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Treatment response prediction of rehabilitation program in children with cerebral palsy using radiomics strategy: protocol for a multicenter prospective cohort study in west China.

ABSTRACT: Background:Cerebral palsy (CP) is a major cause of chronic childhood disability worldwide, causing activity limitation as well as impairments in sensation, cognition, and communication. Leveraging biomarkers to establish individualized predictions of future treatment responses will be of great value. We aim to develop and validate a model that can be used to predict the individualized treatment response in Children with CP. Methods:A multicenter prospective cohort study will be conducted in 4 hospitals in west China. One hundred and thirty children with CP will be recruited and undergo clinical assessment using the Peabody Developmental Motor Scales, Manual Ability Classification System (MACS), Hand Assessment for Infants (HAI), Assisting Hand Assessment (AHA), and Gross Motor Function Classification System (GMFCS). The data collected will include MRI image, clinical status, and socioeconomic status. The clinical information and MRI features extracted using radiomics strategy will be combined for exploratory analysis. The accuracy, sensitivity, and specificity of the model will be assessed using multiple modeling methodologies. Internal and external validation will be used to evaluate the performance of the radiomics model. Discussion:We hypothesized that the findings from this study could provide a critical step towards the prediction of treatment response in children with CP, which could also complement other biomarkers in the development of precision medicine approaches for this severe disorder. Trial registration:The study was registered with clinicaltrials.gov (NCT02979743).

SUBMITTER: Liu H

PROVIDER: S-EPMC6732071 | biostudies-literature | 2019 Aug

REPOSITORIES: biostudies-literature

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Treatment response prediction of rehabilitation program in children with cerebral palsy using radiomics strategy: protocol for a multicenter prospective cohort study in west China.

Liu Heng H Jiang Haoxiang H Wang Xiaoyu X Zheng Jie J Zhao Huifang H Cheng Yannan Y Tao Xingxing X Wang Miaomiao M Liu Congcong C Huang Ting T Wu Liang L Jin Chao C Li Xianjun X Wang Hui H Yang Jian J

Quantitative imaging in medicine and surgery 20190801 8

<h4>Background</h4>Cerebral palsy (CP) is a major cause of chronic childhood disability worldwide, causing activity limitation as well as impairments in sensation, cognition, and communication. Leveraging biomarkers to establish individualized predictions of future treatment responses will be of great value. We aim to develop and validate a model that can be used to predict the individualized treatment response in Children with CP.<h4>Methods</h4>A multicenter prospective cohort study will be co ...[more]

PMID: 31559169

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Project description:ObjectiveThe objective of this study was to assess the rehabilitation status and factors associated with rehabilitation service utilisation among children with cerebral palsy (CP) in Bangladesh.Materials and methodsThis is a population-based surveillance study conducted among children with CP registered in the Bangladesh CP Register (BCPR), the first population-based register of children with CP aged <18 years (y) in Bangladesh. Children with CP were identified from the community using the key informant method and underwent a detailed neurodevelopmental assessment. Socio-demographic, clinical and rehabilitation status were documented. Unadjusted and adjusted analyses with a 95% confidence interval (CI) were used to identify potential predictors of rehabilitation service uptake.ResultsBetween January 2015 and December 2019, 2852 children with CP were registered in the BCPR (mean (standard deviation, SD) age: 7 y 8 months (mo) (4 y 7 mo), 38.5% female). Of these, 50.2% had received rehabilitation services; physiotherapy was the most common type of service (90.0%). The mean (SD) age at commencement of rehabilitation services was 3 y 10 mo (3 y 1 mo). The odds of not receiving rehabilitation was significantly higher among female children (adjusted odds ratio (aOR) 1.3 [95% CI: 1.0-1.7], children whose mothers were illiterate and primary level completed (aOR 2.1 [95% CI: 1.4-3.1] and aOR 1.5 [95% CI: 1.1-2.1], respectively), fathers were illiterate (aOR 1.9 [95% CI: 1.3-2.8]), had a monthly family income ~US$ 59-118 (aOR: 1.8 [95% CI: 1.2-2.6]), had hearing impairment (aOR: 2.3 [95% CI: 1.5-3.5]) and motor severity (i.e. Gross Motor Function Classification System level III (aOR: 0.6 [95% CI: 0.3-0.9]) and level V (aOR: 0.4 [95% CI: 0.2-0.7])).ConclusionsRehabilitation status was poor among the majority of the children with CP in the BCPR cohort, limiting their opportunities for functional improvement. A community-based rehabilitation model focusing on socio-demographic and clinical characteristics should be a public health priority in Bangladesh.

Project description:Factors promoting family adaptation to child's disability are poorly studied together. The aim of the study was to describe the family adaptation to disability and to identify determinants associated with using a global theoretical model.286 families of teenagers [13-17 years] with cerebral palsy (CP) from 4 European disability registers were included and visited at home. Face to face interviews were performed in order to measure parental distress, perceived impact in various dimensions of family life, family resources and stressors. Relationships were modelled with structural equations.31.8% of parents living with an adolescent with CP showed clinically significant high stress requiring professional assistance. The main stressors were the level of motor impairment and behavioural disorders in adolescent. A good family functioning was the best protective factor. Respite in care and a parents' positive attitude were significantly related to less parental distress. Material support, socioeconomical level, marital status or parental qualifications did not appear to be significant protector factors.Particular attention must be paid not only on physical condition but also on adolescent psychological problems to improve family adaptation. Families at risk of experiencing severe distress should be targeted early and proactive caregiver interventions on the whole family should be performed.Family is a dynamic system: facing disability, it tries to recover its balance with available resources and its perception of the situation. Literature highlights potential stressors and protecting factors that could affect the disabled child's family adaptation but few papers study a global model including most of these factors. This study validated a global theoretical model of family adaptation to disability at adolescence. It identified behaviour disorders and motor impairment level as main stressors, family functioning as the largest protecting factors, and equipment and financial support as non significant protective factors.

Project description:BACKGROUND:Swallowing impairment (dysphagia) following brain injury can lead to life-threatening complications such as dehydration, aspiration pneumonia and acute choking episodes. In adult therapeutic practice, there is research and clinical evidence to support the use of swallowing exercises to improve swallowing physiology in dysphagia; however, the use of these exercises in treating children with dysphagia is largely unexplored. Fundamental questions remain regarding the feasibility and effectiveness of using swallowing exercises with children. This review aims to outline the published literature on exercise-based treatment methods used in the rehabilitation of dysphagia secondary to an acquired brain injury across the lifespan. This will allow the range and effects of interventions utilised to be mapped alongside differential practices between adult and child populations to be formally documented, providing the potential for discussions with clinicians about which rehabilitative interventions might be appropriate for further trial in paediatrics. METHODS:This study will use a scoping review framework to identify and systematically review the existing literature using Joanna Briggs Institute (JBI) and Preferred Reporting Items for Systematic Reviews (PRISMA) scoping review guidelines. Electronic databases (MEDLINE, PubMed, Cumulative Index to Nursing and Allied Health Literature (CINAHL) and Allied and Complementary Medicine Database (AMED)), grey literature and the reference lists of key texts including systematic reviews will be searched. Information about the rehabilitation design, dosage and intensity of exercise programmes used as well as demographic information such as the age of participants and aetiology of dysphagia will be extracted. The number of articles in each area and the type of data source will be presented in a written and visual format. Comparison between the literature in adult and child populations will be discussed. DISCUSSION:This review is unique as it directly compares dysphagia rehabilitation in adults with that of a paediatric population in order to formally identify and discuss the therapeutic gaps in child dysphagia rehabilitation. The results will inform the next stage of research, looking into the current UK-based speech and language therapy practices when working with children with acquired dysphagia. SYSTEMATIC REVIEW REGISTRATION:Open science framework osf.io/ja4dr.

Project description:BackgroundDespite being a common procedure, there are no standard protocols for postoperative immobilization and rehabilitation following reconstructive hip surgery in children with cerebral palsy (CP). The purpose of this study was to investigate variability in postoperative management and physical therapy (PT) recommendations among orthopaedic surgeons treating hip displacement in children with CP.MethodsAn invitation to participate in an anonymous, online survey was sent to 44 pediatric orthopaedic surgeons. The case of a child undergoing bilateral femoral varus derotation osteotomies and adductor tenotomies was presented. Surgeons were asked to consider their typical practice and the case scenario when answering questions related to immobilization, weight-bearing, and rehabilitation. Recommendations with increasingly complex surgical interventions and different age or level of motor function were also assessed.ResultsTwenty-eight orthopaedic surgeons from 9 countries with a mean 21.3 years (range: 5 to 40 y) of experience completed the survey. Postoperative immobilization was recommended by 86% (24/28) of respondents with 7 different methods of immobilization identified. All but 1 (23/24) reported immobilizing full time. Most (20/23) reported using immobilization for 4 to 6 weeks. Return to weight-bearing varied from 0 to 6 weeks for partial weight-bearing and 0 to 12 weeks for full weight-bearing. PT in the first 1 to 2 weeks postoperatively was reported as unnecessary by 29% (8/28) of surgeons. PT for range of motion, strengthening, and return to function was recommended by 96% (27/28) of surgeons, starting at a mean of 2.6 weeks postoperatively (range: 0 to 16 wk). Only 48% (13/27) reported all of their patients would receive PT for these goals in their practice setting. Inpatient rehabilitation was available for 75% (21/28) but most surgeons (17/21) reported this was accessed by 20% or fewer of their patients.ConclusionsPostoperative immobilization and PT recommendations were highly variable among surgeons. This variability may influence surgical outcomes and complication rates and should be considered when evaluating procedures. Further study into the impact of postoperative immobilization and rehabilitation is warranted.

Dataset Information

Treatment response prediction of rehabilitation program in children with cerebral palsy using radiomics strategy: protocol for a multicenter prospective cohort study in west China.

Publications

Treatment response prediction of rehabilitation program in children with cerebral palsy using radiomics strategy: protocol for a multicenter prospective cohort study in west China.

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