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Trihatmoko K, Watari T, Nguyen TH, Hirakata Y, Hatamoto M, Kresnowati MTAP, Setiadi T, Yamaguchi T. Ethanol fermentation of tapioca wastewater in anaerobic baffled reactor: Performance evaluation and microbial community analysis. BIORESOURCE TECHNOLOGY 2025; 420:132112. [PMID: 39870141 DOI: 10.1016/j.biortech.2025.132112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2024] [Revised: 01/03/2025] [Accepted: 01/22/2025] [Indexed: 01/29/2025]
Abstract
Anaerobic treatment of tapioca wastewater has a long processing time. This study aims to evaluate ethanol fermentation as an effective treatment of tapioca wastewater. Simulated tapioca wastewater with an average chemical oxygen demand (COD) of 6900 mg L-1 was treated in a four-column anaerobic baffled reactor for 300 d. Ethanol production was achieved, however it was inconsistent. Ethanol cycles lasted 10-15 d, with a maximum yield of 51.0 ± 2.2 mg COD L-1. With each decline in ethanol production, glycerol formation increased, peaking at 10.3 ± 1.7 mg COD L-1. COD removal efficiency reached 93 %, resulted from biomass formation and sedimentation. Microbial analysis revealed that, during ethanol production, Clostridium sensu stricto 11 and Ethanoligenens were the predominant bacteria, whereas Sordariomycetes, Debaryomycetaceae, and Pichia dominated the fungal community. Meanwhile, Helotiales was prevalent during glycerol formation. Understanding the dynamics of microbial shifts could be key to optimizing ethanol fermentation in future processes.
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Affiliation(s)
- Kharisrama Trihatmoko
- Department of Science of Technology Innovation, Nagaoka University of Technology, Niigata 940-2188, Japan
| | - Takahiro Watari
- Department of Civil and Environmental Engineering, Nagaoka University of Technology, Niigata 940-2188, Japan.
| | - Thu Huong Nguyen
- Graduate School of Engineering, Kyoto University, Kyoto 615-8540, Japan
| | - Yuga Hirakata
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology, Ibaraki 305-8560, Japan
| | - Masashi Hatamoto
- Department of Civil and Environmental Engineering, Nagaoka University of Technology, Niigata 940-2188, Japan
| | - Made Tri Ari Penia Kresnowati
- Department of Chemical Engineering, Faculty of Industrial Technology, Bandung Institute of Technology, Bandung 40132, Indonesia; Department of Food Engineering, Faculty of Industrial Technology, Bandung Institute of Technology, Jatinangor Campus, Sumedang 45363, Indonesia
| | - Tjandra Setiadi
- Department of Chemical Engineering, Faculty of Industrial Technology, Bandung Institute of Technology, Bandung 40132, Indonesia
| | - Takashi Yamaguchi
- Department of Science of Technology Innovation, Nagaoka University of Technology, Niigata 940-2188, Japan; Department of Civil and Environmental Engineering, Nagaoka University of Technology, Niigata 940-2188, Japan
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2
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Rodella C, Lazaridi S, Lemmin T. TemBERTure: advancing protein thermostability prediction with deep learning and attention mechanisms. BIOINFORMATICS ADVANCES 2024; 4:vbae103. [PMID: 39040220 PMCID: PMC11262459 DOI: 10.1093/bioadv/vbae103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 06/14/2024] [Accepted: 07/12/2024] [Indexed: 07/24/2024]
Abstract
Motivation Understanding protein thermostability is essential for numerous biotechnological applications, but traditional experimental methods are time-consuming, expensive, and error-prone. Recently, deep learning (DL) techniques from natural language processing (NLP) was extended to the field of biology, since the primary sequence of proteins can be viewed as a string of amino acids that follow a physicochemical grammar. Results In this study, we developed TemBERTure, a DL framework that predicts thermostability class and melting temperature from protein sequences. Our findings emphasize the importance of data diversity for training robust models, especially by including sequences from a wider range of organisms. Additionally, we suggest using attention scores from Deep Learning models to gain deeper insights into protein thermostability. Analyzing these scores in conjunction with the 3D protein structure can enhance understanding of the complex interactions among amino acid properties, their positioning, and the surrounding microenvironment. By addressing the limitations of current prediction methods and introducing new exploration avenues, this research paves the way for more accurate and informative protein thermostability predictions, ultimately accelerating advancements in protein engineering. Availability and implementation TemBERTure model and the data are available at: https://github.com/ibmm-unibe-ch/TemBERTure.
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Affiliation(s)
- Chiara Rodella
- Institute of Biochemistry and Molecular Medicine (IBMM), University of Bern, Bern CH-3012, Switzerland
- Graduate School for Cellular and Biomedical Sciences (GCB), University of Bern, Bern CH-3012, Switzerland
| | - Symela Lazaridi
- Institute of Biochemistry and Molecular Medicine (IBMM), University of Bern, Bern CH-3012, Switzerland
- Graduate School for Cellular and Biomedical Sciences (GCB), University of Bern, Bern CH-3012, Switzerland
| | - Thomas Lemmin
- Institute of Biochemistry and Molecular Medicine (IBMM), University of Bern, Bern CH-3012, Switzerland
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Alarcón-Schumacher T, Guajardo-Leiva S, Martinez-Garcia M, Díez B. Ecogenomics and Adaptation Strategies of Southern Ocean Viral Communities. mSystems 2021; 6:e0039621. [PMID: 34374561 PMCID: PMC8407431 DOI: 10.1128/msystems.00396-21] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 07/21/2021] [Indexed: 11/20/2022] Open
Abstract
The Southern Ocean (SO) represents up to one-fifth of the total carbon drawdown worldwide. Intense selective pressures (low temperature, high UV radiation, and strong seasonality) and physical isolation characterize the SO, serving as a "natural" laboratory for the study of ecogenomics and unique adaptations of endemic viral populations. Here, we report 2,416 novel viral genomes from the SO, obtained from newly sequenced viral metagenomes in combination with mining of publicly available data sets, which represents a 25% increase in the SO viral genomes reported to date. They comprised 567 viral clusters (defined as approximately genus-level groups), with 186 genera endemic to the SO, demonstrating that the SO viral community is predominantly constituted by a large pool of genetically divergent viral species from widespread viral families. The predicted proteome from SO viruses revealed that several protein clusters related to cold-shock-event responses and quorum-sensing mechanisms involved in the lysogenic-lytic cycle shift decision were under positive selection, which is ultimately important for fine adaptation of viral populations in response to the strong selective pressures of the SO. Finally, changes in the hydrophobicity patterns and amino acid frequencies suggested marked temperature-driven genetic selection of the SO viral proteome. Our data provide valuable insights into how viruses adapt and remain successful in this extreme polar marine environment. IMPORTANCE Viruses are the most abundant biologic entities in marine systems and strongly influence the microbial community composition and diversity. However, little is known about viral communities' adaptation and diversification in the ocean. In this work, we take advantage of the geographical isolation and the intense selective pressures of the SO, to which viruses are exposed, to identify potential viral adaptations due to positive environmental selection and dispersal limitation. To that end, we recovered more than two thousand novel viral genomes, revealing a high degree of divergence in these SO endemic communities. Furthermore, we describe remarkable viral adaptations in amino acid frequencies and accessory proteins related to cold shock response and quorum sensing that allow them to thrive at lower temperatures. Consequently, our work greatly expands the understanding of the diversification of the viral communities of the SO and their particular adaptations to low temperatures.
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Affiliation(s)
- Tomás Alarcón-Schumacher
- Department of Molecular Genetics and Microbiology, Pontificia Universidad Católica de Chile, Santiago, Chile
- Max Planck Institute for Marine Microbiology, Bremen, Germany
| | - Sergio Guajardo-Leiva
- Department of Molecular Genetics and Microbiology, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Manuel Martinez-Garcia
- Department of Physiology, Genetics, and Microbiology, University of Alicante, Carretera San Vicente del Raspeig, San Vicente del Raspeig, Alicante, Spain
| | - Beatriz Díez
- Department of Molecular Genetics and Microbiology, Pontificia Universidad Católica de Chile, Santiago, Chile
- Center for Climate and Resilience Research (CR) 2, Santiago, Chile
- Center for Genome Regulation (CGR), Santiago, Chile
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4
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Molecular strategies to enhance stability and catalysis of extremophile-derived α-amylase using computational biology. Extremophiles 2021; 25:221-233. [PMID: 33754213 DOI: 10.1007/s00792-021-01223-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 03/10/2021] [Indexed: 12/29/2022]
Abstract
α-Amylase is the most significant glycoside hydrolase having applications in various industries. It cleaves the α,1-4 glucosidic linkages of polysaccharides like starch, glycogen to yield a small polymer of glucose in α-anomeric configuration. α-Amylase is produced by all the three domains of life but microorganisms are preferred sources for industrial-scale production due to several advantages. Enormous studies and research have been done in this field in the past few decades. Still, it is requisite to work on enzyme stability and catalysis, as it loses its functionality in extreme. As the enzyme loses its structural and catalytic property under extreme environmental conditions, it is mandatory to confer some potential strategies for enhancing enzyme behaviour in such conditions. This limitation of an enzyme can be overcome up to some extent by extremophiles. They serve as an excellent source of α-amylase with outstanding features. This review is an attempt to encapsulate some structure-based strategies for improving enzyme behaviour thereby enabling researchers to selectively amend any of the strategies as per requirement during upstream and downstream processing for higher enzyme yield and stability. Thus, it will provide some cutting-edge strategies for tailoring α-amylase producing organism and enzyme with the help of several computational biology tools.
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Different unfolding pathways of homologous alpha amylases from Bacillus licheniformis (BLA) and Bacillus amyloliquefaciens (BAA) in GdmCl and urea. Int J Biol Macromol 2020; 159:667-674. [PMID: 32442570 DOI: 10.1016/j.ijbiomac.2020.05.139] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 05/11/2020] [Accepted: 05/17/2020] [Indexed: 11/23/2022]
Abstract
Understanding the factors governing stability of proteins is fundamentally and industrially important topic in protein science. Bacterial alpha amylases are industrially important enzymes which are involved in the breakage of α-1, 4-glycosidic bonds in starch. Current study is focussed on elucidating the role of non-covalent interactions in the differential stability of alpha amylases from thermophilic like Bacillus licheniformis (BLA) and mesophilic Bacillus amyloliquefaciens (BAA). The conformational stability of BLA is slightly higher than BAA in GdmCl which are 2.94 and 2.53 kcal/mol respectively. BLA does not unfold even in 8.0 M urea at pH 7.0, while for BAA, the conformational stability in urea is calculated to be 2.22 kcal/mol. A structure-function relationship study of BLA reveals the non-coincidental unfolding by far UV-CD, enzyme activity and tryptophan fluorescence which indicates the presence of partially unfolded intermediates. The existence of intermediates in BLA during GdmCl induced unfolding was further confirmed by ANS fluorescence. The unfolding kinetics of both enzymes showed biphasic nature with slower unfolding of BLA compare to BAA pointing towards the higher kinetic stability of BLA than BAA. Taken together, our work demonstrates that the higher stability of BLA is mainly due to the combination of ionic and hydrophobic interactions.
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Pinto ÉSM, Dorn M, Feltes BC. The tale of a versatile enzyme: Alpha-amylase evolution, structure, and potential biotechnological applications for the bioremediation of n-alkanes. CHEMOSPHERE 2020; 250:126202. [PMID: 32092569 DOI: 10.1016/j.chemosphere.2020.126202] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 01/10/2020] [Accepted: 02/12/2020] [Indexed: 06/10/2023]
Abstract
As the primary source of a wide range of industrial products, the study of petroleum-derived compounds is of pivotal importance. However, the process of oil extraction and refinement is among the most environmentally hazardous practices, impacting almost all levels of the ecological chain. So far, the most appropriate strategy to overcome such an issue is through bioremediation, which revolves around the employment of different microorganisms to degrade hazardous compounds, generating less environmental impact and lower monetary costs. In this sense, a myriad of organisms and enzymes are considered possible candidates for the bioremediation process. Amidst the potential candidates is α-amylase, an evolutionary conserved starch-degrading enzyme. Notably, α-amylase was not only seen to degrade n-alkanes, a subclass of alkanes considered the most abundant petroleum-derived compounds but also low-density polyethylene, a dangerous pollutant produced from petroleum. Thus, due to its high conservation in both eukaryotic and prokaryotic lineages, in addition to the capability to degrade different types of hazardous compounds, the study of α-amylase becomes a rising interest. Nevertheless, there are no studies that review all biotechnological applications of α-amylase for bioremediation. In this work, we critically review the potential biotechnological applications of α-amylase, focusing on the biodegradation of petroleum-derived compounds. Evolutionary aspects are discussed, as well for all structural information and all features that could impact on the employment of this protein in the biotechnological industry, such as pH, temperature, and medium conditions. New perspectives and critical assessments are conducted regarding the application of α-amylase in the bioremediation of n-alkanes.
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Affiliation(s)
- Éderson Sales Moreira Pinto
- Laboratory of Structural Bioinformatics and Computational Biology, Center for Biotechnology, Federal University of Rio Grande do Sul, Brazil
| | - Márcio Dorn
- Laboratory of Structural Bioinformatics and Computational Biology, Institute of Informatics, Federal University of Rio Grande do Sul, Brazil; Laboratory of Structural Bioinformatics and Computational Biology, Center for Biotechnology, Federal University of Rio Grande do Sul, Brazil
| | - Bruno César Feltes
- Laboratory of Structural Bioinformatics and Computational Biology, Institute of Informatics, Federal University of Rio Grande do Sul, Brazil.
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Sosnowska ME, Jankiewicz U, Kutwin M, Chwalibog A, Gałązka A. Influence of salts and metal nanoparticles on the activity and thermal stability of a recombinant chitinase from Stenotrophomonas maltophilia N4. Enzyme Microb Technol 2018; 116:6-15. [PMID: 29887018 DOI: 10.1016/j.enzmictec.2018.05.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2017] [Revised: 03/08/2018] [Accepted: 05/04/2018] [Indexed: 11/28/2022]
Abstract
Cells of Escherichia coli Rosetta, containing plasmid pET-28a with sequences of DNA of chitinase from Stenotrophomonas maltophilia N4, were used for the efficient synthesis of recombinant chitinolytic enzyme. The objective of this study was to improve thermal stability of the recombinant chitinase by salts and metal nanoparticles (NP). The studied chitinase was thermolabile and largely lost its activity in the first minutes of storage at 50 and 60 °C. The optimum temperature for colloidal chitin hydrolysis by the enzyme was 50 °C. Application of sodium aurothiomalate hydrate and manganese chloride enhanced the activity of the recombinant enzyme. In general, chitinase activity was higher when silver nanoparticles (Ag-NP) were used, but lower for other NP. The thermal stability of chitinase immobilized on Ag-NP and manganese chloride was significantly higher than that of free chitinase. Chitinase thermal stability after gold and manganese oxide nanoparticle application was higher than that of the control at 50 °C. Platinum nanoparticles had no significant effect on thermostability. The Ag-NP had a smaller diameter (from 2 to 20 nm) than Au-NP (from 5 to 70 nm) and Pt-NP (from 4 to 80 nm). The TEM analysis showed that the used NP had a higher affinity for chitinase than for the synthetic substrate. The type, size, and location of the NP on the enzyme played a major role in the thermal stability of chitinase.
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Affiliation(s)
- Malwina Ewa Sosnowska
- Department of Animal Nutrition and Biotechnology, Warsaw University of Life Sciences, Ciszewskiego 8, Warsaw, 02-786 Poland; Department of Biochemistry, Warsaw University of Life Sciences, Nowoursynowska 159, Warsaw, 02-776 Poland
| | - Urszula Jankiewicz
- Department of Biochemistry, Warsaw University of Life Sciences, Nowoursynowska 159, Warsaw, 02-776 Poland
| | - Marta Kutwin
- Department of Animal Nutrition and Biotechnology, Warsaw University of Life Sciences, Ciszewskiego 8, Warsaw, 02-786 Poland
| | - André Chwalibog
- Department of Veterinary and Animal Sciences, University of Copenhagen, Groennegaardsvej 3, 1870 Frederiksberg, Denmark.
| | - Agnieszka Gałązka
- Department of Biochemistry, Warsaw University of Life Sciences, Nowoursynowska 159, Warsaw, 02-776 Poland
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8
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Column Chromatography Free Purification of Recombinant α-Amylase from Bacillus licheniformis by Tagging with Hydrophobic Elastin Like Polypeptide. ACTA ACUST UNITED AC 2017. [DOI: 10.1007/s40011-017-0862-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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9
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Li Z, Duan X, Chen S, Wu J. Improving the reversibility of thermal denaturation and catalytic efficiency of Bacillus licheniformis α-amylase through stabilizing a long loop in domain B. PLoS One 2017; 12:e0173187. [PMID: 28253342 PMCID: PMC5333897 DOI: 10.1371/journal.pone.0173187] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Accepted: 02/16/2017] [Indexed: 11/29/2022] Open
Abstract
The reversibility of thermal denaturation and catalytic efficiency of Bacillus licheniformis α-amylase were improved through site-directed mutagenesis. By using multiple sequence alignment and PoPMuSiC algorithm, Ser187 and Asn188, which located within a long loop in Domain B of Bacillus licheniformis α-amylase, were selected for mutation. In addition, Ala269, which is adjacent to Ser187 and Asn188, was also investigated. Seven mutants carrying the mutations S187D, N188T, N188S, A269K, A269K/S187D, S187D/N188T, and A269K/S187D/N188T were generated and characterized. The most thermostable mutant, A269K/S187D/N188T, exhibited a 9-fold improvement in half-life at 95°C and pH 5.5, compared with that of the wild-type enzyme. Mutant A269K/S187D/N188T also exhibited improved catalytic efficiency. The catalytic efficiency of mutant A269K/S187D/N188T reached 5.87×103±0.17 g·L-1·s-1 at pH 5.5, which is 1.84-fold larger than the corresponding value determined for the wild-type enzyme. Furthermore, the structure analysis showed that immobilization of the loop containing Ser187 and Asn188 plays a significant role in developing the properties of Bacillus licheniformis α-amylase.
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Affiliation(s)
- Zhu Li
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
- School of Biotechnology and Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
| | - Xuguo Duan
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
- School of Biotechnology and Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- Department of Food Science and Engineering, College of Light Industry Science and Engineering, Nanjing Forestry University, Nanjing, China
| | - Sheng Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
- School of Biotechnology and Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
| | - Jing Wu
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, China
- School of Biotechnology and Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
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10
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Empirical manipulation of the thermoinactivation kinetics of Bacillus amyloliquefaciens and Bacillus licheniformis α-amylases for thermal process evaluations. INNOV FOOD SCI EMERG 2016. [DOI: 10.1016/j.ifset.2016.10.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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11
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Dey TB, Kumar A, Banerjee R, Chandna P, Kuhad RC. Improvement of microbial α-amylase stability: Strategic approaches. Process Biochem 2016. [DOI: 10.1016/j.procbio.2016.06.021] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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12
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Asad S, Dastgheib SMM, Khajeh K. Construction of a horseradish peroxidase resistant toward hydrogen peroxide by saturation mutagenesis. Biotechnol Appl Biochem 2015; 63:789-794. [DOI: 10.1002/bab.1437] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Accepted: 08/18/2015] [Indexed: 11/09/2022]
Affiliation(s)
- Sedigheh Asad
- Department of Biotechnology; College of Science; University of Tehran; Tehran Iran
| | | | - Khosro Khajeh
- Department of Biochemistry; Faculty of Biological Science; Tarbiat Modares University; Tehran Iran
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13
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Kumar GS, Rather GM, Gurramkonda C, Reddy BR. Thermostable α-amylase immobilization: Enhanced stability and performance for starch biocatalysis. Biotechnol Appl Biochem 2015; 63:57-66. [DOI: 10.1002/bab.1350] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 12/19/2014] [Indexed: 12/18/2022]
Affiliation(s)
| | - Gulam Mohmad Rather
- Department of Chemistry; Indian Institute of Technology Delhi; New Delhi India
| | - Chandrasekhar Gurramkonda
- Department of Chemical; Biochemical and Environmental; Engineering; Technology Research Centre; Centre for Advanced Sensor Technology; University of Maryland Baltimore County (UMBC); Baltimore MD USA
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14
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Torabizadeh H, Tavakoli M, Safari M. Immobilization of thermostable α-amylase from Bacillus licheniformis by cross-linked enzyme aggregates method using calcium and sodium ions as additives. ACTA ACUST UNITED AC 2014. [DOI: 10.1016/j.molcatb.2014.06.005] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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15
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Bhanuramanand K, Ahmad S, Rao NM. Engineering deamidation-susceptible asparagines leads to improved stability to thermal cycling in a lipase. Protein Sci 2014; 23:1479-90. [PMID: 25043738 DOI: 10.1002/pro.2516] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 07/09/2014] [Accepted: 07/10/2014] [Indexed: 01/15/2023]
Abstract
At high temperatures, protein stability is influenced by chemical alterations; most important among them is deamidation of asparagines. Deamidation kinetics of asparagines depends on the local sequence, solvent, pH, temperature, and the tertiary structure. Suitable replacement of deamidated asparagines could be a viable strategy to improve deamidation-mediated loss in protein properties, specifically protein thermostability. In this study, we have used nano RP-HPLC coupled ESI MS/MS approach to identify residues susceptible to deamidation in a lipase (6B) on heat treatment. Out of 15 asparagines and six glutamines in 6B, only five asparagines were susceptible to deamidation at temperatures higher than 75°C. These five positions were subjected to site saturation mutagenesis followed by activity screen to identify the most suitable substitutions. Only three of the five asparagines were found to be tolerant to substitutions. Best substitutions at these positions were combined into a mutant. The resultant lipase (mutC) has near identical secondary structure and improved thermal tolerance as compared to its parent. The triple mutant has shown almost two-fold higher residual activity compared to 6B after four cycles at 90°C. MutC has retained more than 50% activity even after incubation at 100°C. Engineering asparagines susceptible to deamidation would be a potential strategy to improve proteins to withstand very high temperatures.
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Affiliation(s)
- K Bhanuramanand
- Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, 500007, India
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16
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Atanassov I, Stefanova K, Tomova I, Kamburova M. Seamless GFP and GFP-Amylase Cloning in Gateway Shuttle Vector, Expression of the Recombinant Proteins inE. ColiandBacillus Megateriumand Assessment of the GFP-Amylase Thermostability. BIOTECHNOL BIOTEC EQ 2014. [DOI: 10.5504/bbeq.2013.0079] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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17
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Silva AM, Marçal SL, Vitorino R, Domingues MR, Domingues P. Characterization of in vitro protein oxidation using mass spectrometry: A time course study of oxidized alpha-amylase. Arch Biochem Biophys 2013; 530:23-31. [DOI: 10.1016/j.abb.2012.12.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2012] [Revised: 12/04/2012] [Accepted: 12/06/2012] [Indexed: 12/19/2022]
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18
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Vickers JE, Hamilton SE, de Jersey J, Henry RJ, Marschke RJ, Inkerman PA. ASSESSMENT OFBACILLUS LICHENIFORMISα-AMYLASE AS A CANDIDATE ENZYME FOR GENETIC ENGINEERING OF MALTING BARLEY1. JOURNAL OF THE INSTITUTE OF BREWING 2013. [DOI: 10.1002/j.2050-0416.1996.tb00896.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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19
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Probing the role of asparagine mutation in thermostability of Bacillus KR-8104 α-amylase. Int J Biol Macromol 2012; 50:1175-82. [DOI: 10.1016/j.ijbiomac.2011.11.014] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2011] [Revised: 11/14/2011] [Accepted: 11/15/2011] [Indexed: 11/16/2022]
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20
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Investigating the structural and functional effects of mutating Asn glycosylation sites of horseradish peroxidase to Asp. Appl Biochem Biotechnol 2010; 164:454-63. [PMID: 21193964 DOI: 10.1007/s12010-010-9147-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2010] [Accepted: 12/07/2010] [Indexed: 10/18/2022]
Abstract
Horseradish peroxidase (HRP) has long attracted intense research interest and is used in many biotechnological fields, including diagnostics, biosensors, and biocatalysis. Enhancement of HRP catalytic activity and/or stability would further increase its applications. One of the problems with heterologus expression of HRP especially in prokaryotic host is lack of glycosylation that affects it's stability toward H(2)O(2) and thermal inactivation. In this study, two asparagine residues which constitute two of the eight glycosylation sites in native HRP (Asn 13 and 268) with respectively 83% and 65% surface accessibility were substituted with aspartic acid in recombinant HRP. Both mutant proteins expressed in Escherichia coli showed increased stabilities against heat (increase in t (1/2) from 20 min in native rHRP to 32 and 67 min in N13D and N268D) and H(2)O(2) (up to threefold). Unexpectedly, despite the distance of the mutated positions from the active site, notable alterations in steady-state k (cat) and K (m) values occurred with phenol/4-aminoantipyrine as reducing substrate which might be due to conformational changes. No significant alteration in flexibility was detected by acrylamide quenching analyses, but ANS binding experiments purposed lesser binding of ANS to hydrophobic patches in mutated HRPs. Double mutation was non-additive and non-synergistic.
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Alikhajeh J, Khajeh K, Ranjbar B, Naderi-Manesh H, Lin YH, Liu E, Guan HH, Hsieh YC, Chuankhayan P, Huang YC, Jeyaraman J, Liu MY, Chen CJ. Structure of Bacillus amyloliquefaciens alpha-amylase at high resolution: implications for thermal stability. Acta Crystallogr Sect F Struct Biol Cryst Commun 2010; 66:121-9. [PMID: 20124706 PMCID: PMC2815676 DOI: 10.1107/s1744309109051938] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2009] [Accepted: 12/02/2009] [Indexed: 11/10/2022]
Abstract
The crystal structure of Bacillus amyloliquefaciens alpha-amylase (BAA) at 1.4 A resolution revealed ambiguities in the thermal adaptation of homologous proteins in this family. The final model of BAA is composed of two molecules in a back-to-back orientation, which is likely to be a consequence of crystal packing. Despite a high degree of identity, comparison of the structure of BAA with those of other liquefying-type alpha-amylases indicated moderate discrepancies at the secondary-structural level. Moreover, a domain-displacement survey using anisotropic B-factor and domain-motion analyses implied a significant contribution of domain B to the total flexibility of BAA, while visual inspection of the structure superimposed with that of B. licheniformis alpha-amylase (BLA) indicated higher flexibility of the latter in the central domain A. Therefore, it is suggested that domain B may play an important role in liquefying alpha-amylases, as its rigidity offers a substantial improvement in thermostability in BLA compared with BAA.
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Affiliation(s)
- Jahan Alikhajeh
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
- Department of Biochemistry, Faculty of Science, Tarbiat Modares University, Tehran, Iran
| | - Khosro Khajeh
- Department of Biochemistry, Faculty of Science, Tarbiat Modares University, Tehran, Iran
| | - Bijan Ranjbar
- Department of Biophysics, Faculty of Science, Tarbiat Modares University, Tehran, Iran
| | - Hossein Naderi-Manesh
- Department of Biophysics, Faculty of Science, Tarbiat Modares University, Tehran, Iran
| | - Yi-Hung Lin
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - Enhung Liu
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - Hong-Hsiang Guan
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - Yin-Cheng Hsieh
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - Phimonphan Chuankhayan
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - Yen-Chieh Huang
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - Jeyakanthan Jeyaraman
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - Ming-Yih Liu
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
- Institute of Nuclear Energy Research Center, Atomic Energy Council, Taoyuan 32546, Taiwan
| | - Chun-Jung Chen
- Life Science Group, Scientific Research Division, National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
- Department of Physics, National Tsing Hua University, Hsinchu 30014, Taiwan
- Institute of Biotechnology, National Cheng Kung University, Tainan 70101, Taiwan
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22
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Jia J, Chen W, Ma H, Wang K, Zhao C. Use of a rhodamine-based bifunctional probe in N-terminal specific labeling of Thermomyces lanuginosus xylanase. MOLECULAR BIOSYSTEMS 2010; 6:1829-33. [DOI: 10.1039/c005223j] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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alpha-Amylase: an ideal representative of thermostable enzymes. Appl Biochem Biotechnol 2009; 160:2401-14. [PMID: 19763902 DOI: 10.1007/s12010-009-8735-4] [Citation(s) in RCA: 94] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2009] [Accepted: 07/28/2009] [Indexed: 10/20/2022]
Abstract
The conditions prevailing in the industrial applications in which enzymes are used are rather extreme, especially with respect to temperature and pH. Therefore, there is a continuing demand to improve the stability of enzymes and to meet the requirements set by specific applications. In this respect, thermostable enzymes have been proposed to be industrially relevant. In this review, alpha-amylase, a well-established representative of thermostable enzymes, providing an attractive model for the investigation of the structural basis of thermostability of proteins, has been discussed.
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24
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Lu T. Seeking new mutation clues from Bacillus licheniformis amylase by molecular dynamics simulations. Chem Phys Lett 2009. [DOI: 10.1016/j.cplett.2009.06.066] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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25
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Anitha Gopal B, Muralikrishna G. Porcine Pancreatic α-Amylase and its Isoforms: Purification and Kinetic Studies. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2009. [DOI: 10.1080/10942910801947755] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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26
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Skendi A, Papageorgiou M, Biliaderis C. Effect of barley β-glucan molecular size and level on wheat dough rheological properties. J FOOD ENG 2009. [DOI: 10.1016/j.jfoodeng.2008.10.009] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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27
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28
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Conformational stability and integrity of α-amylase from mung beans: Evidence of kinetic intermediate in GdmCl-induced unfolding. Biophys Chem 2008; 137:95-9. [DOI: 10.1016/j.bpc.2008.07.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2008] [Revised: 07/16/2008] [Accepted: 07/24/2008] [Indexed: 11/20/2022]
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29
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Thermally induced changes in the structure and activity of yeast hexokinase B. Biophys Chem 2008; 137:88-94. [PMID: 18715685 DOI: 10.1016/j.bpc.2008.07.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2008] [Revised: 07/14/2008] [Accepted: 07/14/2008] [Indexed: 11/23/2022]
Abstract
Yeast hexokinase has been poorly characterized in regard with its stability. In the present study, various spectroscopic techniques were employed to investigate thermal stability of the monomeric form of yeast hexokinase B (YHB). The enzyme underwent a conformational transition with a T(m) of about 41.9 degrees C. The structural transition proved to be significantly reversible below 55 degrees C and irreversible at higher temperatures. Thermoinactivation studies revealed that enzymatic activity diminished significantly at high temperatures, with greater loss of activity observed above 55 degrees C. Release of ammonia upon deamidation of YHB obeyed a similar temperature-dependence pattern. Dynamic light scattering and size exclusion-HPLC indicated formation of stable aggregates. Taking various findings on the influence of osmolytes and chaperone-like agents on YHB thermal denaturation together, it is proposed that the purely conformational transition of YHB is reversible, and irreversibility is due to aggregation, as a major cause. Deamidation of a critical Asn or Gln residue(s) may also play an important role.
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30
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Besselink T, Baks T, Janssen AE, Boom RM. A stochastic model for predicting dextrose equivalent and saccharide composition during hydrolysis of starch by α-amylase. Biotechnol Bioeng 2008; 100:684-97. [DOI: 10.1002/bit.21799] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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31
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Hmidet N, Bayoudh A, Berrin JG, Kanoun S, Juge N, Nasri M. Purification and biochemical characterization of a novel α-amylase from Bacillus licheniformis NH1. Process Biochem 2008. [DOI: 10.1016/j.procbio.2008.01.017] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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32
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Strucksberg K, Rosenkranz T, Fitter J. Reversible and irreversible unfolding of multi-domain proteins. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2007; 1774:1591-603. [DOI: 10.1016/j.bbapap.2007.09.005] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2007] [Revised: 09/06/2007] [Accepted: 09/10/2007] [Indexed: 10/22/2022]
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33
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Glutamic acid 219 is critical for the thermostability of a truncated α-amylase from alkaliphilic and thermophilic Bacillus sp. strain TS-23. World J Microbiol Biotechnol 2007. [DOI: 10.1007/s11274-007-9518-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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34
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Gaisberger R, Weis R, Luiten R, Skranc W, Wubbolts M, Griengl H, Glieder A. Counteracting expression deficiencies by anticipating posttranslational modification of PaHNL5-L1Q-A111G by genetic engineering. J Biotechnol 2007; 129:30-8. [PMID: 17234294 DOI: 10.1016/j.jbiotec.2006.12.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2005] [Revised: 08/11/2006] [Accepted: 10/09/2006] [Indexed: 10/23/2022]
Abstract
(R)-2-chloromandelic acid represents a key pharmaceutical intermediate. Its production on large scale was hampered by low turnover rates and moderate enantiomeric excess (ee) using enzyme as well as metal catalysts. The cloning and heterologous overexpression of an (R)-hydroxynitrile lyase from Prunus amygdalus opened a way to large-scale production of this compound. Especially the rationally designed mutation of alanine to glycine at amino acid position 111 of the mature protein tremendously raised the yield for enantioselective conversion of 2-chlorobenzaldehyde to (R)-2-chloromandelonitrile, which can be hydrolysed to the corresponding alpha hydroxy acid. However, expression of this mutein was less efficient than for the unmodified enzyme. Subsequent LC/MS/MS-analysis of the protein sequence revealed that mutation A111G triggered the posttranslational deamidation of the neighbouring residue asparagine (N110) to aspartic acid. This finding on the one hand could explain the decreased secretion efficiency of the mutant as compared to the wildtype enzyme, but on the other hand raised the question which of the two residues was truly accountable for the enhanced conversion. The muteins N110D, A111G and N110DA111G were constructed and compared in terms of protein productivity and performance in chemical syntheses. The expression level of the double mutein was augmented significantly and the enantioselectivity remained high. Reduced protein expression of mutein PaHNL5-L1Q-A111G was remedied by mutational anticipation of posttranslational deamidation.
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Affiliation(s)
- Richard Gaisberger
- Research Centre Applied Biocatalysis, Institute of Organic Chemistry, Graz University of Technology, Stremayrgasse 16, A-8010 Graz, Austria
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35
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Lee S, Mouri Y, Minoda M, Oneda H, Inouye K. Comparison of the wild-type alpha-amylase and its variant enzymes in Bacillus amyloliquefaciens in activity and thermal stability, and insights into engineering the thermal stability of bacillus alpha-amylase. J Biochem 2006; 139:1007-15. [PMID: 16788051 DOI: 10.1093/jb/mvj107] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The starch hydrolysis activity and thermal stability of Bacillus amyloliquefaciens alpha-amylase (wild-type enzyme or WT) and its variant enzymes, designated as M77, M111, and 21B, were compared. All have an optimal pH at around 6, as well as almost the same reaction rates and Km and kcat values. The optimal temperature in the absence of Ca2+ ions is 60 degrees C for WT and M77 and 40 degrees C for M111 and 21B. Those of M111 and 21B rose to 50-60 degrees C upon the addition of 5 mM CaCl2, while those of WT and M77 did not change. The dissociation constants Kd for Ca2+ to WT and M77 are much lower than those of M111 and 21B. Asp233 in WT is replaced by Asn in M111 and 21B, while it is retained in M77, suggesting that Asp233 is involved in the thermal stability of the enzyme through Ca2+ ion binding. These findings provide insight into engineering the thermal stability of B. amyloliquefaciens alpha-amylase, which would be useful for its applications in the baking industry and in glucose manufacturing.
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Affiliation(s)
- Seunjae Lee
- Division of Food Science and Biotechnology, Graduate School of Agriculture, Kyoto University, Sakyo-ku, Kyoto 606-8502
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36
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Tang SY, Le QT, Shim JH, Yang SJ, Auh JH, Park C, Park KH. Enhancing thermostability of maltogenic amylase from Bacillus thermoalkalophilus ET2 by DNA shuffling. FEBS J 2006; 273:3335-45. [PMID: 16857016 DOI: 10.1111/j.1742-4658.2006.05337.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
DNA shuffling was used to improve the thermostability of maltogenic amylase from Bacillus thermoalkalophilus ET2. Two highly thermostable mutants, III-1 and III-2, were generated after three rounds of shuffling and recombination of mutations. Their optimal reaction temperatures were all 80 degrees C, which was 10 degrees C higher than that of the wild-type. The mutant enzyme III-1 carried seven mutations: N147D, F195L, N263S, D311G, A344V, F397S, and N508D. The half-life of III-1 was about 20 times greater than that of the wild-type at 78 degrees C. The mutant enzyme III-2 carried M375T in addition to the mutations in III-1, which was responsible for the decrease in specific activity. The half-life of III-2 was 568 min while that of the wild-type was < 1 min at 80 degrees C. The melting temperatures of III-1 and III-2, as determined by differential scanning calorimetry, increased by 6.1 degrees C and 11.4 degrees C, respectively. Hydrogen bonding, hydrophobic interaction, electrostatic interaction, proper packing, and deamidation were predicted as the mechanisms for the enhancement of thermostability in the enzymes with the mutations.
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Affiliation(s)
- Shuang-Yan Tang
- Center for Agricultural Biomaterials, and Department of Food Science and Biotechnology, School of Agricultural Biotechnology, Seoul National University, South Korea
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37
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Duy C, Fitter J. How aggregation and conformational scrambling of unfolded states govern fluorescence emission spectra. Biophys J 2006; 90:3704-11. [PMID: 16500981 PMCID: PMC1440751 DOI: 10.1529/biophysj.105.078980] [Citation(s) in RCA: 120] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
In a case study on five homologous alpha-amylases we analyzed the properties of unfolded states as obtained from treatments with GndHCl and with elevated temperatures. In particular the wavelength of the tryptophan fluorescence emission peak (lambda(max)) is a valuable parameter to characterize properties of the unfolded state. In all cases with a typical red shift of the emission spectrum occurring during structural unfolding we observed a larger magnitude of this shift for GndHCl-induced unfolding as compared to thermal unfolding. Although a quantitative relation between aggregation and reduction of the unfolding induced red shifts cannot be given, our data indicate that protein aggregation contributes significantly to smaller magnitudes of red shifts as observed during thermal unfolding. In addition, other properties of the unfolded states, most probable structural compactness or simply differences in the conformational scrambling, also affect the magnitude of red shifts. For the irreversible unfolding alpha-amylases studied here, transition temperatures and magnitudes of red shifts are strongly depending on heating rates. Lower protein concentrations and smaller heating rates lead to larger red shifts upon thermal unfolding, indicating that under these conditions the protein aggregation is less pronounced.
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Affiliation(s)
- C Duy
- Forschungszentrum Jülich, IBI-2, Biologische Strukturforschung, D-52425 Jülich, Germany
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38
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Rodríguez VB, Alameda EJ, Gallegos JM, Requena AR, López AG. Thermal deactivation of a commercial α-amylase from Bacillus licheniformis used in detergents. Biochem Eng J 2006. [DOI: 10.1016/j.bej.2005.08.018] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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39
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Duy C, Fitter J. Thermostability of Irreversible Unfolding α-Amylases Analyzed by Unfolding Kinetics. J Biol Chem 2005; 280:37360-5. [PMID: 16150692 DOI: 10.1074/jbc.m507530200] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
For most multidomain proteins the thermal unfolding transitions are accompanied by an irreversible step, often related to aggregation at elevated temperatures. As a consequence the analysis of thermostabilities in terms of equilibrium thermodynamics is not applicable, at least not if the irreversible process is fast with respect the structural unfolding transition. In a comparative study we investigated aggregation effects and unfolding kinetics for five homologous alpha-amylases, all from mesophilic sources but with rather different thermostabilities. The results indicate that for all enzymes the irreversible process is fast and the precedent unfolding transition is the rate-limiting step. In this case the kinetic barrier toward unfolding, as measured by unfolding rates as function of temperature, is the key feature in thermostability. The investigated enzymes exhibit activation energies (E(a)) between 208 and 364 kJmol(-1) and pronounced differences in the corresponding unfolding rates. The most thermostable alpha-amylase from Bacillus licheniformis (apparent transition temperature, T(1/2) approximately 100 degrees C) shows an unfolding rate which is four orders of magnitude smaller as compared with the alpha-amylase from pig pancreas (T(1/2) approximately 65 degrees C). Even with respect to two other alpha-amylases from Bacillus species (T(1/2) approximately 86 degrees C) the difference in unfolding rates is still two orders of magnitude.
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Affiliation(s)
- Cihangir Duy
- Forschungszentrum Jülich, IBI-2, Biologische Strukturforschung, Jülich, Germany
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40
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Tehei M, Zaccai G. Adaptation to extreme environments: macromolecular dynamics in complex systems. Biochim Biophys Acta Gen Subj 2005; 1724:404-10. [PMID: 15951115 DOI: 10.1016/j.bbagen.2005.05.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2005] [Revised: 05/03/2005] [Accepted: 05/04/2005] [Indexed: 10/25/2022]
Abstract
What we previously thought of as insurmountable physical and chemical barriers to life, we now see as yet another niche harbouring 'extremophiles'. Extremophiles and their macromolecules had to develop molecular mechanisms of adaptation to extreme physico-chemical conditions. Using neutron spectroscopy, we have demonstrated that molecular dynamics represents one of these molecular mechanisms of adaptation. To which extent do hyper-saline conditions and extreme temperatures influence molecular dynamics? First, molecular dynamics were analysed for halophilic malate dehydrogenase from Haloarcula marismortui (Hm MalDH) under different molar solvent salt concentration conditions influencing its stability. Secondly, mean macromolecular motions were measured in-vivo in psychrophile (Aquaspirillum arcticum), mesophile (Escherichia coli and Proteus mirabilis), thermophile (Thermus thermophilus), and hyperthermophile (Aquifex pyrofilus) bacteria. The mean constant force of Hm MalDH increases progessively with increasing stability. The results show that the molecular adaptation of Hm MalDH to hyper-saline conditions is achieved through an increasing resilience of its structure dominated by enthalpic mechanisms. The study of bacteria has provided tools to quantify the macromolecular adaptation to extreme temperatures in the naturally crowded environment of the cell. The macromolecular resilience of bacteria increases with adaptation to high temperatures.
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Affiliation(s)
- Moeava Tehei
- INFM-OGG CRS-SOFT, c/o Institut Laue-Langevin, 6 rue Jules Horowitz BP 156, 38042 Grenoble Cedex 9, France.
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41
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42
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Hashim SO, Kaul RH, Andersson M, Mulaa FJ, Mattiasson B. Differential scanning calorimetric studies of a Bacillus halodurans α-amylase. Biochim Biophys Acta Gen Subj 2005; 1723:184-91. [PMID: 15826839 DOI: 10.1016/j.bbagen.2005.03.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2004] [Revised: 02/26/2005] [Accepted: 03/03/2005] [Indexed: 10/25/2022]
Abstract
The thermal unfolding of Amy 34, a recombinant alpha-amylase from Bacillus halodurans, has been investigated using differential scanning calorimetry (DSC). The denaturation of Amy 34 involves irreversible processes with an apparent denaturation temperature (T(m)) of 70.8 degrees C at pH 9.0, with four transitions, as determined using multiple Gaussian curves. The T(m) increased by 5 degrees C in the presence of 100-fold molar excess of CaCl2 while the aggregation of Amy 34 was observed in the presence of 1000-fold molar excess of CaCl2. Increase in the calcium ion concentration from 1- to 5-fold molar excess resulted in an increase in calorimetric enthalpy (DeltaH(cal)), however, at higher concentrations of CaCl2 (up to 100-fold), DeltaH(cal) was found to decrease, accompanied by a decrease in entropy change (DeltaS), while the T(m) steadily increased. The presence of 100-fold excess of metal chelator, EDTA, resulted in a decrease in T(m) by 10.4 degrees C. T(m) was also decreased to 61.1 degrees C and 65.9 degrees C at pH 6.0 and pH 11.0, respectively.
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Affiliation(s)
- Suhaila O Hashim
- Department of Biotechnology, Center for Chemistry and Chemical Engineering, Lund University, Box 124, SE-221 00 Lund, Sweden.
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43
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Shahhoseini M, Ziaee AA, Pourbabai AA, Ghaemi N, Declerck N. A natural variant of Bacillus licheniformis alpha-amylase isolated from flour mill wastewaters sheds light on the origin of high thermostability. J Appl Microbiol 2005; 98:24-32. [PMID: 15610414 DOI: 10.1111/j.1365-2672.2004.02407.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AIMS Understanding the origin of high thermostability exhibited by the alpha-amylase produced by a natural strain of Bacillus licheniformis. METHODS AND RESULTS The MSH320 alpha-amylase gene has been cloned from a native strain of B. licheniformis isolated from flour mill wastewaters in Kashan, central Iran, and its nucleotide sequence was determined (GenBank Accession Number AF438149). Whereas previously cloned B. licheniformisalpha-amylase (BLA) genes are nearly identical, the MSH320 gene coding sequence presents only 93% identity with the reference 'wild-type' BLA gene, most of the nucleotide changes leading to silent mutations. Amino acid substitutions occurred at 19 of the 483 residues of the matured protein, distributed all along the protein sequence. Nevertheless, the natural BLA variant presents thermoinactivation kinetics similar to that of the reference BLA. Protein modelling and structural predictions at the substitution sites suggest that half of the mutations may have a significant stabilizing or destabilizing effect on the protein structure. Compensatory mutations thus occurred in the natural variant in order to maintain thermostability to the level of the reference enzyme. CONCLUSIONS The exceptional high thermostability of BLA, although produced by a nonthermophilic organism, is not fortuitous but subject to a selective pressure still at work in natural environments. SIGNIFICANCE AND IMPACT OF THE STUDY BLA thermal performances are not naturally maximized and can be substantially improved by protein engineering.
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Affiliation(s)
- M Shahhoseini
- Institute of Biochemistry and Biophysics, Faculty of Sciences, University of Tehran, Tehran, I.R. Iran.
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44
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Borgi MA, Srih-Belguith K, Ben Ali M, Mezghani M, Tranier S, Haser R, Bejar S. Glucose isomerase of the Streptomyces sp. SK strain: purification, sequence analysis and implication of alanine 103 residue in the enzyme thermostability and acidotolerance. Biochimie 2004; 86:561-8. [PMID: 15388233 DOI: 10.1016/j.biochi.2004.07.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2004] [Accepted: 07/08/2004] [Indexed: 11/29/2022]
Abstract
The glucose isomerase gene (xylA) from the Streptomyces sp. SK strain encodes a 386-amino-acid protein (42.7 kDa) showing extensive identities with many other bacterial glucose isomerases. We have shown by gel filtration chromatography and SDS-PAGE analysis that the purified recombinant glucose isomerase (SKGI) is a 180 kDa tetramer of four 43 kDa subunits. Sequence inspection revealed that this protein, present some special characteristics like the abundance of hydrophobic residues and some original amino-acid substitutions, which distinguish SKGI from the other GIs previously reported. The presence of an Ala residue at position 103 in SKGI is especially remarkable, since the same amino-acid was found at the equivalent position in the extremely thermostable GIs from Thermus thermophilus and Thermotoga neapolitana; whereas a Gly was found in the majority of less thermostable GIs from Streptomyces. The Ala103Gly mutation, introduced in SKGI, significantly decreases the half-life time at 90 degrees C from 80 to 50 min and also shifts the optimum pH from 6.5 to 7.5. This confirms the implication of the Ala103 residue on SKGI thermostability and activity at low pH. A homology model of SKGI based on the SOGI (that of Streptomyces olivochromogenes) crystal structure has been constructed in order to understand the mutational effects on a molecular scale. Hence, the Ala103Gly mutation, affecting enzyme properties, is presumed to increase molecular flexibility and to destabilize, in particular at elevated temperature, the 91-109 loop that includes the important catalytic residue, Phe94.
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Affiliation(s)
- Mohamed Ali Borgi
- Laboratoire d'Enzymes et de Métabolites des Procaryotes, Centre de Biotechnologie de Sfax BP K 3038 Sfax, Tunisie
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45
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Asghari SM, Khajeh K, Ranjbar B, Sajedi RH, Naderi-Manesh H. Comparative studies on trifluoroethanol (TFE) state of a thermophilic α-amylase and its mesophilic counterpart: limited proteolysis, conformational analysis, aggregation and reactivation of the enzymes. Int J Biol Macromol 2004; 34:173-9. [PMID: 15225989 DOI: 10.1016/j.ijbiomac.2004.03.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/15/2004] [Indexed: 11/21/2022]
Abstract
Detailed circular dichroism (CD), scattering and quenching studies, 1-anilinonaphthalene-8-sulfonate (ANS) binding, irreversible thermoinactivation, activity measurements and proteolytic digestion of bacterial alpha-amylases have been carried out to elucidate the effect of trifluoroethanol (TFE) on the structure of these enzymes. Under high concentrations of TFE both of the alpha-amylases, a thermostable alpha-amylase from Bacillus licheniformis (BLA) and its mesophilic counterpart from Bacillus amyloliquefaciens (BAA), acquire partially folded state characterized by an enhanced content of the secondary structure (helix) and reduced tertiary structures. According to ANS binding studies, we suggest that the TFE states induced by TFE/water mixture are not the molten globule state in the alpha-amylase folding pathway. In addition, data shows significant reversible aggregation of both enzymes in TFE/water mixtures with concentration between 10 and 60% (v/v). However, reversibility is more in case of BAA. As expected, in the absence of TFE, the thermophilic enzyme compared to mesophilic enzyme, shows a greater resistance to digestion by thermolysin. With respect to fluorescence quenching by acrylamide and potassium iodide, the thermophilic enzyme, BLA, is characterized by higher structural flexibility as compared to the BAA. On the other hand, in the presence of TFE, the enzymes are digested by protease to produce large protein fragments. It is proposed that highly helical secondary structures, acquired by BAA and BLA when dissolved in aqueous TFE, prevent binding and adaptation of the protein substrate at the active site of the protease.
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Affiliation(s)
- S Mohsen Asghari
- Department of Biochemistry and Biophysics, Faculty of Science, Tarbiat Modarres University, P.O. Box 14115-175, Tehran, Iran
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Mandrich L, Pezzullo M, Del Vecchio P, Barone G, Rossi M, Manco G. Analysis of Thermal Adaptation in the HSL Enzyme Family. J Mol Biol 2004; 335:357-69. [PMID: 14659763 DOI: 10.1016/j.jmb.2003.10.038] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The recently solved three-dimensional (3D) structures of two thermostable members of the carboxylesterase/lipase HSL family, namely the Alicyclobacillus (formerly Bacillus) acidocaldarius and Archaeoglobus fulgidus carboxylesterases (EST2 and AFEST, respectively) were compared with that of the mesophilic homologous counterpart Brefeldine A esterase from Bacillus subtilis. Since the 3D homology models of other members of the HSL family were also available, we performed a structural alignment with all these sequences. The resulting alignment was used to assess the amino acid "traffic rule" in the HSL family. Quite surprisingly, the data were in very good agreement with those recently reported from two independent groups and based on the comparison of a huge number of homologous sequences from the genus Bacillus, Methanococcus and Deinococcus/Thermus. Taken as a whole, the data point to the statistical meaning of defined amino acid conversions going from psychrophilic to hyperthermophilic sequences. We identified and mapped several such changes onto the EST2 structure and observed that such mutations were localized mostly in loops regions or alpha-helices and were mostly excluded from the active site. A site-directed mutagenesis of two of the identified residues confirmed they were involved in thermal stability.
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Affiliation(s)
- L Mandrich
- Istituto di Biochimica delle Proteine, Consiglio Nazionale delle Ricerche, Via P. Castellino 111, 80131, Naples, Italy
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Nielsen AD, Pusey ML, Fuglsang CC, Westh P. A proposed mechanism for the thermal denaturation of a recombinant Bacillus halmapalus α-amylase—the effect of calcium ions. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2003; 1652:52-63. [PMID: 14580996 DOI: 10.1016/j.bbapap.2003.08.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The thermal stability of a recombinant alpha-amylase from Bacillus halmapalus alpha-amylase (BHA) has been investigated using circular dichroism spectroscopy (CD) and differential scanning calorimetry (DSC). This alpha-amylase is homologous to other Bacillus alpha-amylases where crystallographic studies have identified the existence of three calcium binding sites in the structure. Denaturation of BHA is irreversible with a T(m) of approximately 89 degrees C and DSC thermograms can be described using a one-step irreversible model. A 5 degrees C increase in T(m) in the presence of 10-fold excess CaCl(2) was observed. However, a concomitant increase in the tendency to aggregate was also observed. The presence of 30-40-fold excess calcium chelator (ethylenediaminetetraacetic acid (EDTA) or ethylene glycol-bis[beta-aminoethyl ether] N,N,N',N'-tetraacetic acid (EGTA)) results in a large destabilization of BHA, corresponding to about 40 degrees C lower T(m) as determined by both CD and DSC. Ten-fold excess EGTA reveals complex DSC thermograms corresponding to both reversible and irreversible transitions, which probably originate from different populations of BHA/calcium complexes. Combined interpretation of these observations and structural information on homologous alpha-amylases forms the basis for a suggested mechanism underlying the inactivation mechanism of BHA. The mechanism includes irreversible thermal denaturation of different BHA/calcium complexes and the calcium binding equilibria. Furthermore, the model accounts for a temperature-induced reversible structural change associated with calcium binding.
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Affiliation(s)
- Anders D Nielsen
- Department of Life Sciences and Chemistry, Roskilde University, P.O. Box 260, 1-Universitetsvej, DK-4000 Roskilde, Denmark
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Shiau RJ, Hung HC, Jeang CL. Improving the thermostability of raw-starch-digesting amylase from a Cytophaga sp. by site-directed mutagenesis. Appl Environ Microbiol 2003; 69:2383-5. [PMID: 12676725 PMCID: PMC154812 DOI: 10.1128/aem.69.4.2383-2385.2003] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A heat-stable raw-starch-digesting amylase (RSDA) was generated through PCR-based site-directed mutagenesis. At 65 degrees C, the half-life of this mutant RSDA, which, compared with the wild-type RSDA, lacks amino acids R178 and G179, was increased 20-fold. While the wild type was inactivated completely at pH 3.0, the mutant RSDA still retained 41% of its enzymatic activity. The enhancement of RSDA thermostability was demonstrated to be via a Ca(2+)-independent mechanism.
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Affiliation(s)
- Rong-Jen Shiau
- Department of Food Science, National Chung Hsing University, Taichung, Taiwan, Republic of China
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Machius M, Declerck N, Huber R, Wiegand G. Kinetic stabilization of Bacillus licheniformis alpha-amylase through introduction of hydrophobic residues at the surface. J Biol Chem 2003; 278:11546-53. [PMID: 12540849 DOI: 10.1074/jbc.m212618200] [Citation(s) in RCA: 101] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
It is generally assumed that in proteins hydrophobic residues are not favorable at solvent-exposed sites, and that amino acid substitutions on the surface have little effect on protein thermostability. Contrary to these assumptions, we have identified hyperthermostable variants of Bacillus licheniformis alpha-amylase (BLA) that result from the incorporation of hydrophobic residues at the surface. Under highly destabilizing conditions, a variant combining five stabilizing mutations unfolds 32 times more slowly and at a temperature 13 degrees C higher than the wild-type. Crystal structure analysis at 1.7 A resolution suggests that stabilization is achieved through (a) extension of the concept of increased hydrophobic packing, usually applied to cavities, to surface indentations, (b) introduction of favorable aromatic-aromatic interactions on the surface, (c) specific stabilization of intrinsic metal binding sites, and (d) stabilization of a beta-sheet by introducing a residue with high beta-sheet forming propensity. All mutated residues are involved in forming complex, cooperative interaction networks that extend from the interior of the protein to its surface and which may therefore constitute "weak points" where BLA unfolding is initiated. This might explain the unexpectedly large effect induced by some of the substitutions on the kinetic stability of BLA. Our study shows that substantial protein stabilization can be achieved by stabilizing surface positions that participate in underlying cooperatively formed substructures. At such positions, even the apparently thermodynamically unfavorable introduction of hydrophobic residues should be explored.
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Affiliation(s)
- Mischa Machius
- University of Texas, Southwestern Medical Center at Dallas, Texas 75390, USA.
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Vieille C, Epting KL, Kelly RM, Zeikus JG. Bivalent cations and amino-acid composition contribute to the thermostability of Bacillus licheniformis xylose isomerase. EUROPEAN JOURNAL OF BIOCHEMISTRY 2001; 268:6291-301. [PMID: 11733026 DOI: 10.1046/j.0014-2956.2001.02587.x] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Comparative analysis of genome sequence data from mesophilic and hyperthermophilic micro-organisms has revealed a strong bias against specific thermolabile amino-acid residues (i.e. N and Q) in hyperthermophilic proteins. The N + Q content of class II xylose isomerases (XIs) from mesophiles, moderate thermophiles, and hyperthermophiles was examined. It was found to correlate inversely with the growth temperature of the source organism in all cases examined, except for the previously uncharacterized XI from Bacillus licheniformis DSM13 (BLXI), which had an N + Q content comparable to that of homologs from much more thermophilic sources. To determine whether BLXI behaves as a thermostable enzyme, it was expressed in Escherichia coli, and the thermostability and activity properties of the recombinant enzyme were studied. Indeed, it was optimally active at 70-72 degrees C, which is significantly higher than the optimal growth temperature (37 degrees C) of B. licheniformis. The kinetic properties of BLXI, determined at 60 degrees C with glucose and xylose as substrates, were comparable to those of other class II XIs. The stability of BLXI was dependent on the metallic cation present in its two metal-binding sites. The enzyme thermostability increased in the order apoenzyme < Mg2+-enzyme < Co2+-enzyme approximately Mn2+-enzyme, with melting temperatures of 50.3 degrees C, 53.3 degrees C, 73.4 degrees C, and 73.6 degrees C. BLXI inactivation was first-order in all conditions examined. The energy of activation for irreversible inactivation was also strongly influenced by the metal present, ranging from 342 kJ x mol(-1) (apoenzyme) to 604 kJ x mol(-1) (Mg2+-enzyme) to 1166 kJ x mol(-1) (Co2+-enzyme). These results suggest that the first irreversible event in BLXI unfolding is the release of one or both of its metals from the active site. Although N + Q content was an indicator of thermostability for class II XIs, this pattern may not hold for other sets of homologous enzymes. In fact, the extremely thermostable alpha-amylase from B. licheniformis was found to have an average N + Q content compared with homologous enzymes from a variety of mesophilic and thermophilic sources. Thus, it would appear that protein thermostability is a function of more complex molecular determinants than amino-acid content alone.
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Affiliation(s)
- C Vieille
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, USA
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