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Phys. Rev. E 72, 041916 (2005) [10 pages]

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

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Gil Hornung1, Brian Berkowitz1,*, and Naama Barkai2
1Department of Environmental Sciences and Energy Research, Weizmann Institute of Science, Rehovot, 76100 Israel
2Department of Molecular Genetics and Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, 76100 Israel

Received 31 March 2005; revised 21 June 2005; published 17 October 2005

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.

© 2005 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.72.041916
DOI:
10.1103/PhysRevE.72.041916
PACS:
87.18.La, 05.40.−a, 82.39.−k, 46.65.+g

*Electronic address: brian.berkowitz@weizmann.ac.il