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Science 30 August 2002:
Vol. 297. no. 5586, pp. 1551 - 1555
DOI: 10.1126/science.1073374

Reports

Hierarchical Organization of Modularity in Metabolic Networks

E. Ravasz,1 A. L. Somera,2 D. A. Mongru,2 Z. N. Oltvai,2* A.-L. Barabási1*

Spatially or chemically isolated functional modules composed of several cellular components and carrying discrete functions are considered fundamental building blocks of cellular organization, but their presence in highly integrated biochemical networks lacks quantitative support. Here, we show that the metabolic networks of 43 distinct organisms are organized into many small, highly connected topologic modules that combine in a hierarchical manner into larger, less cohesive units, with their number and degree of clustering following a power law. Within Escherichia coli, the uncovered hierarchical modularity closely overlaps with known metabolic functions. The identified network architecture may be generic to system-level cellular organization.

1 Department of Physics, University of Notre Dame, Notre Dame, IN 46556, USA.
2 Department of Pathology, Northwestern University, Chicago, IL 60611, USA.
*   To whom correspondence should be addressed. E-mail: zno008{at}northwestern.edu (Z.N.O.) and alb{at}nd.edu (A.-L.B.)


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Science. ISSN 0036-8075 (print), 1095-9203 (online)