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Wang L, Peng R, Tian Y, Gao J, Wang B, Yao Q. A thermostable 5-enolpyruvylshikimate-3-phosphate synthase from Thermotoga maritima enhances glyphosate tolerance in Escherichia coli and transgenic Arabidopsis. Extremophiles 2019; 23:659-667. [PMID: 31338597 DOI: 10.1007/s00792-019-01118-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Accepted: 07/09/2019] [Indexed: 10/26/2022]
Abstract
5-Enolpyruvylshikimate-3-phosphate synthase (EPSPS) overexpression, attempting to provide excess EPSPS to combine with glyphosate, is one way to improve glyphosate resistance of plants. The EPSPS in extremophiles which is selected by nature to withstand the evolutionary pressure may possess some potential-specific biological functions. In this study, we reported the cloning, expression and enzymatic characterization of a novel Class II EPSPS AroAT. maritima from Thermotoga maritima MSB8. The enzyme showed low sequence identities with other EPSPSs, and was one of the most thermostable EPSPSs so far, which showed the optimum enzyme activity at 80 °C. The enzyme maintains the activity below 50 °C and in a wide range of pH 4.0-10, which indicated its stability under rough environment, especially in tropical regions and alkaline soil. Excellent Ki/Km value of AroAT. maritima suggested that the enzyme showed powerful competitive binding capacity of PEP over glyphosate and high glyphosate tolerance. Furthermore, aroAT. maritima gene was transformed into Arabidopsis thaliana. The transgenic lines were resistant to 15 mM glyphosate, which proved the application value in the cultivation of glyphosate-tolerant plants.
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Affiliation(s)
- Lijuan Wang
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, China
| | - Rihe Peng
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, China
| | - Yongsheng Tian
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, China
| | - Jianjie Gao
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, China
| | - Bo Wang
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, China
| | - Quanhong Yao
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, China.
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Han B, Hou Y, Jiang T, Lv B, Zhao L, Feng X, Li C. Computation-Aided Rational Deletion of C-Terminal Region Improved the Stability, Activity, and Expression Level of GH2 β-Glucuronidase. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:11380-11389. [PMID: 30296070 DOI: 10.1021/acs.jafc.8b03449] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
In this study, computation-aided design on the basis of structural analysis was employed to rationally identify a highly dynamic C-terminal region that regulates the stability, expression level, and activity of a GH2 fungal glucuronidase from Aspergillus oryzae Li-3 (PGUS). Then, four mutants with a precisely truncated C-terminal region in different lengths were constructed; among them, mutant D591-604 with a 3.8-fold increase in half-life at 65 °C and a 6.8 kJ/mol increase in Gibbs free energy showed obviously improved kinetic and thermodynamic stability in comparison to PGUS. Mutants D590-604 and D591-604 both showed approximately 2.4-fold increases in the catalytic efficiency kcat/ Km and 1.8-fold increases in the expression level. Additionally, the expression level of PGUS was doubled through a C-terminal region swap with bacterial GUS from E. coli (EGUS). Finally, the robust PGUS mutants D590-604 and D591-604 were applied in the preparation of glycyrrhetinic acid with 4.0- and 4.4-fold increases in concentration through glycyrrhizin hydrolysis by a fed-batch process.
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Affiliation(s)
- Beijia Han
- Institute for Synthetic Biosystem/Department of Biochemical Engineering, School of Chemistry and Chemical Engineering , Beijing Institute of Technology , Beijing 100081 , People's Republic of China
| | - Yuhui Hou
- Institute for Synthetic Biosystem/Department of Biochemical Engineering, School of Chemistry and Chemical Engineering , Beijing Institute of Technology , Beijing 100081 , People's Republic of China
| | - Tian Jiang
- Institute for Synthetic Biosystem/Department of Biochemical Engineering, School of Chemistry and Chemical Engineering , Beijing Institute of Technology , Beijing 100081 , People's Republic of China
| | - Bo Lv
- Institute for Synthetic Biosystem/Department of Biochemical Engineering, School of Chemistry and Chemical Engineering , Beijing Institute of Technology , Beijing 100081 , People's Republic of China
| | - Lina Zhao
- Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety , Institute of High Energy Physics, Chinese Academy of Sciences , Beijing 100049 , People's Republic of China
| | - Xudong Feng
- Institute for Synthetic Biosystem/Department of Biochemical Engineering, School of Chemistry and Chemical Engineering , Beijing Institute of Technology , Beijing 100081 , People's Republic of China
| | - Chun Li
- Institute for Synthetic Biosystem/Department of Biochemical Engineering, School of Chemistry and Chemical Engineering , Beijing Institute of Technology , Beijing 100081 , People's Republic of China
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Zhuang J, Li MY, Wu B, Liu YJ, Xiong AS. Arg156 in the AP2-Domain Exhibits the Highest Binding Activity among the 20 Individuals to the GCC Box in BnaERF-B3-hy15, a Mutant ERF Transcription Factor from Brassica napus. FRONTIERS IN PLANT SCIENCE 2016; 7:1603. [PMID: 27833627 PMCID: PMC5081391 DOI: 10.3389/fpls.2016.01603] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Accepted: 10/11/2016] [Indexed: 05/29/2023]
Abstract
To develop mutants of the ERF factor with more binding activities to the GCC box, we performed in vitro directed evolution by using DNA shuffling and screened mutants through yeast one-hybrid assay. Here, a series of mutants were obtained and used to reveal key amino acids that induce changes in the DNA binding activity of the BnaERF-B3 protein. With the BnaERF-B3-hy15 as the template, we produced 12 mutants which host individual mutation of potential key residues. We found that amino acid 156 is the key site, and the other 18 mutants host the 18 corresponding individual amino acid residues at site 156. Among the 20 individuals comprising WT (Gly156), Mu3 (Arg156), and 18 mutants with other 18 amino acid residues, Arg156 in the AP2-domain is the amino acid residue with the highest binding activity to the GCC box. The structure of the α-helix in the AP2-domain affects the binding activity. Other residues within AP2-domain modulated binding activity of ERF protein, suggesting that these positions are important for binding activity. Comparison of the mutant and wild-type transcription factors revealed the relationship of protein function and sequence modification. Our result provides a potential useful resource for understanding the trans-activation of ERF proteins.
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Feng X, Tang H, Han B, Lv B, Li C. Enhancing the Thermostability of β-Glucuronidase by Rationally Redesigning the Catalytic Domain Based on Sequence Alignment Strategy. Ind Eng Chem Res 2016. [DOI: 10.1021/acs.iecr.6b00535] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Xudong Feng
- School of Life Science, Beijing Institute of Technology, Beijing 100081, People’s Republic of China
| | - Heng Tang
- School of Life Science, Beijing Institute of Technology, Beijing 100081, People’s Republic of China
| | - Beijia Han
- School of Life Science, Beijing Institute of Technology, Beijing 100081, People’s Republic of China
| | - Bo Lv
- School of Life Science, Beijing Institute of Technology, Beijing 100081, People’s Republic of China
| | - Chun Li
- School of Life Science, Beijing Institute of Technology, Beijing 100081, People’s Republic of China
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Han H, Zhu B, Fu X, You S, Wang B, Li Z, Zhao W, Peng R, Yao Q. Overexpression of D-amino acid oxidase from Bradyrhizobium japonicum, enhances resistance to glyphosate in Arabidopsis thaliana. PLANT CELL REPORTS 2015; 34:2043-51. [PMID: 26350405 DOI: 10.1007/s00299-015-1850-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Revised: 07/21/2015] [Accepted: 07/27/2015] [Indexed: 05/17/2023]
Abstract
KEY MESSAGE The glyphosate resistance in Escherichia coli and Arabidopsis was due to D-amino acid oxidase expression. Transgenic glyphosate-resistant crops have a high percentage in the total area devoted to transgenic crops worldwide. D-amino acid oxidase (DAAO) can metabolize glyphosate by oxidative cleavage of the carbon-nitrogen bond on the carboxyl side and yield aminomethyl phosphonic acid and glyoxylate, which are less toxic to plants than glyphosate. To date, reports on the use of DAAO to enhance glyphosate resistance in plants are lacking. In this paper, we report synthesis, and codon usage optimization for plant expression, of the DAAO gene by successive polymerase chain reaction from Bradyrhizobium japonicum. To confirm the glyphosate resistance of the DAAO gene, the recombinant plasmid pYPX251 (GenBank Accession No: AY178046) harboring the wild-type DAAO gene was transformed into DH5α. The positive transformants grew well both on solid and in liquid M9 medium containing 200 mM glyphosate. The optimized DAAO gene was transformed into Arabidopsis and 9 days after application of 10 mM glyphosate, the 4-week-old wild-type plants all died; by contrast, transgenic plants could grow normally. The proline content and peroxidase activity showed that glyphosate could induce proline accumulation and produce reactive oxygen species.
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Affiliation(s)
- Hongjuan Han
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China
| | - Bo Zhu
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China
| | - Xiaoyan Fu
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China
| | - Shuanghong You
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China
- College of Horticulture Nanjing Agricultural University, Nanjing, 210095, People's Republic of China
| | - Bo Wang
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China
| | - Zhenjun Li
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China
| | - Wei Zhao
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China
| | - Rihe Peng
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China
| | - Quanhong Yao
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Agro-Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Rd, Shanghai, 201106, People's Republic of China.
- College of Horticulture Nanjing Agricultural University, Nanjing, 210095, People's Republic of China.
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Dey N, Sarkar S, Acharya S, Maiti IB. Synthetic promoters in planta. PLANTA 2015; 242:1077-94. [PMID: 26250538 DOI: 10.1007/s00425-015-2377-2] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2015] [Accepted: 07/22/2015] [Indexed: 05/03/2023]
Abstract
This paper reviews the importance, prospective and development of synthetic promoters reported in planta. A review of the synthetic promoters developed in planta would help researchers utilize the available resources and design new promoters to benefit fundamental research and agricultural applications. The demand for promoters for the improvement and application of transgenic techniques in research and agricultural production is increasing. Native/naturally occurring promoters have some limitations in terms of their induction conditions, transcription efficiency and size. The strength and specificity of native promoter can be tailored by manipulating its 'cis-architecture' by the use of several recombinant DNA technologies. Newly derived chimeric promoters with specific attributes are emerging as an efficient tool for plant molecular biology. In the last three decades, synthetic promoters have been used to regulate plant gene expression. To better understand synthetic promoters, in this article, we reviewed promoter structure, the scope of cis-engineering, strategies for their development, their importance in plant biology and the total number of such promoters (188) developed in planta to date; we then categorized them under different functional regimes as biotic stress-inducible, abiotic stress-inducible, light-responsive, chemical-inducible, hormone-inducible, constitutive and tissue-specific. Furthermore, we identified a set of 36 synthetic promoters that control multiple types of expression in planta. Additionally, we illustrated the differences between native and synthetic promoters and among different synthetic promoter in each group, especially in terms of efficiency and induction conditions. As a prospective of this review, the use of ideal synthetic promoters is one of the prime requirements for generating transgenic plants suitable for promoting sustainable agriculture and plant molecular farming.
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Affiliation(s)
- Nrisingha Dey
- Department of Gene Function and Regulation, Institute of Life Sciences, Department of Biotechnology, Government of India, Chandrasekharpur, Bhubaneswar, Odisha, India.
| | - Shayan Sarkar
- Department of Gene Function and Regulation, Institute of Life Sciences, Department of Biotechnology, Government of India, Chandrasekharpur, Bhubaneswar, Odisha, India
| | - Sefali Acharya
- Department of Gene Function and Regulation, Institute of Life Sciences, Department of Biotechnology, Government of India, Chandrasekharpur, Bhubaneswar, Odisha, India
| | - Indu B Maiti
- KTRDC, College of Agriculture-Food and Environment, University of Kentucky, Lexington, KY, 40546, USA
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Tian YS, Xu J, Zhao W, Xing XJ, Fu XY, Peng RH, Yao QH. Identification of a phosphinothricin-resistant mutant of rice glutamine synthetase using DNA shuffling. Sci Rep 2015; 5:15495. [PMID: 26492850 PMCID: PMC4616025 DOI: 10.1038/srep15495] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 09/18/2015] [Indexed: 11/13/2022] Open
Abstract
To date, only bar/pat gene derived from Streptomyces has been used to generate the commercial PPT-resistant crops currently available in the market. The limited source of bar/pat gene is probably what has caused the decrease in PPT-tolerance, which has become the main concern of those involved in field management programs. Although glutamine synthetase (GS) is the target enzyme of PPT, little study has been reported about engineering PPT-resistant plants with GS gene. Then, the plant-optimized GS gene from Oryza sativa (OsGS1S) was chemically synthesized in the present study by PTDS to identify a GS gene for developing PPT-tolerant plants. However, OsGS1S cannot be directly used for developing PPT-tolerant plants because of its poor PPT-resistance. Thus, we performed DNA shuffling on OsGS1S, and one highly PPT-resistant mutant with mutations in four amino acids (A63E, V193A, T293A and R295K) was isolated after three rounds of DNA shuffling and screening. Among the four amino acids substitutions, only R295K was identified as essential in altering PPT resistance. The R295K mutation has also never been previously reported as an important residue for PPT resistance. Furthermore, the mutant gene has been transformed into Saccharomyces cerevisiae and Arabidopsis to confirm its potential in developing PPT-resistant crops.
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Affiliation(s)
- Yong-Sheng Tian
- Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, Shanghai, 201106, China
- Shanghai Ruifeng Agricultural Science and Technology Co., Ltd, Shanghai, 201106, China
- College of horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Jing Xu
- Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, Shanghai, 201106, China
| | - Wei Zhao
- Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, Shanghai, 201106, China
| | - Xiao-Juan Xing
- College of horticulture, Shanxi Agricultural University, Taigu 030801, China
| | - Xiao-Yan Fu
- Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, Shanghai, 201106, China
| | - Ri-He Peng
- Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, Shanghai, 201106, China
| | - Quan-Hong Yao
- Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, Shanghai, 201106, China
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Wang L, Peng R, Tian Y, Han J, Zhao W, Wang B, Liu M, Yao Q. Characterization of a class II 5-enopyruvylshikimate-3-phosphate synthase with high tolerance to glyphosate from Sinorhizobium fredii. World J Microbiol Biotechnol 2014; 30:2967-73. [PMID: 25151150 DOI: 10.1007/s11274-014-1724-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Accepted: 08/16/2014] [Indexed: 10/24/2022]
Abstract
5-Enopyruvylshikimate-3-phosphate synthase (EPSP synthase) is an important enzyme in the shikimate pathway mediating the biosynthesis of aromatic compounds in plants and microorganisms. A novel class II EPSP synthase AroA S. fredii from Sinorhizobium fredii NGR234 was overexpressed in Escherichia coli BL21. It was purified to homogeneity and its catalytic properties were studied. The enzyme exhibited optimum catalytic activity at pH 8.0 and 50 °C. It was stable below 40 °C, and over a broad range of pH 5.0-9.0. The EPSP synthase was increasingly activated by 100 mM of the chlorides of NH4 (+), K(+), Na(+) and Li(+). Kinetic analysis of AroA S. fredii suggested that the enzyme exhibited a high glyphosate tolerance and high level of affinity for phosphoenolpyruvate, which indicates the enzyme with a high potential for structural and functional studies and its potential usage for the generation of transgenic crops resistant to the herbicide.
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Affiliation(s)
- Lijuan Wang
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, China,
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Expression and function of a modified AP2/ERF transcription factor from Brassica napus enhances cold tolerance in transgenic Arabidopsis. Mol Biotechnol 2013; 53:198-206. [PMID: 22351429 DOI: 10.1007/s12033-012-9515-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
One of the most rapid and effective defensive mechanisms plants have for protecting themselves, from a variety of biotic and abiotic stresses, is the regulation of plant signal transcription factors. AP2/ERF factors play an important role in plant development as well as in hormonal regulation and cold response. Directed evolution is a powerful tool to modify proteins, improving their properties, and for studying their structure-function relations. Here, the transgenic Arabidopsis plants over-expressed a mutant gene, BnaERF-B3-hy15-mu3, which encoded for a factor that exhibited more binding activity with the GCC box element than the wild-type gene BnaERF-B3-hy15 encode factor, and exhibited more freezing tolerance than transgenic plants containing the original BnaERF-B3-hy15 gene. Real-time PCR analyses also revealed that the expression levels of several stress-regulated genes were altered in the over-expressed BnaERF-B3-hy15-mu3 transgenic lines. The BnaERF-B3-hy15 responded to exogenous ABA. Using RT-PCR analysis, the expression of BnaERF-B3-hy15 at different stages and stress treatments were also analyzed.
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Tian YS, Xu J, Peng RH, Xiong AS, Xu H, Zhao W, Fu XY, Han HJ, Yao QH. Mutation by DNA shuffling of 5-enolpyruvylshikimate-3-phosphate synthase from Malus domestica for improved glyphosate resistance. PLANT BIOTECHNOLOGY JOURNAL 2013; 11:829-38. [PMID: 23759057 DOI: 10.1111/pbi.12074] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2012] [Revised: 02/27/2013] [Accepted: 03/02/2013] [Indexed: 05/09/2023]
Abstract
A new 5-enolpyruvylshikimate-3-phosphate synthase (EPSPS) gene from Malus domestica (MdEPSPS) was cloned and characterized by rapid amplification of cDNA ends to identify an EPSPS gene appropriate for the development of transgenic glyphosate-tolerant plants. However, wild-type MdEPSPS is not suitable for the development of transgenic glyphosate-tolerant plants because of its poor glyphosate resistance. Thus, we performed DNA shuffling on MdEPSPS, and one highly glyphosate-resistant mutant with mutations in eight amino acids (N63D, N86S, T101A, A187T, D230G, H317R, Y399R and C413A.) was identified after five rounds of DNA shuffling and screening. Among the eight amino acid substitutions on this mutant, only two residue changes (T101A and A187T) were identified by site-directed mutagenesis as essential and additive in altering glyphosate resistance, which was further confirmed by kinetic analyses. The single-site A187T mutation has also never been previously reported as an important residue for glyphosate resistance. Furthermore, transgenic rice was used to confirm the potential of MdEPSPS mutant in developing glyphosate-resistant crops.
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Affiliation(s)
- Yong-Sheng Tian
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, China
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Ranjan R, Patro S, Pradhan B, Kumar A, Maiti IB, Dey N. Development and functional analysis of novel genetic promoters using DNA shuffling, hybridization and a combination thereof. PLoS One 2012; 7:e31931. [PMID: 22431969 PMCID: PMC3303778 DOI: 10.1371/journal.pone.0031931] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2011] [Accepted: 01/16/2012] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Development of novel synthetic promoters with enhanced regulatory activity is of great value for a diverse range of plant biotechnology applications. METHODOLOGY Using the Figwort mosaic virus full-length transcript promoter (F) and the sub-genomic transcript promoter (FS) sequences, we generated two single shuffled promoter libraries (LssF and LssFS), two multiple shuffled promoter libraries (LmsFS-F and LmsF-FS), two hybrid promoters (FuasFScp and FSuasFcp) and two hybrid-shuffled promoter libraries (LhsFuasFScp and LhsFSuasFcp). Transient expression activities of approximately 50 shuffled promoter clones from each of these libraries were assayed in tobacco (Nicotiana tabacum cv. Xanthi) protoplasts. It was observed that most of the shuffled promoters showed reduced activity compared to the two parent promoters (F and FS) and the CaMV35S promoter. In silico studies (computer simulated analyses) revealed that the reduced promoter activities of the shuffled promoters could be due to their higher helical stability. On the contrary, the hybrid promoters FuasFScp and FSuasFcp showed enhanced activities compared to F, FS and CaMV 35S in both transient and transgenic Nicotiana tabacum and Arabidopsis plants. Northern-blot and qRT-PCR data revealed a positive correlation between transcription and enzymatic activity in transgenic tobacco plants expressing hybrid promoters. Histochemical/X-gluc staining of whole transgenic seedlings/tissue-sections and fluorescence images of ImaGene Green™ treated roots and stems expressing the GUS reporter gene under the control of the FuasFScp and FSuasFcp promoters also support the above findings. Furthermore, protein extracts made from protoplasts expressing the human defensin (HNP-1) gene driven by hybrid promoters showed enhanced antibacterial activity compared to the CaMV35S promoter. SIGNIFICANCE/CONCLUSION Both shuffled and hybrid promoters developed in the present study can be used as molecular tools to study the regulation of ectopic gene expression in plants.
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Affiliation(s)
- Rajiv Ranjan
- Department of Gene Function and Regulation, Institute of Life Sciences, Department of Biotechnology, Government of India, Chandrasekherpur, Bhubaneswar, Odisha, India
| | - Sunita Patro
- Department of Gene Function and Regulation, Institute of Life Sciences, Department of Biotechnology, Government of India, Chandrasekherpur, Bhubaneswar, Odisha, India
| | - Bhubaneswar Pradhan
- Department of Gene Function and Regulation, Institute of Life Sciences, Department of Biotechnology, Government of India, Chandrasekherpur, Bhubaneswar, Odisha, India
| | - Alok Kumar
- Department of Gene Function and Regulation, Institute of Life Sciences, Department of Biotechnology, Government of India, Chandrasekherpur, Bhubaneswar, Odisha, India
| | - Indu B. Maiti
- Kentucky Tobacco Research and Development Center (KTRDC), University of Kentucky, Lexington, Kentucky, United States of America
| | - Nrisingha Dey
- Department of Gene Function and Regulation, Institute of Life Sciences, Department of Biotechnology, Government of India, Chandrasekherpur, Bhubaneswar, Odisha, India
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Tian YS, Xu J, Xiong AS, Zhao W, Gao F, Fu XY, Peng RH, Yao QH. Functional characterization of Class II 5-enopyruvylshikimate-3-phosphate synthase from Halothermothrix orenii H168 in Escherichia coli and transgenic Arabidopsis. Appl Microbiol Biotechnol 2012; 93:241-50. [PMID: 21720820 DOI: 10.1007/s00253-011-3443-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2011] [Revised: 06/11/2011] [Accepted: 06/13/2011] [Indexed: 10/18/2022]
Abstract
Although a large number of AroA enzymes (5-enopyruvylshikimate-3-phosphate synthase [EPSPS]) have been identified, cloned and tested for glyphosate resistance, only AroA variants derived from Agrobacterium tumefaciens strain CP4 have been successfully used commercially. We have now used a polymerase chain reaction (PCR)-based two-step DNA synthesis (PTDS) method to synthesize an aroA gene (aroA(H. orenii)) from Halothermothrix orenii H168 encoding a new EPSPS similar to AroA(A. tumefaciens CP4.) AroA(H. orenii) was then expressed in Escherichia coli and key kinetic values of the purified enzyme were determined. Kinetic analysis of AroA(H. orenii) indicated that the full-length enzyme exhibited increased tolerance to glyphosate compared with E. coli AroA(E. coli) while retaining a high affinity for the substrate phosphoenolpyruvate. Transgenic Arabidopsis plants containing aroA(H. orenii) were resistant to 15 mM glyphosate. Site-directed mutagenesis showed that residues Thr355Ser affected the affinity of AroA(H. orenii) for glyphosate, providing further evidence that specific amino acid residues are responsible for differences in enzymatic behavior among different AroA enzymes.
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Affiliation(s)
- Yong-Sheng Tian
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, Shanghai, China
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Tian YS, Xu J, Xiong AS, Zhao W, Fu XY, Peng RH, Yao QH. Improvement of glyphosate resistance through concurrent mutations in three amino acids of the Ochrobactrum 5-enopyruvylshikimate-3-phosphate synthase. Appl Environ Microbiol 2011; 77:8409-14. [PMID: 21948846 PMCID: PMC3233053 DOI: 10.1128/aem.05271-11] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2011] [Accepted: 09/19/2011] [Indexed: 11/20/2022] Open
Abstract
A mutant of 5-enopyruvylshikimate-3-phosphate synthase from Ochrobactrum anthropi was identified after four rounds of DNA shuffling and screening. Its ability to restore the growth of the mutant ER2799 cell on an M9 minimal medium containing 300 mM glyphosate led to its identification. The mutant had mutations in seven amino acids: E145G, N163H, N267S, P318R, M377V, M425T, and P438L. Among these mutations, N267S, P318R, and M425T have never been previously reported as important residues for glyphosate resistance. However, in the present study they were found by site-directed mutagenesis to collectively contribute to the improvement of glyphosate tolerance. Kinetic analyses of these three mutants demonstrated that the effectiveness of these three individual amino acid alterations on glyphosate tolerance was in the order P318R > M425T > N267S. The results of the kinetic analyses combined with a three-dimensional structure modeling of the location of P318R and M425T demonstrate that the lower hemisphere's upper surface is possibly another important region for glyphosate resistance. Furthermore, the transgenic Arabidopsis was obtained to confirm the potential of the mutant in developing glyphosate-resistant crops.
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Affiliation(s)
| | | | - Ai-Sheng Xiong
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, People's Republic of China
| | - Wei Zhao
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, People's Republic of China
| | - Xiao-Yan Fu
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, People's Republic of China
| | - Ri-He Peng
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, People's Republic of China
| | - Quan-Hong Yao
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, People's Republic of China
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14
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Xiong AS, Peng RH, Zhuang J, Chen JM, Zhang B, Zhang J, Yao QH. A thermostable β-glucuronidase obtained by directed evolution as a reporter gene in transgenic plants. PLoS One 2011; 6:e26773. [PMID: 22096498 PMCID: PMC3212524 DOI: 10.1371/journal.pone.0026773] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2011] [Accepted: 10/03/2011] [Indexed: 11/18/2022] Open
Abstract
A β-glucuronidase variant, GUS-TR3337, that was obtained by directed evolution exhibited higher thermostability than the wild-type enzyme, GUS-WT. In this study, the utility of GUS-TR337 as an improved reporter was evaluated. The corresponding gus-tr3337 and gus-wt genes were independently cloned in a plant expression vector and introduced into Arabidopsis thaliana. With 4-MUG as a substrate, plants containing the gus-wt gene showed no detectable β-glucuronidase activity after exposure to 60°C for 10 min, while those hosting the gus-tr3337 gene retained 70% or 50% activity after exposure to 80°C for 10 min or 30 min, respectively. Similarly, in vivo β-glucuronidase activity could be demonstrated by using X-GLUC as a substrate in transgenic Arabidopsis plants hosting the gus-tr3337 gene that were exposed to 80°C for up to 30 min. Thus, the thermostability of GUS-TR3337 can be exploited to distinguish between endogenous and transgenic β-glucuronidase activity, which is a welcome improvement in its use as a reporter.
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Affiliation(s)
- Ai-Sheng Xiong
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing, China
- * E-mail: ,cn (A-SX); (JZ); (Q-HY)
| | - Ri-He Peng
- Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Jing Zhuang
- Alberta Innovates-Technology Futures, Vegreville, Alberta, Canada
| | - Jian-Min Chen
- College of Bioscience and Biotechnology, Yangzhou University, Yangzhou, China
| | - Bin Zhang
- Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, China
| | - Jian Zhang
- Alberta Innovates-Technology Futures, Vegreville, Alberta, Canada
- * E-mail: ,cn (A-SX); (JZ); (Q-HY)
| | - Quan-Hong Yao
- Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, China
- * E-mail: ,cn (A-SX); (JZ); (Q-HY)
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15
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Xiong AS, Peng RH, Zhuang J, Davies J, Zhang J, Yao QH. Advances in directed molecular evolution of reporter genes. Crit Rev Biotechnol 2011; 32:133-42. [DOI: 10.3109/07388551.2011.593503] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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16
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Jin XF, Zhu B, Peng RH, Jiang HH, Chen JM, Zhuang J, Zhang J, Yao QH, Xiong AS. Optimizing the binding activity of the AP2/ERF transcription factor with the GCC box element from Brassica napus by directed evolution. BMB Rep 2010; 43:567-72. [PMID: 20797320 DOI: 10.5483/bmbrep.2010.43.8.567] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In this study, we cloned the ERF-B3 subfamily transcription factor gene BnaERF-B3-hy15 from Brassica napus L. Huyou15. This 600 bp gene encodes a 199 amino acid classic ethylene responsive factor (ERF), which shown no binding or very weak binding GCC box-binding activity by the yeast one-hybrid assay. We used gene shuffling and the yeast one-hybrid system to obtain three mutated sequences that can bind to the GCC box. Sequence analysis indicated that two residues, Gly156 in the AP2 domain and Phe62 at the N-terminal domain were mutated to arginine and serine, respectively. Changes of Gly156 to arginine and Phe62 to serine increased the GCCbinding activity of BnaERF-B3-hy15 and the alter of Gly156 to arginine changed the AP2-domain structure of BnaERF-B3- hy15.
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Affiliation(s)
- Xiao-Fen Jin
- Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201106, China
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17
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Directed in vitro evolution of reporter genes based on semi-rational design and high-throughput screening. Methods Mol Biol 2010; 634:239-56. [PMID: 20676989 DOI: 10.1007/978-1-60761-652-8_18] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Marker genes, such as gusA, lacZ, and gfp, have been applied comprehensively in biological studies. Directed in vitro evolution provides a powerful tool for modifying genes and for studying gene structure, expression, and function. Here, we describe a strategy for directed in vitro evolution of reporter genes based on semi-rational design and high-throughput screening. The protocol involves two processes of DNA shuffling and screening. The first DNA shuffling and screening process involves eight steps: (1) amplifying the target gene by PCR, (2) cutting the product into random fragments with DNase I, (3) purification of 50-100 bp fragments, (4) reassembly of the fragments in a primerless PCR, (5) amplification of the reassembled product by primer PCR, (6) cloning into expression vector, (7) transformation of E. coli by electroporation, and (8) screening the target mutants using a nitrocellulose filter. The second DNA shuffling and screening process also involves the same eight steps, except that degenerate oligonucleotide primers are based on the sequence of the selected mutant.
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18
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A Cry1Ac toxin variant generated by directed evolution has enhanced toxicity against Lepidopteran insects. Curr Microbiol 2010; 62:358-65. [PMID: 20669019 DOI: 10.1007/s00284-010-9714-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2010] [Accepted: 07/05/2010] [Indexed: 01/19/2023]
Abstract
Cry1Ac insecticidal crystal proteins produced by Bacillus thuringiensis (Bt) have become an important natural biological agent for the control of lepidopteran insects. In this study, a cry1Ac toxin gene from Bacillus thuringiensis 4.0718 was modified by using error-prone PCR, staggered extension process (StEP) shuffling combined with Red/ET homologous recombination to investigate the insecticidal activity of delta-endotoxin Cry1Ac. A Cry1Ac toxin variant (designated as T524N) screened by insect bioassay showed increased insecticidal activity against Spodoptera exigua larvae while its original insecticidal activity against Helicoverpa armigera larvae was still retained. The mutant toxin T524N had one amino acid substitution at position 524 relative to the original Cry1Ac toxin, and it can accumulate within the acrystalliferous strain Cry-B and form more but a little smaller bipyramidal crystals than the original Cry1Ac toxin. Analysis of theoretical molecular models of mutant and original Cry1Ac proteins indicated that the mutation T524N located in the loop linking β16-β17 of domain III in Cry1Ac toxin happens in the fourth conserved block which is an arginine-rich region to form a highly hydrophobic surface involving interaction with receptor molecules. This study showed for the first time that single mutation T524N played an essential role in the insecticidal activity. This finding provides the biological evidence of the structural function of domain III in insecticidal activity of the Cry1Ac toxin, which probably leads to a deep understanding between the interaction of toxic proteins and receptor macromolecules.
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19
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Mutations in two amino acids in phyI1s from Aspergillus niger 113 improve its phytase activity. World J Microbiol Biotechnol 2009. [DOI: 10.1007/s11274-009-0251-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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20
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Xiong AS, Peng RH, Zhuang J, Gao F, Li Y, Cheng ZM, Yao QH. Chemical gene synthesis: strategies, softwares, error corrections, and applications. FEMS Microbiol Rev 2008; 32:522-40. [DOI: 10.1111/j.1574-6976.2008.00109.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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21
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Xiong AS, Peng RH, Zhuang J, Liu JG, Gao F, Xu F, Cai B, Yao QH. A semi-rational design strategy of directed evolution combined with chemical synthesis of DNA sequences. Biol Chem 2008; 388:1291-300. [PMID: 18020945 DOI: 10.1515/bc.2007.153] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Directed evolution in vitro is a powerful molecular tool for the creation of new biological phenotypes. It is unclear whether it is more efficient to mutate an enzyme randomly or to mutate just the active sites or key sites. In this study, the strategy of a semi-rational design of directed evolution combined with whole sequence and sites was developed. The 1553 bp gene encoding the thermostable beta-galactosidase of Pyrococcus woesei was chemically synthesized and optimized for G+C content and mRNA secondary structures. The synthesized gene product was used as a template or as a wild-type control. On the basis of the first round of DNA shuffling, library construction and screening, one mutant of YH6754 was isolated with higher activity. Eight potential key sites were deduced from the sequence of the shuffled gene, and 16 degenerate oligonucleotides were designed according to those eight amino acids. Two variants of YG6765 and YG8252 were screened in the second part of DNA shuffling, library construction and screening. For comparison, one mutant of YH8757 was screened through the same routine rounds of directed evolution with YH6754 as template. The purified beta-galactosidase from YH8757 exhibited a lower specific activity at 25 degrees C than those purified from mutated YG6755 and YG8252.
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Affiliation(s)
- Ai-Sheng Xiong
- Biotechnology Research Institute of Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai 201106, China
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22
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Xiong AS, Peng RH, Zhuang J, Li X, Xue Y, Liu JG, Gao F, Cai B, Chen JM, Yao QH. Directed evolution of a beta-galactosidase from Pyrococcus woesei resulting in increased thermostable beta-glucuronidase activity. Appl Microbiol Biotechnol 2007; 77:569-78. [PMID: 17876575 DOI: 10.1007/s00253-007-1182-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2007] [Revised: 08/10/2007] [Accepted: 08/23/2007] [Indexed: 11/29/2022]
Abstract
We performed directed evolution on a chemically synthesized 1,533-bp recombinant beta-galactosidase gene from Pyrococcus woesei. More than 200,000 variant colonies in each round of directed evolution were screened using the pYPX251 vector and host strain Rosetta-Blue (DE3). One shifted beta-galactosidase to beta-glucuronidase mutant, named YG6762, was obtained after four rounds of directed evolution and screening. This mutant had eight mutated amino acid residues. T29A, V213I, L217M, N277H, I387V, R491C, and N496D were key mutations for high beta-glucuronidase activity, while E414D was not essential because the mutation did not lead to a change in beta-glucuronidase activity. The amino acid site 277 was the most essential because mutating H back to N resulted in a 50% decrease in beta-glucuronidase activity at 37 degrees C. We also demonstrated that amino acid 277 was the most essential site, as the mutation from N to H resulted in a 1.5-fold increase in beta-glucuronidase activity at 37 degrees C. Although most single amino acid changes lead to less than a 20% increase in beta-glucuronidase activity, the YG6762 variant, which was mutated at all eight amino acid sites, had a beta-glucuronidase activity that was about five and seven times greater than the wild-type enzyme at 37 and 25 degrees C, respectively.
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Affiliation(s)
- Ai-Sheng Xiong
- Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, 2901 Beidi Road, Shanghai, 201106, China
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23
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Xiong AS, Peng RH, Cheng ZM, Li Y, Liu JG, Zhuang J, Gao F, Xu F, Qiao YS, Zhang Z, Chen JM, Yao QH. Concurrent mutations in six amino acids in β-glucuronidase improve its thermostability. Protein Eng Des Sel 2007; 20:319-25. [PMID: 17557766 DOI: 10.1093/protein/gzm023] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
To achieve a thermostable beta-glucuronidase (GUS) and identify key mutation sites, we applied in vitro directed evolution strategy through DNA shuffling and obtained a highly thermostable mutant GUS gene, gus-tr, after four rounds of DNA shuffling and screening. This variant had mutations in 15 nucleic acid sites, resulting in changes in 12 amino acids (AAs). Using gus-tr as the template, we further performed site-directed mutagenesis to reverse the individual mutation to the wild-type protein. We found that six sites (Q493R, T509A, M532T, N550S, G559S and N566S) present in GUS-TR3337, were the key AAs needed to confer its high thermostability. Of these, Q493R and T509A were not reported previously as important residues for thermostability of GUS. Furthermore, all of these six mutations must be present concurrently to confer the high thermostability. We expressed the gus-tr3337 gene and purified the GUS-TR3337 protein that contained the six AA mutations. Compared with the wild-type protein which lost its activity completely after 10 min at 70 degrees C, the mutant GUS-TR3337 protein retained 75% of its activity when heated at 80 degrees C for 10 min. The GUS-TR3337 exhibited high activity even heated at 100 degrees C for 30 min on nitrocellulose filter. The comparison of molecular models of the mutated and wild-type enzyme revealed the relation of protein function and these structural modifications.
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Affiliation(s)
- Ai-Sheng Xiong
- Biotechnology Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, China
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24
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Xiong AS, Peng RH, Zhuang J, Liu JG, Xu F, Cai B, Guo ZK, Qiao YS, Chen JM, Zhang Z, Yao QH. Directed Evolution of Beta-galactosidase from Escherichia coli into Beta-glucuronidase. BMB Rep 2007; 40:419-25. [PMID: 17562294 DOI: 10.5483/bmbrep.2007.40.3.419] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In vitro directed evolution through DNA shuffling is a powerful molecular tool for creation of new biological phenotypes. E. coli beta-galactosidase and beta-glucuronidase are widely used, and their biological function, catalytic mechanism, and molecular structures are well characterized. We applied an in vitro directed evolution strategy through DNA shuffling and obtained five mutants named YG6764, YG6768, YG6769, YG6770 and YG6771 after two rounds of DNA shuffling and screening, which exhibited more beta-glucuronidase activity than wild-type beta-galactosidase. These variants had mutations at fourteen nucleic acid sites, resulting in changes in ten amino acids: S193N, T266A, Q267R, V411A, D448G, G466A, L527I, M543I, Q626R and Q951R. We expressed and purified those mutant proteins. Compared to the wild-type protein, five mutant proteins exhibited high beta-glucuronidase activity. The comparison of molecular models of the mutated and wildtype enzymes revealed the relationship between protein function and structural modification.
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Affiliation(s)
- Ai-Sheng Xiong
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
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