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Shukla V, Phulara SC. Impact of culture condition modulation on the high-yield, high-specificity and cost-effective production of terpenoids from microbial sources: A review. Appl Environ Microbiol 2021; 87:AEM.02369-20. [PMID: 33257314 PMCID: PMC7851692 DOI: 10.1128/aem.02369-20] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Recent years have seen a remarkable increase in the non-natural production of terpenoids from microbial route. This is due to the advancements in synthetic biology tools and techniques, which have overcome the challenges associated with the non-native production of terpenoids from microbial hosts. Although, microbes in their native form have ability to grow in wide range of physicochemical parameters such as, pH, temperature, agitation, aeration etc; however, after genetic modifications, culture conditions need to be optimized in order to achieve improved titers of desired terpenoids from engineered microbes. The physicochemical parameters together with medium supplements, such as, inducer, carbon and nitrogen source, and cofactor supply not only play an important role in high-yield production of target terpenoids from engineered host, but also reduce the accumulation of undesired metabolites in fermentation medium, thus facilitate product recovery. Further, for the economic production of terpenoids, the biomass derived sugars can be utilized together with the optimized culture conditions. In the present mini-review, we have highlighted the impact of culture conditions modulation on the high-yield and high-specificity production of terpenoids from engineered microbes. Lastly, utilization of economic feedstock has also been discussed for the cost-effective and sustainable production of terpenoids.
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Affiliation(s)
- Vibha Shukla
- Food, Drug and Chemical Toxicology Group, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31 Mahatma Gandhi Marg, Lucknow-226001, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad-201002, India
| | - Suresh Chandra Phulara
- Department of Biotechnology, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur-522502, Andhra Pradesh, India
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2
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McLean T, Norbury L, Conduit R, Shepherd N, Coloe P, Sasse A, Smooker P. Inactivated tetanus as an immunological smokescreen: A major step towards harnessing tetanus-based therapeutics. Mol Immunol 2020; 127:164-174. [PMID: 33002728 DOI: 10.1016/j.molimm.2020.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 09/01/2020] [Accepted: 09/08/2020] [Indexed: 11/24/2022]
Abstract
BACKGROUND AND PURPOSE Tetanus neurotoxin has many potential therapeutic applications, due to its ability to increase localised muscle tone when injected directly into a muscle. It is a closely related molecule to botulinum neurotoxin (most commonly known as Botox), which has been widely used to release muscle tension for therapeutic and cosmetic applications. However, tetanus toxin has been relegated to the "maybe pile" for protein therapeutics - as most of the population is vaccinated, leading to highly effective antibody-mediated protection against the toxin. The potential for tetanus-based therapeutics remains substantial if the problem of pre-existing immunity can be resolved. EXPERIMENTAL APPROACH A well-established murine model of localised muscular contraction was utilised. We administered functional tetanus toxin combined with an immunogenic, but functionally inactive, decoy molecule. KEY RESULTS Incorporation of the decoy molecule greatly reduces the dose of active toxin required to induce a localised increase in muscle tone in mice vaccinated with the human toxoid vaccine. CONCLUSION AND IMPLICATIONS Our results clearly demonstrate that the barriers to developing a tetanus toxin therapeutic are not insurmountable and the technology presented here is the first major step towards realising the therapeutic potential of this powerful neurotoxin. Opening the therapeutic potential of tetanus toxin will have huge implications for the wide range of diseases caused by low-tone muscle.
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Affiliation(s)
- Thomas McLean
- Bioscience and Food Technology, School of Science, Plenty Road, Building 223 Bundoora West campus, RMIT University, Bundoora, VIC 3083, Australia.
| | - Luke Norbury
- Bioscience and Food Technology, School of Science, Plenty Road, Building 223 Bundoora West campus, RMIT University, Bundoora, VIC 3083, Australia.
| | - Russell Conduit
- School of Health and Biomedical Sciences, College of Science, Engineering and Health, RMIT University, Bundoora, VIC 3083, Australia.
| | - Natalie Shepherd
- Bioscience and Food Technology, School of Science, Plenty Road, Building 223 Bundoora West campus, RMIT University, Bundoora, VIC 3083, Australia
| | - Peter Coloe
- Bioscience and Food Technology, School of Science, Plenty Road, Building 223 Bundoora West campus, RMIT University, Bundoora, VIC 3083, Australia.
| | - Anthony Sasse
- Bioscience and Food Technology, School of Science, Plenty Road, Building 223 Bundoora West campus, RMIT University, Bundoora, VIC 3083, Australia; Latrobe Regional Hospital, Gippsland, Australia.
| | - Peter Smooker
- Bioscience and Food Technology, School of Science, Plenty Road, Building 223 Bundoora West campus, RMIT University, Bundoora, VIC 3083, Australia.
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3
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Godard T, Zühlke D, Richter G, Wall M, Rohde M, Riedel K, Poblete-Castro I, Krull R, Biedendieck R. Metabolic Rearrangements Causing Elevated Proline and Polyhydroxybutyrate Accumulation During the Osmotic Adaptation Response of Bacillus megaterium. Front Bioeng Biotechnol 2020; 8:47. [PMID: 32161752 PMCID: PMC7053513 DOI: 10.3389/fbioe.2020.00047] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Accepted: 01/21/2020] [Indexed: 12/15/2022] Open
Abstract
For many years now, Bacillus megaterium serves as a microbial workhorse for the high-level production of recombinant proteins in the g/L-scale. However, efficient and stable production processes require the knowledge of the molecular adaptation strategies of the host organism to establish optimal environmental conditions. Here, we interrogated the osmotic stress response of B. megaterium using transcriptome, proteome, metabolome, and fluxome analyses. An initial transient adaptation consisted of potassium import and glutamate counterion synthesis. The massive synthesis of the compatible solute proline constituted the second longterm adaptation process. Several stress response enzymes involved in iron scavenging and reactive oxygen species (ROS) fighting proteins showed higher levels under prolonged osmotic stress induced by 1.8 M NaCl. At the same time, the downregulation of the expression of genes of the upper part of glycolysis resulted in the activation of the pentose phosphate pathway (PPP), generating an oversupply of NADPH. The increased production of lactate accompanied by the reduction of acetate secretion partially compensate for the unbalanced (NADH/NAD+) ratio. Besides, the tricarboxylic acid cycle (TCA) mainly supplies the produced NADH, as indicated by the higher mRNA and protein levels of involved enzymes, and further confirmed by 13C flux analyses. As a consequence of the metabolic flux toward acetyl-CoA and the generation of an excess of NADPH, B. megaterium redirected the produced acetyl-CoA toward the polyhydroxybutyrate (PHB) biosynthetic pathway accumulating around 30% of the cell dry weight (CDW) as PHB. This direct relation between osmotic stress and intracellular PHB content has been evidenced for the first time, thus opening new avenues for synthesizing this valuable biopolymer using varying salt concentrations under non-limiting nutrient conditions.
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Affiliation(s)
- Thibault Godard
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Braunschweig, Germany
| | - Daniela Zühlke
- Institute of Microbiology, Universität Greifswald, Greifswald, Germany
| | - Georg Richter
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Braunschweig, Germany
| | - Melanie Wall
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Braunschweig, Germany
| | - Manfred Rohde
- Central Facility for Microscopy, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - Katharina Riedel
- Institute of Microbiology, Universität Greifswald, Greifswald, Germany
| | - Ignacio Poblete-Castro
- Biosystems Engineering Laboratory, Center for Bioinformatics and Integrative Biology, Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
| | - Rainer Krull
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Braunschweig, Germany.,Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany.,Center of Pharmaceutical Engineering (PVZ), Technische Universität Braunschweig, Braunschweig, Germany
| | - Rebekka Biedendieck
- Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany.,Institute of Microbiology, Technische Universität Braunschweig, Braunschweig, Germany
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4
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Aminian-Dehkordi J, Mousavi SM, Jafari A, Mijakovic I, Marashi SA. Manually curated genome-scale reconstruction of the metabolic network of Bacillus megaterium DSM319. Sci Rep 2019; 9:18762. [PMID: 31822710 PMCID: PMC6904757 DOI: 10.1038/s41598-019-55041-w] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 11/21/2019] [Indexed: 12/11/2022] Open
Abstract
Bacillus megaterium is a microorganism widely used in industrial biotechnology for production of enzymes and recombinant proteins, as well as in bioleaching processes. Precise understanding of its metabolism is essential for designing engineering strategies to further optimize B. megaterium for biotechnology applications. Here, we present a genome-scale metabolic model for B. megaterium DSM319, iJA1121, which is a result of a metabolic network reconciliation process. The model includes 1709 reactions, 1349 metabolites, and 1121 genes. Based on multiple-genome alignments and available genome-scale metabolic models for other Bacillus species, we constructed a draft network using an automated approach followed by manual curation. The refinements were performed using a gap-filling process. Constraint-based modeling was used to scrutinize network features. Phenotyping assays were performed in order to validate the growth behavior of the model using different substrates. To verify the model accuracy, experimental data reported in the literature (growth behavior patterns, metabolite production capabilities, metabolic flux analysis using 13C glucose and formaldehyde inhibitory effect) were confronted with model predictions. This indicated a very good agreement between in silico results and experimental data. For example, our in silico study of fatty acid biosynthesis and lipid accumulation in B. megaterium highlighted the importance of adopting appropriate carbon sources for fermentation purposes. We conclude that the genome-scale metabolic model iJA1121 represents a useful tool for systems analysis and furthers our understanding of the metabolism of B. megaterium.
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Affiliation(s)
- Javad Aminian-Dehkordi
- Biotechnology Group, Department of Chemical Engineering, Tarbiat Modares University, Tehran, Iran
| | - Seyyed Mohammad Mousavi
- Biotechnology Group, Department of Chemical Engineering, Tarbiat Modares University, Tehran, Iran.
| | - Arezou Jafari
- Department of Chemical Engineering, Tarbiat Modares University, Tehran, Iran
| | - Ivan Mijakovic
- Department of Biology and Biological Engineering, Chalmers University of Technology, Göteborg, Sweden.,Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Lyngby, Denmark
| | - Sayed-Amir Marashi
- Department of Biotechnology, College of Science, University of Tehran, Tehran, Iran.
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5
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Systems biology approach in the formulation of chemically defined media for recombinant protein overproduction. Appl Microbiol Biotechnol 2019; 103:8315-8326. [PMID: 31418052 DOI: 10.1007/s00253-019-10048-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 07/16/2019] [Accepted: 07/23/2019] [Indexed: 02/06/2023]
Abstract
The cell culture medium is an intricate mixture of components which has a tremendous effect on cell growth and recombinant protein production. Regular cell culture medium includes various components, and the decision about which component should be included in the formulation and its optimum amount is an underlying issue in biotechnology industries. Applying conventional techniques to design an optimal medium for the production of a recombinant protein requires meticulous and immense research. Moreover, since the medium formulation for the production of one protein could not be the best choice for another protein, hence, the most suitable media should be determined for each recombinant cell line. Accordingly, medium formulation becomes a laborious, time-consuming, and costly process in biomanufacturing of recombinant protein, and finding alternative strategies for medium development seems to be crucial. In silico modeling is an attractive concept to be adapted for medium formulation due to its high potential to supersede laboratory examinations. By emerging the high-throughput datasets, scientists can disclose the knowledge about the effect of medium components on cell growth and metabolism, and via applying this information through systems biology approach, medium formulation optimization could be accomplished in silico with no need of significant amount of experimentation. This review demonstrates some of the applications of systems biology as a powerful tool for medium development and illustrates the effect of medium optimization with system-level analysis on the production of recombinant proteins in different host cells.
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6
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Phulara SC, Chaturvedi P, Chaurasia D, Diwan B, Gupta P. Modulation of culture medium confers high-specificity production of isopentenol in Bacillus subtilis. J Biosci Bioeng 2019; 127:458-464. [DOI: 10.1016/j.jbiosc.2018.10.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2018] [Revised: 09/27/2018] [Accepted: 10/03/2018] [Indexed: 11/25/2022]
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7
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Wushensky JA, Youngster T, Mendonca CM, Aristilde L. Flux Connections Between Gluconate Pathway, Glycolysis, and Pentose-Phosphate Pathway During Carbohydrate Metabolism in Bacillus megaterium QM B1551. Front Microbiol 2018; 9:2789. [PMID: 30524402 PMCID: PMC6262346 DOI: 10.3389/fmicb.2018.02789] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Accepted: 10/30/2018] [Indexed: 12/29/2022] Open
Abstract
Bacillus megaterium is a bacterium of great importance as a plant-beneficial bacterium in agricultural applications and in industrial bioproduction of proteins. Understanding intracellular processing of carbohydrates in this species is crucial to predicting natural carbon utilization as well as informing strategies in metabolic engineering. Here, we applied stable isotope-assisted metabolomics profiling and metabolic flux analysis to elucidate, at high resolution, the connections of the different catabolic routes for carbohydrate metabolism immediately following substrate uptake in B. megaterium QM B1551. We performed multiple 13C tracer experiments to obtain both kinetic and long-term 13C profiling of intracellular metabolites. In addition to the direct phosphorylation of glucose to glucose-6-phosphate (G6P) prior to oxidation to 6-phosphogluconate (6P-gluconate), the labeling data also captured glucose catabolism through the gluconate pathway involving glucose oxidation to gluconate followed by phosphorylation to 6P-gluconate. Our data further confirmed the absence of the Entner-Doudoroff pathway in B. megaterium and showed that subsequent catabolism of 6P-gluconate was instead through the oxidative pentose-phosphate (PP) pathway. Quantitative flux analysis of glucose-grown cells showed equal partition of consumed glucose from G6P to the Embden-Meyerhof-Parnas (EMP) pathway and from G6P to the PP pathway through 6P-gluconate. Growth on fructose alone or xylose alone was consistent with the ability of B. megaterium to use each substrate as a sole source of carbon. However, a detailed 13C mapping during simultaneous feeding of B. megaterium on glucose, fructose, and xylose indicated non-uniform intracellular investment of the different carbohydrate substrates. Flux of glucose-derived carbons dominated the gluconate pathway and the PP pathway, whereas carbon flux from both glucose and fructose populated the EMP pathway; there was no assimilatory flux of xylose-derived carbons. Collectively, our findings provide new quantitative insights on the contribution of the different catabolic routes involved in initiating carbohydrate catabolism in B. megaterium and related Bacillus species.
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Affiliation(s)
- Julie A. Wushensky
- Department of Biological and Environmental Engineering, College of Agriculture and Life Sciences, Cornell University, Ithaca, NY, United States
| | - Tracy Youngster
- Soil and Crop Sciences Section, School of Integrative Plant Science, College of Agriculture and Life Sciences, Cornell University, Ithaca, NY, United States
| | - Caroll M. Mendonca
- Department of Biological and Environmental Engineering, College of Agriculture and Life Sciences, Cornell University, Ithaca, NY, United States
| | - Ludmilla Aristilde
- Department of Biological and Environmental Engineering, College of Agriculture and Life Sciences, Cornell University, Ithaca, NY, United States
- Soil and Crop Sciences Section, School of Integrative Plant Science, College of Agriculture and Life Sciences, Cornell University, Ithaca, NY, United States
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8
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Peebo K, Neubauer P. Application of Continuous Culture Methods to Recombinant Protein Production in Microorganisms. Microorganisms 2018; 6:E56. [PMID: 29933583 PMCID: PMC6164559 DOI: 10.3390/microorganisms6030056] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 05/28/2018] [Accepted: 06/19/2018] [Indexed: 11/17/2022] Open
Abstract
Depending on the environmental conditions, cells adapt their metabolism and specific growth rate. Rearrangements occur on many different levels such as macromolecular composition, gene and protein expression, morphology and metabolic flux patterns. As the interplay of these processes also determines the output of a recombinant protein producing system, having control over specific growth rate of the culture is advantageous. Continuous culture methods were developed to grow cells in a constant environment and have been used for decades to study basic microbial physiology in a controlled and reproducible manner. Our review summarizes the uses of continuous cultures in cell physiology studies and process development, with a focus on recombinant protein-producing microorganisms.
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Affiliation(s)
- Karl Peebo
- Center of Food and Fermentation Technologies, Akadeemia tee 15a, 12618 Tallinn, Estonia.
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Akadeemia tee 15, 12618 Tallinn, Estonia.
| | - Peter Neubauer
- Department of Bioprocess Engineering, Technische Universität Berlin, Ackerstraβe 76, ACK24, D-13355 Berlin, Germany.
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9
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Kumar N, Pandey R, Prabhu AA, Venkata Dasu V. Genetic and substrate-level modulation of Bacillus subtilis physiology for enhanced extracellular human interferon gamma production. Prep Biochem Biotechnol 2018; 48:391-401. [PMID: 29688129 DOI: 10.1080/10826068.2018.1446157] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Human interferon-gamma (hIFNG) production is limited by various gene-level bottlenecks including translation, protein folding, and secretion which depends upon the physiological state of the organism. In this study gene-level and substrate-level modulations have been used to control Bacillus subtilis physiology for >15 fold extracellular soluble hIFNG production. Two variants of the native human interferon-gamma gene (hifng) were designed and synthesized, namely, cohifnghis and cohifng having codon adaptation index 25.33 and 26.89% higher than the native gene, respectively. BScoIFNG and BScoIFNGhis with ΔG of -100.0 and -113.7 kcal mol-1 resulted in 30 and 6.5% higher hIFNG compared to the native gene in complex medium. BScoIFNG produced 1.53 fold higher hIFNG using glucose-based defined medium as compared to the complex medium by modulating the physiological parameter growth rate from 0.35 to 0.26 hr-1. Further modulatory effect of various phosphotransferase transport system (PTS) and no-PTS sugars, sugar alcohols, and organic acids was quantified on the physiology of B. subtilis WB800N for extracellular hIFNG production. Sorbitol and glycerol emerged as the best hIFNG producers with lowest growth and substrate consumption rates. BScoIFNG produced maximum 3.15 mg L-1 hIFNG at 50 g L-1 glycerol with highest hIFNG yield (Yp/x = 0.136) and lowest substrate uptake rate (qs = 0.26).
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Affiliation(s)
- Nitin Kumar
- a Biochemical Engineering Laboratory, Department of Biosciences and Bioengineering , Indian Institute of Technology Guwahati , Guwahati , Assam , India
| | - Rajat Pandey
- a Biochemical Engineering Laboratory, Department of Biosciences and Bioengineering , Indian Institute of Technology Guwahati , Guwahati , Assam , India
| | - Ashish Anand Prabhu
- a Biochemical Engineering Laboratory, Department of Biosciences and Bioengineering , Indian Institute of Technology Guwahati , Guwahati , Assam , India
| | - Veeranki Venkata Dasu
- a Biochemical Engineering Laboratory, Department of Biosciences and Bioengineering , Indian Institute of Technology Guwahati , Guwahati , Assam , India
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Lakowitz A, Godard T, Biedendieck R, Krull R. Mini review: Recombinant production of tailored bio-pharmaceuticals in different Bacillus strains and future perspectives. Eur J Pharm Biopharm 2017; 126:27-39. [PMID: 28606596 DOI: 10.1016/j.ejpb.2017.06.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Revised: 05/30/2017] [Accepted: 06/07/2017] [Indexed: 01/06/2023]
Abstract
Bio-pharmaceuticals like antibodies, hormones and growth factors represent about one-fifth of commercial pharmaceuticals. Host candidates of growing interest for recombinant production of these proteins are strains of the genus Bacillus, long being established for biotechnological production of homologous and heterologous proteins. Bacillus strains benefit from development of efficient expression systems in the last decades and emerge as major industrial workhorses for recombinant proteins due to easy cultivation, non-pathogenicity and their ability to secrete recombinant proteins directly into extracellular medium allowing cost-effective downstream processing. Their broad product portfolio of pharmaceutically relevant recombinant proteins described in research include antibody fragments, growth factors, interferons and interleukins, insulin, penicillin G acylase, streptavidin and different kinases produced in various cultivation systems like microtiter plates, shake flasks and bioreactor systems in batch, fed-batch and continuous mode. To further improve production and secretion performance of Bacillus, bottlenecks and limiting factors concerning proteases, chaperones, secretion machinery or feedback mechanisms can be identified on different cell levels from genomics and transcriptomics via proteomics to metabolomics and fluxomics. For systematical identification of recurring patterns characteristic of given regulatory systems and key genetic targets, systems biology and omics-technology provide suitable and promising approaches, pushing Bacillus further towards industrial application for recombinant pharmaceutical protein production.
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Affiliation(s)
- Antonia Lakowitz
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Rebenring 56, 38106 Braunschweig, Germany; Center of Pharmaceutical Engineering (PVZ), Technische Universität Braunschweig, Franz-List-Straβe 35a, 38106 Braunschweig, Germany; Braunschweig Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Rebenring 56, 38106 Braunschweig, Germany
| | - Thibault Godard
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Rebenring 56, 38106 Braunschweig, Germany; Center of Pharmaceutical Engineering (PVZ), Technische Universität Braunschweig, Franz-List-Straβe 35a, 38106 Braunschweig, Germany; Braunschweig Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Rebenring 56, 38106 Braunschweig, Germany
| | - Rebekka Biedendieck
- Braunschweig Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Rebenring 56, 38106 Braunschweig, Germany; Institute of Microbiology, Technische Universität Braunschweig, Rebenring 56, 38106 Braunschweig, Germany
| | - Rainer Krull
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Rebenring 56, 38106 Braunschweig, Germany; Center of Pharmaceutical Engineering (PVZ), Technische Universität Braunschweig, Franz-List-Straβe 35a, 38106 Braunschweig, Germany; Braunschweig Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Rebenring 56, 38106 Braunschweig, Germany.
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Biedendieck R. A Bacillus megaterium System for the Production of Recombinant Proteins and Protein Complexes. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 896:97-113. [PMID: 27165321 DOI: 10.1007/978-3-319-27216-0_7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/06/2022]
Abstract
For many years the Gram-positive bacterium Bacillus megaterium has been used for the production and secretion of recombinant proteins. For this purpose it was systematically optimized. Plasmids with different inducible promoter systems, with different compatible origins, with small tags for protein purification and with various specific signals for protein secretion were combined with genetically improved host strains. Finally, the development of appropriate cultivation conditions for the production strains established this organism as a bacterial cell factory even for large proteins. Along with the overproduction of individual proteins the organism is now also used for the simultaneous coproduction of up to 14 recombinant proteins, multiple subsequently interacting or forming protein complexes. Some of these recombinant strains are successfully used for bioconversion or the biosynthesis of valuable components including vitamins. The titers in the g per liter scale for the intra- and extracellular recombinant protein production prove the high potential of B. megaterium for industrial applications. It is currently further enhanced for the production of recombinant proteins and multi-subunit protein complexes using directed genetic engineering approaches based on transcriptome, proteome, metabolome and fluxome data.
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Affiliation(s)
- Rebekka Biedendieck
- Institute of Microbiology, Technische Universität Braunschweig, Braunschweig, Germany. .,Braunschweig Integrated Centre of Systems Biology (BRICS), Technische Universität Braunschweig, Braunschweig, Germany.
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12
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Bardot C, Besse-Hoggan P, Carles L, Le Gall M, Clary G, Chafey P, Federici C, Broussard C, Batisson I. How the edaphic Bacillus megaterium strain Mes11 adapts its metabolism to the herbicide mesotrione pressure. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2015; 199:198-208. [PMID: 25679981 DOI: 10.1016/j.envpol.2015.01.029] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Revised: 12/23/2014] [Accepted: 01/24/2015] [Indexed: 05/26/2023]
Abstract
Toxicity of pesticides towards microorganisms can have a major impact on ecosystem function. Nevertheless, some microorganisms are able to respond quickly to this stress by degrading these molecules. The edaphic Bacillus megaterium strain Mes11 can degrade the herbicide mesotrione. In order to gain insight into the cellular response involved, the intracellular proteome of Mes11 exposed to mesotrione was analyzed using the two-dimensional differential in-gel electrophoresis (2D-DIGE) approach coupled with mass spectrometry. The results showed an average of 1820 protein spots being detected. The gel profile analyses revealed 32 protein spots whose abundance is modified after treatment with mesotrione. Twenty spots could be identified, leading to 17 non redundant proteins, mainly involved in stress, metabolic and storage mechanisms. These findings clarify the pathways used by B. megaterium strain Mes11 to resist and adapt to the presence of mesotrione.
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Affiliation(s)
- Corinne Bardot
- Clermont Université, Université Blaise Pascal, LMGE, F-63000 Clermont-Ferrand, France; CNRS, UMR 6023, Laboratoire Microorganismes: Génome et Environnement, F-63177 Aubière, France
| | - Pascale Besse-Hoggan
- Clermont Université, Université Blaise Pascal, ICCF, F-63000 Clermont Ferrand, France; CNRS, UMR 6296, Institut de Chimie de Clermont-Ferrand, BP 80026, F-63171 Aubière Cedex, France
| | - Louis Carles
- Clermont Université, Université Blaise Pascal, LMGE, F-63000 Clermont-Ferrand, France; CNRS, UMR 6023, Laboratoire Microorganismes: Génome et Environnement, F-63177 Aubière, France
| | - Morgane Le Gall
- Institut Cochin, INSERM U1016, CNRS UMR 8104, Université Paris Descartes, Paris, France; Plate-forme Protéomique 3P5, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Guilhem Clary
- Institut Cochin, INSERM U1016, CNRS UMR 8104, Université Paris Descartes, Paris, France; Plate-forme Protéomique 3P5, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Philippe Chafey
- Institut Cochin, INSERM U1016, CNRS UMR 8104, Université Paris Descartes, Paris, France; Plate-forme Protéomique 3P5, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Christian Federici
- Institut Cochin, INSERM U1016, CNRS UMR 8104, Université Paris Descartes, Paris, France; Plate-forme Protéomique 3P5, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Cédric Broussard
- Institut Cochin, INSERM U1016, CNRS UMR 8104, Université Paris Descartes, Paris, France; Plate-forme Protéomique 3P5, Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | - Isabelle Batisson
- Clermont Université, Université Blaise Pascal, LMGE, F-63000 Clermont-Ferrand, France; CNRS, UMR 6023, Laboratoire Microorganismes: Génome et Environnement, F-63177 Aubière, France.
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13
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Wei R, Oeser T, Zimmermann W. Synthetic polyester-hydrolyzing enzymes from thermophilic actinomycetes. ADVANCES IN APPLIED MICROBIOLOGY 2014; 89:267-305. [PMID: 25131405 DOI: 10.1016/b978-0-12-800259-9.00007-x] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Thermophilic actinomycetes produce enzymes capable of hydrolyzing synthetic polyesters such as polyethylene terephthalate (PET). In addition to carboxylesterases, which have hydrolytic activity predominantly against PET oligomers, esterases related to cutinases also hydrolyze synthetic polymers. The production of these enzymes by actinomycetes as well as their recombinant expression in heterologous hosts is described and their catalytic activity against polyester substrates is compared. Assays to analyze the enzymatic hydrolysis of synthetic polyesters are evaluated, and a kinetic model describing the enzymatic heterogeneous hydrolysis process is discussed. Structure-function and structure-stability relationships of actinomycete polyester hydrolases are compared based on molecular dynamics simulations and recently solved protein structures. In addition, recent progress in enhancing their activity and thermal stability by random or site-directed mutagenesis is presented.
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Affiliation(s)
- Ren Wei
- Department of Microbiology and Bioprocess Technology, Institute of Biochemistry, University of Leipzig, Leipzig, Germany
| | - Thorsten Oeser
- Department of Microbiology and Bioprocess Technology, Institute of Biochemistry, University of Leipzig, Leipzig, Germany
| | - Wolfgang Zimmermann
- Department of Microbiology and Bioprocess Technology, Institute of Biochemistry, University of Leipzig, Leipzig, Germany.
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14
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Vijayendran C, Flaschel E. Impact of profiling technologies in the understanding of recombinant protein production. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2014; 121:45-70. [PMID: 20186528 DOI: 10.1007/10_2009_56] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/27/2023]
Abstract
Since expression profiling methods have been available in a high throughput fashion, the implication of these technologies in the field of biotechnology has increased dramatically. Microarray technology is one such unique and efficient methodology for simultaneous exploration of expression levels of numerous genes. Likewise, two-dimensional gel electrophoresis or multidimensional liquid chromatography coupled with mass spectrometry are extensively utilised for studying expression levels of numerous proteins. In the field of biotechnology these highly parallel analytical methods have paved the way to study and understand various biological phenomena depending on expression patterns. The next phenomenological level is represented by the metabolome and the (metabolic) fluxome. However, this chapter reviews gene and protein profiling and their impact on understanding recombinant protein production. We focus on the computational methods utilised for the analyses of data obtained from these profiling technologies as well as prominent results focusing on recombinant protein expression with Escherichia coli. Owing to the knowledge accumulated with respect to cellular signals triggered during recombinant protein production, this field is on the way to design strategies for developing improved processes. Both gene and protein profiling have exhibited a handful of functional categories to concentrate on in order to identify target genes and proteins, respectively, involved in the signalling network with major impact on recombinant protein production.
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Affiliation(s)
- Chandran Vijayendran
- International NRW Graduate School in Bioinformatics and Genome Research, CeBiTec, Bielefeld University, 33594, Bielefeld, Germany,
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15
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Fan S, Zhang Z, Zou W, Huang Z, Liu J, Liu L. Development of a minimal chemically defined medium for Ketogulonicigenium vulgare WSH001 based on its genome-scale metabolic model. J Biotechnol 2013; 169:15-22. [PMID: 24172253 DOI: 10.1016/j.jbiotec.2013.10.027] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2013] [Revised: 10/09/2013] [Accepted: 10/17/2013] [Indexed: 10/26/2022]
Abstract
Commercial production of 2-keto-l-gulonic acid (2-KLG), the immediate precursor of l-ascorbic acid, is by Ketogulonicigenium vulgare in co-culture with Bacillus megaterium. We used flux balance analysis (FBA) to study a genome-scale metabolic model (GSMM) of K. vulgare, iWZ663, and found that K. vulgare is deficient in nutrient biosynthetic pathways. Individually omitting l-glycine, l-cysteine, l-methionine, l-tryptophan, adenine, thymine, thiamine and pantothenate from complete chemically defined medium (CDM), caused biomass formation of K. vulgare to decrease to 1%, 21%, 16%, 1%, 26%, 57%, 73% and 24%, respectively. Based on these results and FBA, a minimal chemically defined medium (MCDM) was developed that supported monoculture of K. vulgare (0.28OD600) and 2-KLG production (3.59g/L), which were similar to those in complete CDM or corn steep liquor powder (CSLP) medium. This study demonstrated the potential of using GSMM and FBA to characterize nutrient requirements, optimize CDM, and study interactions in co-culture.
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Affiliation(s)
- Shicun Fan
- State Key Laboratory of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China; The Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China
| | - Zhenyu Zhang
- The Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China.
| | - Wei Zou
- State Key Laboratory of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China; The Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China
| | - Zheng Huang
- State Key Laboratory of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China; The Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China
| | - Jie Liu
- Jiangsu Jiangshan Pharmaceutical Co. Ltd., Jingjiang, Jiangsu 214500, China
| | - Liming Liu
- State Key Laboratory of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China; The Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China.
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16
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Zou W, Zhou M, Liu L, Chen J. Reconstruction and analysis of the industrial strain Bacillus megaterium WSH002 genome-scale in silico metabolic model. J Biotechnol 2013; 164:503-9. [PMID: 23454894 DOI: 10.1016/j.jbiotec.2013.01.019] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2012] [Revised: 12/24/2012] [Accepted: 01/03/2013] [Indexed: 10/27/2022]
Abstract
A genome-scale metabolic model of Bacillus megaterium WSH002, an industrial bacterium widely used in the vitamin C industry, was reconstructed on the basis of the genome annotation and data from the literature and biochemical databases. It comprises 1112 reactions, 993 metabolites, and 1055 genes, including 43 new annotated genes. This model was able to predict qualitatively and quantitatively the growth of B. megaterium on a range of carbon and nitrogen sources, and the results agreed well with experimental data. A gene essentiality analysis predicted a core metabolic essential gene set of 57 genes on three different media. Furthermore, constraint-based analysis revealed that B. megaterium WSH002 is capable of producing and exporting several key metabolites, which could promote the growth of Ketogulonicigenium vulgare and 2-keto-l-gulonic acid (2-KLG) production. Here, the model represents a helpful tool for understanding and exploring this important industrial organism.
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Affiliation(s)
- Wei Zou
- State Key Laboratory of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu 214122, China
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17
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Koubaa M, Cocuron JC, Thomasset B, Alonso AP. Highlighting the tricarboxylic acid cycle: liquid and gas chromatography-mass spectrometry analyses of (13)C-labeled organic acids. Anal Biochem 2013; 436:151-9. [PMID: 23399391 DOI: 10.1016/j.ab.2013.01.027] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2012] [Revised: 01/22/2013] [Accepted: 01/25/2013] [Indexed: 01/01/2023]
Abstract
The tricarboxylic acid (TCA) cycle is involved in the complete oxidation of organic acids to carbon dioxide in aerobic cells. It not only uses the acetyl-CoA derived from glycolysis but also uses breakdown products of proteins, fatty acids, and nucleic acids. Therefore, the TCA cycle involves numerous carbon fluxes through central metabolism to produce reductant power and transfer the generated electrons to the aerobic electron transport system where energy is formed by oxidative phosphorylation. Although the TCA cycle plays a crucial role in aerobic organisms and tissues, the lack of direct isotopic labeling information in its intermediates (organic acids) makes the quantification of its metabolic fluxes rather approximate. This is the major technical gap that this study intended to fill. In this work, we established and validated liquid and gas chromatography-mass spectrometry methods to determine (13)C labeling in organic acids involved in the TCA cycle using scheduled multiple reaction monitoring and single ion monitoring modes, respectively. Labeled samples were generated using maize embryos cultured with [(13)C]glucose or [(13)C]glutamine. Once steady-state labeling was reached, (13)C-labeled organic acids were extracted and purified. When applying our mass spectrometric methods to those extracts, mass isotopomer abundances of seven major organic acids were successfully determined.
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Affiliation(s)
- Mohamed Koubaa
- Department of Molecular Genetics, The Ohio State University, Columbus, OH 43210, USA.
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18
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Korneli C, David F, Biedendieck R, Jahn D, Wittmann C. Getting the big beast to work--systems biotechnology of Bacillus megaterium for novel high-value proteins. J Biotechnol 2012; 163:87-96. [PMID: 22750448 DOI: 10.1016/j.jbiotec.2012.06.018] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2012] [Revised: 06/18/2012] [Accepted: 06/20/2012] [Indexed: 12/31/2022]
Abstract
The high industrial relevance of the soil bacterium Bacillus megaterium as host for recombinant proteins is driving systems-wide analyses of its metabolic and regulatory networks. The present review highlights novel systems biology tools available to unravel the various cellular components on the level of metabolic and regulatory networks. These provide a rational platform for systems metabolic engineering of B. megaterium. In line, a number of interesting studies have particularly focused on studying recombinant B. megaterium in its industrial bioprocess environment thus integrating systems metabolic engineering with systems biotechnology and providing the full picture toward optimal processes.
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Affiliation(s)
- Claudia Korneli
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Braunschweig, Germany
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Chen D, Xu D, Li M, He J, Gong Y, Wu D, Sun M, Yu Z. Proteomic analysis of Bacillus thuringiensis ΔphaC mutant BMB171/PHB(-1) reveals that the PHB synthetic pathway warrants normal carbon metabolism. J Proteomics 2012; 75:5176-88. [PMID: 22705120 DOI: 10.1016/j.jprot.2012.06.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2012] [Revised: 05/28/2012] [Accepted: 06/03/2012] [Indexed: 10/28/2022]
Abstract
A phaC knockout mutant from Bacillus thuringiensis (Bt) strain BMB171, named BMB171/PHB(-1), was constructed. A physiological and metabolic investigation and a proteomic analysis were conducted for both ΔphaC mutant and its parent strain. Grown in peptone medium with 5 gram glucose per liter as sole carbon source, BMB171/PHB(-1) produced various organic acids. Here the excreted pyruvate, citrate, lactate, acetate and glutamate were quantitatively analyzed. Deletion of phaC gene from the BMB171 strain resulted in 1) growth delay; 2) higher consumption of dioxigen but lower cell yield; 3) stagnation of pH movement; 4) overproduction of organic acids; 5) rapid descent of cell density in the stationary phase; and 6) a sporulation-deficient phenotype. Our proteomic study with qPCR reconfirmation reveals that the absence of PhaC led to a metabolic turmoil which showed repressed glycolysis, and over-expressed TCA cycle, various futile pathways and amino acid synthesis during vegetative growth. It is thus thought that B. thuringiensis BMB171 effectively regulated its carbon metabolism upon the presence of the functional PHB synthetic pathway. The presence of this pathway warrants a PHB-producing bacterium better surviving under different environmental conditions.
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Affiliation(s)
- Deju Chen
- State Key Laboratory of Agricultural Microbiology and National Engineering Research Center for Microbial Pesticides, College of Life Science and Technology, Huazhong Agricultural University, Wuhan, Hubei Province, PR China
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20
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Recombinant protein production and streptomycetes. J Biotechnol 2012; 158:159-67. [DOI: 10.1016/j.jbiotec.2011.06.028] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2011] [Revised: 06/17/2011] [Accepted: 06/22/2011] [Indexed: 11/21/2022]
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21
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22
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David F, Steinwand M, Hust M, Bohle K, Ross A, Dübel S, Franco-Lara E. Antibody production in Bacillus megaterium: strategies and physiological implications of scaling from microtiter plates to industrial bioreactors. Biotechnol J 2011; 6:1516-31. [PMID: 21805641 DOI: 10.1002/biot.201000417] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2011] [Revised: 07/04/2011] [Accepted: 07/28/2011] [Indexed: 01/27/2023]
Abstract
Bacillus megaterium was used as an alternative high potential microbial production system for the production of antibody fragment D1.3 scFv. The aim of the study was to follow a holistic optimization approach from medium screening in small scale microtiter platforms, gaining deeper process understanding in the bioreactor scale and implementing advanced process strategies at larger scales (5-100 L). Screening and optimization procedures were supported by statistical design of experiments and a genetic algorithm approach. The process control relied on a soft-sensor for biomass estimation to establish a μ-oscillating time-dependent fed-batch strategy. Several cycles of growth phases and production phases, equal to starving phases, were performed in one production. Flow cytometry was used to monitor and characterize the dynamics of secretion and cell viability. Besides the biosynthesis of the product, secretion was optimized by an appropriate medium design considering different carbon sources, metal ions, (NH(4))(2)SO(4), and inductor concentrations. For bioprocess design, an adapted oscillating fed-batch strategy was conceived and successfully implemented at an industrially relevant scale of 100 L. In comparison to common methods for controlling fed-batch profiles, the developed process delivered increased overall productivities. Thereby measured process parameters such as growth stagnation or productivity fluctuations were directly linked to single cell or population behavior leading to a more detailed process understanding. Above all, the importance of single cell analysis as key scale-free tool to characterize and optimize recombinant protein production is highlighted, since this can be applied to all development stages independently of the cultivation platform.
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Affiliation(s)
- Florian David
- Institute for Biochemical Engineering, Technische Universität Braunschweig, Braunschweig, Germany
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23
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Metabolic flux analysis and principal nodes identification for daptomycin production improvement by Streptomyces roseosporus. Appl Biochem Biotechnol 2011; 165:1725-39. [PMID: 21960274 DOI: 10.1007/s12010-011-9390-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2011] [Accepted: 09/12/2011] [Indexed: 02/05/2023]
Abstract
In the present work, a comprehensive metabolic network of Streptomyces roseosporus LC-54-20 was proposed for daptomycin production. The analysis of extracellular metabolites throughout the batch fermentation was evaluated in addition to daptomycin and biomass production. Metabolic flux distributions were based on stoichiometrical reaction as well as the extracellular metabolites fluxes. Experimental and calculated values for both the specific growth rate and daptomycin production rate indicated that the in silico model proved a powerful tool to analyze the metabolic behaviors based on the analysis under different initial glucose concentrations throughout the fermentation. Through manipulating different pH values, the production rates of various extracellular metabolites were also presented in this paper. Flux distribution variations revealed that the daptomycin production could be significantly influenced by the branch points of glucose 6-phosphate, 3-phosphoglycerate, phosphoenolpyruvate, pyruvate, and oxaloacetate. The five principal metabolites were certified as the flexible nodes and could form potential bottlenecks for a further enhancement of daptomycin production. Furthermore, various concentrations of the five precursors were added into the batch fermentation and led to the enhancement of daptomycin concentration and production rate.
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24
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Korneli C, David F, Godard T, Franco-Lara E. Influence of fructose and oxygen gradients on fed-batch recombinant protein production using Bacillus megaterium. Eng Life Sci 2011. [DOI: 10.1002/elsc.201000161] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
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25
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Eppinger M, Bunk B, Johns MA, Edirisinghe JN, Kutumbaka KK, Koenig SSK, Huot Creasy H, Rosovitz MJ, Riley DR, Daugherty S, Martin M, Elbourne LDH, Paulsen I, Biedendieck R, Braun C, Grayburn S, Dhingra S, Lukyanchuk V, Ball B, Ul-Qamar R, Seibel J, Bremer E, Jahn D, Ravel J, Vary PS. Genome sequences of the biotechnologically important Bacillus megaterium strains QM B1551 and DSM319. J Bacteriol 2011; 193:4199-213. [PMID: 21705586 PMCID: PMC3147683 DOI: 10.1128/jb.00449-11] [Citation(s) in RCA: 120] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2011] [Accepted: 06/10/2011] [Indexed: 11/20/2022] Open
Abstract
Bacillus megaterium is deep-rooted in the Bacillus phylogeny, making it an evolutionarily key species and of particular importance in understanding genome evolution, dynamics, and plasticity in the bacilli. B. megaterium is a commercially available, nonpathogenic host for the biotechnological production of several substances, including vitamin B(12), penicillin acylase, and amylases. Here, we report the analysis of the first complete genome sequences of two important B. megaterium strains, the plasmidless strain DSM319 and QM B1551, which harbors seven indigenous plasmids. The 5.1-Mbp chromosome carries approximately 5,300 genes, while QM B1551 plasmids represent a combined 417 kb and 523 genes, one of the largest plasmid arrays sequenced in a single bacterial strain. We have documented extensive gene transfer between the plasmids and the chromosome. Each strain carries roughly 300 strain-specific chromosomal genes that account for differences in their experimentally confirmed phenotypes. B. megaterium is able to synthesize vitamin B(12) through an oxygen-independent adenosylcobalamin pathway, which together with other key energetic and metabolic pathways has now been fully reconstructed. Other novel genes include a second ftsZ gene, which may be responsible for the large cell size of members of this species, as well as genes for gas vesicles, a second β-galactosidase gene, and most but not all of the genes needed for genetic competence. Comprehensive analyses of the global Bacillus gene pool showed that only an asymmetric region around the origin of replication was syntenic across the genus. This appears to be a characteristic feature of the Bacillus spp. genome architecture and may be key to their sporulating lifestyle.
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Affiliation(s)
- Mark Eppinger
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland, School of Medicine, Baltimore, Maryland 21201
| | - Boyke Bunk
- German Collection for Microorganisms and Cell Cultures, Braunschweig 38124, Germany
| | - Mitrick A. Johns
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
| | - Janaka N. Edirisinghe
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
| | - Kirthi K. Kutumbaka
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
| | - Sara S. K. Koenig
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland, School of Medicine, Baltimore, Maryland 21201
| | - Heather Huot Creasy
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland, School of Medicine, Baltimore, Maryland 21201
| | | | - David R. Riley
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland, School of Medicine, Baltimore, Maryland 21201
| | - Sean Daugherty
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland, School of Medicine, Baltimore, Maryland 21201
| | - Madeleine Martin
- Technische Universität Braunschweig, Institute of Microbiology, Braunschweig 38106, Germany
| | - Liam D. H. Elbourne
- Macquarie University, Department of Chemistry and Biomolecular Sciences, Sydney 2109, Australia
| | - Ian Paulsen
- Macquarie University, Department of Chemistry and Biomolecular Sciences, Sydney 2109, Australia
| | - Rebekka Biedendieck
- Technische Universität Braunschweig, Institute of Microbiology, Braunschweig 38106, Germany
| | - Christopher Braun
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
| | - Scott Grayburn
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
| | - Sourabh Dhingra
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
| | - Vitaliy Lukyanchuk
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
| | - Barbara Ball
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
| | - Riaz Ul-Qamar
- Technische Universität Braunschweig, Institute of Microbiology, Braunschweig 38106, Germany
| | - Jürgen Seibel
- Julius-Maximilians-Universität Würzburg, Institute of Organic Chemistry, Würzburg 97074, Germany
| | - Erhard Bremer
- Philipps-Universität Marburg, Laboratory for Molecular Microbiology, Marburg 35043, Germany
| | - Dieter Jahn
- Technische Universität Braunschweig, Institute of Microbiology, Braunschweig 38106, Germany
| | - Jacques Ravel
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland, School of Medicine, Baltimore, Maryland 21201
| | - Patricia S. Vary
- Northern Illinois University, Department of Biological Sciences, DeKalb, Illinois 60115
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David F, Berger A, Hänsch R, Rohde M, Franco-Lara E. Single cell analysis applied to antibody fragment production with Bacillus megaterium: development of advanced physiology and bioprocess state estimation tools. Microb Cell Fact 2011; 10:23. [PMID: 21496219 PMCID: PMC3101136 DOI: 10.1186/1475-2859-10-23] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Accepted: 04/15/2011] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Single cell analysis for bioprocess monitoring is an important tool to gain deeper insights into particular cell behavior and population dynamics of production processes and can be very useful for discrimination of the real bottleneck between product biosynthesis and secretion, respectively. RESULTS Here different dyes for viability estimation considering membrane potential (DiOC2(3), DiBAC4(3), DiOC6(3)) and cell integrity (DiBAC4(3)/PI, Syto9/PI) were successfully evaluated for Bacillus megaterium cell characterization. It was possible to establish an appropriate assay to measure the production intensities of single cells revealing certain product secretion dynamics. Methods were tested regarding their sensitivity by evaluating fluorescence surface density and fluorescent specific concentration in relation to the electronic cell volume. The assays established were applied at different stages of a bioprocess where the antibody fragment D1.3 scFv production and secretion by B. megaterium was studied. CONCLUSIONS It was possible to distinguish between live, metabolic active, depolarized, dormant, and dead cells and to discriminate between high and low productive cells. The methods were shown to be suitable tools for process monitoring at single cell level allowing a better process understanding, increasing robustness and forming a firm basis for physiology-based analysis and optimization with the general application for bioprocess development.
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Affiliation(s)
- Florian David
- Institute of Biochemical Engineering, Technische Universität Braunschweig, Germany
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27
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Influence of the hydromechanical stress and temperature on growth and antibody fragment production with Bacillus megaterium. Appl Microbiol Biotechnol 2011; 91:81-90. [DOI: 10.1007/s00253-011-3193-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2010] [Revised: 02/19/2011] [Accepted: 02/20/2011] [Indexed: 01/28/2023]
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28
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Biedendieck R, Borgmeier C, Bunk B, Stammen S, Scherling C, Meinhardt F, Wittmann C, Jahn D. Systems biology of recombinant protein production using Bacillus megaterium. Methods Enzymol 2011; 500:165-95. [PMID: 21943898 DOI: 10.1016/b978-0-12-385118-5.00010-4] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The Gram-negative bacterium Escherichia coli is the most widely used production host for recombinant proteins in both academia and industry. The Gram-positive bacterium Bacillus megaterium represents an increasingly used alternative for high yield intra- and extracellular protein synthesis. During the past two decades, multiple tools including gene expression plasmids and production strains have been developed. Introduction of free replicating and integrative plasmids into B. megaterium is possible via protoplasts transformation or transconjugation. Using His(6)- and StrepII affinity tags, the intra- or extracellular produced proteins can easily be purified in one-step procedures. Different gene expression systems based on the xylose controlled promoter P(xylA) and various phage RNA polymerase (T7, SP6, K1E) driven systems enable B. megaterium to produce up to 1.25g of recombinant protein per liter. Biomass concentrations of up to 80g/l can be achieved by high cell density cultivations in bioreactors. Gene knockouts and gene replacements in B. megaterium are possible via an optimized gene disruption system. For a safe application in industry, sporulation and protease-deficient as well as UV-sensitive mutants are available. With the help of the recently published B. megaterium genome sequence, it is possible to characterize bottle necks in the protein production process via systems biology approaches based on transcriptome, proteome, metabolome, and fluxome data. The bioinformatical platform (Megabac, http://www.megabac.tu-bs.de) integrates obtained theoretical and experimental data.
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Affiliation(s)
- Rebekka Biedendieck
- Institute of Microbiology, Technische Universität Braunschweig, Spielmannstrasse 7, Braunschweig, Germany
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29
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Bunk B, Schulz A, Stammen S, Münch R, Warren MJ, Rohde M, Jahn D, Biedendieck R. A short story about a big magic bug. Bioeng Bugs 2010; 1:85-91. [PMID: 21326933 PMCID: PMC3026448 DOI: 10.4161/bbug.1.2.11101] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2009] [Accepted: 01/04/2010] [Indexed: 11/19/2022] Open
Abstract
Bacillus megaterium, the "big beast," is a Gram-positive bacterium with a size of 4 × 1.5 µm. During the last years, it became more and more popular in the field of biotechnology for its recombinant protein production capacity. For the purpose of intra- as well as extracellular protein synthesis several vectors were constructed and commercialized (MoBiTec GmbH, Germany). On the basis of two compatible vectors, a T7 RNA polymerase driven protein production system was established. Vectors for chromosomal integration enable the direct manipulation of the genome. The vitamin B(12) biosynthesis of B. megaterium served as a model for the systematic development of a production strain using these tools. For this purpose, the overexpression of chromosomal and plasmid encoded genes and operons, the synthesis of anti-sense RNA for gene silencing, the removal of inhibitory regulatory elements in combination with the utilization of strong promoters, directed protein design, and the recombinant production of B(12) binding proteins to overcome feedback inhibition were successfully employed. For further system biotechnology based optimization strategies the genome sequence will provide a closer look into genomic capacities of B. megaterium. DNA arrays are available. Proteome, fluxome and metabolome analyses are possible. All data can be integrated by using a novel bioinformatics platform. Finally, the size of the "big beast" B. megaterium invites for cell biology research projects. All these features provide a solid basis for challenging biotechnological approaches.
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Affiliation(s)
- Boyke Bunk
- Institute of Microbiology; Technische Universität Braunschweig; Braunschweig, Germany
| | | | - Simon Stammen
- Institute of Microbiology; Technische Universität Braunschweig; Braunschweig, Germany
| | - Richard Münch
- Institute of Microbiology; Technische Universität Braunschweig; Braunschweig, Germany
| | - Martin J Warren
- Protein Science Group; Department of Biosciences; University of Kent; Canterbury, Kent UK
| | - Manfred Rohde
- Department of Microbial Pathogenesis; HZ1-Helmholtz Ceter for Infection Research; Braunschweig, Germany
| | - Dieter Jahn
- Institute of Microbiology; Technische Universität Braunschweig; Braunschweig, Germany
| | - Rebekka Biedendieck
- Protein Science Group; Department of Biosciences; University of Kent; Canterbury, Kent UK
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Biedendieck R, Bunk B, Fürch T, Franco-Lara E, Jahn M, Jahn D. Systems biology of recombinant protein production in Bacillus megaterium. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2010; 120:133-161. [PMID: 20140656 DOI: 10.1007/10_2009_62] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Over the last two decades the Gram-positive bacterium Bacillus megaterium was systematically developed to a useful alternative protein production host. Multiple vector systems for high yield intra- and extracellular protein production were constructed. Strong inducible promoters were combined with DNA sequences for optimised ribosome binding sites, various leader peptides for protein export and N- as well as C-terminal affinity tags for affinity chromatographic purification of the desired protein. High cell density cultivation and recombinant protein production were successfully tested. For further system biology based control and optimisation of the production process the genomes of two B. megaterium strains were completely elucidated, DNA arrays designed, proteome, fluxome and metabolome analyses performed and all data integrated using the bioinformatics platform MEGABAC. Now, solid theoretical and experimental bases for primary modeling attempts of the production process are available.
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Affiliation(s)
- Rebekka Biedendieck
- Protein Science Group, Department of Biosciences, University of Kent, Canterbury, Kent, CT27NJ, UK
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31
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An efficient method for N-acetyl-d-neuraminic acid production using coupled bacterial cells with a safe temperature-induced system. Appl Microbiol Biotechnol 2009; 86:481-9. [DOI: 10.1007/s00253-009-2302-3] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2009] [Revised: 10/07/2009] [Accepted: 10/07/2009] [Indexed: 10/20/2022]
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32
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