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Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury.
- Source :
-
EBioMedicine [EBioMedicine] 2016 Oct; Vol. 12, pp. 118-126. Date of Electronic Publication: 2016 Jul 15. - Publication Year :
- 2016
-
Abstract
- 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.<br /> (Copyright © 2016. Published by Elsevier B.V.)
- Subjects :
- Adolescent
Adult
Aged
Aged, 80 and over
Biomarkers
Brain Injuries, Traumatic mortality
Female
Glasgow Coma Scale
Humans
Male
Middle Aged
Patient Outcome Assessment
Prognosis
Prospective Studies
ROC Curve
Reproducibility of Results
Severity of Illness Index
Tomography, X-Ray Computed
Workflow
Young Adult
Brain Injuries, Traumatic blood
Brain Injuries, Traumatic diagnosis
Metabolome
Metabolomics methods
Subjects
Details
- Language :
- English
- ISSN :
- 2352-3964
- Volume :
- 12
- Database :
- MEDLINE
- Journal :
- EBioMedicine
- Publication Type :
- Academic Journal
- Accession number :
- 27665050
- Full Text :
- https://doi.org/10.1016/j.ebiom.2016.07.015