ArticleFrontiers in neurology2015
Multivariate analysis of traumatic brain injury: development of an assessment score.
Article in Frontiers in neurology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Neuron-Specific Enolase as a Biomarker for Selected Neurological and Psychiatric Disorders-A Systematic Review of the Literature.Medicina (Kaunas, Lithuania) · 2025Pooled it
- Effect of Systemic Lidocaine on Postoperative Early Recovery Quality in Patients Undergoing Supratentorial Tumor Resection.Drug design, development and therapy · 2022Trial
- Dried blood spot compared to plasma measurements of blood-based biomarkers of brain injury in neonatal encephalopathy.Pediatric research · 2019Trial
- Increases of Plasma Levels of Glial Fibrillary Acidic Protein, Tau, and Amyloid β up to 90 Days after Traumatic Brain Injury.Journal of neurotrauma · 2017Trial
- Integrated Blood Biomarker and Neurobehavioural Signatures of Latent Neuroinjury in Experienced Military Breachers Exposed to Repetitive Low-Intensity Blast.International journal of molecular sciences · 2026Article
- Distinct Serum Glial Fibrillary Acidic Protein and Neurofilament Light Time-Courses After Rapid Head Rotations.Journal of neurotrauma · 2024Article
- Development of a time-resolved immunochromatographic test strip for rapid and quantitative determination of GFAP in serum.Mikrochimica acta · 2024Article
- Unveiling the Significance of Peroxiredoxin 6 in Central Nervous System Disorders.Antioxidants (Basel, Switzerland) · 2024Review
- Navigating the Complexities of Traumatic Encephalopathy Syndrome (TES): Current State and Future Challenges.Biomedicines · 2023Review
- The relationship between hemoglobin/red blood cell distribution width ratio and mortality in patients with intracranial hemorrhage: a possible protective effect for the elderly?Internal and emergency medicine · 2023Article
- Biomarkers in Moderate to Severe Pediatric Traumatic Brain Injury: A Review of the Literature.Pediatric neurology · 2022Review
- Aldolase C Profiling in Serum after Mild Traumatic Brain Injury: A Prospective Cohort Study.Iranian journal of medical sciences · 2022Article
- Empowering Data Sharing and Analytics through the Open Data Commons for Traumatic Brain Injury Research.Neurotrauma reports · 2022Article
- The Roles of Peroxiredoxin 6 in Brain Diseases.Molecular neurobiology · 2021Review
- Sex Differences in Cerebral Blood Flow and Serum Inflammatory Cytokines and Their Relationships in Mild Traumatic Brain Injury.Frontiers in neurology · 2021Article
- Recent Advances in Blood-Based Biomarkers of Remote Combat-Related Traumatic Brain Injury.Current neurology and neuroscience reports · 2020Review
- Serum BDNF Levels Are Reduced in Patients with Disorders of Consciousness and Are Not Modified by Verticalization with Robot-Assisted Lower-Limb Training.Neural plasticity · 2020Article
- An update on diagnostic and prognostic biomarkers for traumatic brain injury.Expert review of molecular diagnostics · 2018Review
- Biomarkers in traumatic brain injury (TBI): a review.Neuropsychiatric disease and treatment · 2018Review
- New astroglial injury-defined biomarkers for neurotrauma assessment.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2017Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
Important challenges for the diagnosis and monitoring of mild traumatic brain injury (mTBI) include the development of plasma biomarkers for assessing neurologic injury, monitoring pathogenesis, and predicting vulnerability for the development of untoward neurologic outcomes. While several biomarker proteins have shown promise in this regard, used individually, these candidates lack adequate sensitivity and/or specificity for making a definitive diagnosis or identifying those at risk of subsequent pathology. The objective for this study was to evaluate a panel of six recognized and novel biomarker candidates for the assessment of TBI in adult patients. The biomarkers studied were selected on the basis of their relative brain-specificities and potentials to reflect distinct features of TBI mechanisms including (1) neuronal damage assessed by neuron-specific enolase (NSE) and brain derived neurotrophic factor (BDNF); (2) oxidative stress assessed by peroxiredoxin 6 (PRDX6); (3) glial damage and gliosis assessed by glial fibrillary acidic protein and S100 calcium binding protein beta (S100b); (4) immune activation assessed by monocyte chemoattractant protein 1/chemokine (C-C motif) ligand 2 (MCP1/CCL2); and (5) disruption of the intercellular adhesion apparatus assessed by intercellular adhesion protein-5 (ICAM-5). The combined fold-changes in plasma levels of PRDX6, S100b, MCP1, NSE, and BDNF resulted in the formulation of a TBI assessment score that identified mTBI with a receiver operating characteristic (ROC) area under the curve of 0.97, when compared to healthy controls. This research demonstrates that a profile of biomarker responses can be used to formulate a diagnostic score that is sensitive for the detection of mTBI. Ideally, this multivariate assessment strategy will be refined with additional biomarkers that can effectively assess the spectrum of TBI and identify those at particular risk for developing neuropathologies as consequence of a mTBI event.
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