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Kim DH, Hwang HG, Ye DY, Jung GY. Transcriptional and translational flux optimization at the key regulatory node for enhanced production of naringenin using acetate in engineered Escherichia coli. J Ind Microbiol Biotechnol 2024; 51:kuae006. [PMID: 38285614 PMCID: PMC10853766 DOI: 10.1093/jimb/kuae006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 01/27/2024] [Indexed: 01/31/2024]
Abstract
As a key molecular scaffold for various flavonoids, naringenin is a value-added chemical with broad pharmaceutical applicability. For efficient production of naringenin from acetate, it is crucial to precisely regulate the carbon flux of the oxaloacetate-phosphoenolpyruvate (OAA-PEP) regulatory node through appropriate pckA expression control, as excessive overexpression of pckA can cause extensive loss of OAA and metabolic imbalance. However, considering the critical impact of pckA on naringenin biosynthesis, the conventional strategy of transcriptional regulation of gene expression is limited in its ability to cover the large and balanced solution space. To overcome this hurdle, in this study, pckA expression was fine-tuned at both the transcriptional and translational levels in a combinatorial expression library for the precise exploration of optimal naringenin production from acetate. Additionally, we identified the effects of regulating pckA expression by validating the correlation between phosphoenolpyruvate kinase (PCK) activity and naringenin production. As a result, the flux-optimized strain exhibited a 49.8-fold increase compared with the unoptimized strain, producing 122.12 mg/L of naringenin. Collectively, this study demonstrated the significance of transcriptional and translational flux rebalancing at the key regulatory node, proposing a pivotal metabolic engineering strategy for the biosynthesis of various flavonoids derived from naringenin using acetate. ONE-SENTENCE SUMMARY In this study, transcriptional and translational regulation of pckA expression at the crucial regulatory node was conducted to optimize naringenin biosynthesis using acetate in E. coli.
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Affiliation(s)
- Dong H Kim
- Department of Chemical Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, Gyeongbuk 37673, Korea
| | - Hyun G Hwang
- Institute of Environmental and Energy Technology, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, Gyeongbuk 37673, Korea
| | - Dae-Yeol Ye
- Department of Chemical Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, Gyeongbuk 37673, Korea
| | - Gyoo Y Jung
- Department of Chemical Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, Gyeongbuk 37673, Korea
- School of Interdisciplinary Bioscience and Bioengineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, Gyeongbuk 37673, Korea
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Kim DH, Hwang HG, Jung GY. Optimum flux rerouting for efficient production of naringenin from acetate in engineered Escherichia coli. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2022; 15:90. [PMID: 36056377 PMCID: PMC9440541 DOI: 10.1186/s13068-022-02188-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 08/20/2022] [Indexed: 11/13/2022]
Abstract
Background Microbial production of naringenin has received much attention owing to its pharmaceutical applicability and potential as a key molecular scaffold for various flavonoids. In the microbial fermentation, a cheap and abundant feedstock is required to achieve an economically feasible bioprocess. From this perspective, utilizing acetate for naringenin production could be an effective strategy, with the advantages of both low-cost and abundant feedstock. For the efficient production of naringenin using acetate, identification of the appropriate regulatory node of carbon flux in the biosynthesis of naringenin from acetate would be important. While acetyl-CoA is a key precursor for naringenin production, carbon flux between the TCA cycle and anaplerosis is effectively regulated at the isocitrate node through glyoxylate shunt in acetate metabolism. Accordingly, appropriate rerouting of TCA cycle intermediates from anaplerosis into naringenin biosynthesis via acetyl-CoA replenishment would be required. Results This study identified the isocitrate and oxaloacetate (OAA) nodes as key regulatory nodes for the naringenin production using acetate. Precise rerouting at the OAA node for enhanced acetyl-CoA was conducted, avoiding extensive loss of OAA by fine-tuning the expression of pckA (encoding phosphoenolpyruvate carboxykinase) with flux redistribution between naringenin biosynthesis and cell growth at the isocitrate node. Consequently, the flux-optimized strain exhibited a significant increase in naringenin production, a 27.2-fold increase (with a 38.3-fold increase of naringenin yield on acetate) over that by the unoptimized strain, producing 97.02 mg/L naringenin with 21.02 mg naringenin/g acetate, which is a competitive result against those in previous studies on conventional substrates, such as glucose. Conclusions Collectively, we demonstrated efficient flux rerouting for maximum naringenin production from acetate in E. coli. This study was the first attempt of naringenin production from acetate and suggested the potential of biosynthesis of various flavonoids derived from naringenin using acetate. Supplementary Information The online version contains supplementary material available at 10.1186/s13068-022-02188-w.
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Wang J, Jian X, Xing XH, Zhang C, Fei Q. Empowering a Methanol-Dependent Escherichia coli via Adaptive Evolution Using a High-Throughput Microbial Microdroplet Culture System. Front Bioeng Biotechnol 2020; 8:570. [PMID: 32733857 PMCID: PMC7363950 DOI: 10.3389/fbioe.2020.00570] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 05/11/2020] [Indexed: 01/04/2023] Open
Abstract
Recently, a methanol-essential Escherichia coli was constructed; this strain is highly dependent on a supply of gluconate as a co-substrate for growth. Adaptive laboratory evolution is commonly applied to obtain mutants with specific phenotypes under certain selected pressure. However, conventional adaptive evolution approaches are not only laborious and time consuming, but they also come with lower throughput and inefficiency. In order to empower the aforementioned E. coli with reduced gluconate usage and enhanced growth rate, an irrational strategy based on a microbial microdroplet culture (MMC) platform was developed in this study. Given the automatic high-throughput selection of the MMC, a three-stage regime of an adaptive evolution experiment via gradually decreasing the availability of gluconate during the cultivation was performed for 50 days continuously in order to obtain the mutations. Finally, a candidate mutant was obtained with a 3-fold faster growth rate, a 43% shorter lag phase, and 40% less gluconate usage compared with the starting strain. Moreover, the gene mutations of gntU, idnT, edd, and pckA were identified by analyzing the whole-genome sequencing of mutants, which are strongly associated with the efficiency of gluconate uptake and cell growth. In conclusion, we have successfully demonstrated the feasibility of using MMC platform to empower the target strain with specific requirements in a manner of labor, time efficiency, and directed evolution.
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Affiliation(s)
- Jia Wang
- School of Chemical Engineering and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Xingjin Jian
- Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Xin-Hui Xing
- Department of Chemical Engineering, Tsinghua University, Beijing, China.,Key Laboratory for Industrial Biocatalysis of the Ministry of Education, Tsinghua University, Beijing, China
| | - Chong Zhang
- Department of Chemical Engineering, Tsinghua University, Beijing, China.,Key Laboratory for Industrial Biocatalysis of the Ministry of Education, Tsinghua University, Beijing, China
| | - Qiang Fei
- School of Chemical Engineering and Technology, Xi'an Jiaotong University, Xi'an, China.,Shaanxi Key Laboratory of Energy Chemical Process Intensification, Xi'an Jiaotong University, Xi'an, China
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Pyruvate cycle increases aminoglycoside efficacy and provides respiratory energy in bacteria. Proc Natl Acad Sci U S A 2018; 115:E1578-E1587. [PMID: 29382755 DOI: 10.1073/pnas.1714645115] [Citation(s) in RCA: 163] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
The emergence and ongoing spread of multidrug-resistant bacteria puts humans and other species at risk for potentially lethal infections. Thus, novel antibiotics or alternative approaches are needed to target drug-resistant bacteria, and metabolic modulation has been documented to improve antibiotic efficacy, but the relevant metabolic mechanisms require more studies. Here, we show that glutamate potentiates aminoglycoside antibiotics, resulting in improved elimination of antibiotic-resistant pathogens. When exploring the metabolic flux of glutamate, it was found that the enzymes that link the phosphoenolpyruvate (PEP)-pyruvate-AcCoA pathway to the TCA cycle were key players in this increased efficacy. Together, the PEP-pyruvate-AcCoA pathway and TCA cycle can be considered the pyruvate cycle (P cycle). Our results show that inhibition or gene depletion of the enzymes in the P cycle shut down the TCA cycle even in the presence of excess carbon sources, and that the P cycle operates routinely as a general mechanism for energy production and regulation in Escherichia coli and Edwardsiella tarda These findings address metabolic mechanisms of metabolite-induced potentiation and fundamental questions about bacterial biochemistry and energy metabolism.
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Liao JC, Hou SY, Chao YP. Pathway analysis, engineering, and physiological considerations for redirecting central metabolism. Biotechnol Bioeng 2012; 52:129-40. [PMID: 18629859 DOI: 10.1002/(sici)1097-0290(19961005)52:1<129::aid-bit13>3.0.co;2-j] [Citation(s) in RCA: 151] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The rate and yield of producing a metabolite is ultimately limited by the ability to channel metabolic fluxes from central metabolism to the desired biosynthesis pathway. Redirection of central metabolism thus is essential to high-efficiency production of biochemicals. This task begins with pathway analysis, which considers only the stoichiometry of the reaction networks but not the regulatory mechanisms. An approach extended from convex analysis is used to determine the basic reaction modes, which allows the determination of optimal and suboptimal flux distributions, yield, and the dispensable sets of reactions. Genes responsible for reactions in the same dispensable set can be deleted simultaneously. This analysis serves as an initial guideline for pathway engineering. Using this analysis, we successfully constructed an Escherichia coli strain that can channel the metabolic flow from carbohydrate to the aromatic pathway with theoretical yield. This analysis also predicts a novel cycle involving phosphoenolpyruvate (PEP) carboxykinase (Pck) and the glyoxylate shunt, which can substitute the tricarboxylic acid cycle with only slightly less efficiency. However, the full cycle could not be confirmed in vivo, possibly because of the regulatory mechanism not considered in the pathway analysis.In addition to the kinetic regulation, we have obtained evidence suggesting that central metabolites are involved in specific regulons in E. coli. Overexpression of PEP-forming enzymes (phosphoenolpyruvate synthase [Pps] and Pck) stimulates the glucose consumption rate, represses the heat shock response, and negatively regulates the Ntr regulon. These results suggest that some glycolytic intermediates may serve as a signal in the regulation of the phosphotransferase system, heat shock response, and nitrogen regulation. However, the role of central metabolites in these regulations has not been determined conclusively. (c) 1996 John Wiley & Sons, Inc.
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Affiliation(s)
- J C Liao
- Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122
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Sauer U, Eikmanns BJ. The PEP-pyruvate-oxaloacetate node as the switch point for carbon flux distribution in bacteria. FEMS Microbiol Rev 2004; 29:765-94. [PMID: 16102602 DOI: 10.1016/j.femsre.2004.11.002] [Citation(s) in RCA: 361] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2004] [Revised: 10/27/2004] [Accepted: 11/01/2004] [Indexed: 11/16/2022] Open
Abstract
In many organisms, metabolite interconversion at the phosphoenolpyruvate (PEP)-pyruvate-oxaloacetate node involves a structurally entangled set of reactions that interconnects the major pathways of carbon metabolism and thus, is responsible for the distribution of the carbon flux among catabolism, anabolism and energy supply of the cell. While sugar catabolism proceeds mainly via oxidative or non-oxidative decarboxylation of pyruvate to acetyl-CoA, anaplerosis and the initial steps of gluconeogenesis are accomplished by C3- (PEP- and/or pyruvate-) carboxylation and C4- (oxaloacetate- and/or malate-) decarboxylation, respectively. In contrast to the relatively uniform central metabolic pathways in bacteria, the set of enzymes at the PEP-pyruvate-oxaloacetate node represents a surprising diversity of reactions. Variable combinations are used in different bacteria and the question of the significance of all these reactions for growth and for biotechnological fermentation processes arises. This review summarizes what is known about the enzymes and the metabolic fluxes at the PEP-pyruvate-oxaloacetate node in bacteria, with a particular focus on the C3-carboxylation and C4-decarboxylation reactions in Escherichia coli, Bacillus subtilis and Corynebacterium glutamicum. We discuss the activities of the enzymes, their regulation and their specific contribution to growth under a given condition or to biotechnological metabolite production. The present knowledge unequivocally reveals the PEP-pyruvate-oxaloacetate nodes of bacteria to be a fascinating target of metabolic engineering in order to achieve optimized metabolite production.
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Affiliation(s)
- Uwe Sauer
- Institute of Biotechnology, ETH Zürich, Switzerland
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Chao YP, Chern JT, Lin WS, Wang ZW. Development of a fed-batch fermentation process to overproduce phosphoenolpyruvate carboxykinase using an expression vector with promoter and plasmid copy number controllable by heat. Biotechnol Bioeng 2003; 84:459-66. [PMID: 14574704 DOI: 10.1002/bit.10796] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
To effectively achieve tight regulation and high-level expression of cloned genes, a novel expression plasmid has been developed to contain the promoter and allow the plasmid copy number to be controlled by heat. The feasibility of the plasmid was tested by overproducing the pck gene product (Pck), a protein responsible for cell growth on gluconeogenic carbons and with potential toxicity. By fusing the pck gene with the promoter on the plasmid, the Escherichia coli strain harboring the composite vector was shown to produce various amounts of Pck in response to different degrees of heat shock. With the use of a 30 degrees -->41 degrees C stepwise upshift, the shake-flask culture of recombinant cells enabled production of maximal Pck in soluble form accounting for 20% of total cell protein. In sharp contrast, Pck production was undetectable in the uninduced cell, and this was further confirmed by the failed growth of strain JCL1305, defective in the essential genes for gluconeogenesis, carrying the composite vector on succinate at 30 degrees C. By exploiting the fed-batch fermentation approach, the recombinant cell batch initially kept at 30 degrees C in a lab-scale fermentor was exposed to 41 degrees C for 2 h at the batch fermentation stage, followed by a reduction in temperature to 37 degrees C throughout the remainder of the culturing process. Consequently, this resulted in Pck production equivalent to 15% of total cell protein. The total Pck yield thus calculated was amplified 1880-fold over that obtained at the shake-flask scale. Overall, there is great promise for this expression system due to its tight control, high production, simple thermomodulation, and feasible scale-up of recombinant proteins.
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Affiliation(s)
- Yun-Peng Chao
- Department of Chemical Engineering, Feng Chia University, P. O. Box 25-102, Taichung, Taiwan.
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Liu K, Yu J, Russell DG. pckA-deficient Mycobacterium bovis BCG shows attenuated virulence in mice and in macrophages. MICROBIOLOGY (READING, ENGLAND) 2003; 149:1829-1835. [PMID: 12855734 DOI: 10.1099/mic.0.26234-0] [Citation(s) in RCA: 83] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Phosphoenolpyruvate carboxykinase (PEPCK) catalyses the reversible decarboxylation and phosphorylation of oxaloacetate (OAA) to form phosphoenolpyruvate (PEP). In this study, the regulation of the PEPCK-encoding gene pckA was examined through the evaluation of green fluorescent protein expression driven by the pckA promoter. The results showed that pckA was upregulated by acetate or palmitate but downregulated by glucose. Deletion of the pckA gene of Mycobacterium bovis BCG led to a reduction in the capacity of the bacteria to infect and survive in macrophages. Moreover, mice infected with DeltapckA BCG were able to reduce the bacterial load much more effectively than mice infected with the parental wild-type bacteria. This attenuated virulence was reflected in the degree of pathology, where granuloma formation was diminished both in numbers and degree. The data indicate that PEPCK activity is important during establishment of infection. Whether its role is in the gluconeogenic pathway for carbohydrate formation or in the conversion of PEP to OAA to maintain the TCA cycle remains to be determined.
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Affiliation(s)
- Keyi Liu
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
| | - Jinzhi Yu
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
| | - David G Russell
- Department of Microbiology and Immunology, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
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Galinier A, Lavergne JP, Geourjon C, Fieulaine S, Nessler S, Jault JM. A new family of phosphotransferases with a P-loop motif. J Biol Chem 2002; 277:11362-7. [PMID: 11796714 DOI: 10.1074/jbc.m109527200] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
In most Gram-positive bacteria, catabolite repression is mediated by a bifunctional enzyme, the histidine-containing protein kinase/phosphatase (HprK/P). Based either on its primary sequence or on its recently solved three-dimensional structure, no straightforward homology with other known proteins was found. However, we showed here that HprK/P exhibits a restricted homology with an unrelated phosphotransferase, the phosphoenolpyruvate carboxykinase. This includes notably two consecutive Asp residues from the phosphoenolpyruvate carboxykinase active site, whose equivalent residues were mutated in Bacillus subtilis HprK/P. Characterization of the corresponding mutants emphasizes the crucial role of these Asp residues in the HprK/P functioning. Furthermore, superimposition of HprK/P and phosphoenolpyruvate carboxykinase active sites supports the view that both enzymes bear significant resemblance in their overall mechanism of functioning showing that these two enzymes constitute a new family of phosphotransferases.
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Affiliation(s)
- Anne Galinier
- Laboratoire de Chimie Bactérienne, UPR 9043, Institut de Biologie Structurale et Microbiologie-CNRS, 31 chemin Joseph Aiguier, 13402 Marseille, France
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Matte A, Tari LW, Goldie H, Delbaere LT. Structure and mechanism of phosphoenolpyruvate carboxykinase. J Biol Chem 1997; 272:8105-8. [PMID: 9139042 DOI: 10.1074/jbc.272.13.8105] [Citation(s) in RCA: 110] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Affiliation(s)
- A Matte
- Department of Biochemistry, University of Saskatchewan, Saskatoon, Saskatchewan S7N 5E5, Canada
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