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A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury
Brain-enriched protein biomarkers of tissue fate are being introduced clinically to aid in traumatic brain injury (TBI) management. The aim of this study was to determine how concentrations of six different protein biomarkers, measured in samples collected during the first weeks after TBI, relate to...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Mary Ann Liebert, Inc., publishers
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6761606/ https://www.ncbi.nlm.nih.gov/pubmed/31072225 http://dx.doi.org/10.1089/neu.2019.6375 |
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author | Thelin, Eric Al Nimer, Faiez Frostell, Arvid Zetterberg, Henrik Blennow, Kaj Nyström, Harriet Svensson, Mikael Bellander, Bo-Michael Piehl, Fredrik Nelson, David W. |
author_facet | Thelin, Eric Al Nimer, Faiez Frostell, Arvid Zetterberg, Henrik Blennow, Kaj Nyström, Harriet Svensson, Mikael Bellander, Bo-Michael Piehl, Fredrik Nelson, David W. |
author_sort | Thelin, Eric |
collection | PubMed |
description | Brain-enriched protein biomarkers of tissue fate are being introduced clinically to aid in traumatic brain injury (TBI) management. The aim of this study was to determine how concentrations of six different protein biomarkers, measured in samples collected during the first weeks after TBI, relate to injury severity and outcome. We included neurocritical care TBI patients that were prospectively enrolled from 2007 to 2013, all having one to three blood samples drawn during the first 2 weeks. The biomarkers analyzed were S100 calcium-binding protein B (S100B), neuron-specific enolase (NSE), glial fibrillary acidic protein (GFAP), ubiquitin carboxy-terminal hydrolase-L1 (UCH-L1), tau, and neurofilament-light (NF-L). Glasgow Outcome Score (GOS) was assessed at 12 months. In total, 172 patients were included. All serum markers were associated with injury severity as classified on computed tomography scans at admission. Almost all biomarkers outperformed other known outcome predictors with higher levels the first 5 days, correlating with unfavorable outcomes, and UCH-L1 (0.260, pseduo-R(2)) displaying the best discrimination in univariate analyses. After adjusting for acknowledged TBI outcome predictors, GFAP and NF-L added most independent information to predict favorable/unfavorable GOS, improving the model from 0.38 to 0.51 pseudo-R(2). A correlation matrix indicated substantial covariance, with the strongest correlation between UCH-L1, GFAP, and tau (r = 0.827–0.880). Additionally, the principal component analysis exhibited clustering of UCH-L1 and tau, as well as GFAP, S100B, and NSE, which was separate from NF-L. In summary, a panel of several different protein biomarkers, all associated with injury severity, with different cellular origin and temporal trajectories, improve outcome prediction models. |
format | Online Article Text |
id | pubmed-6761606 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Mary Ann Liebert, Inc., publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-67616062019-09-26 A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury Thelin, Eric Al Nimer, Faiez Frostell, Arvid Zetterberg, Henrik Blennow, Kaj Nyström, Harriet Svensson, Mikael Bellander, Bo-Michael Piehl, Fredrik Nelson, David W. J Neurotrauma Original Articles Brain-enriched protein biomarkers of tissue fate are being introduced clinically to aid in traumatic brain injury (TBI) management. The aim of this study was to determine how concentrations of six different protein biomarkers, measured in samples collected during the first weeks after TBI, relate to injury severity and outcome. We included neurocritical care TBI patients that were prospectively enrolled from 2007 to 2013, all having one to three blood samples drawn during the first 2 weeks. The biomarkers analyzed were S100 calcium-binding protein B (S100B), neuron-specific enolase (NSE), glial fibrillary acidic protein (GFAP), ubiquitin carboxy-terminal hydrolase-L1 (UCH-L1), tau, and neurofilament-light (NF-L). Glasgow Outcome Score (GOS) was assessed at 12 months. In total, 172 patients were included. All serum markers were associated with injury severity as classified on computed tomography scans at admission. Almost all biomarkers outperformed other known outcome predictors with higher levels the first 5 days, correlating with unfavorable outcomes, and UCH-L1 (0.260, pseduo-R(2)) displaying the best discrimination in univariate analyses. After adjusting for acknowledged TBI outcome predictors, GFAP and NF-L added most independent information to predict favorable/unfavorable GOS, improving the model from 0.38 to 0.51 pseudo-R(2). A correlation matrix indicated substantial covariance, with the strongest correlation between UCH-L1, GFAP, and tau (r = 0.827–0.880). Additionally, the principal component analysis exhibited clustering of UCH-L1 and tau, as well as GFAP, S100B, and NSE, which was separate from NF-L. In summary, a panel of several different protein biomarkers, all associated with injury severity, with different cellular origin and temporal trajectories, improve outcome prediction models. Mary Ann Liebert, Inc., publishers 2019-10-15 2019-09-23 /pmc/articles/PMC6761606/ /pubmed/31072225 http://dx.doi.org/10.1089/neu.2019.6375 Text en © Eric Thelin et al., 2019; Published by Mary Ann Liebert, Inc. This Open Access article is distributed under the terms of the Creative Commons License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. |
spellingShingle | Original Articles Thelin, Eric Al Nimer, Faiez Frostell, Arvid Zetterberg, Henrik Blennow, Kaj Nyström, Harriet Svensson, Mikael Bellander, Bo-Michael Piehl, Fredrik Nelson, David W. A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury |
title | A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury |
title_full | A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury |
title_fullStr | A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury |
title_full_unstemmed | A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury |
title_short | A Serum Protein Biomarker Panel Improves Outcome Prediction in Human Traumatic Brain Injury |
title_sort | serum protein biomarker panel improves outcome prediction in human traumatic brain injury |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6761606/ https://www.ncbi.nlm.nih.gov/pubmed/31072225 http://dx.doi.org/10.1089/neu.2019.6375 |
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