ArticlePloS one2018
Plasma metabolomic biomarkers accurately classify acute mild traumatic brain injury from controls.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05993351 (Correlating Advanced MRI Techniques With Neuropsychological Analysis and Immunosensing Assays for Assessment of Sport-related Mild Traumatic Brain Injuries), which is not on this map. Cited by 26 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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.
Correlating Advanced MRI Techniques With Neuropsychological Analysis and Immunosensing Assays for Assessment of Sport-related Mild Traumatic Brain Injuries (mTBI)
Who cites it
26 citing papers in PubMed, 40 citations in OpenAlex.
- MetaboGraph: A Framework for Metabolomics and Lipidomics Annotation and Pathway Network Analysis.Analytical chemistry · 2026Article
- Dynamic Lipidomic Responses to Inflammation and Physical Insult: A Comparative Review Across Blunt Force Trauma, Thermal Burn Injury, and Viral Infection.Expert reviews in molecular medicine · 2026Review
- Sex differences in plasma endocannabinoids and related lipids before and after single and repeated mTBI: an exploratory study of endolipid plasma biomarkers.Frontiers in molecular neuroscience · 2026Article
- Sex Differences in Plasma Levels of Endocannabinoids and Related Lipids Before and After acute and repeated mTBI: an exploratory study for plasma biomarkers for mTBI.bioRxiv : the preprint server for biology · 2025Article
- Potential Applications and Ethical Considerations for Artificial Intelligence in Traumatic Brain Injury Management.Biomedicines · 2024Review
- Challenges in the Metabolomics-Based Biomarker Validation Pipeline.Metabolites · 2024Review
- Untargeted Metabolomic Analyses of Body Fluids to Differentiate TBI DOC and NTBI DOC.Current molecular medicine · 2024Article
- Using metabolomics to predict severe traumatic brain injury outcome (GOSE) at 3 and 12 months.Critical care (London, England) · 2023Article
- Metabolomic Analysis in Neurocritical Care Patients.Metabolites · 2023Review
- Advances in neuroproteomics for neurotrauma: unraveling insights for personalized medicine and future prospects.Frontiers in neurology · 2023Review
- Contemporary Role and Applications of Artificial Intelligence in Dentistry.F1000Research · 2023Review
- Mass Spectrometry-Based Approaches for Clinical Biomarker Discovery in Traumatic Brain Injury.Current treatment options in neurology · 2022Article
- Traumatic Brain Injury Biomarkers, Simulations and Kinetics.Bioengineering (Basel, Switzerland) · 2022Article
- Plasma Lipid Profiles Change with Increasing Numbers of Mild Traumatic Brain Injuries in Rats.Metabolites · 2022Article
- Metabolomic response to collegiate football participation: Pre- and Post-season analysis.Scientific reports · 2022Article
- Lipidome Alterations following Mild Traumatic Brain Injury in the Rat.Metabolites · 2022Article
- Progress Toward a Multiomic Understanding of Traumatic Brain Injury: A Review.Biomarker insights · 2022Review
- "Omics" in traumatic brain injury: novel approaches to a complex disease.Acta neurochirurgica · 2021Review
- Biomarkers in traumatic brain injury: new concepts.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2020Review
- Alterations in Plasma microRNA and Protein Levels in War Veterans with Chronic Mild Traumatic Brain Injury.Journal of neurotrauma · 2020Article
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 1 country.
Funding
Abstract
Past and recent attempts at devising objective biomarkers for traumatic brain injury (TBI) in both blood and cerebrospinal fluid have focused on abundance measures of time-dependent proteins. Similar independent determinants would be most welcome in diagnosing the most common form of TBI, mild TBI (mTBI), which remains difficult to define and confirm based solely on clinical criteria. There are currently no consensus diagnostic measures that objectively define individuals as having sustained an acute mTBI. Plasma metabolomic analyses have recently evolved to offer an alternative to proteomic analyses, offering an orthogonal diagnostic measure to what is currently available. The purpose of this study was to determine whether a developed set of metabolomic biomarkers is able to objectively classify college athletes sustaining mTBI from non-injured teammates, within 6 hours of trauma and whether such a biomarker panel could be effectively applied to an independent cohort of TBI and control subjects. A 6-metabolite panel was developed from biomarkers that had their identities confirmed using tandem mass spectrometry (MS/MS) in our Athlete cohort. These biomarkers were defined at ≤6 hours following mTBI and objectively classified mTBI athletes from teammate controls, and provided similar classification of these groups at the 2, 3, and 7 days post-mTBI. The same 6-metabolite panel, when applied to a separate, independent cohort provided statistically similar results despite major differences between the two cohorts. Our confirmed plasma biomarker panel objectively classifies acute mTBI cases from controls within 6 hours of injury in our two independent cohorts. While encouraged by our initial results, we expect future studies to expand on these initial observations.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.