Team:Evry/Auxin diffusion

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Model using Partial Differential Equations(PDE)

Overview

    Using PDE instead of ODE allows one to take into account the space dimensions. Where in the ODE model, the concentration of auxin in a compartment was considered homogeneous, here we can represent the variations internal to the compartment. When taking into account the space dimensions, new problems arise: finding a coherent geometry, 2D vs 3D model, precision, etc. We chose to model a slice of a tadpole's tail based on images from [ADD BOOK REF]. Putting multiple such slices one after the other allows us to approximate a 3 dimensions model.

    Hypothesis

    There are the different hypothesis we were constrained to make in order to model the system:
    1. The quantity of auxins is homogeneous in the blood

    Model description

    The PDE model is similar to the ODE one except that it takes into account the geometry. This allows us to model more complex phenomenon such as diffusion and transport.

    Equations

    The diffusion equation is used to model the repartition of auxin's molecule when not subject to any flow (in the skin for example). The equation is states as follows:
    diffusion equation
    where:
    • x = (x1, x2) is a 2 dimensional vector
    • c is a function representing the auxin concentration
    • D is the diffusion constant
    • Δ is the Laplacian operator

    Geometry

    To keep the complexity of the numerical simulations low, we had to simplify the considered geometry. Hence, the slide of tadpole only contains the following elements:
    1. Skin
    2. Blood vessels or muscles (depending on the model)
    3. Notochord
    4. Spinal cord
    5. Aorta
    6. Veins: caudal and dorsal

    Limit conditions

    Calibration

    Results

    Conclusion

    References

    References:

    1. Atlas of xenopus development,G. Bernardini, Springer, 1999.