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Predictive dynamic control accurately maps the design space for 2,3-butanediol production.

Mathias Gotsmy1,2, Anna Erian3, Hans Marx4

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This study optimized 2,3-butanediol (2,3-BDO) fermentation using dynamic control flux-balance analysis (dcFBA) in E. coli. The optimized process significantly increased 2,3-BDO production, making biotechnological manufacturing more economically viable.

Keywords:
Dynamic controlTwo-reactor continuous processTwo-stage fed-batch process

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Area of Science:

  • Biotechnology and metabolic engineering
  • Chemical engineering and process optimization
  • Synthetic biology

Background:

  • 2,3-Butanediol (2,3-BDO) is a versatile platform chemical with significant industrial applications.
  • Traditional petroleum-based production is environmentally unsustainable.
  • Fermentation offers an ecologically superior alternative, but requires process optimization for economic feasibility.

Purpose of the Study:

  • To adapt and apply dynamic control flux-balance analysis (dcFBA) for optimizing 2,3-butanediol production in E. coli.
  • To identify optimal conditions for maximizing 2,3-BDO titer and productivity.
  • To enhance the economic viability of biotechnological production processes.

Main Methods:

  • Simulations of two-stage fed-batch processes using dcFBA to explore the solution space.
  • Identification of proportionality and trade-off regions for process optimization.
  • Experimental validation of simulated optimal conditions.
  • Optimization of a continuous two-reactor process for enhanced productivity.

Main Results:

  • dcFBA simulations identified distinct regions influencing 2,3-BDO production strategies.
  • Experimental validation achieved high titer (Image 1) and productivity (Image 2).
  • Continuous two-reactor optimization increased productivity over threefold with minimal impact on titer and yield.

Conclusions:

  • Dynamic control flux-balance analysis (dcFBA) is an effective tool for optimizing biotechnological production processes.
  • The developed optimization strategy significantly improves 2,3-butanediol production efficiency.
  • This approach can contribute to making numerous biotechnological productions economically feasible.