Article

Minimal cut sets in a metabolic network are elementary modes in a dual network.

Institute for Operations Research, Department of Mathematics, ETH Zürich, Rämistrasse 101, 8092 Zürich, Switzerland.
Bioinformatics (impact factor: 5.47). 12/2011; 28(3):381-7. DOI:10.1093/bioinformatics/btr674
Source: PubMed

ABSTRACT Elementary modes (EMs) and minimal cut sets (MCSs) provide important techniques for metabolic network modeling. Whereas EMs describe minimal subnetworks that can function in steady state, MCSs are sets of reactions whose removal will disable certain network functions. Effective algorithms were developed for EM computation while calculation of MCSs is typically addressed by indirect methods requiring the computation of EMs as initial step.
In this contribution, we provide a method that determines MCSs directly without calculating the EMs. We introduce a duality framework for metabolic networks where the enumeration of MCSs in the original network is reduced to identifying the EMs in a dual network. As a further extension, we propose a generalization of MCSs in metabolic networks by allowing the combination of inhomogeneous constraints on reaction rates. This framework provides a promising tool to open the concept of EMs and MCSs to a wider class of applications.
utz-uwe.haus@math.ethz.ch; klamt@mpi-magdeburg.mpg.de
Supplementary data are available at Bioinformatics online.

0 0
 · 
0 Bookmarks
 · 
40 Views

Keywords

Bioinformatics online
 
determines MCSs
 
dual network
 
duality framework
 
Effective algorithms
 
Elementary modes
 
EMs
 
indirect methods
 
inhomogeneous constraints
 
initial step
 
metabolic network modeling
 
metabolic networks
 
minimal subnetworks
 
original network
 
promising tool
 
reaction rates
 
reactions
 
steady state
 
Supplementary data
 
wider class