Patterns of mesenchymal condensation in a multiscale, discrete stochastic model

被引:54
作者
Christley, Scott
Alber, Mark S. [1 ]
Newman, Stuart A.
机构
[1] Univ Notre Dame, Interdisciplinary Ctr Study Biocomplex, Notre Dame, IN 46556 USA
[2] Univ Notre Dame, Dept Comp Sci, Notre Dame, IN 46556 USA
[3] Univ Notre Dame, Dept Math, Notre Dame, IN 46556 USA
[4] New York Med Coll, Dept Cell Biol & Anat, Valhalla, NY 10595 USA
关键词
D O I
10.1371/journal.pcbi.0030076.eor
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:743 / 753
页数:11
相关论文
共 56 条
[31]   SPATIAL AND SPATIO-TEMPORAL PATTERNS IN A CELL-HAPTOTAXIS MODEL [J].
MAINI, PK .
JOURNAL OF MATHEMATICAL BIOLOGY, 1989, 27 (05) :507-522
[32]  
MAINI PK, 1992, IMA J MATH APPL MED, V9, P197
[33]   Modelling Dictyostelium discoideum morphogenesis:: the culmination [J].
Marée, AFM ;
Hogeweg, P .
BULLETIN OF MATHEMATICAL BIOLOGY, 2002, 64 (02) :327-353
[34]   How amoeboids self-organize into a fruiting body:: Multicellular coordination in Dictyostelium discoideum [J].
Marée, AFM ;
Hogeweg, P .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (07) :3879-3883
[35]   Cell elongation is key to in silico replication of in vitro vasculogenesis and subsequent remodeling [J].
Merks, RMH ;
Brodsky, SV ;
Goligorksy, MS ;
Newman, SA ;
Glazier, JA .
DEVELOPMENTAL BIOLOGY, 2006, 289 (01) :44-54
[36]   A novel method for analysis of the periodicity of chondrogenic patterns in limb bud cell culture: correlation of in vitro pattern formation with theoretical models [J].
Miura, T ;
Komori, M ;
Shiota, K .
ANATOMY AND EMBRYOLOGY, 2000, 201 (05) :419-428
[37]   Speed of pattern appearance in reaction-diffusion models: Implications in the pattern formation of limb bud mesenchyme cells [J].
Miura, T ;
Maini, PK .
BULLETIN OF MATHEMATICAL BIOLOGY, 2004, 66 (04) :627-649
[38]  
Miura T, 2000, DEV DYNAM, V217, P241, DOI 10.1002/(SICI)1097-0177(200003)217:3<241::AID-DVDY2>3.0.CO
[39]  
2-K
[40]   Ectodermal FGFs induce perinodular inhibition of limb chondrogenesis in vitro and in vivo via FGF receptor 2 [J].
Moftah, MZ ;
Downie, SA ;
Bronstein, NB ;
Mezentseva, N ;
Pu, JY ;
Maher, PA ;
Newman, SA .
DEVELOPMENTAL BIOLOGY, 2002, 249 (02) :270-282