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Resolution: standard / high Figure 7.
The Mid-hindbrain boundary. A Expression patterns of four major factors at the mid-hindbrain boundary. The relevant
part of the neural tube is subdivided into 6 compartments, each displaying a unique
expression pattern. The right table represents the known expression patterns in a
Boolean framework (note that the secreted variants of Fgf8 and Wnt1 are not included
here). B This code snippet demonstrates the use of Odefy for model selection. We load a precalculated
set of random models along with the 9 known valid models and iterate over all model
equations (lines 1-2, mhbsettings is contained in the examples folder of the Odefy package). Next, we generate Boolean
models from each equation and extend the model to a six cell multicompartment model
(lines 3-4). The Boolean model is converted into a system of ODEs and simulated starting
from the known expression state (lines 5-7). Note that we simulate a sufficient amount
of time units to ensure the systems has fallen into a steady state. If the final state
after simulation is still correct in terms of activity we assume to model to be valid
(lines 8-10). C Three replicated cells from our hypothetical six-cell system. Note that Wnt1 and Fgf8
are secreted factors and exhibit their influence towards neighboring cells. D The nine network variants that give rise to the desired steady state pattern. All
models contain the mutual activation between Fgf8 and Wnt1 (between neighboring cells),
a mutual inhibition between Otx2 and Gbx2 as well as some regulatory incluence of
the transcription factors towards the secreted factors.
Krumsiek et al. BMC Bioinformatics 2010 11:233 doi:10.1186/1471-2105-11-233 |