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Li L, Liu X, Bai Y, Yao B, Luo H, Tu T. High-Throughput Screening Techniques for the Selection of Thermostable Enzymes. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:3833-3845. [PMID: 38285533 DOI: 10.1021/acs.jafc.3c07554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/31/2024]
Abstract
The acquisition of a thermostable enzyme is an indispensable prerequisite for its successful implementation in industrial applications and the development of novel functionalities. Various protein engineering approaches, including rational design, semirational design, and directed evolution, have been employed to enhance thermostability. However, all of these approaches require sensitive and reliable high-throughput screening (HTS) technologies to efficiently and rapidly identify variants with improved properties. While numerous reviews focus on modification strategies for enhancing enzyme thermostability, there is a dearth of literature reviewing HTS methods specifically aimed at this objective. Herein, we present a comprehensive overview of various HTS methods utilized for modifying enzyme thermostability across different screening platforms. Additionally, we highlight significant recent examples that demonstrate the successful application of these methods. Furthermore, we address the technical challenges associated with HTS technologies used for screening thermostable enzyme variants and discuss valuable perspectives to promote further advancements in this field. This review serves as an authoritative reference source offering theoretical support for selecting appropriate screening strategies tailored to specific enzymes with the aim of improving their thermostability.
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Affiliation(s)
- Lanxue Li
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Xiaoqing Liu
- Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Yingguo Bai
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Bin Yao
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Huiying Luo
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Tao Tu
- State Key Laboratory of Animal Nutrition and Feeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences, Beijing 100193, China
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Gordeeva TL, Borshchevskaya LN, Kalinina AN, Sineoky SP, Kashirskaya MD, Voronin SP. Increase in the Thermal Stability of Phytase from Citrobacter freundii by Site-Directed Saturation Mutagenesis. APPL BIOCHEM MICRO+ 2019. [DOI: 10.1134/s0003683819080052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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3
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Wada M, Hayashi Y, Arai M. Mutational analysis of a catalytically important loop containing active site and substrate-binding site in Escherichia coli phytase AppA. Biosci Biotechnol Biochem 2019; 83:860-868. [DOI: 10.1080/09168451.2019.1571897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
ABSTRACT
A phytase from Escherichia coli, AppA, has been the target of protein engineering to reduce the amount of undigested phosphates from livestock manure by making phosphorous from phytic acid available as a nutrient. To understand the contribution of each amino acid in the active site loop to the AppA activity, alanine and glycine scanning mutagenesis was undertaken. The results of phytase activity assay demonstrated loss of activity by mutations at charged residues within the conserved motif, supporting their importance in catalytic activity. In contrast, both conserved, non-polar residues and non-conserved residues tended to be tolerant to Ala and/or Gly mutations. Correlation analyses of chemical/structural characteristics of each mutation site against mutant activity revealed that the loop residues located closer to the substrate have greater contribution to the activity of AppA. These results may be useful in efficiently engineering AppA to improve its catalytic activity.
Abbreviations: AppA: pH 2.5 acid phosphatase; CSU: contacts of structural units; HAPs: histidine acid phosphatases; SASA: solvent accessible surface area; SDS-PAGE: sodium dodecyl sulfate-polyacrylamide gel electrophoresis; SSM: site-saturation mutagenesis; WT: wild type
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Affiliation(s)
- Manami Wada
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
| | - Yuuki Hayashi
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
| | - Munehito Arai
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
- Department of Physics, Graduate School of Science, The University of Tokyo, Tokyo, Japan
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Wang X, Du J, Zhang ZY, Fu YJ, Wang WM, Liang AH. A rational design to enhance the resistance of Escherichia coli phytase appA to trypsin. Appl Microbiol Biotechnol 2018; 102:9647-9656. [DOI: 10.1007/s00253-018-9327-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2018] [Revised: 08/07/2018] [Accepted: 08/10/2018] [Indexed: 10/28/2022]
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Körfer G, Novoa C, Kern J, Balla E, Grütering C, Davari MD, Martinez R, Vojcic L, Schwaneberg U. Directed evolution of an acid Yersinia mollaretii phytase for broadened activity at neutral pH. Appl Microbiol Biotechnol 2018; 102:9607-9620. [DOI: 10.1007/s00253-018-9308-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 08/05/2018] [Accepted: 08/06/2018] [Indexed: 01/25/2023]
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Ushasree MV, Shyam K, Vidya J, Pandey A. Microbial phytase: Impact of advances in genetic engineering in revolutionizing its properties and applications. BIORESOURCE TECHNOLOGY 2017; 245:1790-1799. [PMID: 28549814 DOI: 10.1016/j.biortech.2017.05.060] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Revised: 05/08/2017] [Accepted: 05/10/2017] [Indexed: 06/07/2023]
Abstract
Phytases are enzymes that increase the availability of phosphorous in monogastric diet and reduces the anti-nutrition effect of phytate. This review highlights contributions of recombinant technology to phytase research during the last decade with specific emphasis on new generation phytases. Application of modern molecular tools and genetic engineering have aided the discovery of novel phytase genes, facilitated its commercial production and expanded its applications. In future, by adopting most recent gene improvement techniques, more efficient next generation phytases can be developed for specific applications.
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Affiliation(s)
- Mrudula Vasudevan Ushasree
- Biotechnology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Trivandrum 695 019, Kerala, India.
| | - Krishna Shyam
- MIMS Research Foundation, Calicut 673 007, Kerala, India.
| | - Jalaja Vidya
- Biotechnology Division, CSIR-National Institute for Interdisciplinary Science and Technology, Trivandrum 695 019, Kerala, India.
| | - Ashok Pandey
- Center of Innovative and Applied Bioprocessing, Mohali 160 071, Punjab, India.
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Tan H, Wu X, Xie L, Huang Z, Peng W, Gan B. Identification and characterization of a mesophilic phytase highly resilient to high-temperatures from a fungus-garden associated metagenome. Appl Microbiol Biotechnol 2015; 100:2225-41. [PMID: 26536874 DOI: 10.1007/s00253-015-7097-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 10/06/2015] [Accepted: 10/13/2015] [Indexed: 11/30/2022]
Abstract
Phytases are enzymes degrading phytic acid and thereby releasing inorganic phosphate. While the phytases reported to date are majorly from culturable microorganisms, the fast-growing quantity of publicly available metagenomic data generated in the last decade has enabled bioinformatic mining of phytases in numerous data mines derived from a variety of ecosystems throughout the world. In this study, we are interested in the histidine acid phosphatase (HAP) family phytases present in insect-cultivated fungus gardens. Using bioinformatic approaches, 11 putative HAP phytase genes were initially screened from 18 publicly available metagenomes of fungus gardens and were further overexpressed in Escherichia coli. One phytase from a south pine beetle fungus garden showed the highest activity and was then chosen for further study. Biochemical characterization showed that the phytase is mesophilic but possesses strong ability to withstand high temperatures. To our knowledge, it has the longest half-life time at 100 °C (27 min) and at 80 °C (2.1 h) as compared to all the thermostable phytases publicly reported to date. After 100 °C incubation for 15 min, more than 93 % of the activity was retained. The activity was 3102 μmol P/min/mg at 37 °C and 4135 μmol P/min/mg at 52.5 °C, which is higher than all the known thermostable phytases. For the high activity level demonstrated at mesophilic temperatures as well as the high resilience to high temperatures, the phytase might be promising for potential application as an additive enzyme in animal feed.
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Affiliation(s)
- Hao Tan
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Xiang Wu
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Liyuan Xie
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Zhongqian Huang
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Weihong Peng
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China.,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China
| | - Bingcheng Gan
- Soil and Fertilizer Institute, Sichuan Academy of Agricultural Sciences, Chengdu, China. .,Scientific Observing and Experiment Station of Southwestern Region for Agricultural Microbial Resource Utilization, Ministry of Agriculture, Chengdu, China.
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Iterative key-residues interrogation of a phytase with thermostability increasing substitutions identified in directed evolution. Appl Microbiol Biotechnol 2015; 100:227-42. [PMID: 26403922 DOI: 10.1007/s00253-015-6959-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 08/11/2015] [Indexed: 10/23/2022]
Abstract
Bacterial phytases have attracted industrial interest as animal feed supplement due to their high activity and sufficient thermostability (required for feed pelleting). We devised an approach named KeySIDE, an iterative Key-residues interrogation of the wild type with Substitutions Identified in Directed Evolution for improving Yersinia mollaretii phytase (Ymphytase) thermostability by combining key beneficial substitutions and elucidating their individual roles. Directed evolution yielded in a discovery of nine positions in Ymphytase and combined iteratively to identify key positions. The "best" combination (M6: T77K, Q154H, G187S, and K289Q) resulted in significantly improved thermal resistance; the residual activity improved from 35 % (wild type) to 89 % (M6) at 58 °C and 20-min incubation. Melting temperature increased by 3 °C in M6 without a loss of specific activity. Molecular dynamics simulation studies revealed reduced flexibility in the loops located next to helices (B, F, and K) which possess substitutions (Helix-B: T77K, Helix-F: G187S, and Helix-K: K289E/Q). Reduced flexibility in the loops might be caused by strengthened hydrogen bonding network (e.g., G187S and K289E/K289Q) and a salt bridge (T77K). Our results demonstrate a promising approach to design phytases in food research, and we hope that the KeySIDE might become an attractive approach for understanding of structure-function relationships of enzymes.
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Chen CC, Cheng KJ, Ko TP, Guo RT. Current Progresses in Phytase Research: Three-Dimensional Structure and Protein Engineering. CHEMBIOENG REVIEWS 2015. [DOI: 10.1002/cben.201400026] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Wang X, Yao M, Yang B, Fu Y, Hu F, Liang A. Enzymology and thermal stability of phytase appA mutants. RSC Adv 2015. [DOI: 10.1039/c5ra02199e] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
(A) The comparison of different melting temperature (Tm) of appA ( ), appAM8 ( ) and appAM10 ( ). TheTmvalues were 60 °C for appA, 64.1 °C for appAM8, and 67.5 °C for appAM10. (B) Titration curves of the addition TNS to appAM10 (a) and appA (b).
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Affiliation(s)
- Xi Wang
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education
- Institute of Biotechnology
- Shanxi University
- Taiyuan 030006
- China
| | - Mingze Yao
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education
- Institute of Biotechnology
- Shanxi University
- Taiyuan 030006
- China
| | - Binsheng Yang
- Institute of Molecular Science
- Shanxi University
- Taiyuan 030006
- China
| | - Yuejun Fu
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education
- Institute of Biotechnology
- Shanxi University
- Taiyuan 030006
- China
| | - Fengyun Hu
- Department of Neurology
- Shanxi Provincial People's Hospital
- Taiyuan 030012
- China
| | - Aihua Liang
- Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education
- Institute of Biotechnology
- Shanxi University
- Taiyuan 030006
- China
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Wu TH, Chen CC, Cheng YS, Ko TP, Lin CY, Lai HL, Huang TY, Liu JR, Guo RT. Improving specific activity and thermostability of Escherichia coli phytase by structure-based rational design. J Biotechnol 2014; 175:1-6. [DOI: 10.1016/j.jbiotec.2014.01.034] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2013] [Revised: 01/27/2014] [Accepted: 01/31/2014] [Indexed: 11/16/2022]
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A multi-factors rational design strategy for enhancing the thermostability of Escherichia coli AppA phytase. ACTA ACUST UNITED AC 2013; 40:457-64. [DOI: 10.1007/s10295-013-1260-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2012] [Accepted: 03/04/2013] [Indexed: 10/27/2022]
Abstract
Abstract
Despite recent advances in our understanding of the importance of protein surface properties for protein thermostability,there are seldom studies on multi-factors rational design strategy, so a more scientific, simple and effective rational strategy is urgent for protein engineering. Here, we first attempted to use a three-factors rational design strategy combining three common structural features, protein flexibility, protein surface, and salt bridges. Escherichia coli AppA phytase was used as a model enzyme to improve its thermostability. Moreover, the structure and enzyme features of the thermostable mutants designed by our strategy were analyzed roundly. For the single mutants, two (Q206E and Y311K), in five exhibited thermostable property with a higher success rate of prediction (40 %). For the multiple mutants, the themostable sites were combined with another site, I427L, we obtained by directed evolution, Q206E/I427L, Y311K/I427L, and Q206E/Y311K/I427L, all exhibited thermostable property. The Y311K/I427L doubled thermostability (61.7 %, and was compared to 30.97 % after being heated at 80 °C for 10 min) and catalytic efficiency (4.46 was compared to 2.37) improved more than the wild-type AppA phytase almost without hampering catalytic activity. These multi-factors of rational design strategy can be applied practically as a thermostabilization strategy instead of the conventional single-factor approach.
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Fei B, Xu H, Zhang F, Li X, Ma S, Cao Y, Xie J, Qiao D, Cao Y. Relationship between Escherichia coli AppA phytase's thermostability and salt bridges. J Biosci Bioeng 2013; 115:623-7. [PMID: 23333035 DOI: 10.1016/j.jbiosc.2012.12.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2012] [Revised: 11/28/2012] [Accepted: 12/08/2012] [Indexed: 11/28/2022]
Abstract
In order to study on the relationship between Escherichia coli AppA phytase's thermostability and salt bridges, and indicate an effective technical route of which factor to think about and where to modify at AppA for enhancing its thermostability, a salt bridge subtraction mutant E31Q and a salt bridge addition mutant Q307D were constructed by site-directed mutagenesis. The residual activities of the wild-type AppA phytase, E31Q and Q307D were 31.42%, 17.46%, and 40.57%, respectively, after being heated at 80°C for 10 min. The salt bridge subtraction mutant E31Q showed 13.96% thermostability decreasement, and the salt bridge addition mutant Q307D showed 9.15% thermostability enhancement than the wild-type both without the pH and temperature optimum changed. It proved salt bridges play a key role in E. coli AppA phytase's thermostability and the α/β-domain of AppA may be sensitive to heat. Salt bridges and the α/β-domain of AppA should have high priority to think about to enhance AppA's thermostability for commercial application. Besides, molecular dynamics simulation was used for salt bridges analysis.
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Affiliation(s)
- Baojin Fei
- Microbiology and Metabolic Engineering Key Laboratory of Sichuan Province, College of Life Science, Sichuan University, Chengdu 610064, Sichuan, PR China
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Fei B, Cao Y, Xu H, Li X, Song T, Fei Z, Qiao D, Cao Y. AppA C-terminal Plays an Important Role in its Thermostability in Escherichia coli. Curr Microbiol 2012; 66:374-8. [DOI: 10.1007/s00284-012-0283-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2012] [Accepted: 11/21/2012] [Indexed: 10/27/2022]
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KIM N, KIM CT. Reduced Thermal Inactivation of Trypsin and Marugoto E by High-pressure Treatment. FOOD SCIENCE AND TECHNOLOGY RESEARCH 2012. [DOI: 10.3136/fstr.18.911] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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H. J. Ullah A, Sethumadhavan K, Boone S, J. Mullaney E. A Single Mutation in the Hepta-Peptide Active Site of <i>Aspergillus niger</i> PhyA Phytase Leads to Myriad Biochemical Changes. ACTA ACUST UNITED AC 2012. [DOI: 10.4236/aim.2012.23049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Yao MZ, Zhang YH, Lu WL, Hu MQ, Wang W, Liang AH. Phytases: crystal structures, protein engineering and potential biotechnological applications. J Appl Microbiol 2011; 112:1-14. [DOI: 10.1111/j.1365-2672.2011.05181.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
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