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Fig. 2. Spatial and temporal evolution of the Shh signal. (A)
Reaction-diffusion equations for the core Shh signaling network. `Promoter'
and `basal' terms have been previously defined
(Lai et al., 2004). (B)
Three classes of steady-state behavior in the core single cell Shh model as
described previously (Lai et al.,
2004). Two time-invariant levels of concentrations (steady states)
corresponding to a gli1 `on' and a gli1 `off' state can
exist, as we have previously described
(Lai et al., 2004). There are
three distinct regimes controlled by extracellular Shh concentration: only the
`off' state is stable, only the `on' state is stable, and an intermediate
bistable regime where either state is stable. (C) Sensitivity analysis
of parameters in the single cell Shh network. To determine which parameters
most strongly control the response of single cells to Shh, we performed a
sensitivity analysis, i.e. we varied each parameter while holding others
constant and observed changes in the on/off switch. This graph shows the
changes in steady-state behavior as particular parameters are varied 100-fold
above and below the best available literature value. Ranges of parameter
values at which single cell behavior falls into the three classes
schematically represented and shaded in B are shown. kperturb,
value of parameter for which the behavior of the model is plotted;
klit, value of parameter in literature. Notice that several
parameters need to be controlled within a narrow range of values (e.g.
kGmax) and several can vary over a wide range (e.g.
kPout). (D) The time for a single cell to switch from a V3
to a MN fate (i.e. to achieve a greater than 7-fold increase in Gli1
concentration) at various constant extracellular Shh concentrations.
(E-H) The spatiotemporal evolution of various Shh network constituents
in a wild-type embryo is shown: (E) Shh extracellular concentration; (F) Ptc
intracellular concentration; (G) Ptc-Shh complex intracellular concentration;
and (H) Gli1 intracellular concentration. Bolded lines in each figure
correspond to concentration profiles at the end of the V3/MN developmental
time window (t=83 hours). Simulation initial conditions were:
[Shh]=0; [PtcShhin]=0; [PtcShhout]=0;
[Ptcout]=2.0 nM; [Ptcin]=0.33 nM; [Gli1]=1.63 nM;
[Gli3]=5.81 nM; and [Gli3R]=61.2 nM. Parameters for core pathway:
DShh=1.0x10-7 cm2/s;
koff=0.10 min-1; kon=120,000,000
M-1 min-1; kCin=0.2
min-1; kCout=0.00181 min-1;
kCdeg=0.00198 min-1;
kPmax=2.25x10-9 M min-1;
kPbas=1.73x10-11 M min-1;
kPin=0.03 min-1; kPout=0.00036
min-1; kPdeg=0.09 min-1;
kGmax=2.74x10-10 M min-1;
kGbas=2.11x10-12 M min-1;
kdeg=0.009 min-1;
rg3b=3.1x10-19 M2 min-1;
kg3r=0.0117 min-1; Kg3rc=0.12;
Kptc=3.32x10-11 M; and
KGli3=8.3x10-10 M (see Table S1 in the
supplementary material for parameter descriptions and sources). Boundary
conditions for all species were impermeable at the source
(
/
x=0 at x=0 µm) and zero at large distances
(concentration=0 at x=300 µm).