Novel generic models for differentiating stem cells reveal oscillatory mechanisms

Author:

Farjami Saeed1,Camargo Sosa Karen2ORCID,Dawes Jonathan H. P.3ORCID,Kelsh Robert N.2ORCID,Rocco Andrea14ORCID

Affiliation:

1. Department of Microbial Sciences, University of Surrey, Guildford GU2 7XH, UK

2. Department of Biology and Biochemistry, University of Bath, Bath BA2 7AY, UK

3. Department of Mathematical Sciences, University of Bath, Bath BA2 7AY, UK

4. Department of Physics, University of Surrey, Guildford GU2 7XH, UK

Abstract

Understanding cell fate selection remains a central challenge in developmental biology. We present a class of simple yet biologically motivated mathematical models for cell differentiation that generically generate oscillations and hence suggest alternatives to the standard framework based on Waddington’s epigenetic landscape. The models allow us to suggest two generic dynamical scenarios that describe the differentiation process. In the first scenario, gradual variation of a single control parameter is responsible for both entering and exiting the oscillatory regime. In the second scenario, two control parameters vary: one responsible for entering, and the other for exiting the oscillatory regime. We analyse the standard repressilator and four variants of it and show the dynamical behaviours associated with each scenario. We present a thorough analysis of the associated bifurcations and argue that gene regulatory networks with these repressilator-like characteristics are promising candidates to describe cell fate selection through an oscillatory process.

Funder

Biotechnology and Biological Sciences Research Council

Publisher

The Royal Society

Subject

Biomedical Engineering,Biochemistry,Biomaterials,Bioengineering,Biophysics,Biotechnology

Reference34 articles.

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