Abstract
The one-carbon recursive ketoacid elongation pathway is responsible for making various branched-chain amino acids, aldehydes, alcohols, ketoacids, and acetate esters in living cells. Controlling selective microbial biosynthesis of these target molecules at high efficiency is challenging due to enzyme promiscuity, regulation, and metabolic burden. In this study, we present a systematic modular design approach to control proteome reallocation for selective microbial biosynthesis of branched-chain acetate esters. Through pathway modularization, we partitioned the branched-chain ester pathways into four submodules including ketoisovalerate submodule for converting pyruvate to ketoisovalerate, ketoacid elongation submodule for producing longer carbon-chain ketoacids, ketoacid decarboxylase submodule for converting ketoacids to alcohols, and alcohol acyltransferase submodule for producing branched-chain acetate esters by condensing alcohols and acetyl-CoA. By systematic manipulation of pathway gene replication and transcription, enzyme specificity of the first committed steps of these submodules, and downstream competing pathways, we demonstrated selective microbial production of isoamyl acetate over isobutyl acetate. We found that the optimized isoamyl acetate pathway globally redistributed the amino acid fractions in the proteomes and required up to 23–31% proteome reallocation at the expense of other cellular resources, such as those required to generate precursor metabolites and energy for growth and amino acid biosynthesis. From glucose fed-batch fermentation, the engineered strains produced isoamyl acetate up to a titer of 8.8 g/L (>0.25 g/L toxicity limit), a yield of 0.22 g/g (61% of maximal theoretical value), and 86% selectivity, achieving the highest titers, yields and selectivity of isoamyl acetate reported to date.
Original language | English |
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Pages (from-to) | 38-49 |
Number of pages | 12 |
Journal | Metabolic Engineering |
Volume | 73 |
DOIs | |
State | Published - Sep 2022 |
Funding
This research was financially supported in part by the DOE BER award (DE-SC0022226) and the DOE subcontract grant (DE-AC05-000R22725) by the Center of Bioenergy Innovation, the U.S. Department of Energy Bioenergy Research Center funded by the Office of Biological and Environmental Research in the DOE Office of Science. We would also like to acknowledge the gene synthesis performed at the U.S. Department of Energy Joint Genome Institute. The work conducted by the U.S. Department of Energy Joint Genome Institute, a DOE Office of Science User Facility, is supported under Contract No. DE-AC02-05CH11231. The authors would like to thank the Center of Environmental Biotechnology at UTK for using the GC/MS instrument. This research was financially supported in part by the DOE BER award ( DE-SC0022226 ) and the DOE subcontract grant ( DE-AC05-000R22725 ) by the Center of Bioenergy Innovation, the U.S. Department of Energy Bioenergy Research Center funded by the Office of Biological and Environmental Research in the DOE Office of Science . We would also like to acknowledge the gene synthesis performed at the U.S. Department of Energy Joint Genome Institute . The work conducted by the U.S. Department of Energy Joint Genome Institute, a DOE Office of Science User Facility, is supported under Contract No. DE-AC02-05CH11231. The authors would like to thank the Center of Environmental Biotechnology at UTK for using the GC/MS instrument.
Funders | Funder number |
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U.S. Department of Energy Bioenergy Research Center | |
U.S. Department of Energy Joint Genome Institute | |
U.S. Department of Energy | DE-AC05-000R22725, DE-SC0022226 |
Office of Science | DE-AC02-05CH11231 |
Biological and Environmental Research | |
University of Tennessee, Knoxville | |
Center for Bioenergy Innovation |
Keywords
- Escherichia coli
- Ester biosynthesis
- Isoamyl acetate
- Isobutyl acetate
- Metabolic burden
- Modular design
- Pathway selectivity
- Proteome reallocation
- Proteomics