Stochasticity in the miR-9/Hes1 oscillatory network can account for clonal heterogeneity in the timing of differentiation

Author:

Phillips Nick E1,Manning Cerys S1,Pettini Tom1,Biga Veronica1,Marinopoulou Elli1,Stanley Peter1,Boyd James1,Bagnall James1,Paszek Pawel1,Spiller David G1,White Michael RH1ORCID,Goodfellow Marc234ORCID,Galla Tobias5,Rattray Magnus1,Papalopulu Nancy1ORCID

Affiliation:

1. Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom

2. College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter, United Kingdom

3. Centre for Biomedical Modelling and Analysis, University of Exeter, Exeter, United Kingdom

4. EPSRC Centre for Predictive Modelling in Healthcare, University of Exeter, Exeter, United Kingdom

5. Theoretical Physics, School of Physics and Astronomy, University of Manchester, Manchester, United Kingdom

Abstract

Recent studies suggest that cells make stochastic choices with respect to differentiation or division. However, the molecular mechanism underlying such stochasticity is unknown. We previously proposed that the timing of vertebrate neuronal differentiation is regulated by molecular oscillations of a transcriptional repressor, HES1, tuned by a post-transcriptional repressor, miR-9. Here, we computationally model the effects of intrinsic noise on the Hes1/miR-9 oscillator as a consequence of low molecular numbers of interacting species, determined experimentally. We report that increased stochasticity spreads the timing of differentiation in a population, such that initially equivalent cells differentiate over a period of time. Surprisingly, inherent stochasticity also increases the robustness of the progenitor state and lessens the impact of unequal, random distribution of molecules at cell division on the temporal spread of differentiation at the population level. This advantageous use of biological noise contrasts with the view that noise needs to be counteracted.

Funder

Biotechnology and Biological Sciences Research Council

Wellcome Trust

Medical Research Council

Engineering and Physical Sciences Research Council

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

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