Observational studyJAMA network open2024
MRI and Clinical Variables for Prediction of Outcomes After Pediatric Severe Traumatic Brain Injury.
Observational study in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Cortical activity during preparation and execution of balance recovery behavior in people after mild traumatic brain injury: A preliminary investigation.medRxiv : the preprint server for health sciences · 2026Article
- Trauma-induced coagulopathy in pediatric traumatic brain injury: incidence, risk factors, and outcomes in a retrospective cohort study.BMC pediatrics · 2026Article
- Paediatric traumatic brain injury: unique population and unique challenges.Brain : a journal of neurology · 2026Review
- Aptamer-based proteomics in pediatric patients with severe traumatic brain injury: a pilot study.Pediatric research · 2026Article
- Traumatic brain injury recovery prediction by harmonizing real brain CT and synthetic brain MRI: a pilot study.Brain communications · 2026Article
- Severe Craniocerebral Injury in a Child Caused by Repetitive Cleaver Strikes: Case Report and Review of the Literature.Clinical case reports · 2026Article
- Advances in biomarkers for predicting outcomes in pediatric neurosurgical hemorrhagic conditions: a narrative review to enhance quality of care.Annals of medicine and surgery (2012) · 2026Review
- Paediatric traumatic brain injury: clinical presentation, treatment approaches, management strategies, and outcomes. Insights from the CENTER-TBI study.Journal of anesthesia, analgesia and critical care · 2025Article
- Integrative Diagnostic and Prognostic Paradigms in Diffuse Axonal Injury: Insights from Clinical, Histopathological, Biomolecular, Radiological, and AI-Based Perspectives.International journal of molecular sciences · 2025Review
- Timing of Magnetic Resonance Imaging (MRI) in Moderate and Severe TBI: A Systematic Review.Journal of clinical medicine · 2025Review
- Advanced lung cancer inflammation index is associated with mortality in critically ill patients with non-traumatic cerebral hemorrhage.Scientific reports · 2025Article
- The role of cerebral ptosis in assessing recovery and prognosis in traumatic brain injury: a case report.AME case reports · 2025Article
- Association Between Metabolic and Inflammatory Biomarkers and Prognosis in Traumatic Brain Injury: A Focus on Short- and Medium-Term Mortality.Journal of inflammation research · 2025Article
- Art therapy and brain injury: making the invisible visible.Frontiers in psychology · 2024Article
Corrections and comments
- Commented on byBeyond the2025
Authors and funding
12 authors.
Funding
Abstract
Importance: Traumatic brain injury (TBI) is a leading cause of death and disability in children, and predicting functional outcome after TBI is challenging. Magnetic resonance imaging (MRI) is frequently conducted after severe TBI; however, the predictive value of MRI remains uncertain. Objectives: To identify early MRI measures that predict long-term outcome after severe TBI in children and to assess the added predictive value of MRI measures over well-validated clinical predictors. Design, Setting, and Participants: This preplanned prognostic study used data from the Approaches and Decisions in Acute Pediatric TBI (ADAPT) prospective observational comparative effectiveness study. The ADAPT study enrolled 1000 consecutive children (aged <18 years) with severe TBI between February 1, 2014, and September 30, 2017. Participants had a Glasgow Coma Scale (GCS) score of 8 or less and received intracranial pressure monitoring. Magnetic resonance imaging scans performed as part of standard clinical care within 30 days of injury were collected at 24 participating sites in the US, UK, and Australia. Summary imaging measures were correlated with the Glasgow Outcome Scale-Extended for Pediatrics (GOSE-Peds), and the predictive value of MRI measures was compared with the International Mission for Prognosis and Analysis of Clinical Trials in TBI (IMPACT) core clinical predictors. Data collection, image analysis, and data analyses were completed in July 2023. Exposures: Pediatric severe TBI with an MRI scan performed as part of clinical care. Main Outcomes and Measures: All measures were selected a priori. Magnetic resonance imaging measures included contusion, ischemia, diffuse axonal injury, intracerebral hemorrhage, and brainstem injury. Clinical predictors included the IMPACT core measures (GCS motor score and pupil reactivity). All models adjusted for age and sex. Outcome measures included the GOSE-Peds score obtained at 3, 6, and 12 months after injury. Results: This study included 233 children with severe TBI who were enrolled at participating sites and had an MRI scan and preselected clinical predictors available. Their median age was 6.9 (IQR, 3.0-13.3) years, and more than half of participants (134 [57.5%]) were male. In a multivariable model including MRI measures and IMPACT core clinical variables, contusion volume (odds ratio [OR], 1.13; 95% CI, 1.02-1.26), brain ischemia (OR, 2.11; 95% CI, 1.58-2.81), brainstem lesions (OR, 5.40; 95% CI, 1.90-15.35), and pupil reactivity were each independently associated with GOSE-Peds score. Adding MRI measures to the IMPACT clinical predictors significantly improved model fit and discrimination between favorable and unfavorable outcomes compared with IMPACT predictors alone (area under the receiver operating characteristic curve, 0.77; 95% CI, 0.72-0.85 vs 0.67; 95% CI, 0.61-0.76 for GOSE-Peds score >3 at 6 months after injury). Conclusions and Relevance: In this prognostic study of children with severe TBI, the addition of MRI measures significantly improved outcome prediction over well-established and validated clinical predictors. Magnetic resonance imaging should be considered in children with severe TBI to inform prognosis and may also promote stratification of patients in future clinical trials.
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