Optimization of biochemical systems by linear programming and general mass action model representations.

Alberto Marín-Sanguino; Néstor V Torres

doi:10.1016/s0025-5564(03)00046-4

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Optimization of biochemical systems by linear programming and general mass action model representations.

Alberto Marín-Sanguino·Néstor V Torres

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Abstract

A new method is proposed for the optimization of biochemical systems. The method, based on the separation of the stoichiometric and kinetic aspects of the system, follows the general approach used in the previously presented indirect optimization method (IOM) developed within biochemical systems theory. It is called GMA-IOM because it makes use of the generalized mass action (GMA) as the model system representation form. The GMA representation avoids flux aggregation and thus prevents possible stoichiometric errors. The optimization of a system is used to illustrate and compare the features, advantages and shortcomings of both versions of the IOM method as a general strategy for designing improved microbial strains of biotechnological interest. Special attention has been paid to practical problems for the actual implementation of the new proposed strategy, such as the total protein content of the engineered strain or the deviation from the original steady state and its influence on cell viability.

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Biochemical Phenomena Biochemistry Biotechnology Cell Survival Kinetics Microbiology Models, Biological Models, Chemical Programming, Linear Systems Theory Comparative Study Journal Article Research Support, Non-U.S. Gov't

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Alberto Marín-Sanguino, Néstor V Torres. 2003. Optimization of biochemical systems by linear programming and general mass action model representations.. https://doi.org/10.1016/s0025-5564(03)00046-4

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