Dynamic control over feedback regulation improves stationary phase fluxes in engineered E. coli.

We demonstrate the use of two-stage dynamic metabolic control to manipulate feedback regulation in central metabolism and improve biosynthesis in engineered E. coli. Specifically, we report the impact of dynamic control over two central metabolic enzymes: citrate synthase, and glucose-6-phosphate dehydrogenase, on stationary phase fluxes. Firstly, reduced citrate synthase levels lead to a reduction in -ketoglutarate, which is an inhibitor of sugar transport, resulting in increased glucose uptake and glycolytic fluxes. Reduced glucose-6-phosphate dehydrogenase activity activates the SoxRS regulon and expression of pyruvate-ferredoxin oxidoreductase, which is in turn responsible for large increases in acetyl-CoA production. These two mechanisms lead to the improved stationary phase production of citramalic acid enabling titers of 126{+/-}7g/L. These results identify pyruvate oxidation via the pyruvate-ferredoxin oxidoreductase as a "central" metabolic pathway in stationary phase and highlight the potential of improving fluxes by manipulating essential central regulatory mechanisms using two-stage dynamic metabolic control. HighlightsO_LIDynamic reduction in -keto-glutarate pools alleviate inhibition of PTS dependent transport improving stationary phase sugar uptake. C_LIO_LIDynamic reduction in glucose-6-phosphate dehydrogenase activates pyruvate flavodoxin/ferredoxin oxidoreductase and improves stationary acetyl-CoA flux. C_LIO_LIPyruvate flavodoxin/ferredoxin oxidoreductase is responsible for large stationary phase acetyl-CoA fluxes under aerobic conditions. C_LIO_LIProduction of citramalate to titers 126 {+/-} 7g/L at > 90 % of theoretical yield C_LI

[1]  Christopher T. Workman,et al.  Glucose-Dependent Promoters for Dynamic Regulation of Metabolic Pathways , 2018, Front. Bioeng. Biotechnol..

[2]  Steffen Klamt,et al.  MoVE identifies metabolic valves to switch between phenotypic states , 2018, Nature Communications.

[3]  U. Sauer,et al.  Reserve Flux Capacity in the Pentose Phosphate Pathway Enables Escherichia coli's Rapid Response to Oxidative Stress. , 2018, Cell systems.

[4]  Robert G. Martin,et al.  SoxS-dependent coregulation of ompN and ydbK in a multidrug-resistant Escherichia coli strain. , 2012, FEMS microbiology letters.

[5]  Shuji Yonei,et al.  Escherichia coli pyruvate:flavodoxin oxidoreductase, YdbK - regulation of expression and biological roles in protection against oxidative stress. , 2013, Genes & genetic systems.

[6]  J. Vohradský,et al.  Proteomic analysis of the bacterial cell cycle , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[7]  Michael D Lynch Into new territory: improved microbial synthesis through engineering of the essential metabolic network. , 2016, Current opinion in biotechnology.

[8]  Ian A. Durie,et al.  Eliminating acetate formation improves citramalate production by metabolically engineered Escherichia coli , 2017, Microbial Cell Factories.

[9]  S. Klumpp,et al.  Dilution and the theoretical description of growth-rate dependent gene expression , 2013, Journal of biological engineering.

[10]  A. Westphal,et al.  The pyruvate dehydrogenase multi-enzyme complex from Gram-negative bacteria. , 1998, Biochimica et biophysica acta.

[11]  Makoto A Lalwani,et al.  Current and future modalities of dynamic control in metabolic engineering. , 2018, Current opinion in biotechnology.

[12]  Ray Dixon,et al.  The Emergence of 2-Oxoglutarate as a Master Regulator Metabolite , 2015, Microbiology and Molecular Reviews.

[13]  Wentao Ding,et al.  Development and Application of CRISPR/Cas in Microbial Biotechnology , 2020, Frontiers in Bioengineering and Biotechnology.

[14]  Gill Stephens,et al.  Efficient bio-production of citramalate using an engineered Escherichia coli strain , 2017, Microbiology.

[15]  Xueli Zhang,et al.  Metabolic Engineering for Production of Biorenewable Fuels and Chemicals: Contributions of Synthetic Biology , 2010, Journal of biomedicine & biotechnology.

[16]  U. Sauer,et al.  Environmental Dependence of Stationary-Phase Metabolism in Bacillus subtilis and Escherichia coli , 2014, Applied and Environmental Microbiology.

[17]  Juliana Lebeau,et al.  A Review of the Biotechnological Production of Methacrylic Acid , 2020, Frontiers in Bioengineering and Biotechnology.

[18]  T. Terwilliger,et al.  Engineering and characterization of a superfolder green fluorescent protein , 2006, Nature Biotechnology.

[19]  Robert H. White,et al.  ( R )-Citramalate Synthase in Methanogenic Archaea , 1999, Journal of bacteriology.

[20]  Joseph H. Davis,et al.  Design, construction and characterization of a set of insulated bacterial promoters , 2010, Nucleic acids research.

[21]  T. Hanai,et al.  Metabolic flux redirection from a central metabolic pathway toward a synthetic pathway using a metabolic toggle switch. , 2014, Metabolic engineering.

[22]  Stephen L. Johnson,et al.  Trace Phosphate Improves ZIC-pHILIC Peak Shape, Sensitivity, and Coverage for Untargeted Metabolomics. , 2018, Journal of proteome research.

[23]  N. Wingreen,et al.  α-ketoglutarate coordinates carbon and nitrogen utilization via Enzyme I inhibition , 2011, Nature chemical biology.

[24]  J. Collins,et al.  Construction of a genetic toggle switch in Escherichia coli , 2000, Nature.

[25]  Patrik R. Jones,et al.  Construction of a synthetic YdbK-dependent pyruvate:H2 pathway in Escherichia coli BL21(DE3). , 2009, Metabolic engineering.

[26]  Robert T Sauer,et al.  Engineering controllable protein degradation. , 2006, Molecular cell.

[27]  J. Rabinowitz,et al.  Systems biology: Metabolite turns master regulator , 2013, Nature.

[28]  G. Thomas,et al.  Systems Analyses Reveal the Resilience of Escherichia coli Physiology during Accumulation and Export of the Nonnative Organic Acid Citramalate , 2019, mSystems.

[29]  Luke A. Gilbert,et al.  Repurposing CRISPR as an RNA-Guided Platform for Sequence-Specific Control of Gene Expression , 2013, Cell.

[30]  J. Knappe,et al.  Routes of flavodoxin and ferredoxin reduction in Escherichia coli. CoA-acylating pyruvate: flavodoxin and NADPH: flavodoxin oxidoreductases participating in the activation of pyruvate formate-lyase. , 2005, European journal of biochemistry.

[31]  Chase L. Beisel,et al.  Repurposing endogenous type I CRISPR-Cas systems for programmable gene repression , 2014, Nucleic acids research.

[32]  James C. Liao,et al.  Directed Evolution of Methanococcus jannaschii Citramalate Synthase for Biosynthesis of 1-Propanol and 1-Butanol by Escherichia coli , 2008, Applied and Environmental Microbiology.

[33]  A. Burgard,et al.  Optknock: A bilevel programming framework for identifying gene knockout strategies for microbial strain optimization , 2003, Biotechnology and bioengineering.

[34]  Kevin V. Solomon,et al.  A dynamic metabolite valve for the control of central carbon metabolism. , 2012, Metabolic engineering.

[35]  B Demple,et al.  Positive control of a global antioxidant defense regulon activated by superoxide-generating agents in Escherichia coli. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[36]  Zhixia Ye,et al.  Large-scale bioprocess competitiveness: the potential of dynamic metabolic control in two-stage fermentations , 2016 .

[37]  Sarah Dubrac,et al.  Activation of SoxR by Overproduction of Desulfoferrodoxin: Multiple Ways To Induce the soxRSRegulon , 2000, Journal of bacteriology.

[38]  M. Eiteman,et al.  Production of citramalate by metabolically engineered Escherichia coli , 2016, Biotechnology and bioengineering.

[39]  H. Bisswanger,et al.  Molecular mechanism of regulation of the pyruvate dehydrogenase complex from E. coli. , 1997, Biochemistry.

[40]  G. Stephanopoulos,et al.  Improving fatty acids production by engineering dynamic pathway regulation and metabolic control , 2014, Proceedings of the National Academy of Sciences.

[41]  Stan J. J. Brouns,et al.  Small CRISPR RNAs Guide Antiviral Defense in Prokaryotes , 2008, Science.

[42]  R. Huber,et al.  Utilizing high-throughput experimentation to enhance specific productivity of an E.coli T7 expression system by phosphate limitation , 2011, BMC biotechnology.

[43]  A. Krapp,et al.  Glucose-6-phosphate dehydrogenase and ferredoxin-NADP(H) reductase contribute to damage repair during the soxRS response of Escherichia coli. , 2006, Microbiology.

[44]  E. A. Moreb,et al.  Improved, scalable, two-stage, autoinduction of recombinant protein expression in E. coli utilizing phosphate depletion , 2019, bioRxiv.

[45]  Xin-tian Li,et al.  Positive and negative selection using the tetA-sacB cassette: recombineering and P1 transduction in Escherichia coli , 2013, Nucleic acids research.

[46]  Jennifer N. Hennigan,et al.  Robustness testing and scalability of phosphate regulated promoters useful for two-stage autoinduction in E. coli , 2020, bioRxiv.

[47]  Florian David,et al.  Flux Control at the Malonyl-CoA Node through Hierarchical Dynamic Pathway Regulation in Saccharomyces cerevisiae. , 2016, ACS synthetic biology.

[48]  Kevin L. Griffith,et al.  Systematic mutagenesis of the DNA binding sites for SoxS in the Escherichia coli zwf and fpr promoters: identifying nucleotides required for DNA binding and transcription activation , 2001, Molecular microbiology.

[49]  Jeong Wook Lee,et al.  Systems metabolic engineering of microorganisms for natural and non-natural chemicals. , 2012, Nature chemical biology.

[50]  Zachary A. King,et al.  Constraint-based models predict metabolic and associated cellular functions , 2014, Nature Reviews Genetics.