Novel severe traumatic brain injury blood outcome biomarkers identified with proximity extension assay

Author(s):  
Douglas D. Fraser ◽  
Michelle Chen ◽  
Annie Ren ◽  
Michael R. Miller ◽  
Claudio Martin ◽  
...  

Abstract Objectives Severe traumatic brain injury (sTBI) patients suffer high mortality. Accurate prognostic biomarkers have not been identified. In this exploratory study, we performed targeted proteomics on plasma obtained from sTBI patients to identify potential outcome biomarkers. Methods Blood sample was collected from patients admitted to the ICU suffering a sTBI, using standardized clinical and computerized tomography (CT) imaging criteria. Age- and sex-matched healthy control subjects and sTBI patients were enrolled. Targeted proteomics was performed on plasma with proximity extension assays (1,161 proteins). Results Cohorts were well-balanced for age and sex. The majority of sTBI patients were injured in motor vehicle collisions and the most frequent head CT finding was subarachnoid hemorrhage. Mortality rate for sTBI patients was 40%. Feature selection identified the top performing 15 proteins for identifying sTBI patients from healthy control subjects with a classification accuracy of 100%. The sTBI proteome was dominated by markers of vascular pathology, immunity/inflammation, cell survival and macrophage/microglia activation. Receiver operating characteristic (ROC) curve analyses demonstrated areas-under-the-curves (AUC) for identifying sTBI that ranged from 0.870-1.000 (p≤0.005). When mortality was used as outcome, ROC curve analyses identified the top 3 proteins as vWF, WIF-1, and CSF-1. Combining vWF with either WIF-1 or CSF-1 resulted in excellent mortality prediction with AUC of 1.000 for both combinations (p=0.011). Conclusions Targeted proteomics with feature classification and selection distinguished sTBI patients from matched healthy control subjects. Two protein combinations were identified that accurately predicted sTBI patient mortality. Our exploratory findings require confirmation in larger sTBI patient populations.

2010 ◽  
Vol 41 (6) ◽  
pp. 1197-1211 ◽  
Author(s):  
C. Konrad ◽  
A. J. Geburek ◽  
F. Rist ◽  
H. Blumenroth ◽  
B. Fischer ◽  
...  

BackgroundThe objective of this study was to investigate long-term cognitive and emotional sequelae of mild traumatic brain injury (mTBI), as previous research has remained inconclusive with respect to their prevalence and extent.MethodThirty-three individuals who had sustained mTBI on average 6 years prior to the study and 33 healthy control subjects were matched according to age, gender and education. Structural brain damage at time of testing was excluded by magnetic resonance imaging (MRI). A comprehensive neuropsychological test battery was conducted to assess learning, recall, working memory, attention and executive function. Psychiatric symptoms were assessed by the Structured Clinical Interview for DSM-IV Axis I Disorders (SCID-I) and the Beck Depression Inventory (BDI). Possible negative response bias was ruled out by implementing the Word Memory Test (WMT).ResultsThe mTBI individuals had significant impairments in all cognitive domains compared to the healthy control subjects. Effect sizes of cognitive deficits were medium to large, and could not be accounted for by self-perceived deficits, depression, compensation claims or negative response bias. BDI scores were significantly higher in the patient group, and three patients fulfilled DSM-IV criteria for a mild episode of major depression.ConclusionsPrimarily, well-recovered individuals who had sustained a minor trauma more than half a decade ago continue to have long-term cognitive and emotional sequelae relevant for everyday social and professional life. mTBI may lead to a lasting disruption of neurofunctional circuits not detectable by standard structural MRI and needs to be taken seriously in clinical and forensic evaluations.


2015 ◽  
Vol 32 (11) ◽  
pp. 820-832 ◽  
Author(s):  
Thomas C. Glenn ◽  
Neil A. Martin ◽  
Michael A. Horning ◽  
David L. McArthur ◽  
David A. Hovda ◽  
...  

2021 ◽  
Vol 12 ◽  
Author(s):  
C. Batson ◽  
A. Gomez ◽  
A. S. Sainbhi ◽  
L. Froese ◽  
F. A. Zeiler

The impact of age and biological sex on outcome in moderate/severe traumatic brain injury (TBI) has been documented in large cohort studies, with advanced age and male sex linked to worse long-term outcomes. However, the association between age/biological sex and high-frequency continuous multi-modal monitoring (MMM) cerebral physiology is unclear, with only sparing reference made in guidelines and major literature in moderate/severe TBI. In this narrative review, we summarize some of the largest studies associating various high-frequency MMM parameters with age and biological sex in moderate/severe TBI. To start, we present this by highlighting the representative available literature on high-frequency data from Intracranial Pressure (ICP), Cerebral Perfusion Pressure (CPP), Extracellular Brain Tissue Oxygenation (PbtO2), Regional Cerebral Oxygen Saturations (rSO2), Cerebral Blood Flow (CBF), Cerebral Blood Flow Velocity (CBFV), Cerebrovascular Reactivity (CVR), Cerebral Compensatory Reserve, common Cerebral Microdialysis (CMD) Analytes and their correlation to age and sex in moderate/severe TBI cohorts. Then we present current knowledge gaps in the literature, discuss biological implications of age and sex on cerebrovascular monitoring in TBI and some future avenues for bedside research into the cerebrovascular physiome after TBI.


2019 ◽  
Vol 64 (4) ◽  
pp. 435-444
Author(s):  
Tessa Hart ◽  
Jessica M. Ketchum ◽  
Therese M. O'Neil-Pirozzi ◽  
Thomas A. Novack ◽  
Doug Johnson-Greene ◽  
...  

2017 ◽  
Vol 62 (4) ◽  
pp. 600-608 ◽  
Author(s):  
Sean M. Barnes ◽  
Lindsey L. Monteith ◽  
Georgia R. Gerard ◽  
Adam S. Hoffberg ◽  
Beeta Y. Homaifar ◽  
...  

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