Minimal cut sets in biochemical reaction networks

被引:184
作者
Klamt, S [1 ]
Gilles, ED [1 ]
机构
[1] Max Planck Inst Dynam Complex Tech Syst, D-39106 Magdeburg, Germany
关键词
D O I
10.1093/bioinformatics/btg395
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: Structural studies of metabolic networks yield deeper insight into topology, functionality and capabilities of the metabolisms of different organisms. Here, we address the analysis of potential failure modes in metabolic networks whose occurrence will render the network structurally incapable of performing certain functions. Such studies will help to identify crucial parts in the network structure and to find suitable targets for repressing undesired metabolic functions. Results: We introduce the concept of minimal cut sets for biochemical networks. A minimal cut set (MCS) is a minimal (irreducible) set of reactions in the network whose inactivation will definitely lead to a failure in certain network functions. We present an algorithm which enables the computation of the MCSs in a given network related to user-defined objective reactions. This algorithm operates on elementary modes. A number of potential applications are outlined, including network verifications, phenotype predictions, assessing structural robustness and fragility, metabolic flux analysis and target identification in drug discovery. Applications are illustrated by the MCSs in the central metabolism of Escherichia coli for growth on different substrates.
引用
收藏
页码:226 / 234
页数:9
相关论文
共 31 条
[1]   Complex biology with no parameters [J].
Bailey, JE .
NATURE BIOTECHNOLOGY, 2001, 19 (06) :503-504
[2]  
BOLLABAS B, 1998, MODERN GRAPH THEORY
[3]   STOICHIOMETRIC NETWORK ANALYSIS [J].
CLARKE, BL .
CELL BIOPHYSICS, 1988, 12 :237-253
[4]   Constraints-based models: Regulation of gene expression reduces the steady-state solution space [J].
Covert, MW ;
Palsson, BO .
JOURNAL OF THEORETICAL BIOLOGY, 2003, 221 (03) :309-325
[5]   Reverse engineering of biological complexity [J].
Csete, ME ;
Doyle, JC .
SCIENCE, 2002, 295 (5560) :1664-1669
[6]   The Escherichia coli MG1655 in silico metabolic genotype:: Its definition, characteristics, and capabilities [J].
Edwards, JS ;
Palsson, BO .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (10) :5528-5533
[7]   Determination of minimal cut sets of a complex fault tree [J].
Fard, NS .
COMPUTERS & INDUSTRIAL ENGINEERING, 1997, 33 (1-2) :59-62
[8]   The existence and uniqueness of steady states for a class of chemical reaction networks [J].
Feinberg, M .
ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS, 1995, 132 (04) :311-370
[9]   The small world of metabolism [J].
Fell, DA ;
Wagner, A .
NATURE BIOTECHNOLOGY, 2000, 18 (11) :1121-1122
[10]   Genome-scale reconstruction of the Saccharomyces cerevisiae metabolic network [J].
Förster, J ;
Famili, I ;
Fu, P ;
Palsson, BO ;
Nielsen, J .
GENOME RESEARCH, 2003, 13 (02) :244-253