Projects per year
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.
cell fate selection through an oscillatory process.
| Original language | English |
|---|---|
| Article number | 20210442 |
| Number of pages | 22 |
| Journal | Journal of the Royal Society, Interface |
| Volume | 18 |
| Issue number | 183 |
| Early online date | 6 Oct 2021 |
| DOIs | |
| Publication status | Published - 31 Oct 2021 |
Funding
We gratefully acknowledge Laura Hattam and Michael Thomas for helpful preliminary modelling work. R.N.K. gratefully acknowledges support from the Institute for Mathematical Innovation at the University of Bath that helped to advance this project in its early stages. Funding was provided by BBSRC grant nos BB/S01604X/1 (S.F. and A.R.) and BB/S015906/1 (K.C.S., J.H.P.D. and R.N.K.). Acknowledgements
| Funders | Funder number |
|---|---|
| Institute for Mathematical Innovation | |
| Biotechnology and Biological Sciences Research Council | BB/S015906/1, BB/S01604X/1 |
Keywords
- differentiation
- gene expression
- gene regulatory network
- multipotency
- oscillation
- stem cell
ASJC Scopus subject areas
- Bioengineering
- Biophysics
- Biochemistry
- Biotechnology
- Biomedical Engineering
- Biomaterials
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Dive into the research topics of 'Novel Generic Models for Differentiating Stem Cells Reveal Oscillatory Mechanisms'. Together they form a unique fingerprint.Projects
- 2 Finished
-
Rethinking the neural crest – a novel dynamic model of neural crest fate restriction
Kelsh, R. (PI)
Biotechnology and Biological Sciences Research Council
1/09/19 → 15/12/23
Project: Research council
-
Rethinking the neural crest – a novel dynamic model of neural crest fate restriction
Dawes, J. (PI)
Biotechnology and Biological Sciences Research Council
1/09/19 → 31/12/23
Project: Research council
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