Metabolic systems cost-benefit analysis for interpreting network structure and regulation

被引:42
作者
Carlson, Ross P. [1 ]
机构
[1] Montana State Univ, Ctr Biofilm Engn, Dept Biol & Chem Engn, Bozeman, MT 59717 USA
关键词
D O I
10.1093/bioinformatics/btm082
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: Interpretation of bioinformatics data in terms of cellular function is a major challenge facing systems biology. This question is complicated by robust metabolic networks filled with structural features like parallel pathways and isozymes. Under conditions of nutrient sufficiency, metabolic networks are well known to be regulated for thermodynamic efficiency however; efficient biochemical pathways are anabolically expensive to construct. While parameters like thermodynamic efficiency have been extensively studied, a systems-based analysis of anabolic proteome synthesis 'costs' and the cellular function implications of these costs has not been reported. Results: A cost-benefit analysis of an in silico Escherichia coli network revealed the relationship between metabolic pathway proteome synthesis requirements, DNA-coding sequence length, thermodynamic efficiency and substrate affinity. The results highlight basic metabolic network design principles. Pathway proteome synthesis requirements appear to have shaped biochemical network structure and regulation. Under conditions of nutrient scarcity and other general stresses, E.coli expresses pathways with relatively inexpensive proteome synthesis requirements instead of more efficient but also anabolically more expensive pathways. This evolutionary strategy provides a cellular function-based explanation for common network motifs like isozymes and parallel pathways and possibly explains 'overflow' metabolisms observed during nutrient scarcity.
引用
收藏
页码:1258 / 1264
页数:7
相关论文
共 43 条
[1]   Metabolic efficiency and amino acid composition in the proteomes of Escherichia coli and Bacillus subtilis [J].
Akashi, H ;
Gojobori, T .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (06) :3695-3700
[2]   Effects of limited aeration and of the ArcAB system on intermediary pyruvate catabolism in Escherichia coli [J].
Alexeeva, S ;
de Kort, B ;
Sawers, G ;
Hellingwerf, KJ ;
de Mattos, MJT .
JOURNAL OF BACTERIOLOGY, 2000, 182 (17) :4934-4940
[3]   Intimate evolution of proteins -: Proteome atomic content correlates with genome base composition [J].
Baudouin-Cornu, P ;
Schuerer, K ;
Marlière, P ;
Thomas, D .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2004, 279 (07) :5421-5428
[4]   Molecular evolution of protein atomic composition [J].
Baudouin-Cornu, P ;
Surdin-Kerjan, Y ;
Marlière, P ;
Thomas, D .
SCIENCE, 2001, 293 (5528) :297-300
[5]   Nitrogen versus carbon use in prokaryotic genomes and proteomes [J].
Bragg, JG ;
Hyder, CL .
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2004, 271 :S374-S377
[6]   Fundamental Escherichia coli biochemical pathways for biomass and energy production:: Creation of overall flux states [J].
Carlson, R ;
Srienc, F .
BIOTECHNOLOGY AND BIOENGINEERING, 2004, 86 (02) :149-162
[7]   Fundamental Escherichia coli biochemical pathways for biomass and energy production:: Identification of reactions [J].
Carlson, R ;
Srienc, F .
BIOTECHNOLOGY AND BIOENGINEERING, 2004, 85 (01) :1-19
[8]  
de Mattos MJT, 1997, J BIOTECHNOL, V59, P117
[9]  
ELMANSI EMT, 1989, J GEN MICROBIOL, V135, P2875
[10]   A novel metabolic cycle catalyzes glucose oxidation and anaplerosis in hungry Escherichia coli [J].
Fischer, E ;
Sauer, U .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2003, 278 (47) :46446-46451