The small world inside large metabolic networks

被引:630
作者
Wagner, A
Fell, DA [1 ]
机构
[1] Oxford Brookes Univ, Sch Biol & Mol Sci, Oxford OX3 0BP, England
[2] Univ New Mexico, Dept Biol, Albuquerque, NM 87131 USA
关键词
metabolism; graph theory; small world; evolution; origin of life;
D O I
10.1098/rspb.2001.1711
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The metabolic network of the catabolic, energy and biosynthetic metabolism of Escherichia colt is a paradigmatic case for the large genetic and metabolic networks that functional genomics efforts are beginning to elucidate. To analyse the structure of previously unknown networks involving hundreds or thousands of components by simple visual inspection is impossible, and quantitative approaches are needed to analyse them. We have undertaken a graph theoretical analysis of the E. coli metabolic network and find that this network is a small-world graph, a type of graph distinct from both regular and random networks and observed in a variety of seemingly unrelated areas, such as friendship networks in sociology, the structure of electrical power grids, and the nervous system of Caenorhabditis elegans. Moreover, the connectivity of the metabolites follows a power law, another unusual but by no means rare statistical distribution. This provides an objective criterion for the centrality of the tricarboxylic acid cycle to metabolism. The small-world architecture may serve to minimize transition times between metabolic states, and contains evidence about the evolutionary history of metabolism.
引用
收藏
页码:1803 / 1810
页数:8
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