NMR metabolomic study of blood plasma in ischemic and ischemically preconditioned rats: an increased level of ketone bodies and decreased content of glycolytic products 24 h after global cerebral ischemia

被引:29
作者
Baranovicova, Eva [1 ]
Grendar, Marian [2 ]
Kalenska, Dagmar [3 ]
Tomascova, Anna [3 ]
Cierny, Daniel [4 ,5 ]
Lehotsky, Jan [1 ,3 ]
机构
[1] Comenius Univ, Jessenius Fac Med, Biomed Ctr BioMed, Div Neurosci, Mala Hora 4, Martin 03601, Slovakia
[2] Comenius Univ, Jessenius Fac Med, Biomed Ctr BioMed, Bioinformat Unit, Mala Hora 4, Martin 03601, Slovakia
[3] Comenius Univ, Jessenius Fac Med, Dept Med Biochem, Mala Hora 4, Martin 03601, Slovakia
[4] Comenius Univ, Jessenius Fac Med, Dept Clin Biochem, Kollarova 2, Martin 03659, Slovakia
[5] Univ Hosp Martin, Kollarova 2, Martin 03659, Slovakia
关键词
Ischemia; Rats; Blood plasma; Metabolomics; Random forest; NMR; CREATINE; STROKE; CHOLINE; REPERFUSION; TOLERANCE; LACTATE; DAMAGE;
D O I
10.1007/s13105-018-0632-2
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Cardiac arrest is one of the leading causes of death among adults in older age. Understanding mechanisms how organism responds to ischemia at global level is essential for the prevention and ischemic patient's treatment. In this study, we used a global cerebral ischemia induced by four-vessel occlusion as an established animal model for ischemic stroke to investigate metabolic changes after 24 h reperfusion, when transitions occur due to the onset of delayed neuronal death. We also focused on the endogenous phenomenon known as ischemic tolerance by the pre-ischemic treatment. The experiments were carried out on blood plasma samples as easily available and metabolically reflecting the overall changes in injured organism. Our results imply that disturbed glycolysis pathway, as a consequence of ischemic injury, leads to the increased level of ketone bodies (acetone, acetoacetate and beta-hydroxybutyrate) along with increased utilization of triacylglycerols in plasma of ischemic and ischemically preconditioned rats. Complementary to, a decreased level of glycolytic intermediates (lactate, pyruvate, acetate) with increased level of glucose was found in ischemic and preconditioned animals. The protective effect of ischemic preconditioning on metabolome recovery was demonstrated by significantly increased level of creatine compared to ischemic, non-preconditioned rats. We also document that acetoacetate, pyruvate, lactate, and leucine have the best discriminatory power between ischemic and control plasma. Conclusively, our results provide evidence that NMR spectra analysis can identify specific group of metabolites present in plasma with the capability for discrimination between individual groups of animals. In addition, an excellent feasibility for the statistical discrimination among ischemic, preconditioned, and control rats can be applied regardless of native or deproteinated plasma and also regardless of noesy or cpmg NMR acquisition.
引用
收藏
页码:417 / 429
页数:13
相关论文
共 53 条
[1]   Effect of vitamin C on liver and kidney functions in normal and diabetic rats [J].
Al Shamsi, Mariam ;
Amin, Amr ;
Adeghate, Ernest .
DIABETES MELLITUS AND ITS COMPLICATIONS: MOLECULAR MECHANISMS, EPIDEMIOLOGY, AND CLINICAL MEDICINE, 2006, 1084 :371-390
[2]  
[Anonymous], 2003, Statistical Methods for Rates and Proportions
[3]  
Barallobre-Barreiro J, 2013, REV ESP CARDIOL, V66, P657, DOI [10.1016/j.recesp.2013.04.010, 10.1016/j.rec.2013.04.009]
[4]   Creatine and the Liver: Metabolism and Possible Interactions [J].
Barcelos, R. P. ;
Stefanello, S. T. ;
Mauriz, J. L. ;
Gonzalez-Gallego, J. ;
Soares, F. A. A. .
MINI-REVIEWS IN MEDICINAL CHEMISTRY, 2016, 16 (01) :12-18
[5]   Statistical methods for the analysis of high-throughput metabolomics data [J].
Bartel, Joerg ;
Krumsiek, Jan ;
Theis, Fabian J. .
COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2013, 4 (05)
[6]   Metabolic profiling, metabolomic and metabonomic procedures for NMR spectroscopy of urine, plasma, serum and tissue extracts [J].
Beckonert, Olaf ;
Keun, Hector C. ;
Ebbels, Timothy M. D. ;
Bundy, Jacob G. ;
Holmes, Elaine ;
Lindon, John C. ;
Nicholson, Jeremy K. .
NATURE PROTOCOLS, 2007, 2 (11) :2692-2703
[7]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[8]  
Brody T., 1999, NUTR BIOCH
[9]   EFFECT OF DICHLOROACETATE ON RECOVERY OF BRAIN LACTATE, PHOSPHORUS ENERGY METABOLITES, AND GLUTAMATE DURING REPERFUSION AFTER COMPLETE CEREBRAL-ISCHEMIA IN RATS [J].
CHANG, LH ;
SHIMIZU, H ;
ABIKO, H ;
SWANSON, RA ;
FADEN, AI ;
JAMES, TL ;
WEINSTEIN, PR .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 1992, 12 (06) :1030-1038
[10]   Lactate - the forgotten fuel! [J].
Chatham, JC .
JOURNAL OF PHYSIOLOGY-LONDON, 2002, 542 (02) :333-333