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MoVE identifies metabolic valves to switch between phenotypic states.
Naveen Venayak1, Axel von Kamp2, Steffen Klamt2
1Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College Street, Toronto, ON, M5S 3E5, Canada.
Nature Communications
|December 16, 2018
Summary
We developed a method called the metabolic valve enumerator (MoVE) to find key metabolic reactions. MoVE helps improve biochemical production by decoupling growth and production phenotypes.
Area of Science:
- Metabolic Engineering
- Systems Biology
- Biochemical Engineering
Background:
- Metabolism is a highly regulated process enabling complex biological functions.
- Controlling a few critical metabolic reactions, or 'metabolic valves,' can achieve desired metabolic behaviors.
- Optimizing biochemical production often requires decoupling growth from product formation.
Purpose of the Study:
- To present a computational method, the metabolic valve enumerator (MoVE), for identifying metabolic valves.
- To systematically improve the rate and yield of biochemical production by decoupling growth and production.
- To provide insights into metabolic network architecture and facilitate dynamic flux redirection.
Main Methods:
- Utilizing constraint-based metabolic models.
- Developing an algorithm to identify genetic intervention strategies that decouple phenotypes.
- Applying the MoVE method to diverse biochemical production targets.
Main Results:
- Successfully identified metabolic valves for over 70% of tested biochemical production targets.
- Discovered a small set of highly represented metabolic valves capable of achieving near-maximal growth and production.
- Demonstrated the ability to decouple growth and production phenotypes for enhanced biosynthesis.
Conclusions:
- MoVE offers a systematic and model-driven approach to identify critical metabolic valves.
- This method accelerates the optimization of biochemical production processes.
- The findings provide valuable insights into metabolic network control strategies.
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