Morphogen gradient formation in a complex environment: An anomalous diffusion model

被引:73
作者
Hornung, G [1 ]
Berkowitz, B
Barkai, N
机构
[1] Weizmann Inst Sci, Dept Environm Sci & Energy Res, IL-76100 Rehovot, Israel
[2] Weizmann Inst Sci, Dept Mol Genet, IL-76100 Rehovot, Israel
[3] Weizmann Inst Sci, Dept Phys Complex Syst, IL-76100 Rehovot, Israel
来源
PHYSICAL REVIEW E | 2005年 / 72卷 / 04期
关键词
D O I
10.1103/PhysRevE.72.041916
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Current models of morphogen-induced patterning assume that morphogens undergo normal, or Fickian, diffusion, although the validity of this assumption has never been examined. Here we argue that the interaction of morphogens with the complex extracellular surrounding may lead to anomalous diffusion. We present a phenomenological model that captures this interaction, and derive the properties of the morphogen profile under conditions of anomalous (non-Fickian) diffusion. In this context we consider the continuous time random walk formalism and extend its application to account for degradation of morphogen particles. We show that within the anomalous diffusion model, morphogen profiles are fundamentally distinct from the corresponding Fickian profiles. Differences were found in several key aspects, including the role of degradation in determining the profile, the rate by which it spreads in time and its long-term behavior. We analyze the effect of an abrupt change in the extracellular environment on the concentration profiles. Furthermore, we discuss the robustness of the morphogen distribution to fluctuations in morphogen production rate, and describe a feedback mechanism that can buffer such fluctuations. Our study also provides rigorous criteria to distinguish experimentally between Fickian and anomalous modes of morphogen transport.
引用
收藏
页数:10
相关论文
共 55 条
[1]   QSulf1 remodels the 6-O sulfation states of cell surface heparan sulfate proteoglycans to promote Wnt signaling [J].
Ai, XB ;
Do, AT ;
Lozynska, O ;
Kusche-Gullberg, M ;
Lindahl, U ;
Emerson, CP .
JOURNAL OF CELL BIOLOGY, 2003, 162 (02) :341-351
[2]   The wingless morphogen gradient is established by the cooperative action of Frizzled and Heparan Sulfate Proteoglycan receptors [J].
Baeg, GH ;
Selva, EM ;
Goodman, RM ;
Dasgupta, R ;
Perrimon, N .
DEVELOPMENTAL BIOLOGY, 2004, 276 (01) :89-100
[3]  
Baeg GH, 2001, DEVELOPMENT, V128, P87
[4]   Aging continuous time random walks [J].
Barkai, E ;
Cheng, YC .
JOURNAL OF CHEMICAL PHYSICS, 2003, 118 (14) :6167-6178
[5]   Drosophila Dpp morphogen movement is independent of dynamin-mediated endocytosis but regulated by the glypican members of heparan sulfate proteoglycans [J].
Belenkaya, TY ;
Han, C ;
Yan, D ;
Opoka, RJ ;
Khodoun, M ;
Liu, HZ ;
Lin, XH .
CELL, 2004, 119 (02) :231-244
[6]   Robust formation of morphogen gradients -: art. no. 018103 [J].
Bollenbach, T ;
Kruse, K ;
Pantazis, P ;
González-Gaitán, M ;
Jülicher, F .
PHYSICAL REVIEW LETTERS, 2005, 94 (01)
[7]   Abrogation of heparan sulfate synthesis in Drosophila disrupts the Wingless, Hedgehog and Decapentaplegic signaling pathways [J].
Bornemann, DJ ;
Duncan, JE ;
Staatz, W ;
Selleck, S ;
Warrior, R .
DEVELOPMENT, 2004, 131 (09) :1927-1938
[8]   Dispersion in a quasi-two-dimensional turbulent flow: An experimental study [J].
Cardoso, O ;
Gluckmann, B ;
Parcollet, O ;
Tabeling, P .
PHYSICS OF FLUIDS, 1996, 8 (01) :209-214
[9]   Using FRAP and mathematical modeling to determine the in vivo kinetics of nuclear proteins [J].
Carrero, G ;
McDonald, D ;
Crawford, E ;
de Vries, G ;
Hendzel, MJ .
METHODS, 2003, 29 (01) :14-28
[10]   Diffusion and directed motion in cellular transport [J].
Caspi, A ;
Granek, R ;
Elbaum, M .
PHYSICAL REVIEW E, 2002, 66 (01)