The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling

Juxtacrine signalling mechanisms are known to be crucial in tissue and organ development, leading to spatial patterns in gene expression. We investigate the patterning behaviour of a discrete model of juxtacrine cell signalling due to Owen \& Sherratt (\emph{Math. Biosci.}, 1998, {\bf 153}(2):12...

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Main Authors: O'Dea, Reuben D., King, John R.
Format: Article
Published: Oxford University Press 2013
Online Access:https://eprints.nottingham.ac.uk/29052/
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author O'Dea, Reuben D.
King, John R.
author_facet O'Dea, Reuben D.
King, John R.
author_sort O'Dea, Reuben D.
building Nottingham Research Data Repository
collection Online Access
description Juxtacrine signalling mechanisms are known to be crucial in tissue and organ development, leading to spatial patterns in gene expression. We investigate the patterning behaviour of a discrete model of juxtacrine cell signalling due to Owen \& Sherratt (\emph{Math. Biosci.}, 1998, {\bf 153}(2):125--150) in which ligand molecules, unoccupied receptors and bound ligand-receptor complexes are modelled. Feedback between the ligand and receptor production and the level of bound receptors is incorporated. By isolating two parameters associated with the feedback strength and employing numerical simulation, linear stability and bifurcation analysis, the pattern-forming behaviour of the model is analysed under regimes corresponding to lateral inhibition and induction. Linear analysis of this model fails to capture the patterning behaviour exhibited in numerical simulations. Via bifurcation analysis we show that, since the majority of periodic patterns fold subcritically from the homogeneous steady state, a wide variety of stable patterns exists at a given parameter set, providing an explanation for this failure. The dominant pattern is isolated via numerical simulation. Additionally, by sampling patterns of non-integer wavelength on a discrete mesh, we highlight a disparity between the continuous and discrete representations of signalling mechanisms: in the continuous case, patterns of arbitrary wavelength are possible, while sampling such patterns on a discrete mesh leads to longer wavelength harmonics being selected where the wavelength is rational; in the irrational case, the resulting aperiodic patterns exhibit `local periodicity', being constructed from distorted stable shorter-wavelength patterns. This feature is consistent with experimentally observed patterns, which typically display approximate short-range periodicity with defects.
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spelling nottingham-290522020-05-04T20:19:13Z https://eprints.nottingham.ac.uk/29052/ The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling O'Dea, Reuben D. King, John R. Juxtacrine signalling mechanisms are known to be crucial in tissue and organ development, leading to spatial patterns in gene expression. We investigate the patterning behaviour of a discrete model of juxtacrine cell signalling due to Owen \& Sherratt (\emph{Math. Biosci.}, 1998, {\bf 153}(2):125--150) in which ligand molecules, unoccupied receptors and bound ligand-receptor complexes are modelled. Feedback between the ligand and receptor production and the level of bound receptors is incorporated. By isolating two parameters associated with the feedback strength and employing numerical simulation, linear stability and bifurcation analysis, the pattern-forming behaviour of the model is analysed under regimes corresponding to lateral inhibition and induction. Linear analysis of this model fails to capture the patterning behaviour exhibited in numerical simulations. Via bifurcation analysis we show that, since the majority of periodic patterns fold subcritically from the homogeneous steady state, a wide variety of stable patterns exists at a given parameter set, providing an explanation for this failure. The dominant pattern is isolated via numerical simulation. Additionally, by sampling patterns of non-integer wavelength on a discrete mesh, we highlight a disparity between the continuous and discrete representations of signalling mechanisms: in the continuous case, patterns of arbitrary wavelength are possible, while sampling such patterns on a discrete mesh leads to longer wavelength harmonics being selected where the wavelength is rational; in the irrational case, the resulting aperiodic patterns exhibit `local periodicity', being constructed from distorted stable shorter-wavelength patterns. This feature is consistent with experimentally observed patterns, which typically display approximate short-range periodicity with defects. Oxford University Press 2013-06 Article PeerReviewed O'Dea, Reuben D. and King, John R. (2013) The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling. Mathematical Medicine and Biology, 30 (2). pp. 95-113. ISSN 1477-8599 http://imammb.oxfordjournals.org/content/30/2/95 doi:10.1093/imammb/dqr028 doi:10.1093/imammb/dqr028
spellingShingle O'Dea, Reuben D.
King, John R.
The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling
title The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling
title_full The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling
title_fullStr The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling
title_full_unstemmed The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling
title_short The isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling
title_sort isolation of spatial patterning modes in a mathematical model of juxtacrine cell signalling
url https://eprints.nottingham.ac.uk/29052/
https://eprints.nottingham.ac.uk/29052/
https://eprints.nottingham.ac.uk/29052/