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Nemoto M, Muranushi W, Shuting C, Saito Y, Sugimori D, Yamada M. Beneficial base substitutions in Escherichia coli fucO gene for enhancement of glycolic acid production. J Biosci Bioeng 2024; 138:301-307. [PMID: 39079834 DOI: 10.1016/j.jbiosc.2024.06.007] [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: 03/09/2024] [Revised: 06/13/2024] [Accepted: 06/14/2024] [Indexed: 09/11/2024]
Abstract
Microbial production of glycolic acid (GA) from ethylene glycol is extensively used in a variety of industries because ethylene glycol is not only an inexpensive raw material but also the main component of industrial wastes. In this study, we produced GA from ethylene glycol using Escherichia coli overexpressing the endogenous 1,2-propanediol oxidoreductase (fucO) and lactaldehyde dehydrogenase (aldA) genes. To increase GA productivity, we screened a random mutant library generated using an error-prone polymerase chain reaction of fucO and obtained FucO mutants MF2-9 and MF6-9 with enhanced GA production in Lysogeny Broth medium containing 800 mM ethylene glycol. MF2-9 contained three amino acid substitutions (D23E, E222K, and G363S) and two synonymous mutations (coding DNA [c.] 93G > A and c.1131T > C) in fucO. MF6-9 contained one amino acid substitution (L377H) in FucO. An amino acid substitution (L377H) and a single synonymous mutation (c.1131T > C) in fucO contributed to the enhancement in GA production. Notably, cell lysates from E. coli harboring a synonymous mutation (c.1131T > C) or amino acid substitution (L377H) in fucO showed that only AldA activity was 1.3-fold higher than that of the cell lysate from E. coli harboring the wild-type fucO. We confirmed that c.1131T > C and L377H mutations increased aldA expression in E. coli. Analysis of mRNA levels and simulation of mRNA stabilization indicated that base substitutions at positions c.1130T, which corresponds to L377H amino acid substitution, and c.1131T increased aldA expression due to partial destabilization of the mRNA. These findings will be useful for the large-scale microbial production of GA from industrial waste.
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Affiliation(s)
- Mayu Nemoto
- Faculty of Agriculture, Department of Biological Chemistry and Food Science, Iwate University, 3-18-8 Ueda, Morioka, Iwate 020-8550, Japan
| | - Wataru Muranushi
- Faculty of Agriculture, Department of Biological Chemistry and Food Science, Iwate University, 3-18-8 Ueda, Morioka, Iwate 020-8550, Japan
| | - Chen Shuting
- Faculty of Agriculture, Department of Biological Chemistry and Food Science, Iwate University, 3-18-8 Ueda, Morioka, Iwate 020-8550, Japan
| | - Yusuke Saito
- Faculty of Agriculture, Department of Biological Chemistry and Food Science, Iwate University, 3-18-8 Ueda, Morioka, Iwate 020-8550, Japan
| | - Daisuke Sugimori
- Materials Science Course, Faculty of Symbiotic Systems Science and Technology, Fukushima University, 1 Kanayagawa, Fukushima 960-1296, Japan
| | - Miwa Yamada
- Faculty of Agriculture, Department of Biological Chemistry and Food Science, Iwate University, 3-18-8 Ueda, Morioka, Iwate 020-8550, Japan; Agri-Innovation Center, Iwate University, 3-18-8 Ueda, Morioka, Iwate 020-8550, Japan.
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Xiong N, Lv PJ, Song JW, Shen Q, Xue YP, Zheng YG. Engineering of a nitrilase through consensus sequence analysis and conserved site substitution to improve its thermostability and activity. Biochem Eng J 2022. [DOI: 10.1016/j.bej.2022.108475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Xu L, Li T, Huo Z, Chen Q, Xia Q, Jiang B. Directed Evolution Improves the Enzymatic Synthesis of L-5-Hydroxytryptophan by an Engineered Tryptophan Synthase. Appl Biochem Biotechnol 2021; 193:3407-3417. [PMID: 34097254 DOI: 10.1007/s12010-021-03589-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 05/28/2021] [Indexed: 12/01/2022]
Abstract
L-5-Hydroxytryptophan is an important amino acid that is widely used in food and medicine. In this study, L-5-hydroxytryptophan was synthesized by a modified tryptophan synthase. A direct evolution strategy was applied to engineer tryptophan synthase from Escherichia coli to improve the efficiency of L-5-hydroxytryptophan synthesis. Tryptophan synthase was modified by error-prone PCR. A high-activity mutant enzyme (V231A/K382G) was obtained by a high-throughput screening method. The activity of mutant enzyme (V231A/K382G) is 3.79 times higher than that of its parent, and kcat/Km of the mutant enzyme (V231A/K382G) is 4.36 mM-1∙s-1. The mutant enzyme (V231A/K382G) reaction conditions for the production of L-5-hydroxytryptophan were 100 mmol/L L-serine at pH 8.5 and 35°C for 15 h, reaching a yield of L-5-hydroxytryptophan of 86.7%. Directed evolution is an effective strategy to increase the activity of tryptophan synthase.
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Affiliation(s)
- Lisheng Xu
- School of Biological and Food Engineering, Suzhou University, Suzhou, 234000, China.
| | - Tingting Li
- School of Biological and Food Engineering, Suzhou University, Suzhou, 234000, China
| | - Ziyue Huo
- School of Biological and Food Engineering, Suzhou University, Suzhou, 234000, China
| | - Qiong Chen
- School of Biological and Food Engineering, Suzhou University, Suzhou, 234000, China
| | - Qiuxia Xia
- School of Biological and Food Engineering, Suzhou University, Suzhou, 234000, China
| | - Bianling Jiang
- School of Biological and Food Engineering, Suzhou University, Suzhou, 234000, China
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Xu C, Tang L, Liang Y, Jiao S, Yu H, Luo H. Novel Chaperones RrGroEL and RrGroES for Activity and Stability Enhancement of Nitrilase in Escherichia coli and Rhodococcus ruber. Molecules 2020; 25:E1002. [PMID: 32102340 PMCID: PMC7070999 DOI: 10.3390/molecules25041002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 02/15/2020] [Accepted: 02/21/2020] [Indexed: 12/15/2022] Open
Abstract
For large-scale bioproduction, thermal stability is a crucial property for most industrial enzymes. A new method to improve both the thermal stability and activity of enzymes is of great significance. In this work, the novel chaperones RrGroEL and RrGroES from Rhodococcus ruber, a nontypical actinomycete with high organic solvent tolerance, were evaluated and applied for thermal stability and activity enhancement of a model enzyme, nitrilase. Two expression strategies, namely, fusion expression and co-expression, were compared in two different hosts, E. coli and R. ruber. In the E. coli host, fusion expression of nitrilase with either RrGroES or RrGroEL significantly enhanced nitrilase thermal stability (4.8-fold and 10.6-fold, respectively) but at the expense of enzyme activity (32-47% reduction). The co-expression strategy was applied in R. ruber via either a plasmid-only or genome-plus-plasmid method. Through integration of the nitrilase gene into the R. ruber genome at the site of nitrile hydratase (NHase) gene via CRISPR/Cas9 technology and overexpression of RrGroES or RrGroEL with a plasmid, the engineered strains R. ruber TH3 dNHase::RrNit (pNV18.1-Pami-RrNit-Pami-RrGroES) and TH3 dNHase::RrNit (pNV18.1-Pami-RrNit-Pami-RrGroEL) were constructed and showed remarkably enhanced nitrilase activity and thermal stability. In particular, the RrGroEL and nitrilase co-expressing mutant showed the best performance, with nitrilase activity and thermal stability 1.3- and 8.4-fold greater than that of the control TH3 (pNV18.1-Pami-RrNit), respectively. These findings are of great value for production of diverse chemicals using free bacterial cells as biocatalysts.
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Affiliation(s)
- Chunmeng Xu
- Key Laboratory of Industrial Biocatalysis, Ministry of Education, Beijing 100084, China; (C.X.); (L.T.); (Y.L.); (S.J.)
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Lingjun Tang
- Key Laboratory of Industrial Biocatalysis, Ministry of Education, Beijing 100084, China; (C.X.); (L.T.); (Y.L.); (S.J.)
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Youxiang Liang
- Key Laboratory of Industrial Biocatalysis, Ministry of Education, Beijing 100084, China; (C.X.); (L.T.); (Y.L.); (S.J.)
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Song Jiao
- Key Laboratory of Industrial Biocatalysis, Ministry of Education, Beijing 100084, China; (C.X.); (L.T.); (Y.L.); (S.J.)
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Huimin Yu
- Key Laboratory of Industrial Biocatalysis, Ministry of Education, Beijing 100084, China; (C.X.); (L.T.); (Y.L.); (S.J.)
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
- Center for Synthetic and Systems Biology, Tsinghua University, Beijing 100084, China
| | - Hui Luo
- Department of Biological Science and Engineering, University of Science and Technology Beijing, Beijing 100083, China;
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Zhang Q, Lu X, Zhang Y, Tang X, Zheng R, Zheng Y. Development of a robust nitrilase by fragment swapping and semi‐rational design for efficient biosynthesis of pregabalin precursor. Biotechnol Bioeng 2019; 117:318-329. [DOI: 10.1002/bit.27203] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 10/06/2019] [Accepted: 10/13/2019] [Indexed: 01/20/2023]
Affiliation(s)
- Qin Zhang
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and BioengineeringZhejiang University of TechnologyHangzhou China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of EducationZhejiang University of TechnologyHangzhou China
| | - Xia‐Feng Lu
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and BioengineeringZhejiang University of TechnologyHangzhou China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of EducationZhejiang University of TechnologyHangzhou China
| | - Yan Zhang
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and BioengineeringZhejiang University of TechnologyHangzhou China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of EducationZhejiang University of TechnologyHangzhou China
| | - Xiao‐Ling Tang
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and BioengineeringZhejiang University of TechnologyHangzhou China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of EducationZhejiang University of TechnologyHangzhou China
| | - Ren‐Chao Zheng
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and BioengineeringZhejiang University of TechnologyHangzhou China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of EducationZhejiang University of TechnologyHangzhou China
| | - Yu‐Guo Zheng
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and BioengineeringZhejiang University of TechnologyHangzhou China
- Engineering Research Center of Bioconversion and Biopurification of Ministry of EducationZhejiang University of TechnologyHangzhou China
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Yu H, Jiao S, Wang M, Liang Y, Tang L. Biodegradation of Nitriles by Rhodococcus. BIOLOGY OF RHODOCOCCUS 2019. [DOI: 10.1007/978-3-030-11461-9_7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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Improving stress tolerance and cell integrity of Rhodococcus ruber by overexpressing small-shock-protein Hsp16 of Rhodococcus. ACTA ACUST UNITED AC 2018; 45:929-938. [DOI: 10.1007/s10295-018-2066-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 07/27/2018] [Indexed: 01/10/2023]
Abstract
Abstract
Rhodococcus species have been successfully used as cell catalysts for valuable chemicals production due to their well-characterized resistance to harmful factors. An understanding of how they respond to stress is of great interest, which will enable the identification of engineering strategies for further improving their resistance and maintaining cell integrity and viability. Here, we assessed the transcriptome response of R. ruber TH3 to heat shock. Approximately, 376 genes were up-regulated in heat-shocked TH3. Among all the up-regulated functional genes, the small heat-shock-protein (Hsp16) with maximal enhanced transcript (463-fold) was identified, and its function was investigated. Results showed that overexpressed Hsp16 has no significant promotive effect on stress tolerance of in-cell enzyme. Interestingly, compared to the control TH3, a little fewer pores and folds on the surface of TH3(Hsp16) and more intact TH3(Hsp-GFP) cells under AM treatment were observed by SEM and LCSM, respectively. Moreover, survival test showed that more (about 501–700) TH3(Hsp16) colonies were observed while only 1–100 TH3 colonies after 50% AM treatment, and this trend is also found in high-temperature cultivation experiments. These results indicate that Hsp16 does great contributions to preventing cell leakage, maintaining cell integrity and viability of R. ruber under stress conditions.
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Goldsmith M, Tawfik DS. Enzyme engineering: reaching the maximal catalytic efficiency peak. Curr Opin Struct Biol 2017; 47:140-150. [PMID: 29035814 DOI: 10.1016/j.sbi.2017.09.002] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 07/04/2017] [Accepted: 09/20/2017] [Indexed: 01/01/2023]
Abstract
The practical need for highly efficient enzymes presents new challenges in enzyme engineering, in particular, the need to improve catalytic turnover (kcat) or efficiency (kcat/KM) by several orders of magnitude. However, optimizing catalysis demands navigation through complex and rugged fitness landscapes, with optimization trajectories often leading to strong diminishing returns and dead-ends. When no further improvements are observed in library screens or selections, it remains unclear whether the maximal catalytic efficiency of the enzyme (the catalytic 'fitness peak') has been reached; or perhaps, an alternative combination of mutations exists that could yield additional improvements. Here, we discuss fundamental aspects of the process of catalytic optimization, and offer practical solutions with respect to overcoming optimization plateaus.
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Affiliation(s)
- Moshe Goldsmith
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel.
| | - Dan S Tawfik
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
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Ammonium acrylate biomanufacturing by an engineered Rhodococcus ruber with nitrilase overexpression and double-knockout of nitrile hydratase and amidase. ACTA ACUST UNITED AC 2016; 43:1631-1639. [DOI: 10.1007/s10295-016-1840-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 09/23/2016] [Indexed: 01/04/2023]
Abstract
Abstract
Rhodococcus ruber TH was selected as a parent strain to engineer for biomanufacturing of ammonium acrylate; the characteristics of this strain included accelerated growth rate, high cell tolerance and natively overexpressed nitrile hydratase (NHase). Transcriptome analysis revealed that the transcription levels of the native NHase, amidase and nitrilase were extremely high, moderate and extremely low, respectively. Through NHase-amidase double-knockout and amidase single-knockout, the engineered strains R. ruber THdAdN and R. ruber THdA were obtained for overexpression of a heterologous nitrilase from R. rhodochrous tg1-A6 using a urea-induced Pa2 promoter. The nitrilase activity toward substrate acrylonitrile in the engineered THdAdN(Nit) reached 187.0 U/mL at 42 h, threefold of that R. rhodochrous tg1-A6 and 2.3-fold of that of THdA(Nit). The optimal catalysis temperature and pH of the nitrilases in different cells exhibited no significant difference. Using the cells as catalysts, biomanufacturing of ammonium acrylate was performed under room temperature. When catalyzed by the engineered THdAdN(Nit), the titer and productivity of ammonium acrylate dramatically increased to 741.0 g/L and 344.9 g/L/h, which are the highest results reported to date.
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Yuan M, Yang X, Li Y, Liu H, Pu J, Zhan CG, Liao F. Facile Alkaline Lysis of Escherichia coli Cells in High-Throughput Mode for Screening Enzyme Mutants: Arylsulfatase as an Example. Appl Biochem Biotechnol 2016; 179:545-57. [DOI: 10.1007/s12010-016-2012-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2015] [Accepted: 02/08/2016] [Indexed: 12/14/2022]
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