Dynamic modeling of complex biological systems: a link between metabolic and macroscopic description

Math Biosci. 2005 Jan;193(1):25-49. doi: 10.1016/j.mbs.2004.11.007. Epub 2004 Dec 28.

Abstract

In this study, a class of dynamic models based on metabolic reaction pathways is analyzed, showing that systems with complex intracellular reaction networks can be represented by macroscopic reactions relating extracellular components only. Based on rigorous assumptions, the model reduction procedure is systematic and allows an equivalent 'input-output' representation of the system to be derived. The procedure is illustrated with a few examples.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Animals
  • Biomass
  • Bioreactors*
  • Biotechnology / methods
  • Cell Proliferation
  • Cells, Cultured
  • Eukaryotic Cells / metabolism*
  • Humans
  • Hybridomas / metabolism
  • Kinetics
  • Models, Biological*
  • Nonlinear Dynamics