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On multiscale approaches to three-dimensional modelling of morphogenesis
In this paper we present the foundation of a unified, object-oriented, three-dimensional biomodelling environment, which allows us to integrate multiple submodels at scales from subcellular to those of tissues and organs. Our current implementation combines a modified discrete model from statistical...
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Published in: | Journal of the Royal Society interface 2005-06, Vol.2 (3), p.237-253 |
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Main Authors: | , , , , , , , , , |
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container_title | Journal of the Royal Society interface |
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creator | Chaturvedi, R Huang, C Kazmierczak, B Schneider, T Izaguirre, J.A Glimm, T Hentschel, H.G.E Glazier, J.A Newman, S.A Alber, M.S |
description | In this paper we present the foundation of a unified, object-oriented, three-dimensional biomodelling environment, which allows us to integrate multiple submodels at scales from subcellular to those of tissues and organs. Our current implementation combines a modified discrete model from statistical mechanics, the Cellular Potts Model, with a continuum reaction-diffusion model and a state automaton with well-defined conditions for cell differentiation transitions to model genetic regulation. This environment allows us to rapidly and compactly create computational models of a class of complex-developmental phenomena. To illustrate model development, we simulate a simplified version of the formation of the skeletal pattern in a growing embryonic vertebrate limb. |
doi_str_mv | 10.1098/rsif.2005.0033 |
format | article |
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subjects | Animals Cattle Cell Death Cell Division Cell Dynamics Cell Physiological Phenomena Cellular Potts Model Computational Biology Models, Biological Morphogenesis Morphogenesis - physiology Organogenesis Physiology - methods Systems Biology |
title | On multiscale approaches to three-dimensional modelling of morphogenesis |
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