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Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury

Traumatic brain injury (TBI) is a major cause of death and disability worldwide, especially in children and young adults. TBI is an example of a medical condition where there are still major lacks in diagnostics and outcome prediction. Here we apply comprehensive metabolic profiling of serum samples...

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Autores principales: Orešič, Matej, Posti, Jussi P., Kamstrup-Nielsen, Maja H., Takala, Riikka S.K., Lingsma, Hester F., Mattila, Ismo, Jäntti, Sirkku, Katila, Ari J., Carpenter, Keri L.H., Ala-Seppälä, Henna, Kyllönen, Anna, Maanpää, Henna-Riikka, Tallus, Jussi, Coles, Jonathan P., Heino, Iiro, Frantzén, Janek, Hutchinson, Peter J., Menon, David K., Tenovuo, Olli, Hyötyläinen, Tuulia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5078571/
https://www.ncbi.nlm.nih.gov/pubmed/27665050
http://dx.doi.org/10.1016/j.ebiom.2016.07.015
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author Orešič, Matej
Posti, Jussi P.
Kamstrup-Nielsen, Maja H.
Takala, Riikka S.K.
Lingsma, Hester F.
Mattila, Ismo
Jäntti, Sirkku
Katila, Ari J.
Carpenter, Keri L.H.
Ala-Seppälä, Henna
Kyllönen, Anna
Maanpää, Henna-Riikka
Tallus, Jussi
Coles, Jonathan P.
Heino, Iiro
Frantzén, Janek
Hutchinson, Peter J.
Menon, David K.
Tenovuo, Olli
Hyötyläinen, Tuulia
author_facet Orešič, Matej
Posti, Jussi P.
Kamstrup-Nielsen, Maja H.
Takala, Riikka S.K.
Lingsma, Hester F.
Mattila, Ismo
Jäntti, Sirkku
Katila, Ari J.
Carpenter, Keri L.H.
Ala-Seppälä, Henna
Kyllönen, Anna
Maanpää, Henna-Riikka
Tallus, Jussi
Coles, Jonathan P.
Heino, Iiro
Frantzén, Janek
Hutchinson, Peter J.
Menon, David K.
Tenovuo, Olli
Hyötyläinen, Tuulia
author_sort Orešič, Matej
collection PubMed
description Traumatic brain injury (TBI) is a major cause of death and disability worldwide, especially in children and young adults. TBI is an example of a medical condition where there are still major lacks in diagnostics and outcome prediction. Here we apply comprehensive metabolic profiling of serum samples from TBI patients and controls in two independent cohorts. The discovery study included 144 TBI patients, with the samples taken at the time of hospitalization. The patients were diagnosed as severe (sTBI; n = 22), moderate (moTBI; n = 14) or mild TBI (mTBI; n = 108) according to Glasgow Coma Scale. The control group (n = 28) comprised of acute orthopedic non-brain injuries. The validation study included sTBI (n = 23), moTBI (n = 7), mTBI (n = 37) patients and controls (n = 27). We show that two medium-chain fatty acids (decanoic and octanoic acids) and sugar derivatives including 2,3-bisphosphoglyceric acid are strongly associated with severity of TBI, and most of them are also detected at high concentrations in brain microdialysates of TBI patients. Based on metabolite concentrations from TBI patients at the time of hospitalization, an algorithm was developed that accurately predicted the patient outcomes (AUC = 0.84 in validation cohort). Addition of the metabolites to the established clinical model (CRASH), comprising clinical and computed tomography data, significantly improved prediction of patient outcomes. The identified ‘TBI metabotype’ in serum, that may be indicative of disrupted blood-brain barrier, of protective physiological response and altered metabolism due to head trauma, offers a new avenue for the development of diagnostic and prognostic markers of broad spectrum of TBIs.
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spelling pubmed-50785712016-11-03 Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury Orešič, Matej Posti, Jussi P. Kamstrup-Nielsen, Maja H. Takala, Riikka S.K. Lingsma, Hester F. Mattila, Ismo Jäntti, Sirkku Katila, Ari J. Carpenter, Keri L.H. Ala-Seppälä, Henna Kyllönen, Anna Maanpää, Henna-Riikka Tallus, Jussi Coles, Jonathan P. Heino, Iiro Frantzén, Janek Hutchinson, Peter J. Menon, David K. Tenovuo, Olli Hyötyläinen, Tuulia EBioMedicine Research Paper Traumatic brain injury (TBI) is a major cause of death and disability worldwide, especially in children and young adults. TBI is an example of a medical condition where there are still major lacks in diagnostics and outcome prediction. Here we apply comprehensive metabolic profiling of serum samples from TBI patients and controls in two independent cohorts. The discovery study included 144 TBI patients, with the samples taken at the time of hospitalization. The patients were diagnosed as severe (sTBI; n = 22), moderate (moTBI; n = 14) or mild TBI (mTBI; n = 108) according to Glasgow Coma Scale. The control group (n = 28) comprised of acute orthopedic non-brain injuries. The validation study included sTBI (n = 23), moTBI (n = 7), mTBI (n = 37) patients and controls (n = 27). We show that two medium-chain fatty acids (decanoic and octanoic acids) and sugar derivatives including 2,3-bisphosphoglyceric acid are strongly associated with severity of TBI, and most of them are also detected at high concentrations in brain microdialysates of TBI patients. Based on metabolite concentrations from TBI patients at the time of hospitalization, an algorithm was developed that accurately predicted the patient outcomes (AUC = 0.84 in validation cohort). Addition of the metabolites to the established clinical model (CRASH), comprising clinical and computed tomography data, significantly improved prediction of patient outcomes. The identified ‘TBI metabotype’ in serum, that may be indicative of disrupted blood-brain barrier, of protective physiological response and altered metabolism due to head trauma, offers a new avenue for the development of diagnostic and prognostic markers of broad spectrum of TBIs. Elsevier 2016-07-15 /pmc/articles/PMC5078571/ /pubmed/27665050 http://dx.doi.org/10.1016/j.ebiom.2016.07.015 Text en © 2016 Published by Elsevier B.V. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Paper
Orešič, Matej
Posti, Jussi P.
Kamstrup-Nielsen, Maja H.
Takala, Riikka S.K.
Lingsma, Hester F.
Mattila, Ismo
Jäntti, Sirkku
Katila, Ari J.
Carpenter, Keri L.H.
Ala-Seppälä, Henna
Kyllönen, Anna
Maanpää, Henna-Riikka
Tallus, Jussi
Coles, Jonathan P.
Heino, Iiro
Frantzén, Janek
Hutchinson, Peter J.
Menon, David K.
Tenovuo, Olli
Hyötyläinen, Tuulia
Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury
title Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury
title_full Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury
title_fullStr Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury
title_full_unstemmed Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury
title_short Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury
title_sort human serum metabolites associate with severity and patient outcomes in traumatic brain injury
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5078571/
https://www.ncbi.nlm.nih.gov/pubmed/27665050
http://dx.doi.org/10.1016/j.ebiom.2016.07.015
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