Controlling selectivity of modular microbial biosynthesis of butyryl-CoA-derived designer esters
Abstract
Short-chain esters have broad utility as flavors, fragrances, solvents, and biofuels. Controlling selectivity of ester microbial biosynthesis has been an outstanding metabolic engineering problem. In this study, we enabled the de novo fermentative microbial biosynthesis of butyryl-CoA-derived designer esters (e.g., butyl acetate, ethyl butyrate, butyl butyrate) in Escherichia coli with controllable selectivity. Using the modular design principles, we generated the butyryl-CoA-derived ester pathways as exchangeable production modules compatible with an engineered chassis cell for anaerobic production of designer esters. We designed these modules derived from an acyl-CoA submodule (e.g., acetyl-CoA, butyryl-CoA), an alcohol submodule (e.g., ethanol, butanol), a cofactor regeneration submodule (e.g., NADH), and an alcohol acetyltransferase (AAT) submodule (e.g., ATF1, SAAT) for rapid module construction and optimization by manipulating replication (e.g., plasmid copy number), transcription (e.g., promoters), translation (e.g., codon optimization), pathway enzymes, and pathway induction conditions. To further enhance production of designer esters with high selectivity, we systematically screened various strategies of protein solubilization using protein fusion tags and chaperones to improve the soluble expression of multiple pathway enzymes. Finally, our engineered ester-producing strains could achieve 19-fold increase in butyl acetate production (0.64 g/L, 96% selectivity), 6-fold increase in ethyl butyrate production (0.41 g/L, 86% selectivity), and 13-foldmore »
- Authors:
-
- Univ. of Tennessee, Knoxville, TN (United States); Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Publication Date:
- Research Org.:
- Univ. of Tennessee, Knoxville, TN (United States); Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1864486
- Alternate Identifier(s):
- OSTI ID: 1847495
- Grant/Contract Number:
- SC0022226; AC05-00OR22725; AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Metabolic Engineering
- Additional Journal Information:
- Journal Volume: 69; Journal ID: ISSN 1096-7176
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; Esters; Butyl acetate; Ethyl butyrate; Butyl butyrate; Alcohol acyltransferase; AAT; ATF1; SAAT; Modular design; Modular cell; Modular pathway design; Codon optimization; Fusion partners; Chaperones; Soluble expression; Enzyme solubilization; Escherichia coli
Citation Formats
Lee, Jong-Won, and Trinh, Cong T. Controlling selectivity of modular microbial biosynthesis of butyryl-CoA-derived designer esters. United States: N. p., 2021.
Web. doi:10.1016/j.ymben.2021.12.001.
Lee, Jong-Won, & Trinh, Cong T. Controlling selectivity of modular microbial biosynthesis of butyryl-CoA-derived designer esters. United States. https://doi.org/10.1016/j.ymben.2021.12.001
Lee, Jong-Won, and Trinh, Cong T. Mon .
"Controlling selectivity of modular microbial biosynthesis of butyryl-CoA-derived designer esters". United States. https://doi.org/10.1016/j.ymben.2021.12.001. https://www.osti.gov/servlets/purl/1864486.
@article{osti_1864486,
title = {Controlling selectivity of modular microbial biosynthesis of butyryl-CoA-derived designer esters},
author = {Lee, Jong-Won and Trinh, Cong T.},
abstractNote = {Short-chain esters have broad utility as flavors, fragrances, solvents, and biofuels. Controlling selectivity of ester microbial biosynthesis has been an outstanding metabolic engineering problem. In this study, we enabled the de novo fermentative microbial biosynthesis of butyryl-CoA-derived designer esters (e.g., butyl acetate, ethyl butyrate, butyl butyrate) in Escherichia coli with controllable selectivity. Using the modular design principles, we generated the butyryl-CoA-derived ester pathways as exchangeable production modules compatible with an engineered chassis cell for anaerobic production of designer esters. We designed these modules derived from an acyl-CoA submodule (e.g., acetyl-CoA, butyryl-CoA), an alcohol submodule (e.g., ethanol, butanol), a cofactor regeneration submodule (e.g., NADH), and an alcohol acetyltransferase (AAT) submodule (e.g., ATF1, SAAT) for rapid module construction and optimization by manipulating replication (e.g., plasmid copy number), transcription (e.g., promoters), translation (e.g., codon optimization), pathway enzymes, and pathway induction conditions. To further enhance production of designer esters with high selectivity, we systematically screened various strategies of protein solubilization using protein fusion tags and chaperones to improve the soluble expression of multiple pathway enzymes. Finally, our engineered ester-producing strains could achieve 19-fold increase in butyl acetate production (0.64 g/L, 96% selectivity), 6-fold increase in ethyl butyrate production (0.41 g/L, 86% selectivity), and 13-fold increase in butyl butyrate production (0.45 g/L, 54% selectivity) as compared to the initial strains. Altogether, this study presented a generalizable framework to engineer modular microbial platforms for anaerobic production of butyryl-CoA-derived designer esters from renewable feedstocks.},
doi = {10.1016/j.ymben.2021.12.001},
journal = {Metabolic Engineering},
number = ,
volume = 69,
place = {United States},
year = {Mon Dec 06 00:00:00 EST 2021},
month = {Mon Dec 06 00:00:00 EST 2021}
}
Works referenced in this record:
Metabolic engineering of Escherichia coli for 1-butanol production
journal, November 2008
- Atsumi, Shota; Cann, Anthony F.; Connor, Michael R.
- Metabolic Engineering, Vol. 10, Issue 6, p. 305-311
Enzyme mechanism as a kinetic control element for designing synthetic biofuel pathways
journal, February 2011
- Bond-Watts, Brooks B.; Bellerose, Robert J.; Chang, Michelle C. Y.
- Nature Chemical Biology, Vol. 7, Issue 4
Engineering Escherichia coli for the production of butyl octanoate from endogenous octanoyl-CoA
journal, January 2019
- Chacón, Micaela G.; Kendrick, Emanuele G.; Leak, David J.
- PeerJ, Vol. 7
Synthetic and systems biology for microbial production of commodity chemicals
journal, April 2016
- Chubukov, Victor; Mukhopadhyay, Aindrila; Petzold, Christopher J.
- npj Systems Biology and Applications, Vol. 2, Issue 1
The compatibility of potential bioderived fuels with Jet A-1 aviation kerosene
journal, April 2014
- Chuck, Christopher J.; Donnelly, Joseph
- Applied Energy, Vol. 118
Acyltransferases in plants: a good time to be BAHD
journal, June 2006
- D’Auria, John C.
- Current Opinion in Plant Biology, Vol. 9, Issue 3
Renewable fatty acid ester production in Clostridium
journal, July 2021
- Feng, Jun; Zhang, Jie; Ma, Yuechao
- Nature Communications, Vol. 12, Issue 1
Modular design: Implementing proven engineering principles in biotechnology
journal, November 2019
- Garcia, Sergio; Trinh, Cong T.
- Biotechnology Advances, Vol. 37, Issue 7
Multiobjective strain design: A framework for modular cell engineering
journal, January 2019
- Garcia, Sergio; Trinh, Cong T.
- Metabolic Engineering, Vol. 51
Harnessing Natural Modularity of Metabolism with Goal Attainment Optimization to Design a Modular Chassis Cell for Production of Diverse Chemicals
journal, May 2020
- Garcia, Sergio; Trinh, Cong T.
- ACS Synthetic Biology, Vol. 9, Issue 7
Trade-offs between tRNA abundance and mRNA secondary structure support smoothing of translation elongation rate
journal, March 2015
- Gorochowski, Thomas E.; Ignatova, Zoya; Bovenberg, Roel A. L.
- Nucleic Acids Research, Vol. 43, Issue 6
Protein–Sol: a web tool for predicting protein solubility from sequence
journal, May 2017
- Hebditch, Max; Carballo-Amador, M. Alejandro; Charonis, Spyros
- Bioinformatics, Vol. 33, Issue 19
Ester production in E. coli and C. acetobutylicum
journal, May 2006
- Horton, Catherine Emily; Bennett, George N.
- Enzyme and Microbial Technology, Vol. 38, Issue 7
Heterologous expression of the Saccharomyces cerevisiae alcohol acetyltransferase genes in Clostridium acetobutylicum and Escherichia coli for the production of isoamyl acetate
journal, July 2003
- Horton, Catherine Emily; Huang, Ke-Xue; Bennett, George N.
- Journal of Industrial Microbiology and Biotechnology, Vol. 30, Issue 7
Potential renewable oxygenated biofuels for the aviation and road transport sectors
journal, January 2013
- Jenkins, Rhodri W.; Munro, Martin; Nash, Sarah
- Fuel, Vol. 103
A Thioredoxin Gene Fusion Expression System That Circumvents Inclusion Body Formation in the E. coli Cytoplasm
journal, February 1993
- LaVallie, Edward R.; DiBlasio, Elizabeth A.; Kovacic, Sharlotte
- Nature Biotechnology, Vol. 11, Issue 2
Engineering modular ester fermentative pathways in Escherichia coli
journal, November 2014
- Layton, Donovan S.; Trinh, Cong T.
- Metabolic Engineering, Vol. 26
Expanding the modular ester fermentative pathways for combinatorial biosynthesis of esters from volatile organic acids: Expanding the Modular Ester Fermentative Pathways
journal, February 2016
- Layton, Donovan S.; Trinh, Cong T.
- Biotechnology and Bioengineering, Vol. 113, Issue 8
Microbial synthesis of a branched-chain ester platform from organic waste carboxylates
journal, December 2016
- Layton, Donovan S.; Trinh, Cong T.
- Metabolic Engineering Communications, Vol. 3
Microbial biosynthesis of lactate esters
journal, September 2019
- Lee, Jong-Won; Trinh, Cong T.
- Biotechnology for Biofuels, Vol. 12, Issue 1
Towards renewable flavors, fragrances, and beyond
journal, February 2020
- Lee, Jong-Won; Trinh, Cong T.
- Current Opinion in Biotechnology, Vol. 61
Model-driven rebalancing of the intracellular redox state for optimization of a heterologous n-butanol pathway in Escherichia coli
journal, November 2013
- Lim, Jae Hyung; Seo, Sang Woo; Kim, Se Yeon
- Metabolic Engineering, Vol. 20
Engineering alternative butanol production platforms in heterologous bacteria
journal, July 2009
- Nielsen, David R.; Leonard, Effendi; Yoon, Sang-Hwal
- Metabolic Engineering, Vol. 11, Issue 4-5, p. 262-273
Metabolic engineering of Clostridium acetobutylicum for the production of butyl butyrate
journal, August 2018
- Noh, Hyeon Ji; Woo, Ji Eun; Lee, Sang Yup
- Applied Microbiology and Biotechnology, Vol. 102, Issue 19
Parallel substrate supply and pH stabilization for optimal screening of E. coli with the membrane-based fed-batch shake flask
journal, May 2018
- Philip, P.; Kern, D.; Goldmanns, J.
- Microbial Cell Factories, Vol. 17, Issue 1
Unrelated solubility-enhancing fusion partners MBP and NusA utilize a similar mode of action: Solubility-Enhancers NusA and MBP Act Similarly
journal, August 2014
- Raran-Kurussi, Sreejith; Waugh, David S.
- Biotechnology and Bioengineering, Vol. 111, Issue 12
Expanding ester biosynthesis in Escherichia coli
journal, March 2014
- Rodriguez, Gabriel M.; Tashiro, Yohei; Atsumi, Shota
- Nature Chemical Biology, Vol. 10, Issue 4
Rare codon content affects the solubility of recombinant proteins in a codon bias-adjusted Escherichia coli strain
journal, January 2009
- Rosano, Germán L.; Ceccarelli, Eduardo A.
- Microbial Cell Factories, Vol. 8, Issue 1
Single mutation at a highly conserved region of chloramphenicol acetyltransferase enables isobutyl acetate production directly from cellulose by Clostridium thermocellum at elevated temperatures
journal, October 2019
- Seo, Hyeongmin; Lee, Jong-Won; Garcia, Sergio
- Biotechnology for Biofuels, Vol. 12, Issue 1
Engineering promiscuity of chloramphenicol acetyltransferase for microbial designer ester biosynthesis
journal, July 2021
- Seo, Hyeongmin; Lee, Jong-Won; Giannone, Richard J.
- Metabolic Engineering, Vol. 66
Driving Forces Enable High-Titer Anaerobic 1-Butanol Synthesis in Escherichia coli
journal, March 2011
- Shen, Claire R.; Lan, Ethan I.; Dekishima, Yasumasa
- Applied and Environmental Microbiology, Vol. 77, Issue 9, p. 2905-2915
Metabolic engineering of the non-sporulating, non-solventogenic Clostridium acetobutylicum strain M5 to produce butanol without acetone demonstrate the robustness of the acid-formation pathways and the importance of the electron balance
journal, November 2008
- Sillers, Ryan; Chow, Alison; Tracy, Bryan
- Metabolic Engineering, Vol. 10, Issue 6, p. 321-332
Engineered biosynthesis of medium-chain esters in Escherichia coli
journal, January 2015
- Tai, Yi-Shu; Xiong, Mingyong; Zhang, Kechun
- Metabolic Engineering, Vol. 27
Two-dimensional isobutyl acetate production pathways to improve carbon yield
journal, June 2015
- Tashiro, Yohei; Desai, Shuchi H.; Atsumi, Shota
- Nature Communications, Vol. 6, Issue 1
Efficient Production of Active Polyhydroxyalkanoate Synthase in Escherichia coli by Coexpression of Molecular Chaperones
journal, March 2013
- Thomson, Nicholas M.; Saika, Azusa; Ushimaru, Kazunori
- Applied and Environmental Microbiology, Vol. 79, Issue 6
Rational design of efficient modular cells
journal, November 2015
- Trinh, Cong T.; Liu, Yan; Conner, David J.
- Metabolic Engineering, Vol. 32
Minimal Escherichia coli Cell for the Most Efficient Production of Ethanol from Hexoses and Pentoses
journal, April 2008
- Trinh, C. T.; Unrean, P.; Srienc, F.
- Applied and Environmental Microbiology, Vol. 74, Issue 12, p. 3634-3643
Production of isoamyl acetate in ackA-pta and/or ldh mutants of Escherichia coli with overexpression of yeast ATF2
journal, February 2004
- Vadali, R. V.; Horton, C. E.; Rudolph, F. B.
- Applied Microbiology and Biotechnology, Vol. 63, Issue 6
The remarkable solubility-enhancing power of Escherichia coli maltose-binding protein
journal, September 2016
- Waugh, David S.
- Postępy Biochemii, Vol. 62, Issue 3
A Prototype for Modular Cell Engineering
journal, August 2017
- Wilbanks, Brandon; Layton, Donovan S.; Garcia, Sergio
- ACS Synthetic Biology, Vol. 7, Issue 1
Comprehensive characterization of toxicity of fermentative metabolites on microbial growth
journal, November 2017
- Wilbanks, Brandon; Trinh, Cong T.
- Biotechnology for Biofuels, Vol. 10, Issue 1
The Smell of Synthetic Biology: Engineering Strategies for Aroma Compound Production in Yeast
journal, July 2018
- van Wyk, Niël; Kroukamp, Heinrich; Pretorius, Isak
- Fermentation, Vol. 4, Issue 3
Metabolic Engineering of a Pentose Metabolism Pathway in Ethanologenic Zymomonas mobilis
journal, January 1995
- Zhang, M.; Eddy, C.; Deanda, K.
- Science, Vol. 267, Issue 5195
Microbial host selection affects intracellular localization and activity of alcohol-O-acetyltransferase
journal, January 2015
- Zhu, Jie; Lin, Jyun-Liang; Palomec, Leidy
- Microbial Cell Factories, Vol. 14, Issue 1