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Fig. 4. Estimating D by fitting simple equations to complicated biological
situations. When O2 is consumed by metabolic processes, estimating
D in biological structures is non-trivial, as metabolism draws down
interior O2 levels and alters the time course of change after
external step changes. Here we simulated step change traces under both
first-order and Michaelis–Menten reaction kinetics and then fitted a
simple equation (Eqn. 9) to the
simulated traces. Under first-order kinetics (A), estimated D was
good when initial drawdown (or
) was small. At higher k,
giving greater initial drawdown, fitted D increasingly overestimated
the known D used in the simulations (3x10–6).
Under Michaelis–Menten kinetics (B), estimated D was again good
when initial drawdown was small. At higher Vmax, giving greater
initial drawdown, the down- and up-traces were highly asymmetrical. In this
case, fitted D from the up-trace always gave values closer to the
known, simulated value.