Figure 5.
Mechanistic Description of the Inhibition and Activation Effects on the Rates of Product Formation Using 4-Coumaric Acid as Substrate.
(A) Proposed interactions of 4CL3 and 4CL5 and the effects on product formation. The formation of the 4CL3/4CL5 complex with a 3:1 ratio leads to decreasing amounts of free enzymes and causes a rate reduction (Inhibition Path A and Inhibition Path B). The 4CL3/4CL5 complex is then involved in product formation and results in an increase in rate (Activation Path).
(B) The model described in (A) is extended for one
substrate, 4-coumaric acid, using experimentally derived kinetic parameters,
and deriving rate estimates at each step. Each enzymatic reaction for 4CL3,
4CL5, and the 4CL3/4CL5 complex is based on Michaelis-Menten kinetics.
and
are kinetic parameters of
the 4CL3 enzymatic reaction.
and
are kinetic parameters of the 4CL5 enzymatic reaction.
and
are assumed as kinetic
parameters of 4CL3/4CL5 complex, where
represents activation
effects of the complex on the rate. The interaction rate between 4CL3 and 4CL5
is assumed to be
. The interactions occur for the formation of the
4CL3/4CL5 tetramer in succession, which leads to inhibition of the rate.
(C) A mathematical model is shown for multiple enzymes and
4-coumaric acid as a single substrate. The equation represents the rate of
total product formation associated with 4CL3, 4CL5, and the 4CL3/4CL5 complex,
where [E1t] and [E2t] are the total amounts of 4CL3 and
4CL5 respectively, [S] is the 4-coumaric acid concentration.
k1, k2, and
γ are unknown parameters defined for the
enzyme–enzyme interaction. k1 is
and k2 is
, where
is the
association/disassociation rate between enzyme and enzyme complex in
(A). α and β
are the proportions of 4CL3 and 4CL5 involved with each interaction between
enzymes (see Supplemental Methods for the derivation).
γ represents the product rate of the enzyme complex.
The optimized values of the unknown parameters are fitted by hybrid
optimization using MATLAB. k1,
k2, and γ values
represent the mean ± sd of 100 optimized values.