Systems engineering of Escherichia coli for n-butane production

Yilan Liu, Anna Khusnutdinova, Jinjin Chen, David Crisante, Khorcheska Batyrova, Kaushik Raj, Michelle Feigis, Erfan Shirzadi, Xiaotong Wang, Roham Dorakhan, Xue Wang, Peter J. Stogios, Alexander F. Yakunin, Edward H. Sargent, Radhakrishnan Mahadevan*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

Rising concerns about climate change and sustainable energy have attracted efforts towards developing environmentally friendly alternatives to fossil fuels. Biosynthesis of n-butane, a highly desirable petro-chemical, fuel additive and diluent in the oil industry, remains a challenge. In this work, we first engineered enzymes Tes, Car and AD in the termination module to improve the selectivity of n-butane biosynthesis, and ancestral reconstruction and a synthetic RBS significantly improved the AD abundance. Next, we did ribosome binding site (RBS) calculation to identify potential metabolic bottlenecks, and then mitigated the bottleneck with RBS engineering and precursor propionyl-CoA addition. Furthermore, we employed a model-assisted strain design and a nonrepetitive extra-long sgRNA arrays (ELSAs) and quorum sensing assisted CRISPRi to facilitate a dynamic two-stage fermentation. Through systems engineering, n-butane production was increased by 168-fold from 0.04 to 6.74 mg/L. Finally, the maximum n-butane production from acetate was predicted using parsimonious flux balance analysis (pFBA), and we achieved n-butane production from acetate produced by electrocatalytic CO reduction. Our findings pave the way for selectively producing n-butane from renewable carbon source.

Original languageEnglish (US)
Pages (from-to)98-107
Number of pages10
JournalMetabolic Engineering
Volume74
DOIs
StatePublished - Nov 2022

Funding

We thank Prof. Kristala L.J. Prather at Massachusetts Institute of Technology for supplying RARE MCC and SA strains. We thank Olanrewaju Raji at the University of Toronto for help with HPLC. This project was funded by Suncor Energy Inc, NSERC CRD grant ( CRDPJ 517554–17 ) and Ontario Centres of Excellence VIP Grant ( OCE-VIP29120 ).

Keywords

  • Electrocatalytic reduction
  • Enzyme engineering
  • Metabolic engineering
  • Model-assisted design
  • n-Butane

ASJC Scopus subject areas

  • Applied Microbiology and Biotechnology
  • Bioengineering
  • Biotechnology

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