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Evolution-guided optimization of biosynthetic pathways.

Srivatsan Raman1, Jameson K Rogers2, Noah D Taylor3

  • 1Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115; Department of Genetics, Harvard Medical School, Boston, MA 02115; and sraman@genetics.med.harvard.edu.

Proceedings of the National Academy of Sciences of the United States of America
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PubMed
Summary
This summary is machine-generated.

Metabolic engineers can now rapidly optimize chemical production using a novel strategy combining genome-wide mutagenesis and evolution. This method significantly boosts the yield of valuable compounds like naringenin and glucaric acid.

Keywords:
biosynthetic pathwaysevolutionmetabolic engineeringsensorssynthetic biology

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Area of Science:

  • Synthetic biology
  • Metabolic engineering
  • Biotechnology

Background:

  • Optimizing biosynthetic pathways for chemical production is complex, often requiring extensive host cell metabolic engineering.
  • Designing optimal pathways a priori is challenging, necessitating the construction and evaluation of numerous pathway variants.

Purpose of the Study:

  • To develop a general strategy for enhancing microbial chemical production through a combination of mutagenesis and evolutionary methods.
  • To create a system that links intracellular chemical presence to cellular fitness for effective selection.

Main Methods:

  • Implemented targeted genome-wide mutagenesis to generate diverse pathway variants.
  • Utilized a sensor-reporter system to link chemical production to cell survival under selective pressure.
  • Employed a negative selection scheme to eliminate non-producing 'cheater' cells while maintaining library diversity.
  • Performed multiple rounds of evolution (approx. 10^9 cells/round) to enrich for high-producing strains.

Main Results:

  • Achieved 36-fold and 22-fold increases in naringenin and glucaric acid production, respectively, after up to four rounds of evolution.
  • Naringenin production reached 61 mg/L from glucose, surpassing previous reported titers.
  • Whole-genome sequencing identified beneficial, untargeted mutations, suggesting novel optimization pathways.

Conclusions:

  • The developed strategy effectively enhances microbial production of target chemicals.
  • This approach accelerates metabolic engineering by combining targeted mutagenesis with high-throughput evolution.
  • Identified new genetic targets for future pathway optimization efforts.