Mathematical modelling of a microRNA-regulated gene network in Caenorhabditis elegans

Mainul Haque, John R. King, Simon Preston, Matthew Loose, David de Pomerai

Research output: Journal PublicationArticlepeer-review

1 Citation (Scopus)

Abstract

MicroRNAs are known to regulate gene expression either by repressing translation or by directing sequence-specific degradation of target mRNAs, and are therefore considered to be key regulators of gene expression. A gene-regulatory pathway involving heterochronic genes controls the temporal pattern of Caenorhabditis elegans postembryonic cell lineages. Based on experimental data, we propose and analyze a mathematical model of a gene-regulatory module in this nematode involving two heterochronic genes, lin-14 and lin-28, which are both regulated by lin-4, encoding a microRNA. The conditions under which the model experiences bifurcations are investigated. We determine the parameter regimes for which the system exhibits monostability and bistability, the latter associated with a biological switch. We observe in particular that bistability occurs without co-operativity, in keeping with knowledge about the regulatory behaviour of lin-14 and lin-28. The analytical results are confirmed by numerical simulations that illustrate how the microRNA lin-4 plays a crucial role in determining of the qualitative dynamics of the model.

Original languageEnglish
Pages (from-to)2881-2904
Number of pages24
JournalMathematical Biosciences and Engineering
Volume17
Issue number4
DOIs
Publication statusPublished - 30 Mar 2020
Externally publishedYes

Keywords

  • Biological switches
  • Heterochronic genes (lin-14 and lin-28)
  • Mathematical modelling
  • MicroRNA lin-4

ASJC Scopus subject areas

  • Modelling and Simulation
  • Agricultural and Biological Sciences (all)
  • Computational Mathematics
  • Applied Mathematics

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