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Xie D. Continuous biomanufacturing with microbes - upstream progresses and challenges. Curr Opin Biotechnol 2022; 78:102793. [PMID: 36088736 DOI: 10.1016/j.copbio.2022.102793] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 07/15/2022] [Accepted: 08/07/2022] [Indexed: 12/14/2022]
Abstract
Current biomanufacturing facilities are mainly built for batch or fed-batch operations, which are subject to low productivities and do not achieve the great bioconversion potential of the rewired cells generated via modern biotechnology. Continuous biomanufacturing should be the future directions for high-yield and low-cost manufacturing of various fermentation products. This review discusses the major challenges and the strategies for continuous biomanufacturing with microbes, which include minimizing contamination risk, enhancing genetic stability over a long-term continuous operation, achieving high product titer, rate, and yield simultaneously by decoupling cell growth from product formation, and using modeling approach to accelerate research and development of continuous biomanufacturing. New strain designs and process engineering strategies, including integration with artificial intelligence, are also discussed for intelligent and the next generation of continuous biomanufacturing.
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Affiliation(s)
- Dongming Xie
- Department of Chemical Engineering, University of Massachusetts Lowell, Lowell, MA 01854, United States.
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2
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Saleski TE, Chung MT, Carruthers DN, Khasbaatar A, Kurabayashi K, Lin XN. Optimized gene expression from bacterial chromosome by high-throughput integration and screening. SCIENCE ADVANCES 2021; 7:7/7/eabe1767. [PMID: 33579713 PMCID: PMC7880599 DOI: 10.1126/sciadv.abe1767] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 12/30/2020] [Indexed: 06/01/2023]
Abstract
Chromosomal integration of recombinant genes is desirable compared with expression from plasmids due to increased stability, reduced cell-to-cell variability, and elimination of the need for antibiotics for plasmid maintenance. Here, we present a new approach for tuning pathway gene expression levels via random integration and high-throughput screening. We demonstrate multiplexed gene integration and expression-level optimization for isobutanol production in Escherichia coli The integrated strains could, with far lower expression levels than plasmid-based expression, produce high titers (10.0 ± 0.9 g/liter isobutanol in 48 hours) and yields (69% of the theoretical maximum). Close examination of pathway expression in the top-performing, as well as other isolates, reveals the complexity of cellular metabolism and regulation, underscoring the need for precise optimization while integrating pathway genes into the chromosome. We expect this method for pathway integration and optimization can be readily extended to a wide range of pathways and chassis to create robust and efficient production strains.
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Affiliation(s)
- Tatyana E Saleski
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Meng Ting Chung
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - David N Carruthers
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Azzaya Khasbaatar
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
| | - Katsuo Kurabayashi
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI 48109, USA
| | - Xiaoxia Nina Lin
- Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA.
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
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3
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Barlow VL, Lai SJ, Chen CY, Tsai CH, Wu SH, Tsai YH. Effect of membrane fusion protein AdeT1 on the antimicrobial resistance of Escherichia coli. Sci Rep 2020; 10:20464. [PMID: 33235243 PMCID: PMC7687900 DOI: 10.1038/s41598-020-77339-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 11/10/2020] [Indexed: 01/03/2023] Open
Abstract
Acinetobacter baumannii is a prevalent pathogen that can rapidly acquire resistance to antibiotics. Indeed, multidrug-resistant A. baumannii is a major cause of hospital-acquired infections and has been recognised by the World Health Organization as one of the most threatening bacteria to our society. Resistance-nodulation-division (RND) type multidrug efflux pumps have been demonstrated to convey antibiotic resistance to a wide range of pathogens and are the primary resistance mechanism employed by A. baumannii. A component of an RND pump in A. baumannii, AdeT1, was previously demonstrated to enhance the antimicrobial resistance of Escherichia coli. Here, we report the results of experiments which demonstrate that wild-type AdeT1 does not confer antimicrobial resistance in E. coli, highlighting the importance of verifying protein production when determining minimum inhibitory concentrations (MICs) especially by broth dilution. Nevertheless, using an agar-based MIC assay, we found that propionylation of Lys280 on AdeT1 renders E. coli cells more resistant to erythromycin.
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Affiliation(s)
| | - Shu-Jung Lai
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan.,Research Center for Cancer Biology, China Medical University, Taichung, Taiwan.,Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
| | - Chia-Yu Chen
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
| | - Cheng-Han Tsai
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
| | - Shih-Hsiung Wu
- Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan
| | - Yu-Hsuan Tsai
- School of Chemistry, Cardiff University, Cardiff, UK.
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4
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Sandomenico A, Sivaccumar JP, Ruvo M. Evolution of Escherichia coli Expression System in Producing Antibody Recombinant Fragments. Int J Mol Sci 2020; 21:ijms21176324. [PMID: 32878291 PMCID: PMC7504322 DOI: 10.3390/ijms21176324] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 08/12/2020] [Accepted: 08/25/2020] [Indexed: 02/07/2023] Open
Abstract
Antibodies and antibody-derived molecules are continuously developed as both therapeutic agents and key reagents for advanced diagnostic investigations. Their application in these fields has indeed greatly expanded the demand of these molecules and the need for their production in high yield and purity. While full-length antibodies require mammalian expression systems due to the occurrence of functionally and structurally important glycosylations, most antibody fragments and antibody-like molecules are non-glycosylated and can be more conveniently prepared in E. coli-based expression platforms. We propose here an updated survey of the most effective and appropriate methods of preparation of antibody fragments that exploit E. coli as an expression background and review the pros and cons of the different platforms available today. Around 250 references accompany and complete the review together with some lists of the most important new antibody-like molecules that are on the market or are being developed as new biotherapeutics or diagnostic agents.
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Krachmarova E, Ivanov I, Nacheva G. Nucleic acids in inclusion bodies obtained from E. coli cells expressing human interferon-gamma. Microb Cell Fact 2020; 19:139. [PMID: 32652996 PMCID: PMC7353671 DOI: 10.1186/s12934-020-01400-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 07/07/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Inclusion bodies (IBs) are protein aggregates in recombinant bacterial cells containing mainly the target recombinant protein. Although it has been shown that IBs contain functional proteins along with protein aggregates, their direct application as pharmaceuticals is hindered by their heterogeneity and hazardous contaminants with bacterial origin. Therefore, together with the production of soluble species, IBs remain the main source for manufacture of recombinant proteins with medical application. The quality and composition of the IBs affect the refolding yield and further purification of the recombinant protein. The knowledge whether nucleic acids are genuine components or concomitant impurities of the IBs is a prerequisite for the understanding of the IBs formation and for development of optimized protocols for recombinant protein refolding and purification. IBs isolated from Escherichia coli overexpressing human interferon-gamma (hIFNγ), a protein with therapeutic application, were used as a model. RESULTS IBs were isolated from E. coli LE392 cells transformed with a hIFNγ expressing plasmid under standard conditions and further purified by centrifugation on a sucrose cushion, followed by several steps of sonication and washings with non-denaturing concentrations of urea. The efficiency of the purification was estimated by SDS-PAGE gel electrophoresis and parallel microbiological testing for the presence of residual intact bacteria. Phenol/chloroform extraction showed that the highly purified IBs contain both DNA and RNA. The latter were studied by UV spectroscopy and agarose gel electrophoresis combined with enzymatic treatment and hybridization. DNA was observed as a diffuse fraction mainly in the range of 250 to 1000 bp. RNA isolated by TRIzol® also demonstrated a substantial molecular heterogeneity. Hybridization with 32P-labelled oligonucleotides showed that the IBs contain rRNA and are enriched of hIFNγ mRNA. CONCLUSIONS The results presented in this study indicate that the nucleic acids might be intrinsic components rather than co-precipitated impurities in the IBs. We assume that the nucleic acids are active participants in the aggregation of recombinant proteins and formation of the IBs that originate from the transcription and translation machinery of the microbial cell factory. Further studies are needed to ascertain this notion.
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Affiliation(s)
- Elena Krachmarova
- Institute of Molecular Biology "Roumen Tsanev", Bulgarian Academy of Sciences, Academic Georgi Bonchev Str., Blok 21, 1113, Sofia, Bulgaria
| | - Ivan Ivanov
- Institute of Molecular Biology "Roumen Tsanev", Bulgarian Academy of Sciences, Academic Georgi Bonchev Str., Blok 21, 1113, Sofia, Bulgaria
| | - Genoveva Nacheva
- Institute of Molecular Biology "Roumen Tsanev", Bulgarian Academy of Sciences, Academic Georgi Bonchev Str., Blok 21, 1113, Sofia, Bulgaria.
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6
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Hausjell J, Kutscha R, Gesson JD, Reinisch D, Spadiut O. The Effects of Lactose Induction on a Plasmid-Free E. coli T7 Expression System. Bioengineering (Basel) 2020; 7:E8. [PMID: 31935883 PMCID: PMC7175309 DOI: 10.3390/bioengineering7010008] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 12/20/2019] [Accepted: 01/03/2020] [Indexed: 02/06/2023] Open
Abstract
Recombinant production of pharmaceutical proteins like antigen binding fragments (Fabs) in the commonly-used production host Escherichia coli presents several challenges. The predominantly-used plasmid-based expression systems exhibit the drawback of either excessive plasmid amplification or plasmid loss over prolonged cultivations. To improve production, efforts are made to establish plasmid-free expression, ensuring more stable process conditions. Another strategy to stabilize production processes is lactose induction, leading to increased soluble product formation and cell fitness, as shown in several studies performed with plasmid-based expression systems. Within this study we wanted to investigate lactose induction for a strain with a genome-integrated gene of interest for the first time. We found unusually high specific lactose uptake rates, which we could attribute to the low levels of lac-repressor protein that is usually encoded not only on the genome but additionally on pET plasmids. We further show that these unusually high lactose uptake rates are toxic to the cells, leading to increased cell leakiness and lysis. Finally, we demonstrate that in contrast to plasmid-based T7 expression systems, IPTG induction is beneficial for genome-integrated T7 expression systems concerning cell fitness and productivity.
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Affiliation(s)
- Johanna Hausjell
- TU Wien, Institute of Chemical, Environmental and Bioscience Engineering, Research Division Biochemical Engineering, 1060 Vienna, Austria; (J.H.); (R.K.)
| | - Regina Kutscha
- TU Wien, Institute of Chemical, Environmental and Bioscience Engineering, Research Division Biochemical Engineering, 1060 Vienna, Austria; (J.H.); (R.K.)
| | - Jeannine D. Gesson
- Boehringer Ingelheim RCV GmbH & Co KG, 1120 Vienna, Austria; (J.D.G.); (D.R.)
| | - Daniela Reinisch
- Boehringer Ingelheim RCV GmbH & Co KG, 1120 Vienna, Austria; (J.D.G.); (D.R.)
| | - Oliver Spadiut
- TU Wien, Institute of Chemical, Environmental and Bioscience Engineering, Research Division Biochemical Engineering, 1060 Vienna, Austria; (J.H.); (R.K.)
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7
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Fink M, Vazulka S, Egger E, Jarmer J, Grabherr R, Cserjan‐Puschmann M, Striedner G. Microbioreactor Cultivations of Fab‐ProducingEscherichia coliReveal Genome‐Integrated Systems as Suitable for Prospective Studies on Direct Fab Expression Effects. Biotechnol J 2019; 14:e1800637. [DOI: 10.1002/biot.201800637] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 06/11/2019] [Indexed: 11/07/2022]
Affiliation(s)
- Mathias Fink
- Christian Doppler Laboratory for Production of Next‐Level Biopharmaceuticals in E. coli, Department of BiotechnologyUniversity of Natural Resources and Life SciencesMuthgasse 18 A‐1190 Vienna Austria
| | - Sophie Vazulka
- Christian Doppler Laboratory for Production of Next‐Level Biopharmaceuticals in E. coli, Department of BiotechnologyUniversity of Natural Resources and Life SciencesMuthgasse 18 A‐1190 Vienna Austria
| | - Esther Egger
- Christian Doppler Laboratory for Production of Next‐Level Biopharmaceuticals in E. coli, Department of BiotechnologyUniversity of Natural Resources and Life SciencesMuthgasse 18 A‐1190 Vienna Austria
| | - Johanna Jarmer
- Boehringer Ingelheim RCV GmbH & Co KGDr. Boehringer‐Gasse 5‐11 A‐1120 Vienna Austria
| | - Reingard Grabherr
- Christian Doppler Laboratory for Production of Next‐Level Biopharmaceuticals in E. coli, Department of BiotechnologyUniversity of Natural Resources and Life SciencesMuthgasse 18 A‐1190 Vienna Austria
| | - Monika Cserjan‐Puschmann
- Christian Doppler Laboratory for Production of Next‐Level Biopharmaceuticals in E. coli, Department of BiotechnologyUniversity of Natural Resources and Life SciencesMuthgasse 18 A‐1190 Vienna Austria
| | - Gerald Striedner
- Christian Doppler Laboratory for Production of Next‐Level Biopharmaceuticals in E. coli, Department of BiotechnologyUniversity of Natural Resources and Life SciencesMuthgasse 18 A‐1190 Vienna Austria
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8
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Boteva E, Mironova R. Maillard reaction and aging: can bacteria shed light on the link? BIOTECHNOL BIOTEC EQ 2019. [DOI: 10.1080/13102818.2019.1590160] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
Affiliation(s)
- Elitsa Boteva
- Department of Gene Regulation, Institute of Molecular Biology ‘Roumen Tsanev’, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - Roumyana Mironova
- Department of Gene Regulation, Institute of Molecular Biology ‘Roumen Tsanev’, Bulgarian Academy of Sciences, Sofia, Bulgaria
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9
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Chen H, Jiang P. Metabolic engineering of Escherichia coli for efficient biosynthesis of fluorescent phycobiliprotein. Microb Cell Fact 2019; 18:58. [PMID: 30894191 PMCID: PMC6425641 DOI: 10.1186/s12934-019-1100-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 02/28/2019] [Indexed: 01/27/2023] Open
Abstract
Background Phycobiliproteins (PBPs) are light-harvesting protein found in cyanobacteria, red algae and the cryptomonads. They have been widely used as fluorescent labels in cytometry and immunofluorescence analysis. A number of PBPs has been produced in metabolically engineered Escherichia coli. However, the recombinant PBPs are incompletely chromophorylated, and the underlying mechanisms are not clear. Results and discussion In this work, a pathway for SLA-PEB [a fusion protein of streptavidin and allophycocyanin that covalently binds phycoerythrobilin (PEB)] biosynthesis in E. coli was constructed using a single-expression plasmid strategy. Compared with a previous E. coli strain transformed with dual plasmids, the E. coli strain transformed with a single plasmid showed increased plasmid stability and produced SLA-PEB with a higher chromophorylation ratio. To achieve full chromophorylation of SLA-PEB, directed evolution was employed to improve the catalytic performance of lyase CpcS. In addition, the catalytic abilities of heme oxygenases from different cyanobacteria were investigated based on biliverdin IXα and PEB accumulation. Upregulation of the heme biosynthetic pathway genes was also carried out to increase heme availability and PEB biosynthesis in E. coli. Fed-batch fermentation was conducted for the strain V5ALD, which produced recombinant SLA-PEB with a chromophorylation ratio of 96.7%. Conclusion In addition to reporting the highest chromophorylation ratio of recombinant PBPs to date, this work demonstrated strategies for improving the chromophorylation of recombinant protein, especially biliprotein with heme, or its derivatives as a prosthetic group. Electronic supplementary material The online version of this article (10.1186/s12934-019-1100-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Huaxin Chen
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, China. .,Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266071, China. .,Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, 266071, China.
| | - Peng Jiang
- Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, 266071, China.,Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266071, China.,Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao, 266071, China
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10
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Koma D, Kishida T, Yamanaka H, Moriyoshi K, Nagamori E, Ohmoto T. Escherichia coli chromosome-based T7-dependent constitutive overexpression system and its application to generating a phenylalanine producing strain. J Biosci Bioeng 2018; 126:586-595. [DOI: 10.1016/j.jbiosc.2018.05.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 05/18/2018] [Accepted: 05/21/2018] [Indexed: 11/16/2022]
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11
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Li B, Cai D, Hu S, Zhu A, He Z, Chen S. Enhanced synthesis of poly gamma glutamic acid by increasing the intracellular reactive oxygen species in the Bacillus licheniformis Δ1-pyrroline-5-carboxylate dehydrogenase gene ycgN-deficient strain. Appl Microbiol Biotechnol 2018; 102:10127-10137. [PMID: 30229325 DOI: 10.1007/s00253-018-9372-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 09/03/2018] [Indexed: 10/28/2022]
Abstract
Poly gamma glutamic acid (γ-PGA) is an anionic polyamide with numerous applications. Previous studies revealed that L-proline metabolism is implicated in a wide range of cellular processes by increasing intercellular reactive oxygen species (ROS) generation. However, the relationship between L-proline metabolism and γ-PGA synthesis has not yet been analyzed. In this study, our results confirmed that deletion of Δ1-pyrroline-5-carboxylate dehydrogenase gene ycgN in Bacillus licheniformis WX-02 increased γ-PGA yield to 13.91 g L-1, 85.22% higher than that of the wild type (7.51 g L-1). However, deletion of proline dehydrogenase gene ycgM had no effect on γ-PGA synthesis. Furthermore, a 2.92-fold higher P5C content (19.24 μmol gDCW-1) was detected in the ycgN deficient strain WXΔycgN, while the P5C levels of WXΔycgM and the double mutant strain WXΔycgMN showed no difference, compared to WX-02. Moreover, the ROS level of WXΔycgN was increased by 1.18-fold, and addition of n-acetylcysteine (antioxidant) decreased its ROS level, which further reduced γ-PGA synthesis capability of WXΔycgN. Collectively, our results demonstrated that proline catabolism played an important role in maintaining ROS homeostasis, and deletion of ycgN-enhanced P5C accumulation, which induced a transient ROS signal to promote γ-PGA synthesis in B. licheniformis.
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Affiliation(s)
- Bichan Li
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China.,Fujian Provincial Key Laboratory of Eco-Industrial Green Technology, College of Ecological and Resource Engineering, Wuyi University, Wuyishan, 354300, People's Republic of China
| | - Dongbo Cai
- Environmental Microbial Technology Center of Hubei Province, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, College of Life Sciences, Hubei University, No. 368 Youyi Avenue, Wuchang District, Wuhan, 430062, Hubei, People's Republic of China
| | - Shiying Hu
- Environmental Microbial Technology Center of Hubei Province, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, College of Life Sciences, Hubei University, No. 368 Youyi Avenue, Wuchang District, Wuhan, 430062, Hubei, People's Republic of China
| | - Anting Zhu
- Environmental Microbial Technology Center of Hubei Province, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, College of Life Sciences, Hubei University, No. 368 Youyi Avenue, Wuchang District, Wuhan, 430062, Hubei, People's Republic of China
| | - Zhili He
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China.,Environmental Microbiomics Research Center, School of Environmental Science and Engineering, Sun Yat-Sen University, Guangzhou, 510006, People's Republic of China
| | - Shouwen Chen
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, Huazhong Agricultural University, Wuhan, 430070, People's Republic of China. .,Environmental Microbial Technology Center of Hubei Province, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, College of Life Sciences, Hubei University, No. 368 Youyi Avenue, Wuchang District, Wuhan, 430062, Hubei, People's Republic of China.
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12
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Chen H, Jiang P. Combinational biosynthesis and characterization of fusion proteins with tandem repeats of allophycocyanin holo-α subunits, and their application as bright fluorescent labels for immunofluorescence assay. J Biosci Bioeng 2018; 126:778-782. [PMID: 30401453 DOI: 10.1016/j.jbiosc.2018.06.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2018] [Revised: 05/24/2018] [Accepted: 06/05/2018] [Indexed: 10/28/2022]
Abstract
Fusion protein of streptavidin and allophycocyanin holo-α subunit (ApcA) is fluorescent and is able to bind biotin. This fusion protein (SLA) can be used as fluorescent label in immunofluorescence assay. In this study, one or two repeats of ApcA were fused to the protein SLA, with the aim to improve its brightness. The fusion proteins SLA2 (two repeats of ApcA) and SLA3 (three repeats of ApcA), together with lyase (cpcS) and phycoerythrobilin synthesizing enzymes (Ho1 and PebS), were co-expressed in Escherichia coli. These fusion proteins were purified by affinity chromatography. While SLA2 and SLA3 shared similar absorbance spectra, fluorescence spectra and biotin-binding activities with SLA, their brightness were much higher than that of SLA. When used as fluorescent labels in immunofluorescence assay, SLA2 and SLA3 showed higher detection sensitivity than SLA. These results suggested that SLA2 and SLA3 were the preferable fluorescent labels in immunofluorescence assays.
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Affiliation(s)
- Huaxin Chen
- CAS Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266071, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China.
| | - Peng Jiang
- CAS Key Laboratory of Experimental Marine Biology, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China; Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266071, China; Center for Ocean Mega-Science, Chinese Academy of Sciences, Qingdao 266071, China
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13
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Al-Madboly LA, Khedr EG, Ali SM. Optimization of Reduced Glutathione Production by a Lactobacillus plantarum Isolate Using Plackett-Burman and Box-Behnken Designs. Front Microbiol 2017; 8:772. [PMID: 28536556 PMCID: PMC5422468 DOI: 10.3389/fmicb.2017.00772] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 04/13/2017] [Indexed: 11/16/2022] Open
Abstract
In this work, we aim to optimize the production of reduced glutathione (GSH) synthesized intracellularly by a food-grade microorganism through a statistical approach. Using a colorimetric method, 25 Lactobacillus plantarum isolates were screened in an attempt to find a GSH-producing strain. It was found that 36% of the tested isolates showed positive result. Isolate (L7) was found to produce 152.61 μM glutathione per gram which was the highest amount produced intracellularly. Accordingly, the later isolate was selected for the optimization process using Plackett–Burman and Box–Behnken designs. Temperature, amino acids, and urea were found to be the most significant independent variables. Following data analysis, the composition of the optimized medium was De Man-Sharp-Rogosa broth as a basal medium supplemented with NaCl (5%), H2O2 (0.05%), sodium dodecyl sulfate (0.05%), amino acids (0.0281%), and urea (0.192%). The pH of the medium was adjusted to 8 and incubated for 24 h at 40°C. The GSH amount was increased by 10-fold (851%) using the optimized medium. Hence, our optimization design estimated the biotechnological potential of L. plantarum (L7) for the production of GSH in the industry.
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Affiliation(s)
- Lamiaa A Al-Madboly
- Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Tanta UniversityTanta, Egypt
| | - Eman G Khedr
- Department of Biochemistry, Faculty of Pharmacy, Tanta UniversityTanta, Egypt
| | - Safaa M Ali
- Department of Nucleic Acid Research, Genetic Engineering and Biotechnology Research Institute, City for Scientific Research and Technology ApplicationsAlexandria, Egypt
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14
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Polar Fixation of Plasmids during Recombinant Protein Production in Bacillus megaterium Results in Population Heterogeneity. Appl Environ Microbiol 2015; 81:5976-86. [PMID: 26116677 DOI: 10.1128/aem.00807-15] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 06/17/2015] [Indexed: 11/20/2022] Open
Abstract
During the past 2 decades, Bacillus megaterium has been systematically developed for the gram-per-liter scale production of recombinant proteins. The plasmid-based expression systems employed use a xylose-controlled promoter. Protein production analyses at the single-cell level using green fluorescent protein as a model product revealed cell culture heterogeneity characterized by a significant proportion of less productive bacteria. Due to the enormous size of B. megaterium, such bistable behavior seen in subpopulations was readily analyzed by time lapse microscopy and flow cytometry. Cell culture heterogeneity was not caused simply by plasmid loss: instead, an asymmetric distribution of plasmids during cell division was detected during the exponential-growth phase. Multicopy plasmids are generally randomly distributed between daughter cells. However, in vivo and in vitro experiments demonstrated that under conditions of strong protein production, plasmids are retained at one of the cell poles. Furthermore, it was found that cells with accumulated plasmids and high protein production ceased cell division. As a consequence, the overall protein production of the culture was achieved mainly by the subpopulation with a sufficient plasmid copy number. Based on our experimental data, we propose a model whereby the distribution of multicopy plasmids is controlled by polar fixation under protein production conditions. Thereby, cell lines with fluctuating plasmid abundance arise, which results in population heterogeneity. Our results provide initial insights into the mechanism of cellular heterogeneity during plasmid-based recombinant protein production in a Bacillus species.
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15
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A novel RpoD complementary system to stabilize plasmid and protein production in recombinant Escherichia coli. BIOTECHNOL BIOPROC E 2015. [DOI: 10.1007/s12257-014-0720-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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16
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Loftie-Eaton W, Tucker A, Norton A, Top EM. Flow cytometry and real-time quantitative PCR as tools for assessing plasmid persistence. Appl Environ Microbiol 2014; 80:5439-46. [PMID: 24973062 PMCID: PMC4136099 DOI: 10.1128/aem.00793-14] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2014] [Accepted: 06/18/2014] [Indexed: 11/20/2022] Open
Abstract
The maintenance of a plasmid in the absence of selection for plasmid-borne genes is not guaranteed. However, plasmid persistence can evolve under selective conditions. Studying the molecular mechanisms behind the evolution of plasmid persistence is key to understanding how plasmids are maintained under nonselective conditions. Given the current crisis of rapid antibiotic resistance spread by multidrug resistance plasmids, this insight is of high medical relevance. The conventional method for monitoring plasmid persistence (i.e., the fraction of plasmid-containing cells in a population over time) is based on cultivation and involves differentiating colonies of plasmid-containing and plasmid-free cells on agar plates. However, this technique is time-consuming and does not easily lend itself to high-throughput applications. Here, we present flow cytometry (FCM) and real-time quantitative PCR (qPCR) as alternative tools for monitoring plasmid persistence. For this, we measured the persistence of a model plasmid, pB10::gfp, in three Pseudomonas hosts and in known mixtures of plasmid-containing and -free cells. We also compared three performance criteria: dynamic range, resolution, and variance. Although not without exceptions, both techniques generated estimates of overall plasmid loss rates that were rather similar to those generated by the conventional plate count (PC) method. They also were able to resolve differences in loss rates between artificial plasmid persistence assays. Finally, we briefly discuss the advantages and disadvantages for each technique and conclude that, overall, both FCM and real-time qPCR are suitable alternatives to cultivation-based methods for routine measurement of plasmid persistence, thereby opening avenues for high-throughput analyses.
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Affiliation(s)
- Wesley Loftie-Eaton
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, USA Institute for Bioinformatics and Evolutionary Studies (IBEST), University of Idaho, Moscow, Idaho, USA
| | - Allison Tucker
- Institute for Bioinformatics and Evolutionary Studies (IBEST), University of Idaho, Moscow, Idaho, USA Bioinformatics and Computational Biology Program, University of Idaho, Moscow, Idaho, USA Departments of Mathematics and Statistics, University of Idaho, Moscow, Idaho, USA
| | - Ann Norton
- Institute for Bioinformatics and Evolutionary Studies (IBEST), University of Idaho, Moscow, Idaho, USA
| | - Eva M Top
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, USA Institute for Bioinformatics and Evolutionary Studies (IBEST), University of Idaho, Moscow, Idaho, USA Bioinformatics and Computational Biology Program, University of Idaho, Moscow, Idaho, USA
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17
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Million-Weaver S, Camps M. Mechanisms of plasmid segregation: have multicopy plasmids been overlooked? Plasmid 2014; 75:27-36. [PMID: 25107339 DOI: 10.1016/j.plasmid.2014.07.002] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2014] [Revised: 07/20/2014] [Accepted: 07/21/2014] [Indexed: 11/29/2022]
Abstract
Plasmids are self-replicating pieces of DNA typically bearing non-essential genes. Given that plasmids represent a metabolic burden to the host, mechanisms ensuring plasmid transmission to daughter cells are critical for their stable maintenance in the population. Here we review these mechanisms, focusing on two active partition strategies common to low-copy plasmids: par systems type I and type II. Both involve three components: an adaptor protein, a motor protein, and a centromere, which is a sequence area in the plasmid that is recognized by the adaptor protein. The centromere-bound adaptor nucleates polymerization of the motor, leading to filament formation, which can pull plasmids apart (par I) or push them towards opposite poles of the cell (par II). No such active partition mechanisms are known to occur in high copy number plasmids. In this case, vertical transmission is generally considered stochastic, due to the random distribution of plasmids in the cytoplasm. We discuss conceptual and experimental lines of evidence questioning the random distribution model and posit the existence of a mechanism for segregation in high copy number plasmids that moves plasmids to cell poles to facilitate transmission to daughter cells. This mechanism would involve chromosomally-encoded proteins and the plasmid origin of replication. Modulation of this proposed mechanism of segregation could provide new ways to enhance plasmid stability in the context of recombinant gene expression, which is limiting for large-scale protein production and for bioremediation.
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Affiliation(s)
- Samuel Million-Weaver
- Department of Microbiology, University of Washington, Box 357735, Seattle, WA 98195-77352, United States
| | - Manel Camps
- Department of Microbiology and Environmental Toxicology, University of California Santa Cruz, Santa Cruz, CA 95064, United States
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18
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Recombinant polypeptide production in E. coli: towards a rational approach to improve the yields of functional proteins. Microb Cell Fact 2013; 12:101. [PMID: 24176192 PMCID: PMC3832250 DOI: 10.1186/1475-2859-12-101] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2013] [Accepted: 10/30/2013] [Indexed: 11/16/2022] Open
Abstract
The development of complementary technologies enabled the successful production of recombinant polypeptides in bacteria and opened to biology researchers new avenues as obtaining suitable amounts of proteins necessary for their experimental work became easy, fast, and inexpensive. Nevertheless, the recombinant approach remained somehow unpredictable, since many constructs resisted to apparent production or accumulated as aggregates. Several factors and physical/chemical conditions that could improve the accumulation of native-like protein were identified. At the same time, it was acknowledged that the outcome of most of them was erratic and that almost any protein required its own specific optimized set of conditions to achieve its correct folding. The attempt to understand the critical points specific for recombinant protein production missed the goal of setting universally useful protocols, but contributed to the increase of the rate of success by proposing always new empiric combinations. Nevertheless, the results published in the recent literature allow for a better comprehension of some key mechanisms controlling protein production in E. coli and could enable the elaboration of rational methodologies for improving the quantitative and qualitative features of the produced polypeptides. This result will be achieved when the identification of the limiting step that impairs the accomplishment of the native folding for any single construct will become straightforward. This minireview will discuss how factors such as the expression rate, the folding machinery, and the secretion efficiency may impact the final protein yields.
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Ma H, Katzenmeyer KN, Bryers JD. Non-invasive in situ monitoring and quantification of TOL plasmid segregational loss within Pseudomonas putida biofilms. Biotechnol Bioeng 2013; 110:2949-58. [PMID: 23633286 DOI: 10.1002/bit.24953] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2013] [Revised: 04/22/2013] [Accepted: 04/26/2013] [Indexed: 11/06/2022]
Abstract
Methods for the detection of plasmid loss in natural environments have typically relied on replica plating, selective markers and PCR. However, these traditional methods have the limitations of low sensitivity, underestimation of specific cell populations, and lack of insightful data for non-homogeneous environments. We have developed a non-invasive microscopic analytical method to quantify local plasmid segregational loss from a bacterial population within a developing biofilm. The probability of plasmid segregational loss in planktonic and biofilm cultures of Pseudomonas putida carrying the TOL plasmid (pWWO::gfpmut3b) was determined directly in situ, in the absence of any applied selection pressure. Compared to suspended liquid culture, we report that the biofilm mode of growth enhances plasmid segregational loss. Results based on a biofilm-averaged analysis reveal that the probability of plasmid loss in biofilm cultures (0.016 ± 0.004) was significantly greater than that determined in planktonic cultures (0.0052 ± 0.0011). Non-invasive assessments showed that probabilities of plasmid segregational loss at different locations in a biofilm increased dramatically from 0.1% at the substratum surface to 8% at outside layers of biofilm. Results suggest that higher nutrient concentrations and subsequentially higher growth rates resulted in higher probability of plasmid segregational loss at the outer layers of the biofilm.
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Affiliation(s)
- Hongyan Ma
- Department of Bioengineering, University of Washington, Seattle, Washington, 98195
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20
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Comparative transcription profiling and in-depth characterization of plasmid-based and plasmid-free Escherichia coli expression systems under production conditions. Appl Environ Microbiol 2013; 79:3802-12. [PMID: 23584782 DOI: 10.1128/aem.00365-13] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Plasmid-based Escherichia coli BL21(DE3) expression systems are extensively used for the production of recombinant proteins. However, the combination of a high gene dosage with strong promoters exerts extremely stressful conditions on producing cells, resulting in a multitude of protective reactions and malfunctions in the host cell with a strong impact on yield and quality of the product. Here, we provide in-depth characterization of plasmid-based perturbations in recombinant protein production. A plasmid-free T7 system with a single copy of the gene of interest (GOI) integrated into the genome was used as a reference. Transcriptomics in combination with a variety of process analytics were used to characterize and compare a plasmid-free T7-based expression system to a conventional pET-plasmid-based expression system, with both expressing human superoxide dismutase in fed-batch cultivations. The plasmid-free system showed a moderate stress response on the transcriptional level, with only minor effects on cell growth. In contrast to this finding, comprehensive changes on the transcriptome level were observed in the plasmid-based expression system and cell growth was heavily impaired by recombinant gene expression. Additionally, we found that the T7 terminator is not a sufficient termination signal. Overall, this work reveals that the major metabolic burden in plasmid-based systems is caused at the level of transcription as a result of overtranscription of the multicopy product gene and transcriptional read-through of T7 RNA polymerase. We therefore conclude that the presence of high levels of extrinsic mRNAs, competing for the limited number of ribosomes, leads to the significantly reduced translation of intrinsic mRNAs.
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Chappell J, Jensen K, Freemont PS. Validation of an entirely in vitro approach for rapid prototyping of DNA regulatory elements for synthetic biology. Nucleic Acids Res 2013; 41:3471-81. [PMID: 23371936 PMCID: PMC3597704 DOI: 10.1093/nar/gkt052] [Citation(s) in RCA: 118] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
A bottleneck in our capacity to rationally and predictably engineer biological systems is the limited number of well-characterized genetic elements from which to build. Current characterization methods are tied to measurements in living systems, the transformation and culturing of which are inherently time-consuming. To address this, we have validated a completely in vitro approach for the characterization of DNA regulatory elements using Escherichia coli extract cell-free systems. Importantly, we demonstrate that characterization in cell-free systems correlates and is reflective of performance in vivo for the most frequently used DNA regulatory elements. Moreover, we devise a rapid and completely in vitro method to generate DNA templates for cell-free systems, bypassing the need for DNA template generation and amplification from living cells. This in vitro approach is significantly quicker than current characterization methods and is amenable to high-throughput techniques, providing a valuable tool for rapidly prototyping libraries of DNA regulatory elements for synthetic biology.
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Affiliation(s)
- James Chappell
- Centre for Synthetic Biology and Innovation, Imperial College London, South Kensington Campus, London SW7 2AZ, UK
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22
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Sabido A, Martínez LM, de Anda R, Martínez A, Bolívar F, Gosset G. A novel plasmid vector designed for chromosomal gene integration and expression: use for developing a genetically stable Escherichia coli melanin production strain. Plasmid 2012; 69:16-23. [PMID: 22884755 DOI: 10.1016/j.plasmid.2012.04.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2012] [Revised: 04/12/2012] [Accepted: 04/18/2012] [Indexed: 11/16/2022]
Abstract
Recombinant Escherichia coli strains for the production of valuable products are usually generated by transformation with plasmid expression vectors. However, in spite of their usefulness, common problems associated with plasmid use include segregrational and structural instability as well as undesired copy-number effects. A viable alternative to plasmid use is chromosomal gene integration. With the purpose of facilitating the process of stable strain generation, a novel chromosomal integration vector was developed and tested. We describe the construction and use of novel expression vector pLoxGentrc that contains the strong trc promoter (P(trc)), a multiple cloning site, the T1 and T2 rrnB terminator sequences, the lacI(q) gene and the aacC1 gene conferring gentamicin resistance flanked by two loxP sites. As a demonstration of utility, melanin-producing strains of E. coli were generated employing this vector. Melanin is a polymer synthesized by the enzyme tyrosinase using l-tyrosine as substrate. The melA gene encoding a tyrosinase from Rhizobium etli was ligated to pLoxGentrc to generate pLoxGentrcmelA. This plasmid was transformed into E. coli W3110 to generate a melanin-producing strain. A region from this plasmid including P(trc)melA, T1 and T2 rrnB and the aacC1 gene was amplified by PCR employing primers with 45 b regions of homology to the lacZ gene. The PCR product was electroporated into strain W3110 that expressed the λ-Red enzymes. From this experiment, strain W3110P(tr)(c)melA, was obtained having the melA gene inserted in the lacZ locus. Fermentor cultures with strain W3110/pLoxGentrcmelA grown in the presence and absence of gentamicin as well as W3110P(tr)(c)melA without antibiotic revealed that the latter displays high genetic stability as well as the highest melanin titer. Vector pLoxGentrc should be useful during strain generation processes, enabling direct comparison of plasmid and chromosome-based production systems.
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Affiliation(s)
- Andrea Sabido
- Departamento de Ingeniería Celular y Biocatálisis, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apdo. Postal 510-3, Cuernavaca, Morelos 62210, Mexico
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23
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Popov M, Nacheva G, Reichl U, Ivanov I. Effect of the 3′-Terminal Truncation of the Human interferon-Gamma Gene on Plasmid Segregation in Escherichia Coli. BIOTECHNOL BIOTEC EQ 2012. [DOI: 10.5504/bbeq.2012.0011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Affiliation(s)
- Mladen Popov
- Bulgarian Academy of Sciences, Institute of Molecular Biology “Roumen Tsanev”, Sofia, Bulgaria
| | - Genoveva Nacheva
- Bulgarian Academy of Sciences, Institute of Molecular Biology “Roumen Tsanev”, Sofia, Bulgaria
| | - Udo Reichl
- Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg, Germany
| | - Ivan Ivanov
- Bulgarian Academy of Sciences, Institute of Molecular Biology “Roumen Tsanev”, Sofia, Bulgaria
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