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A blood-based biomarker panel to risk-stratify mild traumatic brain injury

Mild traumatic brain injury (TBI) accounts for the vast majority of the nearly two million brain injuries suffered in the United States each year. Mild TBI is commonly classified as complicated (radiographic evidence of intracranial injury) or uncomplicated (radiographically negative). Such a distin...

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Autores principales: Sharma, Richa, Rosenberg, Alexandra, Bennett, Ellen R., Laskowitz, Daniel T., Acheson, Shawn K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5371303/
https://www.ncbi.nlm.nih.gov/pubmed/28355230
http://dx.doi.org/10.1371/journal.pone.0173798
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author Sharma, Richa
Rosenberg, Alexandra
Bennett, Ellen R.
Laskowitz, Daniel T.
Acheson, Shawn K.
author_facet Sharma, Richa
Rosenberg, Alexandra
Bennett, Ellen R.
Laskowitz, Daniel T.
Acheson, Shawn K.
author_sort Sharma, Richa
collection PubMed
description Mild traumatic brain injury (TBI) accounts for the vast majority of the nearly two million brain injuries suffered in the United States each year. Mild TBI is commonly classified as complicated (radiographic evidence of intracranial injury) or uncomplicated (radiographically negative). Such a distinction is important because it helps to determine the need for further neuroimaging, potential admission, or neurosurgical intervention. Unfortunately, imaging modalities such as computed tomography (CT) and magnetic resonance imaging (MRI) are costly and not without some risk. The purpose of this study was to screen 87 serum biomarkers to identify a select panel of biomarkers that would predict the presence of intracranial injury as determined by initial brain CT. Serum was collected from 110 patients who sustained a mild TBI within 24 hours of blood draw. Two models were created. In the broad inclusive model, 72kDa type IV collagenase (MMP-2), C-reactive protein (CRP), creatine kinase B type (CKBB), fatty acid binding protein—heart (hFABP), granulocyte-macrophage colony-stimulating factor (GM-CSF) and malondialdehyde modified low density lipoprotein (MDA-LDL) significantly predicted injury visualized on CT, yielding an overall c-statistic of 0.975 and a negative predictive value (NPV) of 98.6. In the parsimonious model, MMP-2, CRP, and CKBB type significantly predicted injury visualized on CT, yielding an overall c-statistic of 0.964 and a negative predictive value (NPV) of 97.2. These results suggest that a serum based biomarker panel can accurately differentiate patients with complicated mild TBI from those with uncomplicated mild TBI. Such a panel could be useful to guide early triage decisions, including the need for further evaluation or admission, especially in those environments in which resources are limited.
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spelling pubmed-53713032017-04-07 A blood-based biomarker panel to risk-stratify mild traumatic brain injury Sharma, Richa Rosenberg, Alexandra Bennett, Ellen R. Laskowitz, Daniel T. Acheson, Shawn K. PLoS One Research Article Mild traumatic brain injury (TBI) accounts for the vast majority of the nearly two million brain injuries suffered in the United States each year. Mild TBI is commonly classified as complicated (radiographic evidence of intracranial injury) or uncomplicated (radiographically negative). Such a distinction is important because it helps to determine the need for further neuroimaging, potential admission, or neurosurgical intervention. Unfortunately, imaging modalities such as computed tomography (CT) and magnetic resonance imaging (MRI) are costly and not without some risk. The purpose of this study was to screen 87 serum biomarkers to identify a select panel of biomarkers that would predict the presence of intracranial injury as determined by initial brain CT. Serum was collected from 110 patients who sustained a mild TBI within 24 hours of blood draw. Two models were created. In the broad inclusive model, 72kDa type IV collagenase (MMP-2), C-reactive protein (CRP), creatine kinase B type (CKBB), fatty acid binding protein—heart (hFABP), granulocyte-macrophage colony-stimulating factor (GM-CSF) and malondialdehyde modified low density lipoprotein (MDA-LDL) significantly predicted injury visualized on CT, yielding an overall c-statistic of 0.975 and a negative predictive value (NPV) of 98.6. In the parsimonious model, MMP-2, CRP, and CKBB type significantly predicted injury visualized on CT, yielding an overall c-statistic of 0.964 and a negative predictive value (NPV) of 97.2. These results suggest that a serum based biomarker panel can accurately differentiate patients with complicated mild TBI from those with uncomplicated mild TBI. Such a panel could be useful to guide early triage decisions, including the need for further evaluation or admission, especially in those environments in which resources are limited. Public Library of Science 2017-03-29 /pmc/articles/PMC5371303/ /pubmed/28355230 http://dx.doi.org/10.1371/journal.pone.0173798 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Sharma, Richa
Rosenberg, Alexandra
Bennett, Ellen R.
Laskowitz, Daniel T.
Acheson, Shawn K.
A blood-based biomarker panel to risk-stratify mild traumatic brain injury
title A blood-based biomarker panel to risk-stratify mild traumatic brain injury
title_full A blood-based biomarker panel to risk-stratify mild traumatic brain injury
title_fullStr A blood-based biomarker panel to risk-stratify mild traumatic brain injury
title_full_unstemmed A blood-based biomarker panel to risk-stratify mild traumatic brain injury
title_short A blood-based biomarker panel to risk-stratify mild traumatic brain injury
title_sort blood-based biomarker panel to risk-stratify mild traumatic brain injury
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5371303/
https://www.ncbi.nlm.nih.gov/pubmed/28355230
http://dx.doi.org/10.1371/journal.pone.0173798
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