Application of comprehensive two-dimensional gas chromatography with time-of-flight mass spectrometry method to identify potential biomarkers of perinatal asphyxia in a non-human primate model

被引:79
作者
Beckstrom, Andrew C.
Humston, Elizabeth M. [2 ]
Snyder, Laura R. [3 ]
Synovec, Robert E. [2 ]
Juul, Sandra E. [1 ]
机构
[1] Univ Washington, Dept Pediat, Div Neonatol, Seattle, WA 98195 USA
[2] Univ Washington, Dept Chem, Seattle, WA 98195 USA
[3] Univ Washington, Dept Pathol, Seattle, WA 98195 USA
关键词
Hypoxia-ischemia; Chemometrics; GC x GC-TOFMS; Neurodevelopment; Metabolomics; HYPOXIC-ISCHEMIC ENCEPHALOPATHY; GC-TOFMS DATA; NEONATAL ENCEPHALOPATHY; ARACHIDONIC-ACID; METABOLOMICS; METABOLITES; HYPOTHERMIA; INFANTS; IDENTIFICATION; CHEMOMETRICS;
D O I
10.1016/j.chroma.2011.01.086
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Perinatal asphyxia is a leading cause of brain injury in infants, occurring in 2-4 per 1000 live births. The clinical response to asphyxia is variable and difficult to predict with current diagnostic tests. Reliable biomarkers are needed to help predict the timing and severity of asphyxia, as well as response to treatment. Two-dimensional gas chromatography-time-of-flight-mass spectrometry (GC x GC-TOFMS) was used herein, in conjunction with chemometric data analysis approaches for metabolomic analysis in order to identify significant metabolites affected by birth asphyxia. Blood was drawn before and after 15 or 18 min of cord occlusion in a Macaca nemestrina model of perinatal asphyxia. Postnatal samples were drawn at 5 min of age (n = 20 subjects). Metabolomic profiles of asphyxiated animals were compared to four controls delivered at comparable gestational age. Fifty metabolites with the greatest change pre- to post-asphyxia were identified and quantified. The metabolic profile of post-asphyxia samples showed marked variability compared to the pre-asphyxia samples. Fifteen of the 50 metabolites showed significant elevation in response to asphyxia, ten of which remained significant upon comparison to the control animals. This metabolomic analysis confirmed lactate and creatinine as markers of asphyxia and discovered new metabolites including succinic acid and malate (intermediates in the Krebs cycle) and arachidonic acid (a brain fatty acid and inflammatory marker) as potential biomarkers. GC x GC-TOFMS coupled with chemometric data analysis are useful tools to identify acute biomarkers of brain injury. Further study is needed to correlate these metabolites with severity of disease, and response to treatment. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:1899 / 1906
页数:8
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