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Chevignard M, Câmara-Costa H, Dellatolas G. Predicting and improving outcome in severe pediatric traumatic brain injury. Expert Rev Neurother 2024; 24:963-983. [PMID: 39140714 DOI: 10.1080/14737175.2024.2389921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 08/05/2024] [Indexed: 08/15/2024]
Abstract
INTRODUCTION Severe pediatric traumatic brain injury (spTBI), including abusive head trauma (AHT) in young children, is a major public health problem. Long-term consequences of spTBI include a large variety of physical, neurological, biological, cognitive, behavioral and social deficits and impairments. AREAS COVERED The present narrative review summarizes studies and reviews published from January 2019 to February 2024 on spTBI. Significant papers published before 2019 were also included. The article gives coverage to the causes of spTBI, its epidemiology and fatality rates; disparities, inequalities, and socioeconomic factors; critical care; outcomes; and interventions. EXPERT OPINION There are disparities between countries and according to socio-economic factors regarding causes, treatments and outcomes of spTBI. AHT has an overall poor outcome. Adherence to critical care guidelines is imperfect and the evidence-base of guidelines needs further investigations. Neuroimaging and biomarker predictors of outcomes is a rapidly evolving domain. Long-term cognitive, behavioral and psychosocial difficulties are the most prevalent and disabling. Their investigation should make a clear distinction between objective (clinical examination, cognitive tests, facts) and subjective measures (estimations using patient- and proxy-reported questionnaires), considering possible common source bias in reported difficulties. Family/caregiver-focused interventions, ecological approaches, and use of technology in delivery of interventions are recommended to improve long-term difficulties after spTBI.
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Affiliation(s)
- Mathilde Chevignard
- Rehabilitation Department for Children with Acquired Neurological Injury, Saint Maurice Hospitals, Saint Maurice, France
- Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale (LIB), Paris, France
- Sorbonne Université, GRC 24 Handicap Moteur Cognitif et Réadaptation (HaMCRe), AP-HP, Paris, France
| | - Hugo Câmara-Costa
- Rehabilitation Department for Children with Acquired Neurological Injury, Saint Maurice Hospitals, Saint Maurice, France
- Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale (LIB), Paris, France
- Sorbonne Université, GRC 24 Handicap Moteur Cognitif et Réadaptation (HaMCRe), AP-HP, Paris, France
| | - Georges Dellatolas
- Sorbonne Université, GRC 24 Handicap Moteur Cognitif et Réadaptation (HaMCRe), AP-HP, Paris, France
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Câmara-Costa H, Bayen E, Francillette L, Toure H, Meyer P, Laurence W, Dellatolas G, Chevignard M. Parental report of levels of care and needs 7-years after severe childhood traumatic brain injury: Results of the traumatisme grave de l'Enfant (TGE) cohort study. APPLIED NEUROPSYCHOLOGY. CHILD 2024; 13:152-164. [PMID: 36353798 DOI: 10.1080/21622965.2022.2142792] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
This study investigated parental reports of the level of care and needs 7-years following severe childhood traumatic brain injury (TBI), and the factors associated with this outcome. From the 65 children (0-15 years) consecutively admitted to the Parisian regional TBI reference intensive care unit following severe TBI, included in this prospective longitudinal study, 39 patients [M(SD) age at injury = 7.5 years (4.6) and assessment 15.3(4.4)] were followed 7-years post-injury and matched with a control group composed of typically developing participants (n = 34) matched by age, sex and parental education level. We used the Care and Need Scale (CANS) and its Pediatric version (PCANS) to assess the primary outcome 7-years post-injury. Concurrent measures included overall level of disability, and parent- and/or self-reported questionnaires assessing executive functioning, behavior, quality of life, fatigue, participation and caregivers' burden. The level of care and needs was significantly higher in the TBI group than in the control group, the difference being significant with the CANS only. PCANS scores were extremely variable in the control group. High level of dependency was associated with initial TBI severity (higher coma duration and initial Injury Severity Score), higher levels of behavioral problems, executive function deficits, fatigue, and lower participation levels. Caregivers' burden was strongly associated with the CANS. The CANS provides a simple and reliable measure of the support needed long-term after childhood TBI, in accordance with previous studies. The PCANS scores were not significantly different between the TBI and the control groups, which seems to illustrate the difficulty to assess accurately mild-to-moderate deficits of functional independence/adaptive behavior in children based exclusively on parental reports.
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Affiliation(s)
- Hugo Câmara-Costa
- Sorbonne Université, Laboratoire d'Imagerie Biomédicale, LIB, CNRS, INSERM, Paris, France
- Sorbonne Université, GRC 24, Handicap Moteur et Cognitif et Réadaptation - HaMCre, Paris, France
| | - Eléonore Bayen
- Sorbonne Université, Laboratoire d'Imagerie Biomédicale, LIB, CNRS, INSERM, Paris, France
- Sorbonne Université, GRC 24, Handicap Moteur et Cognitif et Réadaptation - HaMCre, Paris, France
- Department of Physical Rehabilitation Medicine, Pitié-Salpêtrière Hospital (AP-HP), Paris, France
| | - Leila Francillette
- Sorbonne Université, Laboratoire d'Imagerie Biomédicale, LIB, CNRS, INSERM, Paris, France
| | - Hanna Toure
- Rehabilitation Department for Children with Acquired Brain Injury, Outreach Team for Children and Adolescents with Acquired Brain Injury; Saint Maurice Hospitals, Saint Maurice, France
| | - Philippe Meyer
- Assistance Publique des Hôpitaux de Paris (APHP), Centre - Université de Paris, Paris, France
| | - Watier Laurence
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM. UVSQ, Institut Pasteur, Université Paris-Saclay, Paris, France
| | - Georges Dellatolas
- Sorbonne Université, GRC 24, Handicap Moteur et Cognitif et Réadaptation - HaMCre, Paris, France
| | - Mathilde Chevignard
- Sorbonne Université, Laboratoire d'Imagerie Biomédicale, LIB, CNRS, INSERM, Paris, France
- Sorbonne Université, GRC 24, Handicap Moteur et Cognitif et Réadaptation - HaMCre, Paris, France
- Rehabilitation Department for Children with Acquired Brain Injury, Outreach Team for Children and Adolescents with Acquired Brain Injury; Saint Maurice Hospitals, Saint Maurice, France
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Câmara-Costa H, Viot S, Francillette L, Opatowski M, Toure H, Brugel D, Laurent-Vannier A, Meyer P, Watier L, Dellatolas G, Chevignard M. Memory functioning 7 years after severe childhood traumatic brain injury: Results of the Traumatisme Grave de l'Enfant study. J Neuropsychol 2021; 16:183-210. [PMID: 33856121 DOI: 10.1111/jnp.12247] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To explore memory functioning 7 years after severe paediatric traumatic brain injury (TBI), associated factors, and relationships with other outcomes. METHOD Children aged 0-15 years (n = 65), consecutively admitted over a 3-year period in a single trauma centre, who survived after severe non-inflicted TBI, were included in a prospective longitudinal study. Memory assessments were performed 7 years post-injury using the Children's Memory Scale or the Wechsler Memory Scale (WMS IV), according to age. The General Memory Score (GMS-7) was the primary outcome. RESULTS Thirty-seven patients were available for assessment at 7 years post-injury. Mean GMS-7 was in the low average range (M = 84.9, SD = 12.1). Lower GMS-7 was significantly associated with markers of higher injury severity, such as length of coma. One year post-injury functional and disability outcomes explained 74% of the variance of GMS-7. Concurrent intellectual ability and type of ongoing education correlated strongly with GMS-7. Age at injury and parental education were not associated with memory outcome. CONCLUSIONS Memory functioning is variable but often strongly impaired several years after severe paediatric TBI, and is mostly related to injury severity, functional outcomes measured 1 year post-injury, and concomitant cognitive and educational outcomes. GMS-7 was lower at 7 years than one year post-injury, supporting the importance of long term follow-up.
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Affiliation(s)
- Hugo Câmara-Costa
- Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, Paris, France.,Sorbonne Université, GRC 24 Handicap Moteur et Cognitif et Réadaptation (HaMCre), Paris, France
| | - Solène Viot
- Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France.,Physical and Rehabilitation Medicine Unit, Bordeaux University Hospital, Bordeaux, France
| | - Leila Francillette
- Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, Paris, France
| | - Marion Opatowski
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM. UVSQ, Institut Pasteur, Université Paris-Saclay, Paris, France
| | - Hanna Toure
- Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Dominique Brugel
- Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Anne Laurent-Vannier
- Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Philippe Meyer
- Pediatric Anesthesiology Department, Hôpital Necker Enfants Malades, Paris, France.,Faculté de Médecine René Descartes, Université Paris 5, Paris, France
| | - Laurence Watier
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM. UVSQ, Institut Pasteur, Université Paris-Saclay, Paris, France
| | - Georges Dellatolas
- Sorbonne Université, GRC 24 Handicap Moteur et Cognitif et Réadaptation (HaMCre), Paris, France
| | - Mathilde Chevignard
- Sorbonne Université, CNRS, INSERM, Laboratoire d'Imagerie Biomédicale, Paris, France.,Sorbonne Université, GRC 24 Handicap Moteur et Cognitif et Réadaptation (HaMCre), Paris, France.,Rehabilitation Department for Children with Acquired Brain Injury, and Outreach team for Children and Adolescents with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
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Wilson K, Lesica S, Donders J. Clinical Utility of the Child and Adolescent Memory Profile (ChAMP) After Pediatric Traumatic Brain Injury. Assessment 2020; 29:309-316. [DOI: 10.1177/1073191120976855] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Sixty-one children and adolescents with traumatic brain injury completed the Child and Adolescent Memory Profile (ChAMP; Sherman & Brooks, 2015) within 1 to 12 months post injury. Most of the ChAMP index scores demonstrated statistically significant negative correlations with time to follow commands following traumatic brain injury. Compared with demographically matched neurologically healthy controls, selected from the ChAMP standardization sample, participants with traumatic brain injury had statistically significantly lower scores on all ChAMP index scores but sensitivity and specificity were suboptimal. We conclude that the ChAMP has modest clinical utility as part of a more comprehensive evaluation of sequelae of traumatic brain injury in children and adolescents.
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Affiliation(s)
- Kate Wilson
- Mary Free Bed Rehabilitation Hospital, Grand Rapids, MI, USA
| | - Sofia Lesica
- Mary Free Bed Rehabilitation Hospital, Grand Rapids, MI, USA
| | - Jacobus Donders
- Mary Free Bed Rehabilitation Hospital, Grand Rapids, MI, USA
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Chevignard M, Câmara-Costa H, Dellatolas G. Pediatric traumatic brain injury and abusive head trauma. HANDBOOK OF CLINICAL NEUROLOGY 2020; 173:451-484. [PMID: 32958191 DOI: 10.1016/b978-0-444-64150-2.00032-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Childhood traumatic brain injury (TBI) commonly occurs during brain development and can have direct, immediately observable neurologic, cognitive, and behavioral consequences. However, it can also disrupt subsequent brain development, and long-term outcomes are a combination of preinjury development and abilities, consequences of brain injury, as well as delayed impaired development of skills that were immature at the time of injury. There is a growing number of studies on mild TBI/sport-related concussions, describing initial symptoms and their evolution over time and providing guidelines for effective management of symptoms and return to activity/school/sports. Mild TBI usually does not lead to long-term cognitive or academic consequences, despite reports of behavioral/psychologic issues postinjury. Regarding moderate to severe TBI, injury to the brain is more severe, with evidence of a number of detrimental consequences in various domains. Patients can display neurologic impairments (e.g., motor deficits, signs of cerebellar disorder, posttraumatic epilepsy), medical problems (e.g., endocrine pituitary deficits, sleep-wake abnormalities), or sensory deficits (e.g., visual, olfactory deficits). The most commonly reported deficits are in the cognitive-behavioral field, which tend to be significantly disabling in the long-term, impacting the development of autonomy, socialization and academic achievement, participation, quality of life, and later, independence and ability to enter the workforce (e.g., intellectual deficits, slow processing speed, attention, memory, executive functions deficits, impulsivity, intolerance to frustration). A number of factors influence outcomes following pediatric TBI, including preinjury stage of development and abilities, brain injury severity, age at injury (with younger age at injury most often associated with worse outcomes), and a number of family/environment factors (e.g., parental education and occupation, family functioning, parenting style, warmth and responsiveness, access to rehabilitation and care). Interventions should identify and target these specific factors, given their major role in postinjury outcomes. Abusive head trauma (AHT) occurs in very young children (most often <6 months) and is a form of severe TBI, usually associated with delay before appropriate care is sought. Outcomes are systematically worse following AHT than following accidental TBI, even when controlling for age at injury and injury severity. Children with moderate to severe TBI and AHT usually require specific, coordinated, multidisciplinary, and long-term rehabilitation interventions and school adaptations, until transition to adult services. Interventions should be patient- and family-centered, focusing on specific goals, comprising education about TBI, and promoting optimal parenting, communication, and collaborative problem-solving.
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Affiliation(s)
- Mathilde Chevignard
- Rehabilitation Department for Children with Acquired Neurological Injury and Outreach Team for Children and Adolescents with Acquired Brain Injury, Saint Maurice Hospitals, Saint Maurice, France; Laboratoire d'Imagerie Biomédicale, Sorbonne Université, Paris, France; GRC 24, Handicap Moteur et Cognitif et Réadaptation, Sorbonne Université, Paris, France.
| | - Hugo Câmara-Costa
- GRC 24, Handicap Moteur et Cognitif et Réadaptation, Sorbonne Université, Paris, France; Centre d'Etudes en Santé des Populations, INSERM U1018, Paris, France
| | - Georges Dellatolas
- GRC 24, Handicap Moteur et Cognitif et Réadaptation, Sorbonne Université, Paris, France
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Recla M, Molteni E, Manfredi V, Arrigoni F, Nordio A, Galbiati S, Pastore V, Modat M, Strazzer S. Feasibility Randomized Trial for an Intensive Memory-Focused Training Program for School-Aged Children with Acquired Brain Injury. Brain Sci 2020; 10:E430. [PMID: 32645968 PMCID: PMC7407971 DOI: 10.3390/brainsci10070430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Revised: 07/04/2020] [Accepted: 07/06/2020] [Indexed: 11/17/2022] Open
Abstract
(1) Background: Memory deficits are common sequelae of pediatric Acquired Brain Injury (ABI). Only methods for non-focused cognitive remediation are available to the pediatric field. The aims of this feasibility trial are the description, implementation, and test of an intensive program specific to the training and re-adaptation of memory function in children, called Intensive Memory-Focused Training Program (IM-FTP); (2) Methods: Eleven children and adolescents with ABI (mean age at injury = 12.2 years, brain tumor survivors excluded) were clinically assessed and rehabilitated over 1-month through IM-FTP, including physio-kinesis/occupational, speech, and neuropsychology treatments. Each patient received a psychometric evaluation and a brain functional MRI at enrollment and at discharge. Ten pediatric controls with ABI (mean age at injury = 13.8 years) were clinically assessed, and rehabilitated through a standard program; (3) Results: After treatment, both groups had marked improvement in both immediate and delayed recall. IM-FTP was associated with better learning of semantically related and unrelated words, and larger improvement in immediate recall in prose memory. Imaging showed functional modification in the left frontal inferior cortex; (4) Conclusions: We described an age-independent reproducible multidisciplinary memory-focused rehabilitation protocol, which can be adapted to single patients while preserving inter-subject comparability, and is applicable up to a few months after injury. IM-FTP will now be employed in a powered clinical trial.
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Affiliation(s)
- Monica Recla
- Neurophysiatric Department, Neuropsychological and Cognitive-behavioral Service, Scientific Institute, I.R.C.C.S. Eugenio Medea, 23842 Bosisio Parini, Italy; (V.M.); (S.G.); (V.P.)
| | - Erika Molteni
- School of Biomedical Engineering & Imaging Sciences, and Centre for Medical Engineering, King’s College, London SE1 7EU, UK; (E.M.); (M.M.)
| | - Valentina Manfredi
- Neurophysiatric Department, Neuropsychological and Cognitive-behavioral Service, Scientific Institute, I.R.C.C.S. Eugenio Medea, 23842 Bosisio Parini, Italy; (V.M.); (S.G.); (V.P.)
| | - Filippo Arrigoni
- Neuroimaging Lab, Scientific Institute, I.R.C.C.S. Eugenio Medea, 23842 Bosisio Parini, Italy; (F.A.); (A.N.)
| | - Andrea Nordio
- Neuroimaging Lab, Scientific Institute, I.R.C.C.S. Eugenio Medea, 23842 Bosisio Parini, Italy; (F.A.); (A.N.)
| | - Susanna Galbiati
- Neurophysiatric Department, Neuropsychological and Cognitive-behavioral Service, Scientific Institute, I.R.C.C.S. Eugenio Medea, 23842 Bosisio Parini, Italy; (V.M.); (S.G.); (V.P.)
| | - Valentina Pastore
- Neurophysiatric Department, Neuropsychological and Cognitive-behavioral Service, Scientific Institute, I.R.C.C.S. Eugenio Medea, 23842 Bosisio Parini, Italy; (V.M.); (S.G.); (V.P.)
| | - Marc Modat
- School of Biomedical Engineering & Imaging Sciences, and Centre for Medical Engineering, King’s College, London SE1 7EU, UK; (E.M.); (M.M.)
| | - Sandra Strazzer
- Neurophysiatric Department, Scientific Institute, I.R.C.C.S. Eugenio Medea, 23842 Bosisio Parini, Italy;
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Neumane S, Câmara-Costa H, Francillette L, Araujo M, Toure H, Brugel D, Laurent-Vannier A, Ewing-Cobbs L, Meyer P, Dellatolas G, Watier L, Chevignard M. Functional outcome after severe childhood traumatic brain injury: Results of the TGE prospective longitudinal study. Ann Phys Rehabil Med 2020; 64:101375. [PMID: 32275965 DOI: 10.1016/j.rehab.2020.01.008] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 01/21/2020] [Accepted: 01/21/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND Childhood severe traumatic brain injury (TBI) is a leading cause of long-lasting acquired disability, but little is known about functional outcome. OBJECTIVE We aimed to 1) study clinical recovery and functional outcome over 24 months after severe childhood TBI, 2) identify early sociodemographic and severity factors influencing outcome, and 3) examine the clinical utility of the Pediatric Injury Functional Outcome Scale (PIFOS) to assess functional outcome. METHODS Children (0-15 years) consecutively admitted in a trauma centre after accidental severe TBI over 3 years were included in a prospective longitudinal study (Traumatisme Grave de l'Enfant cohort). We measured clinical/neurological recovery, functional status (Pediatric Injury Functional Outcome Scale, [PIFOS]), overall disability (pediatric Glasgow Outcome Scale [GOS-Peds]) as well as intellectual ability (Wechsler scales) and educational outcome (mainstream school vs special education) of survivors at 1, 3, 12 and 24 months post-injury. RESULTS For 45 children (aged 3 to 15 years at injury), functional impairments were severe within the first 3 months. Despite the initial rapid clinical recovery and significant improvement over the first year, substantial alterations persisted for most children at 12 months post-TBI, with no significant improvement up to 2 years. Up to 80% of children still had moderate or severe overall disability (GOS-Peds) at 24 months. The severity of functional impairments (PIFOS) at 12 and 24 months was mostly related to socio-emotional, cognitive and physical impairments, and was significantly correlated with clinical/neurological deficits and cognitive (intellectual, executive) and behavioural disorders. Initial TBI severity was the main prognostic factor associated with functional status over the first 2 years post-injury. CONCLUSIONS Our results confirm the significant impact of severe childhood TBI on short- and medium-term functional outcomes and overall disability. All patients should benefit from systematic follow-up. The PIFOS appeared to be an accurate and reliable tool to assess functional impairment evolution and clinically meaningful outcomes over the first 2 years post-injury.
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Affiliation(s)
- Sara Neumane
- Rehabilitation Department for Children with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France; Sorbonne University, Faculty of Medicine, Paris, France
| | - Hugo Câmara-Costa
- Université Paris-Saclay, Université Paris-SUD, UVSQ, CESP, INSERM, Paris, France; Sorbonne Université, Laboratoire d'Imagerie Biomédicale, Paris, France.
| | | | - Mélanie Araujo
- INSERM UMR 1027, Laboratoire de Pharmacologie Médicale et Clinique, Centre Hospitalier Universitaire de Toulouse, Toulouse, France
| | - Hanna Toure
- Rehabilitation Department for Children with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Dominique Brugel
- Rehabilitation Department for Children with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Anne Laurent-Vannier
- Rehabilitation Department for Children with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France
| | - Linda Ewing-Cobbs
- Children's Learning Institute and Department of Pediatrics, McGovern Medical School, University of Texas. Health Science Center at Houston, Texas, USA
| | - Philippe Meyer
- Pediatric Anesthesiology Department, Hôpital Necker Enfants Malades, Paris, France; Paris Descartes University, Faculty of Medicine, Paris, France
| | - Georges Dellatolas
- Université Paris-Saclay, Université Paris-SUD, UVSQ, CESP, INSERM, Paris, France; GRC 24 Handicap Moteur et Cognitif et Réadaptation (HaMCRe), Sorbonne Université, Paris, France
| | - Laurence Watier
- Biostatistics, Biomathematics, Pharmacoepidemiology and Infectious Diseases (B2PHI), INSERM, UVSQ, Institut Pasteur, Université Paris-Saclay, Paris, France
| | - Mathilde Chevignard
- Rehabilitation Department for Children with Acquired Brain Injury, Hôpitaux de Saint Maurice, Saint Maurice, France; Sorbonne Université, Laboratoire d'Imagerie Biomédicale, Paris, France; GRC 24 Handicap Moteur et Cognitif et Réadaptation (HaMCRe), Sorbonne Université, Paris, France
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