Evidence map›Paper›PMID 37788938›Full record

ArticleNeurology2023

Utility of Acute and Subacute Blood Biomarkers to Assist Diagnosis in CT-Negative Isolated Mild Traumatic Brain Injury.

Jonathan Reyes, Gershon Spitz, Brendan P Major, William T O'Brien, Lauren P Giesler, Jesse W P Bain, Becca Xie, Jeffrey V Rosenfeld, Meng Law, Jennie L Ponsford and 5 more

Erratum issuedOpen access · hybridAbstract read
In one paragraph

Article in Neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
5.8field-weighted citation impact, top 3% of its field
1 · What the graph read from it

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.

2 · The registry

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3 · Its place in the literature

Who cites it

23 citing papers in PubMed, 38 citations in OpenAlex.

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  5. Assessment and Management of Post-traumatic Headache.Current neurology and neuroscience reports · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors at 5 institutions in 3 countries.

Jonathan ReyesFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-6087-3159
Gershon SpitzFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-7810-1480
Brendan P MajorFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0003-0991-5656
William T O'BrienFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-9966-0134
Lauren P GieslerFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-0209-6427
Jesse W P BainFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-7336-6236
Becca XieFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0009-0008-8030-5934
Jeffrey V RosenfeldFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0003-3827-9898
Meng LawFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.
Jennie L PonsfordFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0003-0430-125X
Terence J O'BrienFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.
Sandy R ShultzFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.
Catherine WillmottFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0001-8517-9035
Biswadev MitraFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-0508-2450
Stuart J McDonaldFrom the Department of Neuroscience (J.R., G.S., B.P.M., W.T.O.B., L.P.G., J.W.P.B., B.X., M.L., T.J.O.B., S.R.S., S.J.M.), School of Psychological Sciences (J.R., G.S., C.W.), Monash University; Monash-Epworth Rehabilitation Research Centre (J.R., G.S., J.L.P., C.W.), Epworth Hospital; Department of Neurosurgery (J.V.R.), The Alfred Hospital; Department of Surgery (J.V.R.), Monash University; Department of Radiology (M.L.), The Alfred Hospital; Department of Electrical and Computer Systems Engineering (M.L.), Monash University; Department of Neurology (T.J.O.B., S.R.S., S.J.M.), The Alfred Hospital, Melbourne; Department of Medicine (T.J.O.B., S.R.S.), Royal Melbourne Hospital, The University of Melbourne, Parkville, Australia; Health Sciences (S.R.S.), Vancouver Island University, Nanaimo, British Columbia, Canada; Australian Football League (AFL) (C.W.); Emergency & Trauma Centre (B.M.), The Alfred Hospital; and School of Public Health & Preventive Medicine (B.M.), Monash University, Melbourne, Australia. stuart.mcdonald@monash.edu.ORCID https://orcid.org/0000-0001-5190-3179
Jisc · GBMonash University · AUThe Alfred Hospital · AUAustralian Football League · AUThe Royal Melbourne Hospital · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectivesBlood biomarkers glial fibrillary acidic protein (GFAP) and ubiquitin carboxy-terminal hydrolase L1 (UCH-L1) have recently been Food and Drug Administration approved as predictors of intracranial lesions on CT after mild traumatic brain injury (mTBI). However, most cases with mTBI are CT negative, and no biomarkers are approved to assist diagnosis in these individuals. In this study, we aimed to determine the optimal combination of blood biomarkers to assist mTBI diagnosis in otherwise healthy adults younger than 50 years presenting to an emergency department within 6 hours of injury. To further understand the utility of biomarkers, we assessed how biological sex, presence or absence of loss of consciousness and/or post-traumatic amnesia (LOC/PTA), and delayed presentation affected classification performance.

methodsBlood samples, symptom questionnaires, and cognitive tests were prospectively conducted for participants with mTBI recruited from The Alfred Hospital Level 1 Emergency & Trauma Center and uninjured controls. Follow-up testing was conducted at 7 days. Simoa quantified plasma GFAP, UCH-L1, tau, neurofilament light chain (NfL), interleukin (IL)-6, and IL-1β. Area under the receiver operating characteristic (AUC) analysis assessed classification accuracy for diagnosed mTBI, and logistic regression models identified optimal biomarker combinations.

resultsPlasma IL-6 (AUC 0.91, 95% CI 0.86-0.96), GFAP (AUC 0.85, 95% CI 0.78-0.93), and UCH-L1 (AUC 0.79, 95% CI 0.70-0.88) best differentiated mTBI (n = 74) from controls (n = 44) acutely (<6 hours), with NfL (AUC 0.81, 95% CI 0.72-0.90) the only marker to have such utility subacutely (7 days). Biomarker performance was similar between sexes and for participants with and without LOC/PTA, with the exception at 7 days, where GFAP and IL-6 retained some utility in female participants (GFAP: AUC 0.71, 95% CI 0.55-0.88; IL-6: AUC 0.71, 95% CI 0.55-0.87) and in those with LOC/PTA (GFAP: AUC 0.73, 95% CI 0.59-0.86; IL-6: AUC 0.71, 95% CI 0.57-0.84). Acute IL-6 ( DISCUSSION: These findings indicate that adding IL-6 to a panel of brain-specific proteins such as GFAP and UCH-L1 might assist in the acute diagnosis of mTBI in adults younger than 50 years. Multiple markers had high classification accuracy in participants without LOC/PTA. When compared with the best-performing acute markers, subacute measures of plasma NfL resulted in minimal reduction in classification accuracy. Future studies will investigate the optimal time frame over which plasma IL-6 might assist diagnostic decisions and how extracranial trauma affects utility.

Indexed as

Brain ConcussionBrain Injuries, TraumaticAdultBiomarkersBrainFemaleGlial Fibrillary Acidic ProteinHumansInterleukin-6Tomography, X-Ray ComputedUbiquitin ThiolesteraseBiomarkersGlial Fibrillary Acidic ProteinInterleukin-6Ubiquitin Thiolesterase

Identifiers

PMID37788938
PMCPMC10662993
OpenAlexW4387298794

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