Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Metabolic flux optimization of iterative pathways through orthogonal gene expression control: Application to the β-oxidation reversal

Journal Article · · Metabolic Engineering
Balancing relative expression of pathway genes to minimize flux bottlenecks and metabolic burden is one of the key challenges in metabolic engineering. This is especially relevant for iterative pathways, such as reverse β-oxidation (rBOX) pathway, which require control of flux partition at multiple nodes to achieve efficient synthesis of target products. Here, we develop a plasmid-based inducible system for orthogonal control of gene expression (referred to as the TriO system) and demonstrate its utility in the rBOX pathway. Leveraging effortless construction of TriO vectors in a plug-and-play manner, we simultaneously explored the solution space for enzyme choice and relative expression levels. Remarkably, varying individual expression levels led to substantial change in product specificity ranging from no production to optimal performance of about 90% of the theoretical yield of the desired products. We obtained titers of 6.3 g/L butyrate, 2.2 g/L butanol and 4.0 g/L hexanoate from glycerol in E. coli, which exceed the best titers previously reported using equivalent enzyme combinations. Since a similar system behavior was observed with alternative termination routes and higher-order iterations, we envision our approach to be broadly applicable to other iterative pathways besides the rBOX. Here, considering that high throughput, automated strain construction using combinatorial promoter and RBS libraries remain out of reach for many researchers, especially in academia, tools like the TriO system could democratize the testing and evaluation of pathway designs by reducing cost, time and infrastructure requirements.
Research Organization:
Montana State University, Bozeman, MT (United States)
Sponsoring Organization:
US National Science Foundation (NSF); USDOE
Grant/Contract Number:
EE0008499
OSTI ID:
2478675
Alternate ID(s):
OSTI ID: 2369739
Journal Information:
Metabolic Engineering, Journal Name: Metabolic Engineering Vol. 82; ISSN 1096-7176
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (38)

Expression Using the T7 RNA Polymerase/Promoter System journal July 1990
Temperature-dependent dynamic control of the TCA cycle increases volumetric productivity of itaconic acid production by Escherichia coli journal October 2017
Selective production of decanoic acid from iterative reversal of β-oxidation pathway journal February 2018
Synthesis of medium-chain length (C6–C10) fuels and chemicals via β-oxidation reversal in Escherichia coli journal February 2015
Characterization of an acetyl-CoA C-acetyltransferase (thiolase) gene from Clostridium acetobutylicum ATCC 824 journal February 1995
Custom-made transcriptional biosensors for metabolic engineering journal October 2019
Development of a plasmid addicted system that is independent of co-inducers, antibiotics and specific carbon source additions for bioproduct (1-butanol) synthesis in Escherichia coli journal December 2015
Integrated engineering of β-oxidation reversal and ω-oxidation pathways for the synthesis of medium chain ω-functionalized carboxylic acids journal March 2015
Structure-guided reshaping of the acyl binding pocket of ‘TesA thioesterase enhances octanoic acid production in E. coli journal September 2020
Two-stage dynamic deregulation of metabolism improves process robustness & scalability in engineered E. coli. journal November 2021
Relative Activities of the β-Ketoacyl-CoA and Acyl-CoA Reductases Influence the Product Profile and Flux in a Reversed β-Oxidation Pathway journal April 2023
Identification of 2-Hydroxyacyl-CoA Synthases with High Acyloin Condensation Activity for Orthogonal One-Carbon Bioconversion journal August 2023
An Automated Model Test System for Systematic Development and Improvement of Gene Expression Models journal October 2020
Design of Four Small-Molecule-Inducible Systems in the Yeast Chromosome, Applied to Optimize Terpene Biosynthesis journal March 2023
A Synthetic Biology Approach to Engineer a Functional Reversal of the β-Oxidation Cycle journal October 2012
Engineered reversal of the β-oxidation cycle for the synthesis of fuels and chemicals journal August 2011
Optogenetic regulation of engineered cellular metabolism for microbial chemical production journal March 2018
Energy- and carbon-efficient synthesis of functionalized small molecules in bacteria using non-decarboxylative Claisen condensation reactions journal April 2016
Cell-free prototyping enables implementation of optimized reverse β-oxidation pathways in heterotrophic and autotrophic bacteria journal June 2022
Automated model-predictive design of synthetic promoters to control transcriptional profiles in bacteria journal September 2022
Automated design of thousands of nonrepetitive parts for engineering stable genetic systems journal July 2020
Escherichia coli “Marionette” strains with 12 highly optimized small-molecule sensors journal November 2018
A polyketoacyl-CoA thiolase-dependent pathway for the synthesis of polyketide backbones journal June 2020
Structures of trans-2-enoyl-CoA reductases from Clostridium acetobutylicum and Treponema denticola: insights into the substrate specificity and the catalytic mechanism journal December 2012
Reverse β-oxidation pathways for efficient chemical production journal February 2022
Independent and tight regulation of transcriptional units in Escherichia coli via the LacR/O, the TetR/O and AraC/I1-I2 regulatory elements journal March 1997
eQuilibrator--the biochemical thermodynamics calculator journal November 2011
Expression-level optimization of a multi-enzyme pathway in the absence of a high-throughput assay journal September 2013
Engineering resource allocation in artificially minimized cells: Is genome reduction the best strategy? journal February 2023
Plasmid addiction systems: perspectives and applications in biotechnology journal April 2010
P gas , a Low-pH-Induced Promoter, as a Tool for Dynamic Control of Gene Expression for Metabolic Engineering of Aspergillus niger journal January 2017
Functional Screening and In Vitro Analysis Reveal Thioesterases with Enhanced Substrate Specificity Profiles That Improve Short-Chain Fatty Acid Production in Escherichia coli journal November 2013
Multigene Editing in the Escherichia coli Genome via the CRISPR-Cas9 System journal January 2015
Expression and Characterization of (R)-Specific Enoyl Coenzyme A Hydratase Involved in Polyhydroxyalkanoate Biosynthesis by Aeromonas caviae journal February 1998
Culture Medium for Enterobacteria journal January 1974
Dynamic Control of Metabolism journal June 2021
Metabolic engineering of Escherichia coli carrying the hybrid acetone-biosynthesis pathway for efficient acetone biosynthesis from acetate journal January 2019
Modification of acetoacetyl-CoA reduction step in Ralstonia eutropha for biosynthesis of poly(3-hydroxybutyrate-co-3-hydroxyhexanoate) from structurally unrelated compounds journal August 2019