From simple to detailed models for cell polarization

Philos Trans R Soc Lond B Biol Sci. 2013 Sep 23;368(1629):20130003. doi: 10.1098/rstb.2013.0003. Print 2013.

Abstract

Many mathematical models have been proposed for the process of cell polarization. Some of these are 'functional models' that capture a class of dynamical behaviour, whereas others are derived from features of signalling molecules. Some mechanistic models are detailed, and therefore complex, whereas others are simplified. Each type contributes to our understanding of cell polarization. However, the huge variety at different levels of detail makes comparisons challenging. Here, we provide examples of both elementary and more detailed models for polarization. We also display how a recent mathematical method, local perturbation analysis, can provide an appropriate tool for such comparisons. This technique simplifies and speeds up the model development process by revealing the effect of model extensions, parameter variations and in silico manipulations such as knock-out or over-expression of key molecules. Finally, simulations in both one dimension and two dimensions, and particularly in deforming two-dimensional 'cells', can highlight behaviour not captured by traditional simulation methods.

Keywords: cell polarization; mathematical analysis; pattern formation; reaction–diffusion equations.

Publication types

  • Comparative Study
  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Cell Polarity / physiology*
  • Cell Shape / physiology*
  • Computer Simulation
  • Models, Biological*
  • Monomeric GTP-Binding Proteins / metabolism

Substances

  • Monomeric GTP-Binding Proteins