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Konrad JD, Marrus N, Lohse KR, Thuet KM, Lang CE. Motor competence is related to acquisition of error-based but not reinforcement learning in children ages 6 to 12. Heliyon 2024; 10:e32731. [PMID: 39183856 PMCID: PMC11341300 DOI: 10.1016/j.heliyon.2024.e32731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 06/06/2024] [Accepted: 06/07/2024] [Indexed: 08/27/2024] Open
Abstract
Background An essential component of childhood development is increasing motor competence. Poor motor learning is often thought to underlie impaired motor competence, but this link is unclear in previous studies. Aims Our aim was to test the relationship between motor competence and motor learning in the acquisition phase. Both reinforcement learning (RL) and error-based learning (EBL) were tested. We hypothesized that slower RL and slower EBL acquisition rates would relate to lower motor competence. Methods and procedures Eighty-six participants ages 6-12 performed a target throwing task under RL and EBL conditions. The Movement Assessment Battery for Children - 2nd edition (MABC-2) provided a measure of motor competence. We assessed EBL and RL acquisition rates, baseline variability, and baseline bias from the throwing task. Outcomes and results In a multiple linear regression model, baseline variability (β = -0.49, p = <0.001) and the EBL acquisition rate (β = -0.24, p = 0.018) significantly explained the MABC-2 score. Participants with higher baseline variability and slower EBL acquisition had lower motor competence scores. The RL acquisition rate was independent of MABC-2 score suggesting that RL may be less of a contributor to poor motor competence. Conclusions and implications Children with slower EBL acquisition had lower motor competence scores but RL acquisition was unrelated to the level of motor competence. Emphasizing the unrelated reinforcement mechanisms over error-based mechanisms during motor skill interventions may help children with poor motor competence better acquire new motor skills.
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Affiliation(s)
- Jeffrey D. Konrad
- Washington University School of Medicine: Program in Physical Therapy, USA
| | - Natasha Marrus
- Washington University School of Medicine: Department of Psychiatry, USA
| | - Keith R. Lohse
- Washington University School of Medicine: Program in Physical Therapy, USA
| | - Kayla M. Thuet
- Washington University School of Medicine: Program in Physical Therapy, USA
| | - Catherine E. Lang
- Washington University School of Medicine: Program in Physical Therapy, USA
- Washington University School of Medicine: Program in Occupational Therapy, USA
- Washington University School of Medicine: Department of Neurology, USA
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2
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Tan J, Ng CA, Hart NH, Rantalainen T, Sim M, Scott D, Zhu K, Hands B, Chivers P. Reduced Peak Bone Mass in Young Adults With Low Motor Competence. J Bone Miner Res 2023; 38:665-677. [PMID: 36795323 DOI: 10.1002/jbmr.4788] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 01/10/2023] [Accepted: 02/12/2023] [Indexed: 02/17/2023]
Abstract
Although suboptimal bone health has been reported in children and adolescents with low motor competence (LMC), it is not known whether such deficits are present at the time of peak bone mass. We examined the impact of LMC on bone mineral density (BMD) in 1043 participants (484 females) from the Raine Cohort Study. Participants had motor competence assessed using the McCarron Assessment of Neuromuscular Development at 10, 14, and 17 years, and a whole-body dual-energy X-ray absorptiometry (DXA) scan at 20 years. Bone loading from physical activity was estimated from the International Physical Activity Questionnaire at the age of 17 years. The association between LMC and BMD was determined using general linear models that controlled for sex, age, body mass index, vitamin D status, and prior bone loading. Results indicated LMC status (present in 29.6% males and 21.9% females) was associated with a 1.8% to 2.6% decrease in BMD at all load-bearing bone sites. Assessment by sex showed that the association was mainly in males. Osteogenic potential of physical activity was associated with increased BMD dependent on sex and LMC status, with males with LMC showing a reduced effect from increasing bone loading. As such, although engagement in osteogenic physical activity is associated with BMD, other factors involved in physical activity, eg, diversity, movement quality, may also contribute to BMD differences based upon LMC status. The finding of lower peak bone mass for individuals with LMC may reflect a higher risk of osteoporosis, especially for males; however, further research is required. © 2023 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Jocelyn Tan
- School of Health Sciences and Physiotherapy, University of Notre Dame Australia, Fremantle, Australia.,Western Australian Bone Research Collaboration, Perth, Australia
| | - Carrie-Anne Ng
- Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Australia
| | - Nicolas H Hart
- Western Australian Bone Research Collaboration, Perth, Australia.,School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.,Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, Australia.,Institute for Health Research, University of Notre Dame Australia, Fremantle, Australia.,School of Sport, Exercise and Rehabilitation, University of Technology Sydney, Sydney, Australia
| | - Timo Rantalainen
- Western Australian Bone Research Collaboration, Perth, Australia.,School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.,Institute for Health Research, University of Notre Dame Australia, Fremantle, Australia.,Gerontology Research Center, University of Jyväskylä, Jyväskylä, Finland.,Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Marc Sim
- Western Australian Bone Research Collaboration, Perth, Australia.,Nutrition & Health Innovation Research Institute, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.,Medical School, The University of Western Australia, Perth, Australia
| | - David Scott
- Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Australia.,Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Burwood, Australia
| | - Kun Zhu
- Nutrition & Health Innovation Research Institute, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.,Department of Endocrinology and Diabetes, Sir Charles Gairdner Hospital, Nedlands, Australia
| | - Beth Hands
- Institute for Health Research, University of Notre Dame Australia, Fremantle, Australia
| | - Paola Chivers
- Western Australian Bone Research Collaboration, Perth, Australia.,Institute for Health Research, University of Notre Dame Australia, Fremantle, Australia
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3
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Tan J, Murphy M, Hart NH, Rantalainen T, Bhoyroo R, Chivers P. Association of developmental coordination disorder and low motor competence with impaired bone health: A systematic review. RESEARCH IN DEVELOPMENTAL DISABILITIES 2022; 129:104324. [PMID: 35970085 DOI: 10.1016/j.ridd.2022.104324] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 07/10/2022] [Accepted: 08/08/2022] [Indexed: 06/15/2023]
Abstract
AIMS Individuals with developmental coordination disorder (DCD) and low motor competence (LMC) may be at increased risk of low bone health due to their lifetime physical activity patterns. Impaired bone health increases an individual's risk of osteoporosis and fracture; therefore, it is necessary to determine whether a bone health detriment is present in this group. Accordingly, this systematic review explores the association between DCD/LMC and bone health. METHODS AND PROCEDURES Studies were included with assessment of bone health in a DCD/LMC population. Study bias was assessed using the JBI critical appraisal checklist. Due to heterogeneity, meta-analysis was not possible and narrative synthesis was performed with effect size and direction assessed via harvest plots. OUTCOMES AND RESULTS A total of 16 (15 paediatric/adolescent) studies were included. Deficits in bone measures were reported for the DCD/LMC group and were more frequent in weight-bearing sites. Critical appraisal indicated very low confidence in the results, with issues relating to indirectness and imprecision relating to comorbidities. CONCLUSIONS AND IMPLICATIONS Individuals with DCD or LMC are at increased risk of bone health deficits. Bone impairment locations indicate insufficient loading via physical activity as a potential cause of bone deficits. Results indicate a potential for earlier osteoporosis onset.
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Affiliation(s)
- Jocelyn Tan
- School of Nursing, Midwifery, Health Sciences & Physiotherapy, University of Notre Dame Australia, Fremantle, Australia; Western Australian Bone Research Collaboration, Perth, WA, Australia.
| | - Myles Murphy
- School of Nursing, Midwifery, Health Sciences & Physiotherapy, University of Notre Dame Australia, Fremantle, Australia; Western Australian Bone Research Collaboration, Perth, WA, Australia; School of Medical and Health Science, Edith Cowan University, Joondalup, Australia
| | - Nicolas H Hart
- Western Australian Bone Research Collaboration, Perth, WA, Australia; Institute for Health Research, University of Notre Dame Australia, Fremantle, Australia; School of Medical and Health Science, Edith Cowan University, Joondalup, Australia; School of Nursing, Queensland University of Technology, Brisbane, Australia; Caring Futures Institute, Flinders University, Adelaide, Australia
| | - Timo Rantalainen
- Western Australian Bone Research Collaboration, Perth, WA, Australia; Institute for Health Research, University of Notre Dame Australia, Fremantle, Australia; School of Medical and Health Science, Edith Cowan University, Joondalup, Australia; Gerontology Research Center, University of Jyväskylä, Jyväskylä, Finland
| | - Ranila Bhoyroo
- School of Population Health, Curtin University, Perth, Australia; Disciplines of Psychology and Exercise Health, Murdoch University, Perth, Australia
| | - Paola Chivers
- Western Australian Bone Research Collaboration, Perth, WA, Australia; Institute for Health Research, University of Notre Dame Australia, Fremantle, Australia; School of Medical and Health Science, Edith Cowan University, Joondalup, Australia
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Smits-Engelsman B, Verbecque E. Pediatric care for children with developmental coordination disorder, can we do better? Biomed J 2022; 45:250-264. [PMID: 34482014 PMCID: PMC9250084 DOI: 10.1016/j.bj.2021.08.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 08/18/2021] [Accepted: 08/27/2021] [Indexed: 02/03/2023] Open
Abstract
This paper adopts a method of narrative critical review based on a non-systematic search of the literature to provide insights into the trends of developmental coordination disorder (DCD) treatment and to point out some future alternative approaches to prevent secondary health implications in children with DCD. The cause of DCD is unknown, but evidence suggests that these children have atypical brain structure and function. Interventions to help children cope with their activity limitations are effective in improving motor competence and motor skill related fitness in the short term. Although activity-orientated interventions can improve motor outcomes in children with DCD, high quality intervention trials and evaluation of long-term effects are urgently needed. Importantly, motor coordination problems associated with DCD extend to exercise-related activities leading to reduced participation in play and sports, which causes secondary problems in muscular fitness and body composition. Hence, treatment goals should not be limited to the improvement of motor skills (in ADL), but should also focus on health-related quality of life. We therefore propose when noticing motor problems in a child, already before enrolling but also during intervention, to explore ways to adapt everyday physical activities to optimally match the child's skill level. Hence, such activities will not only train the skills and improve physical fitness but will lead to positive engagement, thereby preventing the child from opting out of active play and sports. This provides the child with chances for exercise-dependent learning and will also positively impact social-emotional well-being.
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Affiliation(s)
- Bouwien Smits-Engelsman
- Department of Health & Rehabilitation Sciences, Faculty of Health Sciences, University of Cape Town, South Africa; Physical Activity, Sport and Recreation, Faculty Health Sciences, North-West University, Potchefstroom, South Africa.
| | - Evi Verbecque
- Rehabilitation Research Centre (REVAL), Rehabilitation Sciences and Physiotherapy, Hasselt University, Diepenbeek, Belgium
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Medeleanu M, Vali R, Sadeghpour S, Moineddin R, Doria AS. A systematic review and meta-analysis of pediatric normative peripheral quantitative computed tomography data. Bone Rep 2021; 15:101103. [PMID: 34377749 PMCID: PMC8327482 DOI: 10.1016/j.bonr.2021.101103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 06/15/2021] [Accepted: 06/28/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Peripheral-quantitative computed tomography (pQCT) provides an intriguing diagnostic alternative to dual-energy X-ray absorptiometry (DXA) since it can measure 3D bone geometry and differentiate between the cortical and trabecular bone compartments. OBJECTIVE To investigate and summarize the methods of pQCT image acquisition of in children, adolescents and/or young adults (up to age 20) and to aggregate the published normative pQCT data. EVIDENCE ACQUISITION A literature search was conducted in MEDLINE and EMBASE from 1947 to December 2020. Quality of the included articles was assessed using Standards for Reporting of Diagnostic Accuracy (STARD) scoring system and United States Preventative Services Task Force (USPSTF) Study Design Categorization. Seven articles, encompassing a total of 2134 participants, were aggregated in the meta-analysis. Due to dissimilar age groups and scan sites, only seven pQCT parameters of the 4% radius, 4% tibia and 38% tibia were analyzed in this meta-analysis. EVIDENCE SYNTHESIS The overall fixed-effect estimates of trabecular vBMD of the 4% radius were: 207.16 (201.46, 212.86), mg/cm3 in 8 to 9 year-old girls, 210.42 (201.91, 218.93)in 10 to 12 year-old girls, 226.99 (222.45, 231.54) in 12 to 13 year-old girls, 259.97 (254.85, 265.10) in 12 to 13 year-old boys and 171.55 (163.41,179.69) in 16 to 18 year-old girls. 21 of 54 (38.9%) primary papers received a 'good' STARD quality of reporting score (<90 and 70 ≥ %) (mean STARD score of all articles = 69.4%). The primary articles of this review had a 'good' level USPSTF study design categorization. However, most of the normative data in these articles were non-comparable and non-aggregable due to a lack of standardization of reference lines, acquisition parameters and/or age at acquisition. CONCLUSION There is not sufficient evidence to suggest that pQCT is appropriately suited for use in the pediatric clinical setting. Normative pediatric data must be systematically derived for pQCT should it ever be a modality that is used outside of research. CLINICAL IMPACT We demonstrate the need for normative pQCT reference data and for clinical guidelines that standardize pediatric acquisition parameters and delineate its use in pediatric settings.
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Affiliation(s)
- Maria Medeleanu
- Department of Physiology, Faculty of Medicine, University of Toronto, Canada
- Translational Medicine, Hospital for Sick Children, Canada
| | - Reza Vali
- Department of Physiology, Faculty of Medicine, University of Toronto, Canada
- Department of Diagnostic Imaging, Hospital for Sick Children and Department of Medical imaging, University of Toronto, Canada
| | | | - Rahim Moineddin
- Biostatistics Division, Dalla Lana School of Public Health, University of Toronto, Canada
| | - Andrea S. Doria
- Department of Physiology, Faculty of Medicine, University of Toronto, Canada
- Department of Diagnostic Imaging, Hospital for Sick Children and Department of Medical imaging, University of Toronto, Canada
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6
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Tan J, Hart NH, Rantalainen T, Chivers P. Association between developmental coordination disorder or low motor competence, and risk of impaired bone health across the lifespan: protocol for a systematic review and meta-analysis. JBI Evid Synth 2020; 19:1202-1210. [PMID: 33165174 DOI: 10.11124/jbies-20-00112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVE This systematic review will assess the association between developmental coordination disorder or low motor competence and impairments in bone health across the lifespan. INTRODUCTION Individuals with developmental coordination disorder tend to have a pattern of physical activity associated with bone health impairments. Preliminary studies have found impairments in bone health measures, including fractures, throughout the lifespan with potential public health ramifications. As studies in this area are of small samples across wide age ranges, no comprehensive picture of bone health in this group has been formed, hindering action. A systematic review is needed to determine the potential risk of bone impairment in this population. INCLUSION CRITERIA Studies that assess the relationship between developmental coordination disorder/low motor competence and bone health, regardless of measures used, will be included in the review. There will be no exclusions based on region, study design, or participant demographic characteristics. METHODS Published studies and gray literature will be searched, with no limits on publication date or language. Assessment of studies for inclusion, as well as data extraction, will be performed by two reviewers, with data cross checked for accuracy. Studies will be appraised using the appropriate JBI tool for the study design. Data to be extracted include unadjusted results and effect sizes for bone health measures. A narrative synthesis will be performed and if there is a sufficient number of studies, a meta-analysis using the same outcome measures will be performed on odds ratios of abnormal bone phenotype and fracture in this population. SYSTEMATIC REVIEW REGISTRATION NUMBER PROSPERO CRD42020167301.
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Affiliation(s)
- Jocelyn Tan
- School of Health Sciences, University of Notre Dame Australia, Fremantle, WA, Australia.,Western Australian Bone Research Collaboration, Perth, WA, Australia
| | - Nicolas H Hart
- Western Australian Bone Research Collaboration, Perth, WA, Australia.,Exercise Medicine Research Institute, Edith Cowan University, Joondalup, WA, Australia.,Institute for Health Research, University of Notre Dame Australia, Fremantle, WA, Australia.,School of Medical and Health Science, Edith Cowan University, Joondalup, Perth, WA, Australia
| | - Timo Rantalainen
- Western Australian Bone Research Collaboration, Perth, WA, Australia.,Exercise Medicine Research Institute, Edith Cowan University, Joondalup, WA, Australia.,Institute for Health Research, University of Notre Dame Australia, Fremantle, WA, Australia.,School of Medical and Health Science, Edith Cowan University, Joondalup, Perth, WA, Australia.,Gerontology Research Center, University of Jyväskylä, Jyväskylä, Finland
| | - Paola Chivers
- School of Health Sciences, University of Notre Dame Australia, Fremantle, WA, Australia.,Western Australian Bone Research Collaboration, Perth, WA, Australia.,Exercise Medicine Research Institute, Edith Cowan University, Joondalup, WA, Australia.,Institute for Health Research, University of Notre Dame Australia, Fremantle, WA, Australia.,School of Medical and Health Science, Edith Cowan University, Joondalup, Perth, WA, Australia
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7
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Chivers P, Rantalainen T, McIntyre F, Hands B, Weeks B, Beck B, Nimphius S, Hart N, Siafarikas A. Suboptimal bone status for adolescents with low motor competence and developmental coordination disorder-It's sex specific. RESEARCH IN DEVELOPMENTAL DISABILITIES 2019; 84:57-65. [PMID: 30119956 DOI: 10.1016/j.ridd.2018.07.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Revised: 07/26/2018] [Accepted: 07/27/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Australian adolescents with low motor competence (LMC) have higher fracture rates and poorer bone health compared to European normative data, but currently no normative data exists for Australians. AIMS To examine whether there were bone health differences in Australian adolescents with LMC or Developmental Coordination Disorder (DCD) when compared to typically developing age-matched Australian adolescents. METHODS AND PROCEDURES Australian adolescents aged 12-18 years with LMC/DCD (n = 39; male = 27; female = 12) and an Australian comparison sample (n = 188; boys = 101; girls = 87) undertook radial and tibial peripheral Quantitative Computed Tomography (pQCT) scans. Stress Strain Index (SSI (mm3)), Total Bone Area (TBA (mm2)), Muscle Density (MuD [mgcm3]), Muscle Area (MuA [cm2]), Subcutaneous Fat Area (ScFA [cm2]), Cortical Density (CoD [mgcm3]), Cortical Area (CoD [mm2]), cortical concentric ring volumetric densities, Functional Muscle Bone Unit Index (FMBU: (SSI/bone length)) and Robustness Index (SSI/bone length^3), group and sex differences were examined. OUTCOME AND RESULTS The main finding was a significant sex-x-group interaction for Tibial FMBU (p = .021), Radial MuD (p = .036), and radial ScFA (p = .002). Boys with LMC/DCD had lower tibial FMBU scores, radial MuD and higher ScFA than the typically developing age-matched sample. CONCLUSION AND IMPLICATIONS Comparisons of bone measures with Australian comparative data are similar to European findings however sex differences were found in the present study. Australian adolescent boys with LMC/DCD had less robust bones compared to their well-coordinated Australian peers, whereas there were no differences between groups for girls. These differences may be due to lower levels of habitual weight-bearing physical activity, which may be more distinct in adolescent boys with LMC/DCD compared to girls.
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Affiliation(s)
- Paola Chivers
- Institute for Health Research, The University of Notre Dame Australia, WA, Australia; Western Australian Bone Research Collaboration, WA, Australia; School of Medical and Health Sciences, Edith Cowan University, WA, Australia.
| | - Timo Rantalainen
- Western Australian Bone Research Collaboration, WA, Australia; School of Medical and Health Sciences, Edith Cowan University, WA, Australia; Institute for Physical Activity and Nutrition, Deakin University, VIC, Australia
| | - Fleur McIntyre
- Western Australian Bone Research Collaboration, WA, Australia; School of Health Sciences, The University of Notre Dame Australia, WA, Australia
| | - Beth Hands
- Institute for Health Research, The University of Notre Dame Australia, WA, Australia; Western Australian Bone Research Collaboration, WA, Australia
| | - Benjamin Weeks
- Menzies Health Institute Queensland, Griffith University, QLD, Australia
| | - Belinda Beck
- Menzies Health Institute Queensland, Griffith University, QLD, Australia
| | - Sophia Nimphius
- Western Australian Bone Research Collaboration, WA, Australia; School of Medical and Health Sciences, Edith Cowan University, WA, Australia; Centre of Exercise and Sport Science Research, Edith Cowan University, WA, Australia
| | - Nicolas Hart
- Western Australian Bone Research Collaboration, WA, Australia; School of Medical and Health Sciences, Edith Cowan University, WA, Australia; Exercise Medicine Research Institute, Edith Cowan University, WA, Australia
| | - Aris Siafarikas
- Institute for Health Research, The University of Notre Dame Australia, WA, Australia; Western Australian Bone Research Collaboration, WA, Australia; School of Medical and Health Sciences, Edith Cowan University, WA, Australia; Department of Endocrinology and Diabetes, Princess Margaret Hospital for Children, WA, Australia; Telethon Kids Institute and School of Paediatrics and Child Health, University of Western Australia, WA, Australia
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8
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Rantalainen T, Chivers P, Beck BR, Robertson S, Hart NH, Nimphius S, Weeks BK, McIntyre F, Hands B, Siafarikas A. Please Don't Move-Evaluating Motion Artifact From Peripheral Quantitative Computed Tomography Scans Using Textural Features. J Clin Densitom 2018; 21:260-268. [PMID: 28801168 DOI: 10.1016/j.jocd.2017.07.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 07/05/2017] [Accepted: 07/12/2017] [Indexed: 01/27/2023]
Abstract
Most imaging methods, including peripheral quantitative computed tomography (pQCT), are susceptible to motion artifacts particularly in fidgety pediatric populations. Methods currently used to address motion artifact include manual screening (visual inspection) and objective assessments of the scans. However, previously reported objective methods either cannot be applied on the reconstructed image or have not been tested for distal bone sites. Therefore, the purpose of the present study was to develop and validate motion artifact classifiers to quantify motion artifact in pQCT scans. Whether textural features could provide adequate motion artifact classification performance in 2 adolescent datasets with pQCT scans from tibial and radial diaphyses and epiphyses was tested. The first dataset was split into training (66% of sample) and validation (33% of sample) datasets. Visual classification was used as the ground truth. Moderate to substantial classification performance (J48 classifier, kappa coefficients from 0.57 to 0.80) was observed in the validation dataset with the novel texture-based classifier. In applying the same classifier to the second cross-sectional dataset, a slight-to-fair (κ = 0.01-0.39) classification performance was observed. Overall, this novel textural analysis-based classifier provided a moderate-to-substantial classification of motion artifact when the classifier was specifically trained for the measurement device and population. Classification based on textural features may be used to prescreen obviously acceptable and unacceptable scans, with a subsequent human-operated visual classification of any remaining scans.
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Affiliation(s)
- Timo Rantalainen
- Deakin University, Geelong, Vic, Australia, Institute for Physical Activity and Nutrition (IPAN), School of Exercise and Nutrition Sciences; Western Australian Bone Research Collaboration, Perth, WA, Australia.
| | - Paola Chivers
- Western Australian Bone Research Collaboration, Perth, WA, Australia; Institute for Health Research, The University of Notre Dame Australia, Fremantle, WA, Australia
| | - Belinda R Beck
- Menzies Health Institute Queensland, Bone Densitometry Research Laboratory, School of Allied Health Sciences, Griffith University, Gold Coast, Qld, Australia
| | - Sam Robertson
- Institute for Sport, Exercise & Active Living, Victoria University, Melbourne, Vic, Australia
| | - Nicolas H Hart
- Western Australian Bone Research Collaboration, Perth, WA, Australia; Exercise Medicine Research Institute, Edith Cowan University, Perth, WA, Australia
| | - Sophia Nimphius
- Western Australian Bone Research Collaboration, Perth, WA, Australia; School of Medical and Health Sciences, Edith Cowan University, Perth, WA, Australia
| | - Benjamin K Weeks
- Menzies Health Institute Queensland, Bone Densitometry Research Laboratory, School of Allied Health Sciences, Griffith University, Gold Coast, Qld, Australia
| | - Fleur McIntyre
- Western Australian Bone Research Collaboration, Perth, WA, Australia; School of Health Sciences, The University of Notre Dame Australia, Fremantle, WA, Australia
| | - Beth Hands
- Western Australian Bone Research Collaboration, Perth, WA, Australia; Institute for Health Research, The University of Notre Dame Australia, Fremantle, WA, Australia
| | - Aris Siafarikas
- Western Australian Bone Research Collaboration, Perth, WA, Australia; School of Health Sciences, The University of Notre Dame Australia, Fremantle, WA, Australia; Department of Endocrinology, Princess Margaret Hospital, Perth, WA, Australia; School of Paediatrics and Child Health, University of Western Australia, Nedlands, WA, Australia
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9
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Fong SSM, Vackova D, Choi AWM, Cheng YTY, Yam TTT, Guo X. Diversity of activity participation determines bone mineral content in the lower limbs of pre-pubertal children with developmental coordination disorder. Osteoporos Int 2018; 29:917-925. [PMID: 29285628 DOI: 10.1007/s00198-017-4361-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 12/19/2017] [Indexed: 01/02/2023]
Abstract
UNLABELLED This study examined the relationships between activity participation and bone mineralization in children with developmental coordination disorder. Limited participation in physical, recreational, social, and skill-based and self-improvement activities contributed to lower bone mineral content. For improved bone health, these children should participate in a variety of activities, not only physical activities. INTRODUCTION Limited activity participation in children with developmental coordination disorder (DCD) may have a negative impact on bone mineral accrual. The objectives of this study were to compare bone mineralization and activity participation patterns of pre-pubertal children with DCD and those with typical development, and to determine the association between activity participation patterns and bone mineralization in children with DCD. METHODS Fifty-two children with DCD (mean age = 7.51 years) and 61 children with typical development (mean age = 7.22 years) participated in the study. Appendicular and total body (less head) bone mineral content (BMC) and bone mineral density (BMD) were evaluated by a whole-body dual-energy X-ray absorptiometry scan. Activity participation patterns were assessed using the Children's Assessment of Participation and Enjoyment (CAPE) questionnaire. RESULTS Children with DCD had lower appendicular and total body BMCs and BMDs than children with typical development overall (p < 0.05). They also had lower CAPE total activity and physical activity diversity scores (p < 0.05). After accounting for the effects of age, sex, height, lean mass, and fat mass, the total activity diversity score remained independently associated with leg BMC in children with DCD, explaining 5.1% of the variance (p = 0.030). However, the physical activity diversity score was no longer associated with leg BMC (p = 0.090). CONCLUSIONS Diversity of activity participation and bone mineralization were lower in pre-pubertal children with DCD. Decreased total activity participation diversity was a contributing factor to lower BMC in the legs of children with DCD.
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Affiliation(s)
- S S M Fong
- School of Public Health, University of Hong Kong, Pokfulam, Hong Kong.
| | - D Vackova
- School of Public Health, University of Hong Kong, Pokfulam, Hong Kong
| | - A W M Choi
- Department of Social Work and Social Administration, University of Hong Kong, Pokfulam, Hong Kong
| | - Y T Y Cheng
- School of Public Health, University of Hong Kong, Pokfulam, Hong Kong
| | - T T T Yam
- School of Public Health, University of Hong Kong, Pokfulam, Hong Kong
| | - X Guo
- Department of Rehabilitation Sciences, Hong Kong Polytechnic University, Hung Hom, Hong Kong
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10
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Ireland A, Sayers A, Deere KC, Emond A, Tobias JH. Motor Competence in Early Childhood Is Positively Associated With Bone Strength in Late Adolescence. J Bone Miner Res 2016; 31:1089-98. [PMID: 26713753 PMCID: PMC4864944 DOI: 10.1002/jbmr.2775] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Revised: 12/07/2015] [Accepted: 12/27/2015] [Indexed: 11/10/2022]
Abstract
The onset of walking in early childhood results in exposure of the lower limb to substantial forces from weight bearing activity that ultimately contribute to adult bone strength. Relationships between gross motor score (GMS), at 18 months and bone outcomes measured at age 17 years were examined in 2327 participants in the Avon Longitudinal Study of Parents and Children (ALSPAC). Higher GMS indicated greater motor competence in weight-bearing activities. Total hip bone mineral density (BMD) and hip cross-sectional moment of inertia (CSMI) were assessed from dual-energy X-ray absorptiometry (DXA). Bone measures including cortical bone mineral content (BMC), periosteal circumference (PC), cortical thickness (CT), cortical bone area (CBA), cortical BMD (BMDC ) and cross-sectional moment of inertia (CSMI) were assessed by peripheral quantitative computed tomography (pQCT) at 50% distal-proximal length. Before adjustment, GMS was associated with hip BMD, CSMI, and tibia BMC, PC, CT, CBA and CSMI (all p < 0.001) but not BMDC (p > 0.25). Strongest associations (standardized regression coefficients with 95% CI) were between GMS and hip BMD (0.086; 95% CI, 0.067 to 0.105) and tibia BMC (0.105; 95% CI, 0.089 to 0.121). With the exception of hip BMD, larger regression coefficients were observed in males (gender interactions all p < 0.05). Adjustment for lean mass resulted in substantial attenuation of regression coefficients, suggesting associations between impaired motor competence and subsequent bone development are partly mediated by alterations in body composition. In conclusion, impaired motor competence in childhood is associated with lower adolescent bone strength, and may represent a risk factor for subsequent osteoporosis. © 2015 The Authors. Journal of Bone and Mineral Research published by Wiley Periodicals, Inc. on behalf of American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Alex Ireland
- School of Healthcare Science, Manchester Metropolitan University, Manchester, UK
| | - Adrian Sayers
- School of Clinical Sciences, University of Bristol, Bristol, UK
| | - Kevin C Deere
- School of Clinical Sciences, University of Bristol, Bristol, UK
| | - Alan Emond
- School of Social and Community Medicine, University of Bristol, Bristol, UK
| | - Jon H Tobias
- School of Clinical Sciences, University of Bristol, Bristol, UK
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