Skip to main content
Log in

Application of a dissolved oxygen control strategy to increase the expression of Streptococcus suis glutamate dehydrogenase in Escherichia coli

  • Original Paper
  • Published:
World Journal of Microbiology and Biotechnology Aims and scope Submit manuscript

Abstract

The accumulation of acetate in Escherichia coli inhibits cell growth and desired protein synthesis, and cell density and protein expression are increased by reduction of acetate excretion. Dissolved oxygen (DO) is an important parameter for acetate synthesis, and the accumulation of acetate is inversely correlated to DO level. In this study, the effect of DO levels on glutamate dehydrogenase (GDH) expression was investigated, and then different DO control strategies were tested for effects on GDH expression. DO control strategy IV (50% 0–9 h, 30% 9–18 h) provided the highest cell density (15.43 g/L) and GDH concentration (3.42 g/L), values 1.59- and 1.99-times higher than those achieved at 10% DO. The accumulation of acetate was 2.24 g/L with DO control strategy IV, a decrease of 40.74% relative to that achieved for growth at 10% DO. Additionally, under DO control strategy IV, there was lower expression of PoxB, a key enzyme for acetate synthesis, at both the transcriptional and translational level. At the same time, higher transcription and protein expression levels were observed for a glyoxylate shunt gene (aceA), an acetate uptake gene (acs), gluconeogensis and anaplerotic pathways genes (pckA, ppsA, ppc, and sfcA), and a TCA cycle gene (gltA). The flux of acetate with DO strategy IV was 8.4%, a decrease of 62.33% compared with the flux at 10% DO. This decrease represents both lower flux for acetate synthesis and increased flux of reused acetate.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Baez A, Shiloach J (2013) Escherichia coli avoids high dissolved oxygen stress by activation of SoxRS and manganese superoxide dismutase. Microb Cell Fact 12:23

    Article  CAS  Google Scholar 

  • Bemal V, Castano-Cerezo S, Canovas M (2016) Acetate metabolism regulation in Escherichia coli: carbon overflow, pathogenicity, and beyond. Appl Microbiol Biotechnol 100(21):8985–9001

    Article  Google Scholar 

  • Castaño-Cerezo S, Pastor JM, Renilla S, Bemal V, Iborra JL, Canovas M (2009) An insight into the role of phosphotransacetylase (pta) and the acetate/acetyl-CoA node in Escherichia coli. Microb Cell Fact 8:54

    Article  Google Scholar 

  • Chen L, Zeng AP (2017) Rational design and metabolic analysis of Escherichia coli for effective production of l-tryptophan at high concentration. Appl Microbiol Biotechnol 101(2):559–568

    Article  CAS  Google Scholar 

  • Cheng LK, Tian FR, Fu Q, Li SG, Fu SJ, Yang XY, Qu GG, Miao LZ, Li F, Shen ZQ (2015) Application of dissolved oxygen stage control and dissolved oxygen feedback feeding to improve production of porcine circovirus type 2 capsid protein by Escherichia coli. J Chem Pharm Res 7(11):447–453

    CAS  Google Scholar 

  • De Mets F, Van Melderen L, Gotlesman S (2019) Regulation of acetate netabolism and coordination with the TCA cycle via a processed small RNA. Proc Natl Aced Sci USA 116(3):1043–1052

    Article  Google Scholar 

  • Dong X, Chen X, Qian Y, Wang Y, Wang L, Qiao W, Liu L (2017) Metabolic engineering of Escherichia coli W3110 to produce L-malate. Biotechnol Bioeng 114(3):656–664

    Article  Google Scholar 

  • Eiteman MA, Altman E (2006) Overcoming acetate in Escherichia coli recombinant protein fermentations. Trends Biotechnol 24(11):530–536

    Article  CAS  Google Scholar 

  • Enjalbert B, Milland P, Dinclaux M, Portais JC, Letisse F (2017) Acetate fluxes in Escherichia coli are determined by the thermodynamic control of the Pta-AckA pathway. Sci Rep 7:42135

    Article  CAS  Google Scholar 

  • Kamata K, Toya Y, Shimizu H (2019) Effect of precise control flux ratio between the glycolytic pathways on mevalonate production in Escherichia coli. Biotechnol Bioeng 116(5):1180–1188

    Article  Google Scholar 

  • Kumar R, Shimizu K (2010) Metabolic regulation of Escherichia coli and its gdhA, glnL, gltB, D mutants under different carbon and nitrogen limitations in the continuous culture. Microb Cell Fact 9:8

    Article  Google Scholar 

  • Kutz R, Okwumabua O (2008) Differentiation of highly virulent strains of Streptococcus suis serotype 2 according to glutamate dehydrogenase electrophoretic and sequence type. J Clin Microbiol 46(10):3201–3207

    Article  CAS  Google Scholar 

  • Lin CW, Cheng LK, Wang J, Zhang SL, Fu Q, Li SG, Li F, Han WY, Shen ZQ (2016) Optimization of culture conditions to improve the expression level of beta1-epstion toxin of Clostridium perfringens type B in Escherichia coli. Biotechnol Buotechnoll Equip 30(2):324–331

    Article  CAS  Google Scholar 

  • Lin PP, Jaeger AJ, Wu TY, Xu SC, Lee AS, Gao P, Chen PW, Liao JC (2018) Construction and evolution of an Escherichia coli strain relying on nonoxidative glycolysis for sugar catabolism. PNAS 115(14):3538–3546

    Article  CAS  Google Scholar 

  • Lun ZR, Wang QP, Chen XG, Li AX, Zhu XQ (2007) Streptococcus suis: an emerging zoonotic pathogen. Lancet Infect Dis 7(3):201–209

    Article  Google Scholar 

  • Mortazavi A, Williams BA, Mccue K, Schaeffer L, Wold B (2008) Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods 5(7):621–628

    Article  CAS  Google Scholar 

  • Negrete N, Shiloach J (2017) Improving E. coli growth performance by manipulating small RNA expression. Microb Cell Fact 16(1):198

    Article  Google Scholar 

  • Parimi NS, Durie IA, Wu X, Niyas AM, Eiterman MA (2017) Eliminating acetate formation improves citramalate production by metabolically engineered Escherichia coli. Microb Cell Fact 16(1):114

    Article  Google Scholar 

  • Phue JN, Shiloach J (2005) Impact of dissolved oxygen concentration on acetate accumulation and physiology of E. coli BL21, evaluating transcription levels of key genes at different dissolved oxygen conditions. Metab Eng 7:353–363

    Article  CAS  Google Scholar 

  • Piao XY, Wang L, Lin BX, Chen H, Liu WF, Tao Y (2019) Metabolic engineering of Escherichia coli for production of L-aspartate ana its derivative β-alanine with high stoichiometric yield. Metab Eng 54:244–254

    Article  CAS  Google Scholar 

  • Pinhal S, Ropers D, Geiselmann J, de Jong H (2019) Acetate metabolism and the inhibition of bacterial growth by acetate. J Bacteriol 201(13):e00147-e219

    Article  CAS  Google Scholar 

  • Rajaraman E, Agrawal A, Crigler J, Seipelt-Thiemann R, Altman E, Eiteman MA (2016) Transcriptional analysis and adaptive evolution of Escherichia coli strains growing on acetate. Appl Microbiol Biotechnol 100(17):7777–7785

    Article  CAS  Google Scholar 

  • Rui B, Shen T, Zhou H, Liu JP, Chen JS, Pan XS, Liu HY, Wu JH, Zheng HR, Shi YY (2010) A systematic investigation of Escherichia coli central carbon metabolism in response to superoxide stress. BMC Syst Biol 4:122

    Article  Google Scholar 

  • Song HS, Seo HM, Jeon JM, Moon YM, Hong JG, Bhatia SK, Ahn J, Lee H, Kim W, Park YC, Choi KY, Kim YG, Yang YH (2018) Enhancd isobutanol production from acetate by combinatorial overexpression of acetyl-CoA synthetase and anaplerotic enzymes in engineered Escherichia coli. Biotechnol Bioeng 115(8):1971–1978

    Article  CAS  Google Scholar 

  • Tan ZG, Chen J, Zhang XL (2016) Systematic engineering of pentose phosphate pathway improves Escherichia coli succinate production. Biotechnol Biofuels 9:262

    Article  Google Scholar 

  • Veeravalli K, Schindler T, Dong E, Yamada M, Hamilton R, Laird MW (2018) Strain engineering to reduce acetate accumulation during microaerobic growth in Escheriichia coli. Biotechnol Prog 34(2):303–314

    Article  CAS  Google Scholar 

  • Wang J, Cheng LK, Wang J, Liu Q, Shen T, Chen N (2013) Genetic engineering of Escherichia coli to enhance production of L-tryptophan. Appl Microbiol Biotechnol 97:7587–7596

    Article  CAS  Google Scholar 

  • Wang Q, Xu JH, Sun ZJ, Luan LQ, Li Y, Wang JS, Liang QF, Qi QS (2019) Engineering an in vivo EP-bifido pathway in Escherichia coli for high-yield acetyl-CoA generation with low CO2 emission. Metab Eng 51:79–87

    Article  CAS  Google Scholar 

  • Wang J, Shang QM, Zhao CG, Zhang SS, Lin CW, Shen ZQ, Cheng LK (2020) Improvement of Streptococcus suis glutamate dehydrogenase expression in Escherichia coli through genetic modification of acetate synthesis pathway. Lett Appl Microbiol 70(2):64–70

    Article  CAS  Google Scholar 

  • Yang F, Yang L, Chang Z, Chang L, Yang B (2018) Regulation of virulence and motility cy acetate in enteropathogenic Escherichia coli. Int J Med Microbiol 308(7):840–847

    Article  CAS  Google Scholar 

  • Zhang CL, Li YJ, Ma J, Liu Y, He JL, Li YZ, Zhu FZ, Meng J, Zhan JJ, Li ZX, Zhao L, Ma Q, Fan XG, Xu QY, Xie XX, Chen N (2018) High production of 4-hydroxyisoleucine in Corynebacterium glutamicum by multistep metabolic engineering. Metab Eng 49:287–298

    Article  CAS  Google Scholar 

  • Zhao CG, Cheng LK, Xu QY, Wang J, Shen ZQ, Chen N (2016) Improvement of the production of L-tryptophan in Escherichia coli by application of a dissolved oxygen stage control strategy. Ann Microbiol 66(2):843–854

    Article  CAS  Google Scholar 

  • Zhao M, Huang DX, Zhang XJ, Koffas MAG, Zhou JW, Deng Y (2018) Metabolic engineering of Escherichia coli for producing adipic acid through the reverse adipate degradation pathway. Metab Eng 47:254–262

    Article  CAS  Google Scholar 

  • Zhao CG, Fang HT, Wang J, Zhang SS, Zhao XB, Li ZL, Lin CW, Shen ZQ, Cheng LK (2020) Application of fermentation process control to increase L-tryptophan production in Escherichia coli. Biotechnol Prog 36(2):e2944

    Article  CAS  Google Scholar 

  • Zheng S, Kwon I (2013) Controlling enzyme inhibition using an expression set of genetically encoded amino acids. Biotechnol Bioeng 110(9):2361–2370

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This study was funded by the Major Science and Technology Innovation Project of Shandong (2019JZZY020606), the Development of Science and Technology Plan Program of Binzhou (2015ZC0107), the Technological Innovation Project of Shandong (201741916018), the Key Specialized Research and Development Breakthrough program in Henan Province (202102110101, 182102110347), Young Talent Lifting Project in Henan Province (2020HYTP041,2021HYTP038) , the National Natural Science Foundation of China (31702263) and the Youth Backbone Teacher Project of Colleges and Universities of Henan Province (2020GGJS163).

Author information

Authors and Affiliations

Authors

Contributions

LC, XX and ZS designed the research. LC and XX performed the experiments. LC, CZ, ZS, and CL acquired and analyzed the data. XZ, JW, JW, and LW contributed to writing of the manuscript. Finally, all authors have reviewed and approved the final submitted manuscript.

Corresponding author

Correspondence to Likun Cheng.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cheng, L., Zhao, C., Yang, X. et al. Application of a dissolved oxygen control strategy to increase the expression of Streptococcus suis glutamate dehydrogenase in Escherichia coli. World J Microbiol Biotechnol 37, 60 (2021). https://doi.org/10.1007/s11274-021-03025-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11274-021-03025-2

Keywords

Navigation