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A discrete cell migration model

Published: 16 July 2007 Publication History

Abstract

Migration of vascular smooth muscle cells is a fundamental process in the development of intimal hyperplasia, a precursor to development of cardiovascular disease and a potential response to injury of an arterial wall. Boyden chamber experiments are used to quantify the motion of cell populations in response to a chemoattractant gradient (i.e., cell chemotaxis). We are developing a mathematical model of cell migration within the Boyden chamber, while simultaneously conducting experiments to obtain parameter values for the migration process. In the future, the model and parameters will be used as building blocks for a detailed model of the process that causes intimal hyperplasia. The cell migration model presented in this paper is based on the notion of a cell as a moving sensor that responds to an evolving chemoattractant gradient. We compare the results of our three-dimensional hybrid model with results from a one-dimensional continuum model. Some preliminary experimental data that is being used to refine the model is also presented.

References

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Alt, W. (1980). Biased Random Walk Models for Chemotaxis and Related Diffusion Approximations. Journal of Mathematical Biology 9, 147--177.
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Farrell, B. E., R. P. Daniele, and D. A. Lauffenburger (1990). Quantitative Relationships Between Single-Cell and Cell-Population Model Parameters for Chemosensory Migration Responses of Alveolar Macrophages to C5a. Cell Motility and the Cytoskeleton 16, 279--293.
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Hartwell, L. H., J. J. Hopfield, S. Leibler, and A. W. Murray (1999, December). From Molecular to Modular Cell Biology. Nature 402, C47-C52.
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Jabbarzadeh, E. and C. F. Abrams (2005, July). Chemotaxis and Random Motility in Unsteady Chemoattractant Fields: A Computational Study. Journal of Theoretical Biology 235(2), 221--232.
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Maheshwari, G. and D. A. Lauffenburger (1998, December). Deconstructing (and Reconstructing) Cell Migration. Microscopy Research and Technique 43(5), 358--368.
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Nutaro, J., T. Kuruganti, and M. Shankar (2007, March). Seamless Simulation of Hybrid Systems with Discrete Event Software Packages. In Proceedings of the 40th Annual Simulation Symposium, Norfolk, Virginia, pp. 81--87.
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Pronk, T. E., S. Polstra, A. D. Pimentel, and T. M. Breit (2007, March). Evaluating the Design of Biological Cells Using a Computer Workbench. In Proceedings of the 40th Annual Simulation Symposium, Norfolk, Virginia, pp. 88--98.
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Tranquillo, R. T. (1990). Theories and Models of Gradient Perception. In J. Armitage and J. Lackie (Eds.), Biology of the Chemotactic Response, pp. 33--75. Cambridge University Press.
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SCSC '07: Proceedings of the 2007 Summer Computer Simulation Conference
July 2007
1363 pages
ISBN:1565553160

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  • SCS: Society for Modeling and Simulation International

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Society for Computer Simulation International

San Diego, CA, United States

Publication History

Published: 16 July 2007

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Author Tags

  1. Boyden chamber
  2. cell migration
  3. chemotaxis
  4. discrete event simulation

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SCSC07
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SCSC07: 2007 Summer Computer Simulation Conference
July 16 - 19, 2007
California, San Diego

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