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Published on: December 15, 2017
Programmed evolution for optimization of orthogonal metabolic output in bacteria.
Todd T Eckdahl1, A Malcolm Campbell2, Laurie J Heyer3
1Department of Biology, Missouri Western State University, Saint Joseph, Missouri, United States of America.
Programmed Evolution harnesses bacterial evolution for metabolic pathway optimization, increasing caffeine to theophylline conversion. This approach uses bacterial populations as analog computers to find optimal genetic configurations.
Area of Science:
- Synthetic biology
- Metabolic engineering
- Evolutionary computation
Background:
- Metabolic engineering often faces challenges with the loss of desired metabolic output due to natural selection in microbial populations.
- Existing methods typically combat microbial evolution, rather than leveraging it for optimization.
Purpose of the Study:
- To introduce and demonstrate a novel approach called Programmed Evolution for optimizing metabolic pathways.
- To harness bacterial evolution as a computational tool for metabolic engineering.
Main Methods:
- Programmed bacteria with DNA code to compute solutions for metabolic pathway optimization.
- Applied Programmed Evolution to optimize caffeine to theophylline conversion in E. coli.
- Varied genetic elements including promoter strength, RBS, plasmid copy number, and chaperone proteins across 24 strains.
- Linked theophylline production to fitness using a theophylline riboswitch and tetracycline resistance.
Main Results:
- Observed a shift in genotype distribution within the bacterial population after selection.
- Demonstrated increased conversion of caffeine to theophylline in the most fit strains.
- Validated the proof-of-concept for Programmed Evolution in metabolic pathway optimization.
Conclusions:
- Programmed Evolution offers an alternative paradigm by utilizing, rather than combating, evolution in metabolic engineering.
- This modular system allows programming bacteria and employing evolution to identify and maintain optimal genetic elements for metabolic output.
- Potential applications span diverse fields including pharmaceuticals, energy, and bioremediation.
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