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Sensitivity and robustness in chemical reaction networks

  • Guy Shinar
  • , Uri Alon
  • , Martin Feinberg

Research output: Contribution to journalArticlepeer-review

Abstract

For a wide class of chemical reaction networks, including all those governed by detailed balanced mass-action kinetics, we examine the robustness of equilibrium species concentrations against fluctuations in the overall reactant supply. In particular, we present lower bounds on the individual species-concentration sensitivities that derive from reaction network structure alone, independent of kinetic parameters or even of the particular equilibrium state at which sensitivities are calculated. These bounds suggest that, in the class of reaction networks considered here, very high robustness (i.e., very low sensitivities) should be expected only when the various molecules are constructed from a large number of distinct elemental building blocks that appear in high multiplicity or that combine gregariously. This situation is often encountered in biology.

Original languageEnglish
Pages (from-to)977-998
Number of pages22
JournalSIAM Journal on Applied Mathematics
Volume69
Issue number4
DOIs
StatePublished - 2009
Externally publishedYes

Keywords

  • Chemical reaction networks
  • Equilibrium points
  • Robustness
  • Sensitivity
  • Systems biology

ASJC Scopus subject areas

  • Applied Mathematics

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