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Whittingham K, Benfer K, Sakzewski L, Wotherspoon J, Burgess A, Comans T, Keramat SA, Ware RS, Boyd RN. Sleep problems in a population-based cohort of primary school age children with Cerebral Palsy. RESEARCH IN DEVELOPMENTAL DISABILITIES 2024; 147:104690. [PMID: 38364615 DOI: 10.1016/j.ridd.2024.104690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 12/12/2023] [Accepted: 01/24/2024] [Indexed: 02/18/2024]
Abstract
AIMS To examine sleep problems in a population-based sample of school-aged children (8-12yo) with Cerebral Palsy (CP) METHOD: Eighty-six children (mean 9 years, 5 months, SD = 1 year, 6 months; male = 60) with CP (Gross Motor Function Classification System; GMFCS I=46; II=21; III=9; IV=6; V=6) participated. Classifications/assessments included: Sleep Disturbance Scale for Children (SDSC), Gross Motor Function Measure (GMFM-66), Manual Ability Classification System (MACS), Communication Function Classification System (CFCS), Strengths and Difficulties Questionnaire (SDQ) and the Cerebral Palsy- Quality of Life (CP-QOL) Pain Impact subscale. Analysis included linear and logistic regression. RESULTS 38 (44 %) children were within the clinical range for sleep problems. Sleep problems were significantly associated with epilepsy, (95 % CI) = 14.48 (7.95 to 21.01), gross motor function, -0.13 (-0.26 to -0.01), manual ability, 7.26 (0.82 to 13.69), communication, 10.01 (2.21 to 17.80), child behaviour, 1.134 (0.74 to 1.53), and pain related QOL, 0.33 (0.12 to 0.53). For the multivariable model, sleep problems remained significantly associated with epilepsy, b (95 % CI) = 11.72 (4.88 to 18.57), child behaviour, 1.03 (0.65 to 1.41) and pain-related QOL, 0.21 (0.29 to 0.38). CONCLUSIONS Sleep problems are common and associated with epilepsy, child behaviour and pain related QOL.
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Affiliation(s)
- Koa Whittingham
- Queensland Cerebral Palsy and Rehabilitation Research Centre, UQ Child Health Research Centre, Faculty of Medicine, The University of Queensland, Australia.
| | - Kath Benfer
- Queensland Cerebral Palsy and Rehabilitation Research Centre, UQ Child Health Research Centre, Faculty of Medicine, The University of Queensland, Australia
| | - Leanne Sakzewski
- Queensland Cerebral Palsy and Rehabilitation Research Centre, UQ Child Health Research Centre, Faculty of Medicine, The University of Queensland, Australia
| | - Jane Wotherspoon
- Queensland Cerebral Palsy and Rehabilitation Research Centre, UQ Child Health Research Centre, Faculty of Medicine, The University of Queensland, Australia; School of Psychology, The University of Queensland, Brisbane, Australia
| | - Andrea Burgess
- Queensland Cerebral Palsy and Rehabilitation Research Centre, UQ Child Health Research Centre, Faculty of Medicine, The University of Queensland, Australia
| | - Tracy Comans
- Centre for Health Services Research, The University of Queensland, Australia
| | - Syed Afoz Keramat
- Centre for Health Services Research, The University of Queensland, Australia
| | - Robert S Ware
- Menzies Health Institute Queensland, Griffith University, Brisbane, Australia
| | - Roslyn N Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, UQ Child Health Research Centre, Faculty of Medicine, The University of Queensland, Australia
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Laporta-Hoyos O, Fiori S, Pannek K, Pagnozzi AM, Ware RS, Boyd RN. Longitudinal assessment of brain lesions in children with cerebral palsy and association with motor functioning. Eur J Paediatr Neurol 2024; 49:27-34. [PMID: 38330549 DOI: 10.1016/j.ejpn.2023.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/25/2023] [Accepted: 11/21/2023] [Indexed: 02/10/2024]
Abstract
BACKGROUND The semi-quantitative scale of structural brain Magnetic Resonance Imaging (sqMRI) is a valid and reliable measure of brain lesion extent in children with cerebral palsy (CP) >3-years. This system scores lesion burden for each major brain region. The sum of the scores gives a global score ranging from 0 to 48. PURPOSE To investigate how sqMRI scores changed from infancy to school-age, and whether these were associated with lesion load, age at first assessment, and gross motor function and its changes. MATERIALS AND METHODS Twenty-eight children with CP underwent MRI and motor (Gross Motor Function Measure-66; GMFM-66) assessments when <40-months and again when 8-12-years. We investigated whether (i) toddler/preschool-age sqMRI scores (Time 1) reflected school-age sqMRI scores (Time 2); (ii) temporal changes in sqMRI scores (Time 1-Time 2 difference) were related to the child's age at Time 1 and lesion extent; (iii) early or later sqMRI scores were associated with motor functioning; (iv) sqMRI scores' longitudinal changes were associated with motor changes. RESULTS Except for the corticosubcortical (grey-matter only) layers, sqMRI scores were significantly higher ('higher lesion load') at Time 1 than at Time 2. Age at Time 1 was not associated with temporal changes in global sqMRI scores. Higher lesion load at Time 2, but not at Time 1, was associated with smaller temporal changes in the global sqMRI score. The sqMRI scores were associated with concurrent, but not future or past motor GMFM-66 scores. Longitudinal changes in sqMRI scores were not associated with longitudinal changes in motor GMFM-66 scores. CONCLUSION sqMRI scores of brain lesion extent at school-age are lower and a better indication of later-life motor functioning than very early life sqMRI scores. It may be best to interpret MRI white matter lesions with caution in very early life due to possible changes in lesion appearance and the unpredictable role of functional plasticity.
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Affiliation(s)
- Olga Laporta-Hoyos
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia; Departament de Psicologia Clínica i Psicobiologia & Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain; Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Barcelona, Spain.
| | - Simona Fiori
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy; Department of Developmental Neuroscience, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fondazione Stella Maris, Pisa, Italy.
| | - Kerstin Pannek
- Australian E-Health Research Centre, CSIRO, Brisbane, Australia.
| | - Alex M Pagnozzi
- Australian E-Health Research Centre, CSIRO, Brisbane, Australia.
| | - Robert S Ware
- Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, Australia.
| | - Roslyn N Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.
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Wotherspoon J, Whittingham K, Sheffield J, Boyd RN. Cognition and learning difficulties in a representative sample of school-aged children with cerebral palsy. RESEARCH IN DEVELOPMENTAL DISABILITIES 2023; 138:104504. [PMID: 37099882 DOI: 10.1016/j.ridd.2023.104504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 02/01/2023] [Accepted: 04/03/2023] [Indexed: 06/05/2023]
Abstract
BACKGROUND Nearly half of all children with CP experience intellectual impairment, with impacts on academic achievement. AIMS To assess cognitive and academic functioning for primary-school aged children with CP METHODS AND PROCEDURES: This population-based cohort study assessed 93 participants (male n = 62; mean = 9 years 9 months, SD 1 y 1.8 months) on measures of fluid and crystallised intelligence (Raven's Coloured Progressive Matrices, Peabody Picture Vocabulary Test) and academic achievement (Wechsler Individual Achievement Test). Analyses included t-tests, Pearson's chi-square and regression. OUTCOMES AND RESULTS 41 (44.1%) children met criteria consistent with intellectual developmental disorder. Academic skills were significantly below population means on word reading (M= 85.4, SD = 19.3), t(66) = -6.2, p < .001; spelling (M=83.3, SD=19.7) t(65) = -6.87, p < .001; and numerical operations (M=72.9, SD=21.7) Z = 66.0, p < .001. Cognitive ability was associated with GMFCS level (χ² (1, N = 93) = 16.15, p < .001) and diagnosis of epilepsy (χ² (2, N = 93) = 11.51 p = .003). Crystallised and fluid intelligence together accounted for 65% of the variance in word reading, 56% in spelling and 52% in numerical operations. IMPLICATIONS Many children with CP experience academic challenges. Screening is recommended for all children with CP and full psychoeducational assessment undertaken when children with CP experience academic difficulties.
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Affiliation(s)
- J Wotherspoon
- Queensland Cerebral Palsy & Rehabilitation Research Centre, Centre for Children's Health Research, The Faculty of Medicine, The University of Queensland, Brisbane, Australia.
| | - K Whittingham
- Queensland Cerebral Palsy & Rehabilitation Research Centre, Centre for Children's Health Research, The Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - J Sheffield
- School of Psychology, The University of Queensland, Brisbane, Australia
| | - R N Boyd
- Queensland Cerebral Palsy & Rehabilitation Research Centre, Centre for Children's Health Research, The Faculty of Medicine, The University of Queensland, Brisbane, Australia
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Burgess A, Oftedal S, Boyd RN, Reedman S, Trost SG, Ware RS, Sakzewski L. Construct Validity of the Both Hands Assessment Using Wrist-Worn Accelerometers. Phys Occup Ther Pediatr 2023; 44:42-55. [PMID: 37183420 DOI: 10.1080/01942638.2023.2207635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 04/24/2023] [Indexed: 05/16/2023]
Abstract
AIM The aim of this study was to evaluate the construct validity of the Both Hands Assessment (BoHA) using activity of the upper limbs as detected by accelerometry in children with bilateral cerebral palsy (CP). METHODS Observational study of children with CP (n = 44, n = 27 boys, aged 9.1 ± 1.6 years; Manual Ability Classification Scale I: n = 15, II: n = 22, III: n = 7) completing a BoHA assessment while wearing a triaxial accelerometer on each wrist. BoHA Each-Hand sub-scores, BoHA percentage difference between hands, BoHA Units, mean activity for each hand, mean activity asymmetry index and total mean activity were calculated. Linear regressions were used to analyze associations between measures. RESULTS There were significant, positive associations between BoHA Units and total mean activity (B = 0.86, 95%CI: 0.32, 1.40), BoHA Percentage difference between hands and mean activity asymmetry index (B = 0.95, 95%CI: 0.75,1.15), and BoHA Each-Hand sub-score and mean activity for the non-dominant hand (B = 1.71, 95%CI: 1.16, 2.28), but not the dominant hand (B = 0.50, 95%CI: -0.45, 1.45). CONCLUSIONS This study provides further evidence for the construct validity of the BoHA as a measure of upper limb performance. Wearable wrist sensors such as accelerometers capture and quantify gross upper limb movement in children with CP but cannot measure fine finger movements captured by the BoHA. CLINICAL TRIALS REGISTRATION Australian New Zealand Clinical Trials Registry (ACTRN12616001488493 and ACTRN12618000164291).
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Affiliation(s)
- Andrea Burgess
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Stina Oftedal
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Roslyn N Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Sarah Reedman
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Stewart G Trost
- School of Human Movement and Nutrition Sciences, The University of Queensland, Brisbane, Australia
| | - Robert S Ware
- Menzies Health Institute Queensland, Griffith University, Brisbane, Australia
| | - Leanne Sakzewski
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
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Burgess A, Sakzewski L, Whittingham K, Wotherspoon J, Chatfield MD, Ware RS, Boyd RN. Development of social functioning in children with cerebral palsy: A longitudinal study. Dev Med Child Neurol 2023; 65:674-682. [PMID: 36282970 PMCID: PMC10953437 DOI: 10.1111/dmcn.15439] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 09/20/2022] [Accepted: 09/26/2022] [Indexed: 11/30/2022]
Abstract
AIM To describe the development of social function in children with cerebral palsy (CP) classified in all levels of the Communication Function Classification System (CFCS). METHOD This prospective, longitudinal population-based cohort study recruited children with CP born in Queensland, Australia. Social functioning was measured using the Pediatric Evaluation of Disability Inventory (PEDI) social function domain at 2 years, 2 years 6 months, 3 years, 4 years, and 5 years, and the PEDI Computer Adaptive Test (PEDI-CAT) social/cognitive domain at 8 to 12 years. RESULTS Seventy-four children provided 356 observations. PEDI-CAT social/cognitive scaled scores at 8 to 12 years were (mean [SD] n) CFCS level I, 68.6 (2.7) 45; CFCS level II, 64.0 (3.4) 10; CFCS level III, 63.5 (3.7) 4; CFCS level IV, 56.8 (5.0) 9; CFCS level V, 47.2 (5.8) 6. Scores within expected range for age (not less than 2 SD below mean) at 8 to 12 years were achieved by 35 (78%) children in CFCS level I and four (14%) in CFCS levels II to V. Forty-nine per cent of children scored at least two standard deviations below the population mean on a proxy measure of fluid intelligence. Intellectual impairment was associated with lower PEDI-CAT social/cognitive scaled scores in univariable analysis (β = -8.3, 95% confidence interval - 10.91 to -5.63; p < 0.001) but had a smaller effect when modelled together with CFCS. INTERPRETATION Social function attained by 8 to 12 years of age was strongly related to level of communication function (CFCS). The small number of children classified in CFCS levels II to V necessitates caution when viewing these individual CFCS level trajectories. WHAT THIS PAPER ADDS There is a strong relation between social functioning and Communication Function Classification System (CFCS) levels. At 8 to 12 years, 35 out of 45 children in CFCS level I met social functioning age expectations. Twenty-five out of 29 in CFCS levels II to V had social functioning below that expected for age. CFCS and age were more strongly associated with development of social functioning than Gross Motor Function Classification System or Manual Ability Classification System and age.
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Affiliation(s)
- Andrea Burgess
- The University of Queensland, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research CentreFaculty of MedicineBrisbaneAustralia
| | - Leanne Sakzewski
- The University of Queensland, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research CentreFaculty of MedicineBrisbaneAustralia
| | - Koa Whittingham
- The University of Queensland, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research CentreFaculty of MedicineBrisbaneAustralia
| | - Jane Wotherspoon
- The University of Queensland, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research CentreFaculty of MedicineBrisbaneAustralia
| | - Mark D. Chatfield
- The University of Queensland, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research CentreFaculty of MedicineBrisbaneAustralia
| | - Robert S. Ware
- Griffith University, Menzies Health Institute QueenslandBrisbaneAustralia
| | - Roslyn N. Boyd
- The University of Queensland, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research CentreFaculty of MedicineBrisbaneAustralia
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Boyd RN, Novak I, Morgan C, Bora S, Sakzewski L, Ware RS, Comans T, Fahey MC, Whittingham K, Trost S, Pannek K, Pagnozzi A, Mcintyre S, Badawi N, Smithers Sheedy H, Palmer KR, Burgess A, Keramat A, Bell K, Hines A, Benfer K, Gascoigne-Pees L, Leishman S, Oftedal S. School readiness of children at high risk of cerebral palsy randomised to early neuroprotection and neurorehabilitation: protocol for a follow-up study of participants from four randomised clinical trials. BMJ Open 2023; 13:e068675. [PMID: 36849209 PMCID: PMC9972445 DOI: 10.1136/bmjopen-2022-068675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/01/2023] Open
Abstract
INTRODUCTION School readiness includes cognitive, socio-emotional, language and physical growth and development domains which share strong associations with life-course opportunities. Children with cerebral palsy (CP) are at increased risk of poor school readiness compared with their typically developing peers. Recently, earlier diagnosis of CP has allowed interventions to commence sooner, harnessing neuroplasticity. First, we hypothesise that early referral to intervention for children at-risk of CP will lead to improved school readiness at 4-6 years relative to placebo or care as usual. Second, we hypothesise that receipt of early diagnosis and early intervention will lead to cost-savings in the form of reduced healthcare utilisation. METHODS AND ANALYSIS Infants identified as at-risk of CP ≤6 months corrected age (n=425) recruited to four randomised trials of neuroprotectants (n=1), early neurorehabilitation (n=2) or early parenting support (n=1) will be re-recruited to one overarching follow-up study at age 4-6 years 3 months. A comprehensive battery of standardised assessments and questionnaires will be administered to assess all domains of school readiness and associated risk factors. Participants will be compared with a historical control group of children (n=245) who were diagnosed with CP in their second year of life. Mixed-effects regression models will be used to compare school readiness outcomes between those referred for early intervention versus placebo/care-as-usual. We will also compare health-resource use associated with early diagnosis and intervention versus later diagnosis and intervention. ETHICS AND DISSEMINATION The Children's Health Queensland Hospital and Health Service, The University of Queensland, University of Sydney, Monash University and Curtin University Human Research Ethics Committees have approved this study. Informed consent will be sought from the parent or legal guardian of every child invited to participate. Results will be disseminated in peer-reviewed journals, scientific conferences and professional organisations, and to people with lived experience of CP and their families. TRIAL REGISTRATION NUMBER ACTRN12621001253897.
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Affiliation(s)
- Roslyn N Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
| | - Iona Novak
- Cerebral Palsy Alliance Research Institute, Specialty of Child & Adolescent Health, Sydney Medical School, Faculty of Medicine & Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Catherine Morgan
- Cerebral Palsy Alliance Research Institute, Specialty of Child & Adolescent Health, Sydney Medical School, Faculty of Medicine & Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Samudragupta Bora
- Case Western Reserve University School of Medicine, University Hospitals Rainbow Babies & Children's Hospital, Cleveland, Ohio, USA
- Faculty of Medicine, Mater Research Institute, The University of Queensland, South Brisbane, Queensland, Australia
| | - Leanne Sakzewski
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
| | - Robert S Ware
- Menzies Health Institute Queensland, Griffith University, Nathan, Queensland, Australia
| | - Tracy Comans
- Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Michael Collingwood Fahey
- Paediatric Neurology, Monash Medical Centre Clayton, Clayton, Victoria, Australia
- Paediatrics, Monash University, Clayton, Victoria, Australia
| | - Koa Whittingham
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
| | - Stewart Trost
- School of Human Movement and Nutrition Sciences, The University of Queensland, Saint Lucia, Queensland, Australia
| | - Kerstin Pannek
- The Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, Australian Capital Territory, Australia
| | - Alex Pagnozzi
- The Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Canberra, Australian Capital Territory, Australia
| | - Sarah Mcintyre
- Cerebral Palsy Alliance Research Institute, Specialty of Child & Adolescent Health, Sydney Medical School, Faculty of Medicine & Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Nadia Badawi
- Cerebral Palsy Alliance Research Institute, Specialty of Child & Adolescent Health, Sydney Medical School, Faculty of Medicine & Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Hayley Smithers Sheedy
- Cerebral Palsy Alliance Research Institute, Specialty of Child & Adolescent Health, Sydney Medical School, Faculty of Medicine & Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Kirsten Rebecca Palmer
- Obstetrics and Gynaecology, Monash University School of Clinical Sciences at Monash Health, Clayton, Victoria, Australia
| | - Andrea Burgess
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
| | - Afroz Keramat
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
| | - Kristie Bell
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
- Dietetics and Food Services, Children's Health Queensland, South Brisbane, Queensland, Australia
| | - Ashleigh Hines
- Cerebral Palsy Alliance Research Institute, Specialty of Child & Adolescent Health, Sydney Medical School, Faculty of Medicine & Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Katherine Benfer
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
| | - Laura Gascoigne-Pees
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
| | - Shaneen Leishman
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
| | - Stina Oftedal
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland Child Health Research Centre, South Brisbane, Queensland, Australia
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White matter microstructure and receptive vocabulary in children with cerebral palsy: The role of interhemispheric connectivity. PLoS One 2023; 18:e0280055. [PMID: 36649231 PMCID: PMC9844879 DOI: 10.1371/journal.pone.0280055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 12/20/2022] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Communication and cognitive impairments are common impediments to participation and social functioning in children with cerebral palsy (CP). Bilateral language networks underlie the function of some high-level language-related cognitive functions. PURPOSE To explore the association between receptive vocabulary and white-matter microstructure in the temporal lobes and the central part of the temporo-temporal bundles in children with CP. MATERIALS AND METHODS 37 children with spastic motor type CP (mean age 9.6 years, 25 male) underwent a receptive vocabulary test (Peabody Picture Vocabulary Test, PPVT-IV) and 3T MRI. Mean fractional anisotropy (FA) and mean diffusivity (MD) were calculated for the temporal lobes and the interhemispheric bundles traversing the splenium of the corpus callosum and the anterior commissure. Associations between microstructure and receptive vocabulary function were explored using univariable linear regression. RESULTS PPVT-IV scores were significantly associated with mean white matter MD in the left temporal lobe, but not the right temporal lobe. There was no association between PPVT-IV and mean white matter FA in the temporal lobes. PPVT-IV scores were not significantly associated with the laterality of these diffusion tensor metrics. Within the corpus callosum, FA, but not MD of the temporo-temporal bundles was significantly associated with the PPVT-IV scores. Within the anterior commissure no equivalent relationship between diffusion metrics and PPVT-IV was found. CONCLUSION Our findings add further understanding to the pathophysiological basis underlying receptive vocabulary skills in children with CP that could extend to other patients with early brain damage. This study highlights the importance of interhemispheric connections for receptive vocabulary.
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Burgess A, Reedman S, Chatfield MD, Ware RS, Sakzewski L, Boyd RN. Development of gross motor capacity and mobility performance in children with cerebral palsy: a longitudinal study. Dev Med Child Neurol 2022; 64:578-585. [PMID: 34800033 DOI: 10.1111/dmcn.15112] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 10/28/2021] [Accepted: 10/29/2021] [Indexed: 11/30/2022]
Abstract
AIM To describe development of gross motor capacity and mobility performance in children with cerebral palsy. METHOD This longitudinal cohort study measured gross motor capacity with the Gross Motor Function Measure and mobility performance with the Pediatric Evaluation of Disability Inventory (PEDI) between 18 months and 5 years, and the PEDI - Computer Adaptive Test (PEDI-CAT) between 8 years and 12 years. Longitudinal analyses used mixed-effects regression modelling with interaction between age and Gross Motor Function Classification System (GMFCS). Stability of GMFCS levels over time was measured using agreement. RESULTS Two hundred and twenty-two children provided 871 observations (median 4 observations, range 1-7). Children classified in GMFCS level I improved in both capacity and performance until 8 to 12 years. Children classified in GMFCS levels II and III continued to develop mobility performance after gross motor capacity had plateaued at 5 years. Children classified in GMFCS level IV plateaued at 5 years in capacity and performance. Children classified in GMFCS level V showed no changes in capacity or performance between 18 months and 8 to 12 years. Stability of GMFCS levels was 73%. INTERPRETATION Change in mobility performance over time somewhat reflected gross motor capacity trajectories. Continued improvement in mobility performance after plateau of gross motor capacity for children classified in GMFCS levels II and III suggests importance of other personal or environmental factors.
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Affiliation(s)
- Andrea Burgess
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Sarah Reedman
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Mark D Chatfield
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Robert S Ware
- Menzies Health Institute Queensland, Griffith University, Brisbane, Queensland, Australia
| | - Leanne Sakzewski
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Roslyn N Boyd
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, Queensland, Australia
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Laporta-Hoyos O, Pannek K, Pagnozzi AM, Whittingham K, Wotherspoon J, Benfer K, Fiori S, Ware RS, Boyd RN. Cognitive, academic, executive and psychological functioning in children with spastic motor type cerebral palsy: Influence of extent, location, and laterality of brain lesions. Eur J Paediatr Neurol 2022; 38:33-46. [PMID: 35381411 DOI: 10.1016/j.ejpn.2022.02.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 01/14/2022] [Accepted: 02/25/2022] [Indexed: 12/11/2022]
Abstract
PURPOSE To investigate, in spastic motor-type cerebral palsy, the association between 1) the location and extent of brain lesions and numerous psychological outcomes; 2) the laterality of brain lesions and performance of verbal-related cognitive functions. METHODS The semi-quantitative scale for MRI (sqMRI) was scored for 101 children with cerebral palsy. Non-verbal and verbal proxy intelligence quotients (IQ), word reading, spelling, numerical operations skills, executive functioning, and psychological adjustment were assessed. Relationships between global and regional sqMRI scores and clinical scores were examined. The best multivariable linear regression model for each outcome was identified using the Bayesian Information Criteria. Regional sqMRI scores, gross motor functioning, manual ability, and epilepsy status were considered for inclusion as covariables. Where sqMRI scores made statistically significant contributions to models of verbal-related functioning, data were reanalysed including these sqMRI scores' laterality index. Verbal-related outcomes were compared between participants with left-sided versus bilateral brain lesions. RESULTS Medial dorsal thalamus and parietal lobe lesions significantly accounted for poorer verbal proxy-IQ. Left-hemisphere lateralization of temporal lobe lesions was associated with poorer verbal proxy-IQ. Participants with bilateral lesions performed significantly better than those with unilateral left-sided lesions in verbal cognitive functions. Controlling for epilepsy diagnosis, participants with ventral posterior lateral thalamus lesions presented with better Behaviour Rating Inventory of Executive Function scores, although within the normal range. sqMRI scores were not significantly associated with some psychological outcomes or these only bordered on significance after accounting for relevant control variables. CONCLUSION The laterality of early-life lesions influences the development of verbal-related cognitive functions.
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Affiliation(s)
- Olga Laporta-Hoyos
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.
| | - Kerstin Pannek
- Australian E-Health Research Centre, CSIRO, Brisbane, Australia.
| | - Alex M Pagnozzi
- Australian E-Health Research Centre, CSIRO, Brisbane, Australia.
| | - Koa Whittingham
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.
| | - Jane Wotherspoon
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.
| | - Kath Benfer
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.
| | - Simona Fiori
- Department of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy; Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.
| | - Robert S Ware
- Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, Australia.
| | - Roslyn N Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia.
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Burgess A, Boyd RN, Chatfield MD, Ziviani J, Wotherspoon J, Sakzewski L. Hand function and self-care in children with cerebral palsy. Dev Med Child Neurol 2021; 63:576-583. [PMID: 33354794 DOI: 10.1111/dmcn.14783] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/16/2020] [Indexed: 11/30/2022]
Abstract
AIM To examine the relationship between self-care and bimanual performance in children aged 8 to 12 years with cerebral palsy (CP). METHOD This was a cross-sectional study of 74 children with CP (unilateral n=30, bilateral n=44; 48 males, 26 females; median age 9y 8mo [25th, 75th centiles 9y 1mo, 10y 8mo], Manual Abilities Classification System level I=30, II=28, III=16). Self-care was measured using the Pediatric Evaluation of Disability Inventory-Computer Adaptive Test (PEDI-CAT), and bimanual performance using the Assisting Hand Assessment (AHA) and Both Hands Assessment (BoHA). Measures of cognition, behavioural regulation, inattention, and gross motor function were included. Analyses used a directed acyclic graph to select variables for linear regression modelling. RESULTS Higher AHA and BoHA scores were associated with higher PEDI-CAT scores. An increase of 1 AHA unit was associated with an increase of 0.12 PEDI-CAT scores, and a 1 BoHA unit increase was associated with an increase of 0.17 PEDI-CAT scores. The BoHA accounted for 57% of variance in PEDI-CAT scores for children with bilateral CP, while BoHA and cognition accounted for 68% of variance. The AHA accounted for 40% of variance in PEDI-CAT scores for unilateral CP with no effect of cognition on self-care. INTERPRETATION Self-care was strongly and positively associated with bimanual performance. Associations between self-care and bimanual performance differed for those with unilateral and bilateral CP. WHAT THIS PAPER ADDS There is a strong positive relationship between self-care and bimanual performance for unilateral and bilateral cerebral palsy (CP). Both Hands Assessment (BoHA) scores have a stronger association with self-care than Assisting Hand Assessment scores. BoHA scores also account for more variation in self-care. There is a strong positive relationship between self-care and cognition overall. The effect of cognition on self-care performance differed for bilateral and unilateral CP.
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Affiliation(s)
- Andrea Burgess
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Roslyn N Boyd
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Mark D Chatfield
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Jenny Ziviani
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Jane Wotherspoon
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Leanne Sakzewski
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
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Burgess A, Boyd RN, Chatfield MD, Ziviani J, Sakzewski L. Hand Function in 8- to 12-Year-Old Children with Bilateral Cerebral Palsy and Interpretability of the Both Hands Assessment. Phys Occup Ther Pediatr 2021; 41:358-371. [PMID: 33334218 DOI: 10.1080/01942638.2020.1856286] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
AIM To describe bimanual performance in a sample of Australian children with bilateral cerebral palsy (CP) and, examine the qualitative meaning (or interpretability) of scores on the Both Hands Assessment (BoHA). METHODS Children with bilateral CP aged 8-12 years (n = 54) classified Manual Ability Classification System (MACS) level I = 20, II = 18, III = 16 were examined using the BoHA. RESULTS Bimanual performance was significantly different across MACS levels I-III (p < 0.001). Mean (95%CI) BoHA-unit for each MACS level were I = 85 (81-89), II = 72 (68-76) and III = 53 (49-56). Children with asymmetrical hand use (≥ 20% difference between upper limbs, n = 10) were classified MACS levels II and III and had a mean (95%CI) BoHA-unit of 56 (51-62). Children with symmetrical hand use were classified in MACS level I-III and had a mean (95%CI) BoHA-unit of 74 (70-79). CONCLUSIONS The BoHA quantified observations of bimanual performance for children with bilateral CP, differentiated between MACS levels I-III and provided clinically meaningful information. The BoHA may facilitate tailoring of upper limb intervention. Future research is recommended to examine inter-rater and intra-rater reliability and responsiveness of the BoHA, as well as longitudinal studies of bimanual hand skill development in children with bilateral CP.
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Affiliation(s)
- Andrea Burgess
- The University of Queensland, Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Centre, South Brisbane, Australia
| | - Roslyn Nancy Boyd
- The University of Queensland, Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Centre, South Brisbane, Australia
| | - Mark David Chatfield
- The University of Queensland, Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Centre, South Brisbane, Australia
| | - Jenny Ziviani
- The University of Queensland, Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Centre, South Brisbane, Australia
| | - Leanne Sakzewski
- The University of Queensland, School of Health and Rehabilitation Sciences, Brisbane, Australia
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Abstract
PURPOSE To determine longitudinal change in sedentary behavior in children with cerebral palsy (CP) from 1.5 to 12 years. METHODS Ninety-one children, Gross Motor Function Classification System (GMFCS) levels I to III, who participated in a large longitudinal cohort study were participants. Longitudinal change was analyzed in objectively measured sedentary behavior and associations with sex, body mass index Z score, and socioeconomic status. Moderate-vigorous intensity physical activity (MVPA) was estimated at 8 to 12 years. RESULTS Average sedentary minutes/day peaked at 4 years in children at GMFCS I and 5 years in children at GMFCS II to III, then plateaued. Male sex was associated with increased sedentary behavior. At 8 to 12 years, children at GMFCS I, II, and III accumulated on average 54, 47, and 14 minutes/day, respectively, of MVPA. CONCLUSIONS When measured to 12 years, sedentary behavior peaks by 5 years for children with CP who are walking with differences in trajectory according to GMFCS.
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Burgess A, Boyd RN, Chatfield MD, Ziviani J, Sakzewski L. Self-care performance in children with cerebral palsy: a longitudinal study. Dev Med Child Neurol 2020; 62:1061-1067. [PMID: 32430913 DOI: 10.1111/dmcn.14561] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/23/2020] [Indexed: 11/28/2022]
Abstract
AIM To investigate self-care developmental trajectories in children with cerebral palsy (CP) across all functional ability levels, according to Manual Ability Classification System (MACS) levels. METHOD This was a prospective longitudinal population-based study of 71 children aged from 2 years 6 months to 12 years, with CP (47 [66%] males, 24 [34%] females). Pediatric Evaluation of Disability Inventory (PEDI) measures were taken at 2 years 6 months, 3, 4, and 5 years, and the PEDI - Computer Adaptive Test (PEDI-CAT) between 8 and 12 years. At 8 to 12 years, children were classified in MACS levels I (21; 30%), II (22; 31%), III (16; 23%), IV (6; 8%), and V (6; 8%). Longitudinal analysis of the PEDI Functional Skills Scale self-care and PEDI-CAT daily activities domains used the published linking equation, and multilevel mixed-effects regression modelling with interaction between age and MACS. RESULTS Between 5 and 12 years of age, children classified in MACS levels I to III continued to show progress in self-care development (PEDI-CAT scaled scores estimated change per year: I, 0.72; II, 0.49; III, 0.48). Children classified in MACS level IV showed an upward non-significant trend between 5 and 8 to 12 years (estimated change 0.42; 95% confidence interval [CI] -0.04 to 0.88). Children in MACS level V showed a decline in self-care (estimated change: -0.65; 95% CI -1.16 to -0.14). INTERPRETATION Self-care development attained by 8 to 12 years of age was related to the severity of manual ability impairment. Application of the linking equation from PEDI to PEDI-CAT is somewhat uncertain at the extreme lower end of the scale. Our study supports recommendations for items to be added to the PEDI-CAT to address floor effect.
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Affiliation(s)
- Andrea Burgess
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Roslyn N Boyd
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Mark D Chatfield
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
| | - Jenny Ziviani
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Leanne Sakzewski
- Faculty of Medicine, Queensland Cerebral Palsy and Rehabilitation Research Centre, Child Health Research Centre, The University of Queensland, Brisbane, QLD, Australia
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Ahmadi MN, O’Neil ME, Baque E, Boyd RN, Trost SG. Machine Learning to Quantify Physical Activity in Children with Cerebral Palsy: Comparison of Group, Group-Personalized, and Fully-Personalized Activity Classification Models. SENSORS 2020; 20:s20143976. [PMID: 32708963 PMCID: PMC7411900 DOI: 10.3390/s20143976] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 07/09/2020] [Accepted: 07/16/2020] [Indexed: 11/16/2022]
Abstract
Pattern recognition methodologies, such as those utilizing machine learning (ML) approaches, have the potential to improve the accuracy and versatility of accelerometer-based assessments of physical activity (PA). Children with cerebral palsy (CP) exhibit significant heterogeneity in relation to impairment and activity limitations; however, studies conducted to date have implemented “one-size fits all” group (G) models. Group-personalized (GP) models specific to the Gross Motor Function Classification (GMFCS) level and fully-personalized (FP) models trained on individual data may provide more accurate assessments of PA; however, these approaches have not been investigated in children with CP. In this study, 38 children classified at GMFCS I to III completed laboratory trials and a simulated free-living protocol while wearing an ActiGraph GT3X+ on the wrist, hip, and ankle. Activities were classified as sedentary, standing utilitarian movements, or walking. In the cross-validation, FP random forest classifiers (99.0–99.3%) exhibited a significantly higher accuracy than G (80.9–94.7%) and GP classifiers (78.7–94.1%), with the largest differential observed in children at GMFCS III. When evaluated under free-living conditions, all model types exhibited significant declines in accuracy, with FP models outperforming G and GP models in GMFCS levels I and II, but not III. Future studies should evaluate the comparative accuracy of personalized models trained on free-living accelerometer data.
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Affiliation(s)
- Matthew N. Ahmadi
- Institute of Health and Biomedical Innovation at Queensland Centre for Children’s Health Research, Queensland University of Technology, South Brisbane 4101, Australia; (M.N.A.); (E.B.)
- Faculty of Health, School of Exercise and Nutrition Sciences, Queensland University of Technology, Kelvin Grove 4059, Australia
| | - Margaret E. O’Neil
- Department of Rehabilitation and Regenerative Medicine, Columbia University Irving Medical Center, New York, NY 10032, USA;
| | - Emmah Baque
- Institute of Health and Biomedical Innovation at Queensland Centre for Children’s Health Research, Queensland University of Technology, South Brisbane 4101, Australia; (M.N.A.); (E.B.)
- School of Allied Health Sciences, Griffith University, Gold Coast 4215, Queensland, Australia
| | - Roslyn N. Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, UQ Child Health Research Centre, Faculty of Medicine, The University of Queensland, South Brisbane 4101, Australia;
| | - Stewart G. Trost
- Institute of Health and Biomedical Innovation at Queensland Centre for Children’s Health Research, Queensland University of Technology, South Brisbane 4101, Australia; (M.N.A.); (E.B.)
- Faculty of Health, School of Exercise and Nutrition Sciences, Queensland University of Technology, Kelvin Grove 4059, Australia
- Correspondence: ; Tel.: +61-7-3069-7301
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Jiang H, Liu H, He H, Yang J, Liu Z, Huang T, Lyu J, Li X. Specific White Matter Lesions Related to Motor Dysfunction in Spastic Cerebral Palsy: A Meta-analysis of Diffusion Tensor Imaging Studies. J Child Neurol 2020; 35:146-154. [PMID: 31646936 DOI: 10.1177/0883073819879844] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Assessing motor impairment in spastic cerebral palsy is a key factor in the treatment and rehabilitation of patients. We intend to investigate the correlation between diffusion tensor imaging properties of sensorimotor pathways and motor function in spastic cerebral palsy using meta-analysis, and to determine specific white matter lesions that are closely related to motor dysfunction in spastic cerebral palsy. METHODS We conducted a literature search of PubMed, Embase, Scopus, and Web of Science databases to identify trials published from January 1999 to January 2019 that had evaluated the correlation between fractional anisotropy and motor function scores in spastic cerebral palsy. Correlation coefficient (r) values were extracted for each study, and the extent of r was quantitatively explored. The r values between fractional anisotropy within different sensorimotor pathways and motor function scores were pooled respectively. RESULTS Nineteen studies involving 504 children with spastic cerebral palsy, were included. Fractional anisotropy in both sensory and motor pathways significantly correlated with motor function scores. However, compared with the corticospinal tract and thalamic radiation, fractional anisotropy in the posterior limb of the internal capsule correlated more strongly with gross motor function classification system and upper limb motor function (r = -0.71, 95% confidence interval [CI] -0.80 to -0.60; r = 0.73, 95% CI 0.60-0.82, respectively; P < .05). CONCLUSIONS Fractional anisotropy within the posterior limb of the internal capsule is more closely related to motor dysfunction and can potentially be a biomarker for evaluating the degree of motor impairment in spastic cerebral palsy.
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Affiliation(s)
- Haoxiang Jiang
- The Key Laboratory of Biomedical Information Engineering of the Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
- Department of Diagnostic Radiology, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
- Department of Diagnostic Radiology, Xi'an Children Hospital, Xi'an, China
| | - Heng Liu
- The Key Laboratory of Biomedical Information Engineering of the Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
- Department of Diagnostic Radiology, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Hairong He
- Department of Clinical Research Center, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Jian Yang
- The Key Laboratory of Biomedical Information Engineering of the Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
- Department of Diagnostic Radiology, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Zhe Liu
- Department of Diagnostic Radiology, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Tingting Huang
- Department of Diagnostic Radiology, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Jun Lyu
- Department of Clinical Research Center, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
| | - Xianjun Li
- Department of Diagnostic Radiology, The First Affiliated Hospital, Xi'an Jiaotong University, Xi'an, China
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García-Galant M, Blasco M, Reid L, Pannek K, Leiva D, Laporta-Hoyos O, Ballester-Plané J, Miralbell J, Caldú X, Alonso X, Toro-Tamargo E, Meléndez-Plumed M, Gimeno F, Coronas M, Soro-Camats E, Boyd R, Pueyo R. Study protocol of a randomized controlled trial of home-based computerized executive function training for children with cerebral palsy. BMC Pediatr 2020; 20:9. [PMID: 31910803 PMCID: PMC6945450 DOI: 10.1186/s12887-019-1904-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 12/24/2019] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Cerebral palsy (CP) is frequently associated with specific cognitive impairments, such as executive dysfunction which are related to participation and quality of life (QOL). The proposed study will examine whether a computerized executive function (EF) training programme could provide superior benefits for executive functioning, participation, QOL and brain plasticity, as compared to usual care. METHODS A single-blind randomized controlled trial (RCT) design will be performed. Thirty children with CP aged 8 to 12 years will participate in a home-based computerized multi-modal executive training programme (12 weeks, 5 days a week, 30 min a day training, total dose = 30 h). Thirty children with CP matched by age, sex, motor and intelligence quotient (IQ) will compose the waitlist group. Cognitive, behavioural, emotional, participation and QOL measures will be obtained at three time points: before, immediately after and 9 months after completing the training. Additionally, structural and functional (resting state) magnetic resonance images (MRI) will be obtained in a subsample of 15 children from each group. Outcomes between groups will be compared following standard principles for RCTs. DISCUSSION The study will test whether the cognitive training programme exerts a positive effect not only on neuropsychological and daily functioning of children with CP but also on other measures such as participation and QOL. We will also use brain MRI to test brain functional and structural changes after the intervention. If this on-line and home-based training programme proves effective, it could be a cost-effective intervention with short- and long-term effects on EF, participation or QOL in CP. TRIAL REGISTRATION ClinicalTrials.gov: NCT04025749. Registered 19 July 2019. Retrospectively registered.
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Affiliation(s)
- María García-Galant
- Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Neurociències, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Recerca Sant Joan de Déu, Passeig de Sant Joan de Déu 2, Barcelona, 08950, Spain
| | - Montse Blasco
- Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Neurociències, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Recerca Sant Joan de Déu, Passeig de Sant Joan de Déu 2, Barcelona, 08950, Spain
| | - Lee Reid
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Brockway 65, Brisbane, 6014, Queensland, Australia
| | - Kerstin Pannek
- Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Brockway 65, Brisbane, 6014, Queensland, Australia
- Queensland Cerebral Palsy and Rehabilitation Research Centre, The University of Queensland, Graham 62, Brisbane, 4101, Queensland, Australia
| | - David Leiva
- Departament de Psicologia Social i Psicologia Quantitativa, Universitat de Barcelona, Barcelona, 08035, Spain
| | - Olga Laporta-Hoyos
- Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Neurociències, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Recerca Sant Joan de Déu, Passeig de Sant Joan de Déu 2, Barcelona, 08950, Spain
| | - Júlia Ballester-Plané
- Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Neurociències, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Recerca Sant Joan de Déu, Passeig de Sant Joan de Déu 2, Barcelona, 08950, Spain
| | - Júlia Miralbell
- Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Neurociències, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Recerca Sant Joan de Déu, Passeig de Sant Joan de Déu 2, Barcelona, 08950, Spain
| | - Xavi Caldú
- Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Neurociències, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Institut de Recerca Sant Joan de Déu, Passeig de Sant Joan de Déu 2, Barcelona, 08950, Spain
| | - Xènia Alonso
- Servei de Neurologia, Hospital Universitari Sant Joan de Déu, Passeig Sant Joan de Déu 2, Barcelona, 08950, Spain
| | - Esther Toro-Tamargo
- Servei de Rehabilitació i Medicina Física, Hospital Universitari Vall d'Hebron, Passeig Vall d'Hebron 119-129, Barcelona, 08035, Spain
| | - Mar Meléndez-Plumed
- Servei de Rehabilitació i Medicina Física, Hospital Universitari Vall d'Hebron, Passeig Vall d'Hebron 119-129, Barcelona, 08035, Spain
| | - Francisca Gimeno
- Serveis de Rehabilitació, Associació de la Paràlisi Cerebral (ASPACE), Camí Tres Pins 31-35, Barcelona, 08038, Spain
| | - Marc Coronas
- Departament de Cognició, Desenvolupament i Psicologia de l'Educació, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Unitat de Tècniques Augmentatives de Comunicació (UTAC), Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
| | - Emili Soro-Camats
- Departament de Cognició, Desenvolupament i Psicologia de l'Educació, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
- Unitat de Tècniques Augmentatives de Comunicació (UTAC), Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain
| | - Roslyn Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, The University of Queensland, Graham 62, Brisbane, 4101, Queensland, Australia
| | - Roser Pueyo
- Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain.
- Institut de Neurociències, Universitat de Barcelona, Passeig Vall d'Hebron 171, Barcelona, 08035, Spain.
- Institut de Recerca Sant Joan de Déu, Passeig de Sant Joan de Déu 2, Barcelona, 08950, Spain.
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Burgess A, Boyd R, Ziviani J, Chatfield MD, Ware RS, Sakzewski L. Stability of the Manual Ability Classification System in young children with cerebral palsy. Dev Med Child Neurol 2019; 61:798-804. [PMID: 30632141 DOI: 10.1111/dmcn.14143] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/04/2018] [Indexed: 11/26/2022]
Abstract
AIM To examine the stability over time of the Manual Ability Classification System (MACS) levels in children with cerebral palsy (CP) aged 18 to 60 months. METHOD This was a prospective longitudinal population-based study of 252 Australian children (160 males [63%] 92 females [37%]; mean age [SD] 41.7mo [14], range 17.2mo-69.2mo) with CP. Children were classified at 18 months (n=70), 24 months (n=131), 30 months (n=173), 36 months (n=209), 48 months (n=226), and 60 months (n=221) of age. Stability of the MACS was examined using the proportion of specific positive agreement and transition proportions, which are measures of agreement. RESULTS There were 1030 unique observations, with each of the 252 participants seen between two and six occasions (median=4). Average specific positive agreement over the study period was 76% for MACS level I, 67% for level II, 50% for level III, 51% for level IV, and 83% for level V. MACS levels I and V have the highest degree of stability, while levels III and IV have the lowest. We show how this may be explained by the proportion of children in each MACS level. INTERPRETATION Using measures of agreement rather than measures of reliability provides accurate information when measuring stability over time of an ordinal classification system. The relative stability of MACS levels can be explained by the proportion of children in each level. WHAT THIS PAPER ADDS Children classified in Manual Ability Classification System (MACS) levels III and IV change levels at next assessment about 50% of the time. Children should be assessed with the MACS regularly, particularly those in levels III and IV. Stability within ordinal classification level categories can be predicted using a measurement error model. Transition proportions or specific agreement is recommended for reporting stability of ordinal classification systems.
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Affiliation(s)
- Andrea Burgess
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Roslyn Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Jenny Ziviani
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Australia
| | - Mark D Chatfield
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
| | - Robert S Ware
- Menzies Health Institute Queensland, Griffith University, Brisbane, Australia.,Queensland Centre for Intellectual and Developmental Disability, The University of Queensland, Brisbane, Australia
| | - Leanne Sakzewski
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia
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Burgess A, Boyd RN, Ziviani J, Ware RS, Sakzewski L. Self-care and manual ability in preschool children with cerebral palsy: a longitudinal study. Dev Med Child Neurol 2019; 61:570-578. [PMID: 30294776 DOI: 10.1111/dmcn.14049] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/07/2018] [Indexed: 02/03/2023]
Abstract
AIM To describe longitudinal development of self-care and its relationship to manual ability in children with cerebral palsy (CP) aged 18 months to 5 years across all functional abilities. METHOD This was a prospective longitudinal population-based study of 290 children with CP (178 [61%] males, 112 [39%] females). Self-care was assessed using the Pediatric Evaluation of Disability Inventory (PEDI). At 60 months (n=242), children were classified using the Manual Ability Classification System (MACS); 113 in level I (47%), 61 in MACS level II (25%), 24 in MACS level III (10%), 14 in MACS level IV (6%), and 30 in MACS level V (12%). Measures were taken at 18 months, 24 months, 30 months, 36 months, 48 months, and 60 months of age. Longitudinal analyses were performed using mixed-effects linear regression models. RESULTS Self-care development achieved by 60 months was negatively associated with the severity of manual ability impairment. Distinct self-care developmental trajectories were found with estimated changes in PEDI self-care scaled scores per month: 0.61 for MACS level I, 0.46 for MACS levels II, 0.31 for MACS level III, 0.16 for MACS level IV, and 0.03 for MACS level V. Children classified in MACS level V had the lowest level of self-care skills at 18 months and showed no progress in self-care development. INTERPRETATION This study reports rate of self-care development in preschool children with CP. Self-care performance was highest in children with greatest manual ability. Clinicians may use rates of change to predict or monitor self-care performance. PEDI trajectories inform goal setting in discussions with families regarding expected levels of independence in self-care. WHAT THIS PAPER ADDS Distinct self-care developmental trajectories in children with cerebral palsy were found according to Manual Ability Classification System (MACS) levels. Children in MACS levels IV and V with epilepsy did not show any significant change in self-care. Children in MACS levels IV and V without epilepsy demonstrated small yet significant gains in self-care performance.
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Affiliation(s)
- Andrea Burgess
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Roslyn N Boyd
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Jenny Ziviani
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Robert S Ware
- Menzies Health Institute Queensland, Griffith University, Brisbane, Queensland, Australia.,Queensland Centre for Intellectual and Developmental Disability, The University of Queensland, Brisbane, Queensland, Australia
| | - Leanne Sakzewski
- Queensland Cerebral Palsy and Rehabilitation Research Centre, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
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