Patterns of mesenchymal condensation in a multiscale, discrete stochastic model.
Cells of the embryonic vertebrate limb in high-density culture undergo chondrogenic pattern formation, which results in the production of regularly spaced "islands" of cartilage similar to the cartilage primordia of the developing limb skeleton. The first step in this process, in vitro and...
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doaj-58c8c4b955a645358f4ad885eb91fb282020-11-24T21:51:15ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582007-04-0134e7610.1371/journal.pcbi.0030076Patterns of mesenchymal condensation in a multiscale, discrete stochastic model.Scott ChristleyMark S AlberStuart A NewmanCells of the embryonic vertebrate limb in high-density culture undergo chondrogenic pattern formation, which results in the production of regularly spaced "islands" of cartilage similar to the cartilage primordia of the developing limb skeleton. The first step in this process, in vitro and in vivo, is the generation of "cell condensations," in which the precartilage cells become more tightly packed at the sites at which cartilage will form. In this paper we describe a discrete, stochastic model for the behavior of limb bud precartilage mesenchymal cells in vitro. The model uses a biologically motivated reaction-diffusion process and cell-matrix adhesion (haptotaxis) as the bases of chondrogenic pattern formation, whereby the biochemically distinct condensing cells, as well as the size, number, and arrangement of the multicellular condensations, are generated in a self-organizing fashion. Improving on an earlier lattice-gas representation of the same process, it is multiscale (i.e., cell and molecular dynamics occur on distinct scales), and the cells are represented as spatially extended objects that can change their shape. The authors calibrate the model using experimental data and study sensitivity to changes in key parameters. The simulations have disclosed two distinct dynamic regimes for pattern self-organization involving transient or stationary inductive patterns of morphogens. The authors discuss these modes of pattern formation in relation to available experimental evidence for the in vitro system, as well as their implications for understanding limb skeletal patterning during embryonic development.http://europepmc.org/articles/PMC1857812?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Scott Christley Mark S Alber Stuart A Newman |
spellingShingle |
Scott Christley Mark S Alber Stuart A Newman Patterns of mesenchymal condensation in a multiscale, discrete stochastic model. PLoS Computational Biology |
author_facet |
Scott Christley Mark S Alber Stuart A Newman |
author_sort |
Scott Christley |
title |
Patterns of mesenchymal condensation in a multiscale, discrete stochastic model. |
title_short |
Patterns of mesenchymal condensation in a multiscale, discrete stochastic model. |
title_full |
Patterns of mesenchymal condensation in a multiscale, discrete stochastic model. |
title_fullStr |
Patterns of mesenchymal condensation in a multiscale, discrete stochastic model. |
title_full_unstemmed |
Patterns of mesenchymal condensation in a multiscale, discrete stochastic model. |
title_sort |
patterns of mesenchymal condensation in a multiscale, discrete stochastic model. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS Computational Biology |
issn |
1553-734X 1553-7358 |
publishDate |
2007-04-01 |
description |
Cells of the embryonic vertebrate limb in high-density culture undergo chondrogenic pattern formation, which results in the production of regularly spaced "islands" of cartilage similar to the cartilage primordia of the developing limb skeleton. The first step in this process, in vitro and in vivo, is the generation of "cell condensations," in which the precartilage cells become more tightly packed at the sites at which cartilage will form. In this paper we describe a discrete, stochastic model for the behavior of limb bud precartilage mesenchymal cells in vitro. The model uses a biologically motivated reaction-diffusion process and cell-matrix adhesion (haptotaxis) as the bases of chondrogenic pattern formation, whereby the biochemically distinct condensing cells, as well as the size, number, and arrangement of the multicellular condensations, are generated in a self-organizing fashion. Improving on an earlier lattice-gas representation of the same process, it is multiscale (i.e., cell and molecular dynamics occur on distinct scales), and the cells are represented as spatially extended objects that can change their shape. The authors calibrate the model using experimental data and study sensitivity to changes in key parameters. The simulations have disclosed two distinct dynamic regimes for pattern self-organization involving transient or stationary inductive patterns of morphogens. The authors discuss these modes of pattern formation in relation to available experimental evidence for the in vitro system, as well as their implications for understanding limb skeletal patterning during embryonic development. |
url |
http://europepmc.org/articles/PMC1857812?pdf=render |
work_keys_str_mv |
AT scottchristley patternsofmesenchymalcondensationinamultiscalediscretestochasticmodel AT marksalber patternsofmesenchymalcondensationinamultiscalediscretestochasticmodel AT stuartanewman patternsofmesenchymalcondensationinamultiscalediscretestochasticmodel |
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