Literature DB >> 24659535

Multiscale mathematical modeling and simulation of cellular dynamical process.

Shinji Nakaoka.   

Abstract

Epidermal homeostasis is maintained by dynamic interactions among molecules and cells at different spatiotemporal scales. Mathematical modeling and simulation is expected to provide clear understanding and precise description of multiscaleness in tissue homeostasis under systems perspective. We introduce a stochastic process-based description of multiscale dynamics. Agent-based modeling as a framework of multiscale modeling to achieve consistent integration of definitive subsystems is proposed. A newly developed algorithm that particularly aims to perform stochastic simulations of cellular dynamical process is introduced. Finally we review applications of multiscale modeling and quantitative study to important aspects of epidermal and epithelial homeostasis.

Mesh:

Year:  2014        PMID: 24659535     DOI: 10.1007/7651_2014_78

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  1 in total

1.  DeepNEU: cellular reprogramming comes of age - a machine learning platform with application to rare diseases research.

Authors:  Wayne R Danter
Journal:  Orphanet J Rare Dis       Date:  2019-01-10       Impact factor: 4.123

  1 in total

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