacity. In this narrative review, we advocate for a personalized approach to monitor training load so that individuals can optimize their health and performance. We define “cumulative risk profile” as a subjective clinical determination of the number of risk factors with thoughtful consideration of their interaction and propose that athletes have their own cumulative risk profile that influences their capacity to withstand specific training loads. In our narrative review, we outline BSI risk factors, discuss the relationship between BSIs and training load, highlight the importance of individualizing training load, and emphasize the use of a holistic assessment as a training load guide.
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Affiliation(s)
- Karrie L Hamstra-Wright
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, Chicago, IL, United States
| | - Kellie C Huxel Bliven
- Department of Interdisciplinary Health Sciences, Arizona School of Health Sciences, A.T. Still University, Mesa, AZ, United States
| | - Christopher Napier
- Menrva Research Group, Faculty of Applied Science, Schools of Mechatronic Systems Engineering and Engineering Science, Simon Fraser University, Vancouver, BC, Canada.,Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, BC, Canada
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Effects of Low Energy Availability on Bone Health in Endurance Athletes and High-Impact Exercise as A Potential Countermeasure: A Narrative Review. Sports Med 2021; 51:391-403. [PMID: 33346900 PMCID: PMC7900047 DOI: 10.1007/s40279-020-01396-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Endurance athletes expend large amounts of energy in prolonged high-intensity exercise and, due to the weight-sensitive nature of most endurance sports, often practice periods of dietary restriction. The Female Athlete Triad and Relative Energy Deficiency in Sport models consider endurance athletes at high-risk for suffering from low energy availability and associated health complications, including an increased chance of bone stress injury. Several studies have examined the effects of low energy availability on various parameters of bone structure and markers of bone (re)modelling; however, there are differences in findings and research methods and critical summaries are lacking. It is difficult for athletes to reduce energy expenditure or increase energy intake (to restore energy availability) in an environment where performance is a priority. Development of an alternative tool to help protect bone health would be beneficial. High-impact exercise can be highly osteogenic and energy efficient; however, at present, it is rarely utilized to promote bone health in endurance athletes. Therefore, with a view to reducing the prevalence of bone stress injury, the objectives of this review are to evaluate the effects of low energy availability on bone health in endurance athletes and explore whether a high-impact exercise intervention may help to prevent those effects from occurring.
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High Cortico-Trabecular Transitional Zone Porosity and Reduced Trabecular Density in Men and Women with Stress Fractures. J Clin Med 2021; 10:jcm10051123. [PMID: 33800284 PMCID: PMC7962637 DOI: 10.3390/jcm10051123] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 02/23/2021] [Accepted: 03/01/2021] [Indexed: 11/16/2022] Open
Abstract
To determine whether stress fractures are associated with bone microstructural deterioration we quantified distal radial and the unfractured distal tibia using high resolution peripheral quantitative computed tomography in 26 cases with lower limb stress fractures (15 males, 11 females; mean age 37.1 ± 3.1 years) and 62 age-matched healthy controls (24 males, 38 females; mean age 35.0 ± 1.6 years). Relative to controls, in men, at the distal radius, cases had smaller cortical cross sectional area (CSA) (p = 0.012), higher porosity of the outer transitional zone (OTZ) (p = 0.006), inner transitional zone (ITZ) (p = 0.043) and the compact-appearing cortex (CC) (p = 0.023) while trabecular vBMD was lower (p = 0.002). At the distal tibia, cases also had a smaller cortical CSA (p = 0.008). Cortical porosity was not higher, but trabecular vBMD was lower (p = 0.001). Relative to controls, in women, cases had higher distal radial porosity of the OTZ (p = 0.028), ITZ (p = 0.030) not CC (p = 0.054). Trabecular vBMD was lower (p = 0.041). Distal tibial porosity was higher in the OTZ (p = 0.035), ITZ (p = 0.009), not CC. Stress fractures are associated with compromised cortical and trabecular microstructure.
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