In silico evaluation of a complex multi-enzymatic system using one-pot and modular approaches: Application to the high-yield production of hydrogen from a synthetic metabolic pathway

被引:40
作者
Ardao, Ines [1 ]
Zeng, An-Ping [1 ]
机构
[1] Hamburg Univ Technol, Inst Bioproc & Biosyst Engn, D-21071 Hamburg, Germany
关键词
Biochemical engineering; Mathematical modeling; Multi-enzymatic system; Multi-objective optimization; Reaction engineering; Simulation; MULTIOBJECTIVE OPTIMIZATION; PURIFICATION; BIOTRANSFORMATION; STABILITY; KINETICS; ENZYMES; DESIGN; LIVER; NADPH; WATER;
D O I
10.1016/j.ces.2012.10.005
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Multi-enzymatic processes are becoming increasingly attractive for the production of chemicals and pharmaceuticals at an industrial level due to a drastic reduction on the down-stream steps that leads to a better exploitation of resources. One-pot processes (all the enzymes placed in the same reactor) are the most commonly used approach although they present a number of limitations. In this work we explore the use of modular processes (enzymes distributed in different reactors) as an alternative to overcome the limitations of one-pot processes. An in silico evaluation of different process alternatives was performed, taking as an example a multi-enzymatic system for high-yield production of hydrogen from biomass catalyzed by a synthetic metabolic pathway composed of 13 enzymes. A modular process where an hyperthermophilic hydrogenase is kept at higher temperature than the rest of the enzymes lead to a 2-fold increase in productivity, whereas a separate reactor that consumes an inhibitor of other enzymes lead to an 8-fold increase in productivity, compared to the one-pot operation. A multi-objective optimization of the one-pot process for the maximization of productivity and yield was also performed using a genetic algorithm. Productivities of up to 355 mmol/L/h was expected to be achieved without compromising the high yield of the process (11.3 mol of H-2 produced per mol substrate) under the conditions studied. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:183 / 193
页数:11
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