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Yan M, Chen Y, Feng Y, Saeed M, Fang Z, Zhen W, Ni Z, Chen H. Perspective on Agricultural Industrialization: Modification Strategies for Enhancing the Catalytic Capacity of Keratinase. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024. [PMID: 38832583 DOI: 10.1021/acs.jafc.4c03025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
Keratinases is a special hydrolytic enzyme produced by microorganisms, which has the ability to catalyze the degradation of keratin. Currently, keratinases show great potential for application in many agricultural and industrial fields, such as biofermented feed, leather tanning, hair removal, and fertilizer production. However, these potentials have not yet been fully unleashed on an industrial scale. This paper reviews the sources, properties, and catalytic mechanisms of keratinases. Strategies for the molecular modification of keratinases are summarized and discussed in terms of improving the substrate specificity, thermostability, and pH tolerance of keratinases. The modification strategies are also enriched by the introduction of immobilized enzymes and directed evolution. In addition, the selection of modification strategies when facing specific industrial applications is discussed and prospects are provided. We believe that this review serves as a reference for the future quest to extend the application of keratinases from the laboratory to industry.
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Affiliation(s)
- Mingchen Yan
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Ying Chen
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Yong Feng
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Muhammad Saeed
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Zhen Fang
- Biofuels Institute, School of the Environment, Jiangsu University, Zhenjiang 212000, China
| | - Wang Zhen
- Biofuels Institute, School of the Environment, Jiangsu University, Zhenjiang 212000, China
| | - Zhong Ni
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
| | - Huayou Chen
- School of the Life Sciences, Jiangsu University, Zhenjiang 212000, China
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Peng R, Zhang W, Wang Y, Deng Y, Wang B, Gao J, Li Z, Wang L, Fu X, Xu J, Han H, Tian Y, Yao Q. Genetic engineering of complex feed enzymes into barley seed for direct utilization in animal feedstuff. PLANT BIOTECHNOLOGY JOURNAL 2023; 21:560-573. [PMID: 36448454 PMCID: PMC9946151 DOI: 10.1111/pbi.13972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 11/11/2022] [Accepted: 11/19/2022] [Indexed: 06/17/2023]
Abstract
Currently, feed enzymes are primarily obtained through fermentation of fungi, bacteria, and other microorganisms. Although the manufacturing technology for feed enzymes has evolved rapidly, the activities of these enzymes decline during the granulating process and the cost of application has increased over time. An alternative approach is the use of genetically modified plants containing complex feed enzymes for direct utilization in animal feedstuff. We co-expressed three commonly used feed enzymes (phytase, β-glucanase, and xylanase) in barley seeds using the Agrobacterium-mediated transformation method and generated a new barley germplasm. The results showed that these enzymes were stable and had no effect on the development of the seeds. Supplementation of the basal diet of laying hens with only 8% of enzyme-containing seeds decreased the quantities of indigestible carbohydrates, improved the availability of phosphorus, and reduced the impact of animal production on the environment to an extent similar to directly adding exogenous enzymes to the feed. Feeding enzyme-containing seeds to layers significantly increased the strength of the eggshell and the weight of the eggs by 10.0%-11.3% and 5.6%-7.7% respectively. The intestinal microbiota obtained from layers fed with enzyme-containing seeds was altered compared to controls and was dominated by Alispes and Rikenella. Therefore, the transgenic barley seeds produced in this study can be used as an ideal feedstuff for use in animal feed.
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Affiliation(s)
- Ri‐He Peng
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Wen‐Hui Zhang
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Yu Wang
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Yong‐Dong Deng
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Bo Wang
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Jian‐Jie Gao
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Zhen‐Jun Li
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Li‐Juan Wang
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Xiao‐Yan Fu
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Jing Xu
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Hong‐Juan Han
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Yong‐Sheng Tian
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
| | - Quan‐Hong Yao
- Biotechnology Research Institute of Shanghai Academy of Agricultural SciencesShanghai Key Laboratory of Agricultural Genetics and BreedingShanghaiChina
- Key Laboratory for Safety Assessment (Environment) of Agricultural Genetically Modified OrganismsMinistry of Agriculture and Rural AffairsShanghaiChina
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Xiang C, Ao YF, Höhne M, Bornscheuer UT. Shifting the pH Optima of ( R)-Selective Transaminases by Protein Engineering. Int J Mol Sci 2022; 23:ijms232315347. [PMID: 36499674 PMCID: PMC9736275 DOI: 10.3390/ijms232315347] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 12/01/2022] [Accepted: 12/03/2022] [Indexed: 12/12/2022] Open
Abstract
Amine transaminases (ATAs) are powerful biocatalysts for the stereoselective synthesis of chiral amines. However, wild-type ATAs usually show pH optima at slightly alkaline values and exhibit low catalytic activity under physiological conditions. For efficient asymmetric synthesis ATAs are commonly used in combination with lactate dehydrogenase (LDH, optimal pH: 7.5) and glucose dehydrogenase (GDH, optimal pH: 7.75) to shift the equilibrium towards the synthesis of the target chiral amine and hence their pH optima should fit to each other. Based on a protein structure alignment, variants of (R)-selective transaminases were rationally designed, produced in E. coli, purified and subjected to biochemical characterization. This resulted in the discovery of the variant E49Q of the ATA from Aspergillus fumigatus, for which the pH optimum was successfully shifted from pH 8.5 to 7.5 and this variant furthermore had a two times higher specific activity than the wild-type protein at pH 7.5. A possible mechanism for this shift of the optimal pH is proposed. Asymmetric synthesis of (R)-1-phenylethylamine from acetophenone in combination with LDH and GDH confirmed that the variant E49Q shows superior performance at pH 7.5 compared to the wild-type enzyme.
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Affiliation(s)
- Chao Xiang
- Department of Biotechnology and Enzyme Catalysis, Institute of Biochemistry, University of Greifswald, 17487 Greifswald, Germany
| | - Yu-Fei Ao
- Department of Biotechnology and Enzyme Catalysis, Institute of Biochemistry, University of Greifswald, 17487 Greifswald, Germany
- Beijing National Laboratory for Molecular Sciences, CAS Key Laboratory of Molecular Recognition and Function, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Matthias Höhne
- Department of Biotechnology and Enzyme Catalysis, Institute of Biochemistry, University of Greifswald, 17487 Greifswald, Germany
| | - Uwe T. Bornscheuer
- Department of Biotechnology and Enzyme Catalysis, Institute of Biochemistry, University of Greifswald, 17487 Greifswald, Germany
- Correspondence:
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Paecilomyces variotii xylanase production, purification and characterization with antioxidant xylo-oligosaccharides production. Sci Rep 2021; 11:16468. [PMID: 34389757 PMCID: PMC8363652 DOI: 10.1038/s41598-021-95965-w] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Accepted: 07/22/2021] [Indexed: 02/07/2023] Open
Abstract
Paecilomyces variotii xylanase was, produced in stirred tank bioreactor with yield of 760 U/mL and purified using 70% ammonium sulfate precipitation and ultra-filtration causing 3.29-fold purification with 34.47% activity recovery. The enzyme purity was analyzed on sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) confirming its monomeric nature as single band at 32 KDa. Zymography showed xylan hydrolysis activity at the same band. The purified enzyme had optimum activity at 60 °C and pH 5.0. The pH stability range was 5-9 and the temperature stability was up 70 °C. Fe2+and Fe3+ exhibited inhibition of xylanase enzyme while Cu2+, Ca2+, Mg2+ and Mn2+ stimulated its activity. Mercaptoethanol stimulated its activity; however, Na2-EDTA and SDS inhibited its activity. The purified xylanase could hydrolyze beechwood xylan but not carboxymethyl cellulose (CMC), avicel or soluble starch. Paecilomyces variotii xylanase Km and Vmax for beechwood were determined to be 3.33 mg/mL and 5555 U/mg, respectively. The produced xylanase enzyme applied on beech xylan resulted in different types of XOS. The antioxidant activity of xylo-oligosaccharides increased from 15.22 to 70.57% when the extract concentration was increased from 0.1 to 1.5 mg/mL. The enzyme characteristics and kinetic parameters indicated its high efficiency in the hydrolysis of xylan and its potential effectiveness in lignocellulosic hydrolysis and other industrial application. It also suggests the potential of xylanase enzyme for production of XOS from biomass which are useful in food and pharmaceutical industries.
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Yang J, Ma T, Shang-Guan F, Han Z. Improving the catalytic activity of thermostable xylanase from Thermotoga maritima via mutagenesis of non-catalytic residues at glycone subsites. Enzyme Microb Technol 2020; 139:109579. [PMID: 32732029 DOI: 10.1016/j.enzmictec.2020.109579] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 03/31/2020] [Accepted: 04/14/2020] [Indexed: 10/24/2022]
Abstract
Endo-β-1,4-xylanase from Thermotoga maritima, TmxB, is an industrially attractive enzyme due to its extreme thermostability. To improve its application value, four variants were designed on the basis of multiple sequence and three-dimensional structure alignments. Wild-type TmxB (wt-TmxB) and its mutants were produced via a Pichia pastoris expression system. Among four single-site mutants, the tyrosine substitution of a threonine residue (T74Y) at putative -3/-4 subsite led to a 1.3-fold increase in specific activity at 40 °C - 100 °C and pH 5 for 5 min, with beechwood xylan as the substrate. T74Y had an improved catalytic efficiency (kcat/Km), being 1.6 times that of wt-TmxB. Variants DY (two amino acid insertions) and N68Q displayed a slight increase (1.2 fold) and dramatic decline (1.7 fold) in catalytic efficiency, respectively. Mutant E67Y was totally inactive under all test conditions. Structural modeling and docking simulation elucidated structural insights into the molecular mechanism of activity changes for these TmxB variants. This study helps in further understanding the roles of the non-catalytic amino acids at the glycone subsites of xylanases from glycoside hydrolase family 10.
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Affiliation(s)
- Jiangke Yang
- College of Biology and Pharmaceutical Engineering, Wuhan Polytechnic University, Wuhan 430023, China
| | - Tengfei Ma
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Fang Shang-Guan
- College of Biology and Pharmaceutical Engineering, Wuhan Polytechnic University, Wuhan 430023, China
| | - Zhenggang Han
- College of Biology and Pharmaceutical Engineering, Wuhan Polytechnic University, Wuhan 430023, China.
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Highly alkali-stable and cellulase-free xylanases from Fusarium sp. 21 and their application in clarification of orange juice. Int J Biol Macromol 2020; 155:572-580. [PMID: 32246958 DOI: 10.1016/j.ijbiomac.2020.03.249] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 03/27/2020] [Accepted: 03/30/2020] [Indexed: 11/21/2022]
Abstract
Xylanase is a versatile tool in the food, fiber biobleaching and biofuel industries. Here, to discover new enzyme with special properties, we cloned three xylanases (Xyn11A, Xyn11B, and Xyn11C) by mining the genome of the xylanase producing fungus strain Fusarium sp. 21, biochemically characterized these enzyme and explored their potential application in juice processing. Both Xyn11A and Xyn11B had an optimal pH of 6.0 and optimal temperature of 45 °C, and retained >90% of the residual activity at pH range of 5-10.5 for 24 h. Xyn11C displayed the maximum activity at pH 5.0 and 45 °C and outstanding pH stability with a minimal loss of activity in the pH range of 2.0-10.5. These three xylanases displayed a strong specificity towards beechwood and corncob xylan, with no activity for other substrates. Xyn11A showed much a higher activity against corncob xylan, while Xyn11B and Xyn11C presented higher activities against beechwood xylan. Xyn11A catalyzed the hydrolysis of beechwood xylan with a Km of 4.25 ± 0.29 mg·mL-1 and kcat/Km of 30.34 ± 0.65 mL·s-1·mg-1, while the hydrolysis of corncob xylan had Km and kcat/Km values of 14.73 ± 1.43 mg·mL-1and 26.48 ± 0.11 mL·s-1·mg-1, respectively. Xyn11B and Xyn11C hydrolyzed beechwood xylan with Km of 9.8 ± 0.69 mg·mL-1, and 4.89 ± 0.38 mg·mL-1and kcat/Km values of 45.07 ± 1.66 mL-1·mg-1, and 26.95 ± 0.67 mL·s-1·mg-1, respectively. Beechwood xylan hydrolysates catalyzed by these three xylanases contained xylobiose, xylotriose and xylooligosaccharides (XOS). The clarification of orange juice was improved when treated with these three xylanases. Conclusively, the desirable pH stability and substrate specificity make Xyn11A, Xyn11B and Xyn11C have high potential for application in fiber biobleaching, wine and fruit juice clarification, as well as probiotic XOS production.
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Chen A, Xu T, Ge Y, Wang L, Tang W, Li S. Hydrogen-bond-based protein engineering for the acidic adaptation of Bacillus acidopullulyticus pullulanase. Enzyme Microb Technol 2019; 124:79-83. [DOI: 10.1016/j.enzmictec.2019.01.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Revised: 01/12/2019] [Accepted: 01/29/2019] [Indexed: 01/05/2023]
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Ge HH, Qiu Y, Yi ZW, Zeng RY, Zhang GY. π-π stacking interaction is a key factor for the stability of GH11 xylanases at low pH. Int J Biol Macromol 2019; 124:895-902. [DOI: 10.1016/j.ijbiomac.2018.11.282] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Revised: 11/30/2018] [Accepted: 11/30/2018] [Indexed: 01/05/2023]
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Ma F, Xie Y, Luo M, Wang S, Hu Y, Liu Y, Feng Y, Yang GY. Sequence homolog-based molecular engineering for shifting the enzymatic pH optimum. Synth Syst Biotechnol 2016; 1:195-206. [PMID: 29062943 PMCID: PMC5640797 DOI: 10.1016/j.synbio.2016.09.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 09/01/2016] [Accepted: 09/02/2016] [Indexed: 10/29/2022] Open
Abstract
Cell-free synthetic biology system organizes multiple enzymes (parts) from different sources to implement unnatural catalytic functions. Highly adaption between the catalytic parts is crucial for building up efficient artificial biosynthetic systems. Protein engineering is a powerful technology to tailor various enzymatic properties including catalytic efficiency, substrate specificity, temperature adaptation and even achieve new catalytic functions. However, altering enzymatic pH optimum still remains a challenging task. In this study, we proposed a novel sequence homolog-based protein engineering strategy for shifting the enzymatic pH optimum based on statistical analyses of sequence-function relationship data of enzyme family. By two statistical procedures, artificial neural networks (ANNs) and least absolute shrinkage and selection operator (Lasso), five amino acids in GH11 xylanase family were identified to be related to the evolution of enzymatic pH optimum. Site-directed mutagenesis of a thermophilic xylanase from Caldicellulosiruptor bescii revealed that four out of five mutations could alter the enzymatic pH optima toward acidic condition without compromising the catalytic activity and thermostability. Combination of the positive mutants resulted in the best mutant M31 that decreased its pH optimum for 1.5 units and showed increased catalytic activity at pH < 5.0 compared to the wild-type enzyme. Structure analysis revealed that all the mutations are distant from the active center, which may be difficult to be identified by conventional rational design strategy. Interestingly, the four mutation sites are clustered at a certain region of the enzyme, suggesting a potential "hot zone" for regulating the pH optima of xylanases. This study provides an efficient method of modulating enzymatic pH optima based on statistical sequence analyses, which can facilitate the design and optimization of suitable catalytic parts for the construction of complicated cell-free synthetic biology systems.
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Affiliation(s)
- Fuqiang Ma
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China
| | - Yuan Xie
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China
| | - Manjie Luo
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China
| | - Shuhao Wang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China
| | - You Hu
- School of Statistics, East China Normal University, Shanghai 200241, China
| | - Yukun Liu
- School of Statistics, East China Normal University, Shanghai 200241, China
| | - Yan Feng
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China
| | - Guang-Yu Yang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China.,Shanghai Collaborative Innovation Center for Biomanufacturing (SCICB), East China University of Science and Technology, 130 Meilong Road, Shanghai 200237, China
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Xu X, Liu MQ, Huo WK, Dai XJ. Obtaining a mutant of Bacillus amyloliquefaciens xylanase A with improved catalytic activity by directed evolution. Enzyme Microb Technol 2016; 86:59-66. [DOI: 10.1016/j.enzmictec.2016.02.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Revised: 02/03/2016] [Accepted: 02/07/2016] [Indexed: 12/29/2022]
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