Quorum Sensing Systems Engineering for Enhanced iso-Butylamine Production in Escherichia coli

Mingxiong Liu , Yang Li , Pingru Yu , Hongxin Fu , Jufang Wang

Synth. Biol. Eng. ›› 2025, Vol. 3 ›› Issue (2) : 10008

PDF (3066KB)
Synth. Biol. Eng. ›› 2025, Vol. 3 ›› Issue (2) :10008 DOI: 10.70322/sbe.2025.10008
research-article
Quorum Sensing Systems Engineering for Enhanced iso-Butylamine Production in Escherichia coli
Author information +
History +
PDF (3066KB)

Abstract

Quorum sensing (QS), characterized by pathway-independence and autonomous control, has been applied in bio-manufacturing, while the lack of versatile and functional regulatory components limits its broader applications. To address this issue, a series of efficient QS systems with diverse properties were established in Escherichia coli. Firstly, combinatorial optimization, including element selection and promoter replacement, led to an improvement of 8.82- and 3.03-fold in output range and response threshold, respectively. Then, a library of LuxR mutants was constructed for screening novel variants with decreased sensitivity to acyl-homoserine lactone through the high-throughput screening technique. Notably, the optimal variant V36E/H89L/P97L exhibited a decrease of 266-fold in the sensitivity. As a proof-of-concept, iso-butylamine biosynthesis was tested by re-directing pyruvate catabolism using QS circuits, and in particular, a total of 15.4 g/L iso-butylamine was generated in strain IB21 during the fed-batch culture, marking a 2.96-fold increase over the static control. Finally, the generated bioproduct reached 44.23 g/L in a bioreactor, representing the highest reported titer so far. In summary, this study not only enriches the genetic toolbox of QS systems, but also facilitates industrial applications in value-added chemical production.

Keywords

Quorum sensing / Regulatory elements / Signal sensitivity / Synthetic biology / iso-Butylamine / Escherichia coli

Cite this article

Download citation ▾
Mingxiong Liu, Yang Li, Pingru Yu, Hongxin Fu, Jufang Wang. Quorum Sensing Systems Engineering for Enhanced iso-Butylamine Production in Escherichia coli. Synth. Biol. Eng., 2025, 3(2): 10008 DOI:10.70322/sbe.2025.10008

登录浏览全文

4963

注册一个新账户 忘记密码

Supplementary Materials

The following supporting information can be found at: https://www.sciepublish.com/article/pii/535, Table S1. The plasmids used in this study; Table S2. The strains used in this study; Table S3. The primers used in this study; Table S4. Amino acid sequences of heterologous genes; Figure S1. Dynamic range of strain QMI2 at different temperatures. Figure S2. The characterization of LuxR mutants failing to self-induce; Figure S3. Growth profiles of strain IB01 with exogenous pyruvate addition; Figure S4. The characterization of selected QS systems for regulation of iso-butylamine synthesis; Figure S5. Effects of increasing pyruvate supply by downregulating TCA cycle or reconstructing non-PTS glucose transportation system on the titer.

Author Contributions

Conceptualization, Y.L., M.L. and J.W.; Methodology, Y.L. and M.L.; Validation, M.L. and Y.L.; Formal Analysis,M.L. and Y.L.; Investigation, M.L. and Y.L.; Resources, Y.L., M.L., P.Y. and J.W.; Data Curation, M.L.; Writing—Original Draft Preparation, M.L.; Writing—Review & Editing, Y.L., M.L., H.F. and J.W.; Visualization, M.L.; Supervision, J.W.; Project Administration, J.W.; Funding Acquisition, J.W.

Ethics Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data will be made available on request.

Funding

This research was supported by the National Natural Science Foundation of China (22178133) and Guangdong Provincial Key Research and Development Program (2024B1111160006).

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

References

[1]

Liu H, Qi Y, Zhou P, Ye C, Gao C, Chen X, et al. Microbial physiological engineering increases the efficiency of microbial cell factories. Crit. Rev. Biotechnol. 2021, 41, 339-354.

[2]

Zhao C, Zhao Q, Li Y, Zhang Y. Engineering redox homeostasis to develop efficient alcohol-producing microbial cell factories. Microb. Cell Fact. 2017, 16, 115.

[3]

Fatma Z, Hartman H, Poolman MG, Fell DA, Srivastava S, Shakeel T, et al. Model-assisted metabolic engineering of Escherichia coli for long chain alkane and alcohol production. Metab. Eng. 2018, 46, 1-12.

[4]

Wu J, Zhou P, Zhang X, Dong M. Efficient de novo synthesis of resveratrol by metabolically engineered Escherichia coli. J. Ind. Microbiol. Biotechnol. 2017, 44, 1083-1095.

[5]

Keasling JD.Manufacturing molecules through metabolic engineering. Science 2010, 330, 1355-1358.

[6]

Ni C, Dinh CV, Prather KJ. Dynamic control of metabolism. Annu. Rev. Chem. Biomol. Eng. 2021, 12, 519-541.

[7]

Li Z, Gao C, Ye C, Guo L, Liu J, Chen X, et al. Systems engineering of Escherichia coli for high-level shikimate production. Metab. Eng. 2023, 75, 1-11.

[8]

Ge C, Sheng H, Chen X, Shen X, Sun X, Yan Y, et al. Quorum sensing system used as a tool in metabolic engineering. Biotechnol. J. 2020, 15, 1900360.

[9]

Chigozie VU, Saki M, Esimone CO. Molecular structural arrangement in quorum sensing and bacterial metabolic production. World J. Microbiol. Biotechnol. 2025, 41, 71.

[10]

Song J, Zhuang M, Du C, Hu X, Wang X. Metabolic engineering of Escherichia coli for self-induced production of l-isoleucine. ACS Synth. Biol. 2025, 14, 179-192.

[11]

Liu H. Autonomous production of 1,4-butanediol via a de novo biosynthesis pathway in engineered Escherichia coli. Metab. Eng. 2015, 29, 135-141.

[12]

Wu J, Bao M, Duan X, Zhou P, Chen C, Gao J, et al. Developing a pathway-independent and full-autonomous global resource allocation strategy to dynamically switching phenotypic states. Nat. Commun. 2020, 11, 5521.

[13]

Tan GY, Peng Y, Lu C, Bai L, Zhong JJ. Engineering validamycin production by tandem deletion of γ-butyrolactone receptor genes in Streptomyces Hygroscopicus 5008. Metab. Eng. 2015, 28, 74-81.

[14]

Song J, Zhuang M, Fang Y, Hu X, Wang X. Self-regulated efficient production of l-threonine via an artificial quorum sensing system in engineered Escherichia coli. Microbiol. Res. 2024, 284, 127720.

[15]

Gu F, Jiang W, Mu Y, Huang H, Su T, Luo Y, et al. Quorum sensing-based dual-function switch and its application in solving two key metabolic engineering problems. ACS Synth. Biol. 2020, 9, 209-217.

[16]

He X, Chen Y, Liang Q, Qi Q. Autoinduced AND gate controls metabolic pathway dynamically in response to microbial communities and cell physiological state. ACS Synth. Biol. 2017, 6, 463-470.

[17]

Doong SJ, Gupta A, Prather KLJ. Layered dynamic regulation for improving metabolic pathway productivity in Escherichia coli. Proc. Natl. Acad. Sci. USA 2018, 115, 2964-2969.

[18]

Balagaddé FK, Song H, Ozaki J, Collins CH, Barnet M, Arnold FH, et al. A synthetic Escherichia coli predator-prey ecosystem. Mol. Syst. Biol. 2008, 4, 187.

[19]

Honjo H, Iwasaki K, Soma Y, Tsuruno K, Hamada H, Hanai T. Synthetic Microbial consortium with specific roles designated by genetic circuits for cooperative chemical production. Metab. Eng. 2019, 55, 268-275.

[20]

Cao Z, Liu Z, Mao X. Application of quorum sensing in metabolic engineering. J. Agric. Food Chem. 2023, 71, 5062-5074.

[21]

Kim E-M, Woo HM, Tian T, Yilmaz S, Javidpour P, Keasling JD, et al. Autonomous control of metabolic state by a quorum sensing (QS)-mediated regulator for bisabolene production in engineered E. coli. Metab. Eng. 2017, 44, 325-336.

[22]

Boo A, Ledesma Amaro R, Stan G-B. Quorum sensing in synthetic biology: a review. Curr. Opin. Syst. Biol. 2021, 28, 100378.

[23]

Ge C, Yu Z, Sheng H, Shen X, Sun X, Zhang Y, et al. Redesigning regulatory components of quorum-sensing system for diverse metabolic control. Nat. Commun. 2022, 13, 2182.

[24]

Shong J, Huang Y-M, Bystroff C, Collins CH. Directed evolution of the quorum-sensing regulator EsaR for increased signal sensitivity. ACS Chem. Biol. 2013, 8, 789-795.

[25]

Li J, Liu R, Chen Y, Liu S, Chen C, Liu T, et al. Computer-aided rational engineering of signal sensitivity of quorum sensing protein LuxR in a whole-cell biosensor. Front. Mol. Biosci. 2021, 8, 729350.

[26]

Bao S-H, Li W-Y, Liu C-J, Zhang D-Y, Meng E. Quorum-sensing based small RNA regulation for dynamic and tuneable gene expression. Biotechnol. Lett. 2019, 41, 1147-1154.

[27]

Miller GL. Use of dinitrosalicylic acid reagent for determination of reducing sugar. Anal. Chem. 1959, 31, 426-428.

[28]

Önal A. A review: Current analytical methods for the determination of biogenic amines in foods. Food Chem. 2007, 103, 1475-1486.

[29]

Kumar L, Patel SKS, Kharga K, Kumar R, Kumar P, Pandohee J, et al. Molecular mechanisms and applications of N-acyl homoserine lactone-mediated quorum sensing in bacteria. Molecules 2022, 27, 7584.

[30]

Yu Z, Yu D, Mao Y, Zhang M, Ding M, Zhang J, et al. Identification and characterization of a LuxI/R-type quorum sensing system in Pseudoalteromonas. Res. Microbio. 2019, 170, 243-255.

[31]

Wang Y, Bian Z, Wang Y. Biofilm formation and inhibition mediated by bacterial quorum sensing. Appl. Microbiol. Biotechnol. 2022, 106, 6365-6381.

[32]

Haseltine EL, Arnold FH. Implications of rewiring bacterial quorum sensing. Appl. Environ. Microbiol. 2008, 74, 437-445.

[33]

Gupta A, Reizman IMB, Reisch CR, Prather KLJ. Dynamic regulation of metabolic flux in engineered bacteria using a pathway-independent quorum-sensing circuit. Nat. Biotechnol. 2017, 35, 273-279.

[34]

Cao H, Villatoro-Hernandez J, Weme RDO, Frenzel E, Kuipers OP. Boosting heterologous protein production yield by adjusting global nitrogen and carbon metabolic regulatory networks in Bacillus subtilis. Metab. Eng. 2018, 49, 143-152.

[35]

Hanzelka BL, Greenberg EP. Evidence that the N-terminal region of the Vibrio fischeri LuxR protein constitutes an autoinducer-binding domain. J. Bacteriol. 1995, 177, 815-817.

[36]

Shadel GS, Young R, Baldwin TO. Use of regulated cell lysis in a lethal genetic selection in Escherichia coli: Identification of the autoinducer-binding region of the LuxR protein from Vibrio fischeri ATCC 7744. J. Bacteriol. 1990, 172, 3980-3987.

[37]

Slock J, VanRiet D, Kolibachuk D, Greenberg EP. Critical regions of the Vibrio fischeri LuxR protein defined by mutational analysis. J. Bacteriol. 1990, 172, 3974-3979.

[38]

Segobia DJ, Trasarti AF, Apesteguía CR. Impact of solvent on Co/SiO2 activity and selectivity for the synthesis of n-butylamine from butyronitrile hydrogenation. Catal. Commun. 2015, 62, 62-66.

[39]

Kim DI, Chae TU, Kim HU, Jang WD, Lee SY. Microbial production of multiple short-chain primary amines via retrobiosynthesis. Nat. Commun. 2021, 12, 173.

[40]

Park JH, Lee KH, Kim TY, Lee SY. Metabolic engineering of Escherichia coli for the production of l-valine based on transcriptome analysis and in silico gene knockout simulation. Proc. Natl. Acad. Sci. USA 2007, 104, 7797-7802.

[41]

Gao H, Tuyishime P, Zhang X, Yang T, Xu M, Rao Z. Engineering of microbial cells for l-valine production: challenges and opportunities. Microb. Cell Fact. 2021, 20, 172.

[42]

Yang Y-T, Bennett GN, San K-Y. The effects of feed and intracellular pyruvate levels on the redistribution of metabolic fluxes in Escherichia coli. Metab. Eng. 2001, 3, 115-123.

[43]

Wang J. Developing a pyruvate-driven metabolic scenario for growth-coupled microbial production. Metab. Eng. 2019, 55, 191-200.

[44]

Kimura Y, Tashiro Y, Saito K, Kawai-Noma S, Umeno D. Directed evolution of Vibrio fischeri LuxR signal sensitivity. J. Biosci. Bioeng. 2016, 122, 533-538.

[45]

Tashiro Y, Kimura Y, Furubayashi M, Tanaka A, Terakubo K, Saito K, et al. Directed evolution of the autoinducer selectivity of Vibrio fischeri LuxR. J. Gen. Appl. Microbiol. 2016, 62, 240-247.

[46]

Fernández-Cabezón L, Rosich i Bosch B, Kozaeva E, Gurdo N, Nikel PI. Dynamic flux regulation for high-titer anthranilate production by plasmid-free, conditionally-auxotrophic strains of Pseudomonas Putida. Metab. Eng. 2022, 73, 11-25.

[47]

Cao Z, Liu Z, Zhang G, Mao X. P mutants with different promoting period and their application for quorum sensing regulated protein expression. Food Sci. Hum. Wellness 2023, 12, 1841-1849.

[48]

Ding N, Zhou S, Deng Y. Transcription-factor-based biosensor engineering for applications in synthetic biology. ACS Synth. Biol. 2021, 10, 911-922.

[49]

Xu X, Li X, Liu Y, Zhu Y, Li J, Du G, et al. Pyruvate-responsive genetic circuits for dynamic control of central metabolism. Nat. Chem. Biol. 2020, 16, 1261-1268.

[50]

Xu P, Li L, Zhang F, Stephanopoulos G, Koffas M. Improving fatty acids production by engineering dynamic pathway regulation and metabolic control. Proc. Natl. Acad. Sci. USA 2014, 111, 11299-11304.

[51]

Wachsmuth M, Findeiss S, Weissheimer N, Stadler PF, Morl M. De novo design of a synthetic riboswitch that regulates transcription termination. Nucleic Acids Res. 2013, 41, 2541-2551.

[52]

Zhou L, Ren J, Li Z, Nie J, Wang C, Zeng A-P. Characterization and engineering of a clostridium glycine riboswitch and its use to control a novel metabolic pathway for 5-aminolevulinic acid production in Escherichia coli. ACS Synth. Biol. 2019, 8, 2327-2335.

[53]

Harder B, Bettenbrock K, Klamt S. Temperature-dependent dynamic control of the TCA cycle increases volumetric productivity of itaconic acid production by Escherichia coli. Biotechnol. Bioeng. 2018, 115, 156-164.

[54]

Yin X, Shin H-D, Li J, Du G, Liu L, Chen J. Pgas, a low-pH-induced promoter, as a tool for dynamic control of gene expression for metabolic engineering of Aspergillus niger. Appl. Environ. Microbiol. 2017, 83, e03222-16.

[55]

Hwang HJ, Kim JW, Ju SY, Park JH, Lee PC. Application of an oxygen-inducible Nar promoter system in metabolic engineering for production of biochemicals in Escherichia coli. Biotechol. Bioeng. 2017, 114, 468-473.

[56]

Hartline CJ, Schmitz AC, Han Y, Zhang F. Dynamic control in metabolic engineering: theories, tools, and applications. Metab. Eng. 2021, 63, 126-140.

[57]

Hao Y, Pan X, You J, Li G, Xu M, Rao Z. Microbial production of branched chain amino acids: advances and perspectives. Bioresour. Technol. 2024, 397, 130502.

[58]

Luo Q, Ding N, Liu Y, Zhang H, Fang Y, Yin L. Metabolic engineering of microorganisms to produce pyruvate and derived compounds. Molecules 2023, 28, 1418.

[59]

Blombach B, Schreiner ME, Holátko J, Bartek T, Oldiges M, Eikmanns BJ. l-valine production with pyruvate dehydrogenase complex-deficient Corynebacterium glutamicum. Appl. Environ. MicrobioL. 2007, 73, 2079-2084.

[60]

Cai M, Zhao Z, Li X, Xu Y, Xu M, Rao Z. Development of a nonauxotrophic l-homoserine hyperproducer in Escherichia coli by systems metabolic engineering. Metab. Eng. 2022, 73, 270-279.

[61]

Liu M, Cao Z. Regulation of NADH oxidase expression via a thermo-regulated genetic switch for pyruvate production in Escherichia coli. Biotechnol. Bioproc. E. 2018, 23, 93-99.

PDF (3066KB)

4

Accesses

0

Citation

Detail

Sections
Recommended

/