PLoS Computational Biology (May 2021)

Ten steps to investigate a cellular system with mathematical modeling.

  • Jasia King,
  • Kerbaï Saïd Eroumé,
  • Roman Truckenmüller,
  • Stefan Giselbrecht,
  • Ann E Cowan,
  • Leslie Loew,
  • Aurélie Carlier

DOI
https://doi.org/10.1371/journal.pcbi.1008921
Journal volume & issue
Vol. 17, no. 5
p. e1008921

Abstract

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Cellular and intracellular processes are inherently complex due to the large number of components and interactions, which are often nonlinear and occur at different spatiotemporal scales. Because of this complexity, mathematical modeling is increasingly used to simulate such systems and perform experiments in silico, many orders of magnitude faster than real experiments and often at a higher spatiotemporal resolution. In this article, we will focus on the generic modeling process and illustrate it with an example model of membrane lipid turnover.