Rl. Ely et al., A COMETABOLIC KINETICS MODEL INCORPORATING ENZYME-INHIBITION, INACTIVATION, AND RECOVERY .1. MODEL DEVELOPMENT, ANALYSIS, AND TESTING, Biotechnology and bioengineering, 46(3), 1995, pp. 218-231
Cometabolic biodegradation processes are important for bioremediation
of hazardous waste sites. However, these processes are not well unders
tood and have not been modeled thoroughly. Traditional Michaelis-Mente
n kinetics models often are used, but toxic effects and bacterial resp
onses to toxicity may cause changes in enzyme levels, rendering such m
odels inappropriate. In this article, a conceptual and mathematical mo
del of cometabolic enzyme kinetics is described. Model derivation is b
ased on enzyme/growth-substrate/nongrowth-substrate interactions and i
ncorporates enzyme inhibition (caused by the presence of a cometabolic
compound), inactivation (resulting from toxicity of a cometabolic pro
duct), and recovery (associated with bacterial synthesis of new enzyme
in response to inactivation). The mathematical model consists of a sy
stem of two, nonlinear ordinary differential equations that can be sol
ved implicitly using numerical methods, providing estimates of model p
arameters. Model analysis shows that growth substrate and nongrowth su
bstrate oxidation rates are related by a dimensionless constant. Relia
bility of the model solution procedure is verified by analyzing data s
ets, containing random error, from simulated experiments with trichlor
oethylene (TCE) degradation by ammonia-oxidizing bacteria under variou
s conditions. Estimation of the recovery rate constant is determined t
o be sensitive to initial TCE concentration. Model assumptions are eva
luated in a companion article using data from TCE degradation experime
nts with ammonia-oxidizing bacteria. (C) 1995 John Wiley & Sons, Inc.