Metabolic Flux Determination in Perfused Livers by Mass Balance Analysis: Effect of Fasting

被引:14
作者
Orman, Mehmet A. [2 ]
Arai, Kosuke [1 ]
Yarmush, Martin L. [1 ,3 ]
Androulakis, Ioannis P. [2 ,3 ]
Berthiaume, Francois [1 ,3 ]
Ierapetritou, Marianthi G. [2 ]
机构
[1] Harvard Univ, Shriners Hosp Children, Ctr Engn Med, Massachusetts Gen Hosp,Surg Serv,Med Sch, Boston, MA 02163 USA
[2] Rutgers State Univ, Dept Chem & Biochem Engn, Piscataway, NJ 08854 USA
[3] Rutgers State Univ, Dept Biomed Engn, Piscataway, NJ 08854 USA
关键词
perfused rat livers; flux variability approach; monte carlo sampling; SVD analysis; SINGULAR-VALUE DECOMPOSITION; RED-BLOOD-CELL; HYPERMETABOLIC LIVERS; CULTURED-HEPATOCYTES; GLUCOSE-METABOLISM; FAILURE MODEL; BURN INJURY; RAT; NETWORK; MATRICES;
D O I
10.1002/bit.22878
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Isolated perfuscd livers from fasted rats have been extensively studied to understand the underlying mechanisms of injury induced acute and chronic changes in liver metabolism In this study we investigated the impact of fasting on perfused liver metabolism The methodology we used combines a flux variability approach, sampling analysis and singular value decomposition (SVD) to analyze the data wing the same metabolic reaction network for both fed and fasted livers Considering both experimental observations and mathematical analysis, the results show that 2411 fasting results in a limited glucose production from glycogen and up-regulation of gluconeogenic pathway Glutamate metabolism and fatty acid oxidation are also slightly up regulated whereas aspartate metabolism is down-regulated after fasting Moreover, SVD analysis elucidates that glycogen breakdown mainly affects the pentose phosphate path way in fasted state whereas co-occurrence pattern associated with glycogen breakdown and glycolysis observed in flux samples of fed state is dominant In conclusion, this analysis provides a detailed description of the metabolic changes in two different states, considering the entire steady state flux space and dominant flux patterns that capture the system variations within the flux space Biotechnol Bioeng 2010,107 825-835 (C) 2010 Wiley Periodicals Inc
引用
收藏
页码:825 / 835
页数:11
相关论文
共 29 条
[1]   Intrahepatic amino acid and glucose metabolism in a D-galactosamine-induced rat liver failure model [J].
Arai, K ;
Lee, K ;
Berthiaume, F ;
Tompkins, RG ;
Yarmush, ML .
HEPATOLOGY, 2001, 34 (02) :360-371
[2]   Effects of dehydroepiandrosterone administration on rat hepatic metabolism following thermal injury [J].
Banta, S ;
Yokoyama, T ;
Berthiaume, F ;
Yarmush, ML .
JOURNAL OF SURGICAL RESEARCH, 2005, 127 (02) :93-105
[3]   Contribution of gene expression to metabolic fluxes in hypermetabolic livers induced through burn injury and cecal ligation and puncture in rats [J].
Banta, Scott ;
Vemula, Murali ;
Yokoyama, Tadaaki ;
Jayaraman, Arul ;
Berthiaume, Francois ;
Yarmush, Martin L. .
BIOTECHNOLOGY AND BIOENGINEERING, 2007, 97 (01) :118-137
[4]   Decomposing complex reaction networks using random sampling, principal component analysis and basis rotation [J].
Barrett, Christian L. ;
Herrgard, Markus J. ;
Palsson, Bernhard .
BMC SYSTEMS BIOLOGY, 2009, 3
[5]   Network-level analysis of metabolic regulation in the human red blood cell using random sampling and singular value decomposition [J].
Barrett, CL ;
Price, ND ;
Palsson, BO .
BMC BIOINFORMATICS, 2006, 7 (1)
[6]   INVITRO REVERSAL OF THE FASTING STATE OF LIVER-METABOLISM IN THE RAT - RE-EVALUATION OF THE ROLES OF INSULIN AND GLUCOSE [J].
BOYD, ME ;
ALBRIGHT, EB ;
FOSTER, DW ;
MCGARRY, JD .
JOURNAL OF CLINICAL INVESTIGATION, 1981, 68 (01) :142-152
[7]   Minimal reaction sets for Escherichia coli metabolism under different growth requirements and uptake environments [J].
Burgard, AP ;
Vaidyaraman, S ;
Maranas, CD .
BIOTECHNOLOGY PROGRESS, 2001, 17 (05) :791-797
[8]   Metabolic flux analysis of cultured hepatocytes exposed to plasma [J].
Chan, C ;
Berthiaume, F ;
Lee, K ;
Yarmush, ML .
BIOTECHNOLOGY AND BIOENGINEERING, 2003, 81 (01) :33-49
[9]   Sweet changes: Glucose homeostasis can be altered by manipulating genes controlling hepatic glucose metabolism [J].
Collier, JJ ;
Scott, DK .
MOLECULAR ENDOCRINOLOGY, 2004, 18 (05) :1051-1063
[10]   HEPATOCYTE FUNCTION AND EXTRACELLULAR-MATRIX GEOMETRY - LONG-TERM CULTURE IN A SANDWICH CONFIGURATION [J].
DUNN, JCY ;
YARMUSH, ML ;
KOEBE, HG ;
TOMPKINS, RG .
FASEB JOURNAL, 1989, 3 (02) :174-177