TY - JOUR
T1 - Metabolic modeling of polyhydroxybutyrate biosynthesis
AU - Leaf, Timothy A.
AU - Srienc, Friedrich
PY - 1998/3/5
Y1 - 1998/3/5
N2 - A mathematical model describing intracellular polyhydroxybutyrate (PHB) synthesis in Alcaligenes eutrophus has been constructed. The model allows investigation of issues such as the existence of rate-limiting enzymatic steps, possible regulatory mechanisms in PHB synthesis, and the effects different types of rate expressions have on model behavior. Simulations with the model indicate that activities of all PHB pathway enzymes influence overall PHB flux and that no single enzymatic step can easily be identified as rate limiting. Simulations also support regulatory roles for both thiolase and reductase, mediated through AcCoA/CoASH and NADPH/NADP+ ratios, respectively. To make the model more realistic, complex rate expressions for enzyme-catalyzed reactions were used which reflect both the reversibility of the reactions and the reaction mechanisms. Use of the complex kinetic expressions dramatically changed the behavior of the system compared to a simple model containing only Michaelis-Menten kinetic expressions; the more complicated model displayed different responses to changes in enzyme activities as well as inhibition of flux by the reaction products CoASH and NADP+. These effects can be attributed to reversible rate expressions, which allow prediction of reaction rates under conditions both near and far from equilibrium.
AB - A mathematical model describing intracellular polyhydroxybutyrate (PHB) synthesis in Alcaligenes eutrophus has been constructed. The model allows investigation of issues such as the existence of rate-limiting enzymatic steps, possible regulatory mechanisms in PHB synthesis, and the effects different types of rate expressions have on model behavior. Simulations with the model indicate that activities of all PHB pathway enzymes influence overall PHB flux and that no single enzymatic step can easily be identified as rate limiting. Simulations also support regulatory roles for both thiolase and reductase, mediated through AcCoA/CoASH and NADPH/NADP+ ratios, respectively. To make the model more realistic, complex rate expressions for enzyme-catalyzed reactions were used which reflect both the reversibility of the reactions and the reaction mechanisms. Use of the complex kinetic expressions dramatically changed the behavior of the system compared to a simple model containing only Michaelis-Menten kinetic expressions; the more complicated model displayed different responses to changes in enzyme activities as well as inhibition of flux by the reaction products CoASH and NADP+. These effects can be attributed to reversible rate expressions, which allow prediction of reaction rates under conditions both near and far from equilibrium.
KW - Alcaligenes eutrophus
KW - Enzyme kinetics
KW - Mathematical modeling
KW - Metabolic engineering
KW - Polyhydroxyalkanoates
KW - Regulation of metabolism
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U2 - 10.1002/(SICI)1097-0290(19980305)57:5<557::AID-BIT8>3.0.CO;2-F
DO - 10.1002/(SICI)1097-0290(19980305)57:5<557::AID-BIT8>3.0.CO;2-F
M3 - Article
C2 - 10099235
AN - SCOPUS:0032485354
SN - 0006-3592
VL - 57
SP - 557
EP - 570
JO - Biotechnology and Bioengineering
JF - Biotechnology and Bioengineering
IS - 5
ER -