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Mohamadzadeh M, Ghiasi M, Aghamollaei H. Optimization of plasmid electrotransformation into Bacillus subtilis using an antibacterial peptide. Arch Microbiol 2024; 206:116. [PMID: 38388903 DOI: 10.1007/s00203-024-03847-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 01/11/2024] [Accepted: 01/13/2024] [Indexed: 02/24/2024]
Abstract
Bacillus subtilis can potentially serve as an efficient expression host for biotechnology due to its ability to secrete extracellular proteins and enzymes directly into the culture medium. One of the important challenges in the biotechnology industry is to optimize the transformation conditions of B. subtilis bacteria. This study aims to provide a new method to optimize the transformation conditions and improve the transformation efficiency of B. subtilis WB600. To increase the transformation efficiency in B. subtilis, two methods of adding CM11 antibacterial peptides to the bacterial medium along with electroporation and optimizing the variables including the growth medium composition, time to adding CM11 peptide, electroporation voltage, recovery medium, and cell recovery time are used. The results of this study showed that the addition of antimicrobial peptides (AMPs) with a concentration of 2 μg/ml increases the transformation efficiency by 4 times compared to the absence of AMP in the bacterial medium. Additionally, the findings from our study indicated that the most optimal rate of transformation for B. subtilis was observed at a voltage of 7.5 kV/cm, with a recovery period of 12 h. With the optimized method, the transformation efficiency came up to 1.69 × 104 CFU/µg DNA. This improvement in transformation efficiency will be attributed to the research of expression of exogenous genes in B. subtilis, gene library construction for transformation of wild-type B. subtilis strains.
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Affiliation(s)
| | - Mohsen Ghiasi
- Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Cellular and Molecular Biology, Faculty of Advanced Science and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Hossein Aghamollaei
- Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran.
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Foulquier C, Huang CN, Nguyen NPT, Thiel A, Wilding-Steel T, Soula J, Yoo M, Ehrenreich A, Meynial-Salles I, Liebl W, Soucaille P. An efficient method for markerless mutant generation by allelic exchange in Clostridium acetobutylicum and Clostridium saccharobutylicum using suicide vectors. BIOTECHNOLOGY FOR BIOFUELS 2019; 12:31. [PMID: 30809274 PMCID: PMC6375146 DOI: 10.1186/s13068-019-1364-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Accepted: 01/29/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Clostridium acetobutylicum and Clostridium saccharobutylicum are Gram-positive, spore-forming, anaerobic bacterium capable of converting various sugars and polysaccharides into solvents (acetone, butanol, and ethanol). The sequencing of their genomes has prompted new approaches to genetic analysis, functional genomics, and metabolic engineering to develop industrial strains for the production of biofuels and bulk chemicals. RESULTS The method used in this paper to knock-out, knock-in, or edit genes in C. acetobutylicum and C. saccharobutylicum combines an improved electroporation method with the use of (i) restrictionless Δupp (which encodes uracil phosphoribosyl-transferase) strains and (ii) very small suicide vectors containing a markerless deletion/insertion cassette, an antibiotic resistance gene (for the selection of the first crossing-over) and upp (from C. acetobutylicum) for subsequent use as a counterselectable marker with the aid of 5-fluorouracil (5-FU) to promote the second crossing-over. This method was successfully used to both delete genes and edit genes in both C. acetobutylicum and C. saccharobutylicum. Among the edited genes, a mutation in the spo0A gene that abolished solvent formation in C. acetobutylicum was introduced in C. saccharobutylicum and shown to produce the same effect. CONCLUSIONS The method described in this study will be useful for functional genomic studies and for the development of industrial strains for the production of biofuels and bulk chemicals.
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Affiliation(s)
- Celine Foulquier
- LISBP, INSA, University of Toulouse, 135 Avenue de Rangueil, 31077 Toulouse Cedex, France
| | - Ching-Ning Huang
- Chair of Microbiology, Technical University Munchen, Emil-Ramann-Str. 4, 85354 Freising, Germany
| | - Ngoc-Phuong-Thao Nguyen
- LISBP, INSA, University of Toulouse, 135 Avenue de Rangueil, 31077 Toulouse Cedex, France
- Tan Tao University, School of Medicine, University Avenue, Tan Duc e-City, Duc Hoa, Vietnam
| | - Axel Thiel
- LISBP, INSA, University of Toulouse, 135 Avenue de Rangueil, 31077 Toulouse Cedex, France
| | - Tom Wilding-Steel
- LISBP, INSA, University of Toulouse, 135 Avenue de Rangueil, 31077 Toulouse Cedex, France
| | - Julie Soula
- LISBP, INSA, University of Toulouse, 135 Avenue de Rangueil, 31077 Toulouse Cedex, France
| | - Minyeong Yoo
- LISBP, INSA, University of Toulouse, 135 Avenue de Rangueil, 31077 Toulouse Cedex, France
- BBSRC/EPSRC Synthetic Biology Research Centre, School of Life Sciences, Centre for Biomolecular Sciences, University of Nottingham, University Blvd, Nottingham, NG7 2JE UK
| | - Armin Ehrenreich
- Chair of Microbiology, Technical University Munchen, Emil-Ramann-Str. 4, 85354 Freising, Germany
| | | | - Wolfgang Liebl
- Chair of Microbiology, Technical University Munchen, Emil-Ramann-Str. 4, 85354 Freising, Germany
| | - Philippe Soucaille
- LISBP, INSA, University of Toulouse, 135 Avenue de Rangueil, 31077 Toulouse Cedex, France
- BBSRC/EPSRC Synthetic Biology Research Centre, School of Life Sciences, Centre for Biomolecular Sciences, University of Nottingham, University Blvd, Nottingham, NG7 2JE UK
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Development of an efficient electroporation method for iturin A-producing Bacillus subtilis ZK. Int J Mol Sci 2015; 16:7334-51. [PMID: 25837631 PMCID: PMC4425020 DOI: 10.3390/ijms16047334] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Revised: 02/09/2015] [Accepted: 02/11/2015] [Indexed: 01/05/2023] Open
Abstract
In order to efficiently introduce DNA into B. subtilis ZK, which produces iturin A at a high level, we optimized seven electroporation conditions and explored an efficient electroporation method. Using the optimal conditions, the electroporation efficiency was improved to 1.03 × 107 transformants/μg of DNA, an approximately 10,000-fold increase in electroporation efficiency. This efficiency is the highest electroporation efficiency for B. subtilis and enables the construction of a directed evolution library or the knockout of a gene in B. subtilis ZK for molecular genetics studies. In the optimization process, the combined effects of three types of wall-weakening agents were evaluated using a response surface methodology (RSM) design, which led to a two orders of magnitude increase in electroporation efficiency. To the best of our limited knowledge, this study provides the first demonstration of using an RSM design for optimization of the electroporation conditions for B. subtilis. To validate the electroporation efficiency, a case study was performed and a gene (rapC) was inactivated in B. subtilis ZK using a suicide plasmid pMUTIN4. Moreover, we found that the rapC mutants exhibited a marked decrease in iturin A production, suggesting that the rapC gene was closely related to the iturin A production.
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Pyne ME, Moo-Young M, Chung DA, Chou CP. Development of an electrotransformation protocol for genetic manipulation of Clostridium pasteurianum. BIOTECHNOLOGY FOR BIOFUELS 2013; 6:50. [PMID: 23570573 PMCID: PMC3658993 DOI: 10.1186/1754-6834-6-50] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/11/2013] [Accepted: 04/04/2013] [Indexed: 05/13/2023]
Abstract
BACKGROUND Reducing the production cost of, and increasing revenues from, industrial biofuels will greatly facilitate their proliferation and co-integration with fossil fuels. The cost of feedstock is the largest cost in most fermentation bioprocesses and therefore represents an important target for cost reduction. Meanwhile, the biorefinery concept advocates revenue growth through complete utilization of by-products generated during biofuel production. Taken together, the production of biofuels from low-cost crude glycerol, available in oversupply as a by-product of bioethanol production, in the form of thin stillage, and biodiesel production, embodies a remarkable opportunity to advance affordable biofuel development. However, few bacterial species possess the natural capacity to convert glycerol as a sole source of carbon and energy into value-added bioproducts. Of particular interest is the anaerobe Clostridium pasteurianum, the only microorganism known to convert glycerol alone directly into butanol, which currently holds immense promise as a high-energy biofuel and bulk chemical. Unfortunately, genetic and metabolic engineering of C. pasteurianum has been fundamentally impeded due to lack of an efficient method for deoxyribonucleic acid (DNA) transfer. RESULTS This work reports the development of an electrotransformation protocol permitting high-level DNA transfer to C. pasteurianum ATCC 6013 together with accompanying selection markers and vector components. The CpaAI restriction-modification system was found to be a major barrier to DNA delivery into C. pasteurianum which we overcame by in vivo methylation of the recognition site (5'-CGCG-3') using the M.FnuDII methyltransferase. With proper selection of the replication origin and antibiotic-resistance marker, we initially electroporated methylated DNA into C. pasteurianum at a low efficiency of 2.4 × 101 transformants μg-1 DNA by utilizing conditions common to other clostridial electroporations. Systematic investigation of various parameters involved in the cell growth, washing and pulse delivery, and outgrowth phases of the electrotransformation procedure significantly elevated the electrotransformation efficiency, up to 7.5 × 104 transformants μg-1 DNA, an increase of approximately three order of magnitude. Key factors affecting the electrotransformation efficiency include cell-wall-weakening using glycine, ethanol-mediated membrane solubilization, field strength of the electric pulse, and sucrose osmoprotection. CONCLUSIONS C. pasteurianum ATCC 6013 can be electrotransformed at a high efficiency using appropriately methylated plasmid DNA. The electrotransformation method and tools reported here should promote extensive genetic manipulation and metabolic engineering of this biotechnologically important bacterium.
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Affiliation(s)
- Michael E Pyne
- Department of Chemical Engineering, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
| | - Murray Moo-Young
- Department of Chemical Engineering, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
| | - Duane A Chung
- Department of Chemical Engineering, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
- Centurion Biofuels, Corp., Rm. 5113 Michael G. DeGroote Centre for Learning and Discovery, 1280 Main Street West, Hamilton, ON, L8S 4K1, Canada
| | - C Perry Chou
- Department of Chemical Engineering, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
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Wen S, Yang J, Tan T. Full-length single-stranded PCR product mediated chromosomal integration in intact Bacillus subtilis. J Microbiol Methods 2013. [DOI: 10.1016/j.mimet.2012.11.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Lu YP, Zhang C, Lv F, Bie X, Lu ZX. Study on the electro-transformation conditions of improving transformation efficiency for Bacillus subtilis. Lett Appl Microbiol 2012; 55:9-14. [DOI: 10.1111/j.1472-765x.2012.03249.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Zhang H, Li Y, Chen X, Sheng H, An L. Optimization of electroporation conditions for Arthrobacter with plasmid PART2. J Microbiol Methods 2010; 84:114-20. [PMID: 21078345 DOI: 10.1016/j.mimet.2010.11.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2010] [Revised: 11/05/2010] [Accepted: 11/07/2010] [Indexed: 11/19/2022]
Abstract
A prerequisite for genetic studies of Arthrobacter is a high efficiency transformation system that allows for DNA transfer, transposon mutagenesis, and expression of specific genes. In this study, we develop a detailed electroporation method through a systematic examination of the factors involved in the entire electroporation process. Key features of this procedure, including the addition of penicillin to cells during the early log phase of growth and the presence of 0.5M sorbitol in the electroporation and recovery media, produced the greatest increases in transformation efficiency and consistency of results. The transformation rate also varied depending on the electrical parameters, DNA concentration, and recovery time period. Using optimum conditions, we generally achieved an efficiency of 6.8 × 10(7) transformants per microgram of PART2 for Arthrobacter sp. A3. This protocol was also successfully applied to other Arthrobacter species. Therefore, we conclude that the proposed method is rapid, simple and convenient, which allows a transformation trial to be accomplished in minutes.
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Affiliation(s)
- Haihong Zhang
- Key Laboratory of Arid and Grassland Agroecology of Ministry of Education, School of Life Sciences, Lanzhou University, Lanzhou 730000, People's Republic of China
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Methodologies to increase the transformation efficiencies and the range of bacteria that can be transformed. Appl Microbiol Biotechnol 2009; 85:1301-13. [DOI: 10.1007/s00253-009-2349-1] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2009] [Revised: 11/06/2009] [Accepted: 11/07/2009] [Indexed: 10/20/2022]
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Povelainen M, Miasnikov AN. Production of xylitol by metabolically engineered strains of Bacillus subtilis. J Biotechnol 2007; 128:24-31. [PMID: 17079043 DOI: 10.1016/j.jbiotec.2006.09.008] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2006] [Revised: 08/31/2006] [Accepted: 09/14/2006] [Indexed: 10/24/2022]
Abstract
Xylitol-phosphate dehydrogenase (XPDH) genes from several Gram-positive bacteria were isolated and expressed in Bacillus subtilis. The substrate specificities of the recombinant XPDH enzymes were compared and it was found that the XPDH enzymes of Lactobacillus rhamnosus and Clostridium difficile had the highest selectivity towards D-xylulose 5-phosphate. Expression of these two XPDH enzymes in D-ribulose and D-xylulose producing B. subtilis strain resulted in strains of B. subtilis capable of converting D-glucose into xylitol at around 23% yield.
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Affiliation(s)
- Mira Povelainen
- Danisco Innovation, Sokeritehtaantie 20, 02460 Kantvik, Finland.
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Turgeon N, Laflamme C, Ho J, Duchaine C. Elaboration of an electroporation protocol for Bacillus cereus ATCC 14579. J Microbiol Methods 2006; 67:543-8. [PMID: 16820234 DOI: 10.1016/j.mimet.2006.05.005] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2006] [Revised: 05/16/2006] [Accepted: 05/16/2006] [Indexed: 11/26/2022]
Abstract
An electro-transformation procedure was established for Bacillus cereus ATCC 14579. Using early growth-stage culture and high electric field, the ectroporation efficiency was up to 2 x 10(9) cfu microg(-1) ml(-1) with pC194 plasmid DNA. The procedure was tested with three other plasmids, of various sizes, replication mechanisms and selection markers, and the transformation efficiencies ranged between 2 x 10(6) and 1 x 10(8) cfu microg(-1) ml(-)(1). The effects of two wall-weakening agents on electroporation rates were also evaluated. The transformation rate that was reached with our procedure is 10(3) times higher than that previously obtained with members of the Bacillus genus with similar plasmids, and 10(6) times superior than that achieved with available protocols for B. cereus. The proposed method is quick, simple, efficient with small rolling circle plasmids and large theta replicating plasmids with low copy number per cell, and suitable for many genetic manipulations that are not possible without high-efficiency transformation protocols.
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Affiliation(s)
- Nathalie Turgeon
- Institut universitaire de cardiologie et de pneumologie, Hôpital Laval, Université Laval, Quebec City, Québec, Canada
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Povelainen M, Miasnikov AN. Production ofD-arabitol by a metabolic engineered strain ofBacillus subtilis. Biotechnol J 2006; 1:214-9. [PMID: 16892251 DOI: 10.1002/biot.200500035] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
A novel method for D-arabitol production with a metabolically engineered Bacillus subtilis strain is described. A known transketolase-deficient and D-ribose-producing mutant of B. subtilis (ATCC 31094) was further modified by disruption of its rpi (D-ribose phosphate isomerase) gene to create a D-ribulose- and D-xylulose-producing B. subtilis strain. Expression of the D-arabitol phosphate dehydrogenase gene of Enterococcus avium in the D-ribulose- and D-xylulose-producing strain resulted in a strain of B. subtilis capable of converting D-glucose to D-arabitol with a high yield (38%) and little by-product formation.
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Affiliation(s)
- Mira Povelainen
- Danisco Innovation, Sokeritehtaantie 20, 02460 Kantvik, Finland.
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Lin CF, Chung TC. Cloning of erythromycin-resistance determinants and replication origins from indigenous plasmids of Lactobacillus reuteri for potential use in construction of cloning vectors. Plasmid 1999; 42:31-41. [PMID: 10413663 DOI: 10.1006/plas.1999.1402] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Lactobacillus reuteri L1 and N16 strains contain a 7.0-kb plasmid (pTE80) and a 15-kb plasmid (pTE15), respectively, encoding resistance to erythromycin (Em(r)). Physical maps of both plasmids were established. Nucleotide sequences of the genetic determinants encoding Em(r) on pTE80 and pTE15 revealed the existence of a very similar (ca. 99% nucleotide sequence and ca. 98% amino acid sequence identity) open reading frame for an Em(r) transmethylase gene (erm) in both plasmids. These structural erm genes, 753 and 750 bp in length, respectively, were highly related (ca. 98% nucleotide sequence and ca. 97% amino acid sequence identity) to the erm gene of L. fermentum plasmid pLEM3. Sequence analysis showed that these two erm genes from pTE80 and pTE15 could be categorized under the ermB (ermAM) class. These are the first members of the ermB (ermAM) class of Em(r) determinant from L. reuteri to be characterized at the nucleotide sequence level. The Em(r) gene from pTE80 (erm80) was then ligated into pUC18/19 to construct replication origin (RO)-screening vectors pUE80(+) and pUE80(-) (pUE80(+/-)). These plasmids contain the pUC18/19-derived multiple cloning site, ampicillin-resistance trait, and the LacZ' gene, which enable direct screening for recombinants in Escherichia coli. Once the recombinant contains a RO from L. reuteri, the Em(r) trait of erm80 is used as a selection marker for the replication of the chimeric plasmid as it is transformed into L. reuteri using the cloned RO as a replicon. Replication regions from pTE80 and pTE15 were successfully cloned into the constructed vector pUE80(-). The RO cloned from pTE80 was further identified as being highly stable in L. reuteri and also bearing a relatively narrow host range compared with that of pTE15. The Em(r) determinant (erm80) and RO cloned from pTE80 could be used in the future construction of derivatives of cloning vectors for this microbe. Moreover, the pUE80(+/-) and pTE80-RO constructed in this study have the potential to be developed as a suicide vector and an E. coli-L. reuteri shuttle vector, respectively.
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Affiliation(s)
- C F Lin
- Department of Veterinary Medicine, National Chung-Hsing University, Taichung, Taiwan, ROC
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Xue GP, Johnson JS, Dalrymple BP. High osmolarity improves the electro-transformation efficiency of the gram-positive bacteria Bacillus subtilis and Bacillus licheniformis. J Microbiol Methods 1999. [DOI: 10.1016/s0167-7012(98)00087-6] [Citation(s) in RCA: 107] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Szostková M, Horáková D. The effect of plasmid DNA sizes and other factors on electrotransformation of Escherichia coli JM109. ACTA ACUST UNITED AC 1998. [DOI: 10.1016/s0302-4598(98)00203-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Korányi P, Burg K, Berényi M. Stable electrotransformation of symbiont candidate diazotrophic bacterium with plasmids carrying selectable and screenable marker genes. Res Microbiol 1998; 149:361-72. [PMID: 9766236 DOI: 10.1016/s0923-2508(98)80441-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Nitrogen-fixing symbioses had been established between the originally asymbiotic soil bacterium Azotobacter vinelandii CCM289 and different lower and higher plant species. Better characterization and further development of such artificial systems require a reliable genetic transformation method for the introduction of marker genes into symbiont candidates. The performance of electroporation was evaluated using pJB3 (4.8 kb), pBI121 (12.8 kb) and pFAJ31.2 (24 kb) plasmid DNAs containing selectable (Ap, Km, Tc) and screenable (gusA, lacZ) marker genes. The adapted methods for the preparation of transformation-competent azotobacters and their electroporation (18 kV/cm electric field strength, 5 ms time constant, 0 degree C) provided up to 6.8 x 10(5) transformants per microgram plasmid DNA, which is about 10(3) times the transformation efficiency achieved in control experiments. No electrotransformants were obtained with the 24-kb pFAJ31.2. The size of plasmid DNA did not significantly affect the efficiency of transformation. Transformants were able to grow at antibiotic concentrations that were 100-200 times greater than the lowest amounts that completely inhibited the growth of wild-type bacteria. A constitutive expression of gusA gene was observed in transformants with the CaMV 35S promoter-gusA fusion containing pBI121, while lacZ expression was not detected under the control of the lac promoter in pJB3 transformants. Electroporated plasmids were reisolated from transformants in their original form, while non-transformed bacteria did not contain indigenous plasmids. PCR amplification and Southern DNA blot hybridization showed the integration of plasmid DNA into the host genome as well. Transformants retained their nitrogen-fixing ability and had normal morphological and growth characteristics. Experimental findings proved the stable maintenance of plasmid DNA in azotobacters, making possible the routine transformation and detection of these symbiont candidates.
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Affiliation(s)
- P Korányi
- Department of Agricultural Research and Biotechnology, Austrian Research Center Seibersdorf, Austria
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