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

被引:79
作者
Oresic, Matej [1 ,2 ,3 ]
Posti, Jussi P. [4 ,5 ,6 ,7 ]
Kamstrup-Nielsen, Maja H. [3 ]
Takala, Riikka S. K.
Lingsma, Hester F. [9 ]
Mattila, Ismo [3 ]
Jantti, Sirkku
Katila, Ari J. [8 ]
Carpenter, Keri L. H. [10 ]
Ala-Seppala, Henna [6 ]
Kyllonen, Anna [6 ]
Maanpaa, Henna-Riikka [6 ,7 ]
Tallus, Jussi [6 ,7 ]
Coles, Jonathan P. [7 ,11 ]
Heino, Iiro [6 ,7 ]
Frantzen, Janek [5 ,6 ,7 ]
Hutchinson, Peter J. [10 ]
Menon, David K. [11 ]
Tenovuo, Olli [6 ,7 ]
Hyotylainen, Tuulia [1 ,2 ,3 ,4 ,12 ,13 ]
机构
[1] Univ Turku, Turku Ctr Biotechnol, FI-20520 Turku, Finland
[2] Abo Akad Univ, FI-20520 Turku, Finland
[3] Steno Diabet Ctr A S, DK-2820 Gentofte, Denmark
[4] VTT, VTT Tech Res Ctr Finland, FI-02044 Espoo, Finland
[5] Turku Univ Hosp, Dept Neurosurg, Div Clin Neurosci, FI-20521 Turku, Finland
[6] Turku Univ Hosp, Dept Rehabil & Brain Trauma, Div Clin Neurosci, FI-20521 Turku, Finland
[7] Univ Turku, Dept Neurol, FI-20014 Turku, Finland
[8] Turku Univ Hosp, Perioperat Serv Intens Care Med & Pain Management, FI-20521 Turku, Finland
[9] Erasmus MC Univ Med Ctr, Dept Publ Hlth, Rotterdam, Netherlands
[10] Univ Cambridge, Dept Clin Neurosci, Div Neurosurg, Box 167,Cambridge Biomed Campus, Cambridge CB2 0QQ, England
[11] Univ Cambridge, Dept Med, Div Anaesthesia, Box 93,Cambridge Biomed Campus, Cambridge CB2 0QQ, England
[12] Univ Helsinki, Cent Hosp, Clin Res Inst, FI-00290 Helsinki, Finland
[13] Univ Orebro, Dept Chem, S-70281 Orebro, Sweden
关键词
Biomarkers; Mass spectrometry; Metabolomics; Traumatic brain injury; CEREBRAL-ISCHEMIA; DAMAGE; HEAD; BARRIER; MARKERS; PROTEIN; S100B; ACIDS; PREDICTORS; DISRUPTION;
D O I
10.1016/j.ebiom.2016.07.015
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 venue for the development of diagnostic and prognostic markers of broad spectrum of TBIs. (C) 2016 Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:118 / 126
页数:9
相关论文
共 46 条
[1]   Predictors of acute child and family outcome following traumatic brain injury in children [J].
Anderson, VA ;
Catroppa, C ;
Haritou, F ;
Morse, S ;
Pentland, L ;
Rosenfeld, J ;
Stargatt, R .
PEDIATRIC NEUROSURGERY, 2001, 34 (03) :138-148
[2]   Identification of inflicted traumatic brain injury in well-appearing infants using serum and cerebrospinal markers: A possible screening tool [J].
Berger, RP ;
Dulani, T ;
Adelson, PD ;
Leventhal, JM ;
Richichi, R ;
Kochanek, PM .
PEDIATRICS, 2006, 117 (02) :325-332
[3]  
Bullock R., 2007, J Neurotrauma, V24, pS1, DOI DOI 10.1089/NEU.2007.9999
[4]   Data Analysis Tool for Comprehensive Two-Dimensional Gas Chromatography/Time-of-Flight Mass Spectrometry [J].
Castillo, Sandra ;
Mattila, Ismo ;
Miettinen, Jarkko ;
Oresic, Matej ;
Hyotylainen, Tuulia .
ANALYTICAL CHEMISTRY, 2011, 83 (08) :3058-3067
[5]   Potent neuroprotective properties against the Alzheimer β-amyloid by an endogenous melatonin-related indole structure, indole-3-propionic acid [J].
Chyan, YJ ;
Poeggeler, B ;
Omar, RA ;
Chain, DG ;
Frangione, B ;
Ghiso, J ;
Pappolla, MA .
JOURNAL OF BIOLOGICAL CHEMISTRY, 1999, 274 (31) :21937-21942
[6]   Cerebral glucose metabolism after traumatic brain injury in the rat studied by 13C-glucose and microdialysis [J].
Clausen, Fredrik ;
Hillered, Lars ;
Gustafsson, Jan .
ACTA NEUROCHIRURGICA, 2011, 153 (03) :653-658
[7]   Incidence and mechanisms of cerebral ischemia in early clinical head injury [J].
Coles, JP ;
Fryer, TD ;
Smielewski, P ;
Chatfield, DA ;
Steiner, LA ;
Johnston, AJ ;
Downey, SPMJ ;
Williams, GB ;
Aigbirhio, F ;
Hutchinson, PJ ;
Rice, K ;
Carpenter, TA ;
Clark, JC ;
Pickard, JD ;
Menon, DK .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2004, 24 (02) :202-211
[8]   Inhibition of energy metabolism in cerebral cortex of young rats by the medium-chain fatty acids accumulating in MCAD deficiency [J].
de Assis, DR ;
Maria, RD ;
Rosa, RB ;
Schuck, PF ;
Ribeiro, CAJ ;
Ferreira, GD ;
Dutra, CS ;
Wyse, ATD ;
Wannmacher, CMD ;
Perry, MLS ;
Wajner, M .
BRAIN RESEARCH, 2004, 1030 (01) :141-151
[9]  
Ebert D, 2003, J NEUROSCI, V23, P5928
[10]   Energy dysfunction as a predictor of outcome after moderate or severe head injury: Indices of oxygen, glucose, and lactate metabolism [J].
Glenn, TC ;
Kelly, DF ;
Boscardin, WJ ;
McArthur, DL ;
Vespa, P ;
Oertel, M ;
Hovda, DA ;
Bergsneider, M ;
Hillered, L ;
Martin, NA .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2003, 23 (10) :1239-1250