Literature DB >> 22527944

Influence of the nuclear membrane, active transport, and cell shape on the Hes1 and p53-Mdm2 pathways: insights from spatio-temporal modelling.

Marc Sturrock1, Alan J Terry, Dimitris P Xirodimas, Alastair M Thompson, Mark A J Chaplain.   

Abstract

There are many intracellular signalling pathways where the spatial distribution of the molecular species cannot be neglected. These pathways often contain negative feedback loops and can exhibit oscillatory dynamics in space and time. Two such pathways are those involving Hes1 and p53-Mdm2, both of which are implicated in cancer. In this paper we further develop the partial differential equation (PDE) models of Sturrock et al. (J. Theor. Biol., 273:15-31, 2011) which were used to study these dynamics. We extend these PDE models by including a nuclear membrane and active transport, assuming that proteins are convected in the cytoplasm towards the nucleus in order to model transport along microtubules. We also account for Mdm2 inhibition of p53 transcriptional activity. Through numerical simulations we find ranges of values for the model parameters such that sustained oscillatory dynamics occur, consistent with available experimental measurements. We also find that our model extensions act to broaden the parameter ranges that yield oscillations. Hence oscillatory behaviour is made more robust by the inclusion of both the nuclear membrane and active transport. In order to bridge the gap between in vivo and in silico experiments, we investigate more realistic cell geometries by using an imported image of a real cell as our computational domain. For the extended p53-Mdm2 model, we consider the effect of microtubule-disrupting drugs and proteasome inhibitor drugs, obtaining results that are in agreement with experimental studies.

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Year:  2012        PMID: 22527944     DOI: 10.1007/s11538-012-9725-1

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  9 in total

1.  Mean field analysis of a spatial stochastic model of a gene regulatory network.

Authors:  M Sturrock; P J Murray; A Matzavinos; M A J Chaplain
Journal:  J Math Biol       Date:  2014-10-17       Impact factor: 2.259

2.  The role of dimerisation and nuclear transport in the Hes1 gene regulatory network.

Authors:  Marc Sturrock; Andreas Hellander; Sahar Aldakheel; Linda Petzold; Mark A J Chaplain
Journal:  Bull Math Biol       Date:  2013-05-18       Impact factor: 1.758

3.  Cell shape and the microenvironment regulate nuclear translocation of NF-κB in breast epithelial and tumor cells.

Authors:  Julia E Sero; Heba Zuhair Sailem; Rico Chandra Ardy; Hannah Almuttaqi; Tongli Zhang; Chris Bakal
Journal:  Mol Syst Biol       Date:  2015-03       Impact factor: 11.429

4.  The pharmacodynamics of the p53-Mdm2 targeting drug Nutlin: the role of gene-switching noise.

Authors:  Krzysztof Puszynski; Alberto Gandolfi; Alberto d'Onofrio
Journal:  PLoS Comput Biol       Date:  2014-12-11       Impact factor: 4.475

5.  Dynamic bistable switches enhance robustness and accuracy of cell cycle transitions.

Authors:  Jan Rombouts; Lendert Gelens
Journal:  PLoS Comput Biol       Date:  2021-01-07       Impact factor: 4.475

6.  Spatial stochastic modelling of the Hes1 gene regulatory network: intrinsic noise can explain heterogeneity in embryonic stem cell differentiation.

Authors:  Marc Sturrock; Andreas Hellander; Anastasios Matzavinos; Mark A J Chaplain
Journal:  J R Soc Interface       Date:  2013-01-16       Impact factor: 4.118

7.  Is the Cell Nucleus a Necessary Component in Precise Temporal Patterning?

Authors:  Jaroslav Albert; Marianne Rooman
Journal:  PLoS One       Date:  2015-07-30       Impact factor: 3.240

Review 8.  Reaction-diffusion systems for spatio-temporal intracellular protein networks: A beginner's guide with two examples.

Authors:  Ján Eliaš; Jean Clairambault
Journal:  Comput Struct Biotechnol J       Date:  2014-06-11       Impact factor: 7.271

9.  Oscillations in well-mixed, deterministic feedback systems: Beyond ring oscillators.

Authors:  Karen M Page
Journal:  J Theor Biol       Date:  2019-05-03       Impact factor: 2.691

  9 in total

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