Multivariate analysis of traumatic brain injury: development of an assessment score

被引:34
作者
Buonora, John E. [1 ,2 ]
Yarnell, Angela M. [3 ]
Lazarus, Rachel C. [1 ]
Mousseau, Michael [1 ]
Latour, Lawrence L. [4 ,5 ]
Rizoli, Sandro B. [6 ,7 ,8 ]
Baker, Andrew J. [6 ,7 ,8 ,9 ]
Rhind, Shawn G. [5 ]
Diaz-Arrastia, Ramon [10 ]
Mueller, Gregory P. [1 ]
机构
[1] Uniformed Serv Univ Hlth Sci, Dept Anat Physiol & Genet, Bethesda, MD 20814 USA
[2] US Army, Grad Program Anesthesia Nursing, Acad Hlth Sci, Ft Sam Houston, TX USA
[3] Walter Reed Army Inst Res, Ctr Mil Psychiat & Neurosci Res, Behav Biol Branch, Silver Spring, MD USA
[4] NINDS, Stroke Branch, Bethesda, MD 20892 USA
[5] Toronto Res Ctr, Def Res & Dev Canada, Toronto, ON, Canada
[6] Univ Toronto, St Michaels Hosp, Dept Anesthesia, Keenan Res Ctr,Li Ka Shing Knowledge Inst, Toronto, ON, Canada
[7] Univ Toronto, St Michaels Hosp, Dept Surg, Keenan Res Ctr,Li Ka Shing Knowledge Inst, Toronto, ON, Canada
[8] Univ Toronto, St Michaels Hosp, Dept Crit Care Med, Keenan Res Ctr,Li Ka Shing Knowledge Inst, Toronto, ON, Canada
[9] Univ Toronto, Cara Phelan Ctr Trauma Res, Brain Injury Lab, Keenan Res Ctr,Li Ka Shing Knowledge Inst, Toronto, ON, Canada
[10] Uniformed Serv Univ Hlth Sci, Ctr Neurosci & Regenerat Med, Bethesda, MD 20814 USA
关键词
biomarkers; assessment score; human; mild traumatic brain injury; multivariate analysis; NEURON-SPECIFIC ENOLASE; C-TERMINAL HYDROLASE; CREATINE-KINASE-BB; MILD HEAD-INJURY; SERUM-LEVELS; CEREBROSPINAL-FLUID; NEUROTROPHIC FACTOR; OXIDATIVE STRESS; SYSTEMS BIOLOGY; ICE HOCKEY;
D O I
10.3389/fneur.2015.00068
中图分类号
R74 [神经病学与精神病学];
学科分类号
100204 [神经病学];
摘要
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 TB I 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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页数:11
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