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Deane DT, Cope TA, Schulz AM, Bennett ET, Hughes RM. Design, Heterologous Expression, and Application of an Immobilized Protein Kinase. Bioconjug Chem 2023; 34:204-211. [PMID: 36379001 DOI: 10.1021/acs.bioconjchem.2c00485] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Protein kinase A (PKA) is a biologically important enzyme for cell regulation, often referred to as the "central kinase". An immobilized PKA that retains substrate specificity and activity would be a useful tool for laboratory scientists, enabling targeted phosphorylation without interference from downstream kinase contamination or kinase autophosphorylation in sensitive assays. Moreover, it might also provide the benefits of robustness and reusability that are often associated with immobilized enzyme preparations. In this work, we describe the creation of a recombinant PKA fusion protein that incorporates the HaloTag covalent immobilization system. We demonstrate that protein fusion design, including affinity tag placement, is critical for optimal heterologous expression in Escherichia coli. Furthermore, we demonstrate various applications of our immobilized PKA, including the phosphorylation of recombinant PKA substrates, such as vasodilator-stimulated phosphoprotein, and endogenous PKA substrates in a cell lysate. This immobilized PKA also possesses robust activity and reusability over multiple trials. This work holds promise as a generalizable strategy for the production and application of immobilized protein kinases.
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Affiliation(s)
- Dalton T Deane
- Department of Chemistry, East Carolina University, Greenville, North Carolina 27858, United States
| | - Thomas A Cope
- University of Alabama, Tuscaloosa, Alabama 35487, United States
| | - Anna M Schulz
- Department of Chemistry, East Carolina University, Greenville, North Carolina 27858, United States
| | - Edward T Bennett
- University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27514, United States
| | - Robert M Hughes
- Department of Chemistry, East Carolina University, Greenville, North Carolina 27858, United States
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2
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Ferey J, Da Silva D, Colas C, Lafite P, Topalis D, Roy V, Agrofoglio LA, Daniellou R, Maunit B. Monitoring of phosphorylation using immobilized kinases by on-line enzyme bioreactors hyphenated with High-Resolution Mass Spectrometry. Talanta 2019; 205:120120. [PMID: 31450426 DOI: 10.1016/j.talanta.2019.120120] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 07/01/2019] [Accepted: 07/04/2019] [Indexed: 11/18/2022]
Abstract
Nucleosides analogues are the cornerstone of the treatment of several human diseases. They are especially at the forefront of antiviral therapy. Their therapeutic efficiency depends on their capacity to be converted to the active nucleoside triphosphate form through successive phosphorylation steps catalyzed by nucleoside/nucleotide kinases. In this context, it is mandatory to develop a rapid, reliable and sensitive enzyme activity test to evaluate their metabolic pathways. In this study, we report a proof of concept to directly monitor on-line nucleotide multiple phosphorylation. The methodology was developed by on-line enzyme bioreactors hyphenated with High-Resolution Mass Spectrometry detection. Human Thymidylate Kinase (hTMPK) and human Nucleoside Diphosphate Kinase (hNDPK) were covalently immobilized on functionalized silica beads, and packed into micro-bioreactors (40 μL). By continuous infusion of substrate into the bioreactors, the conversion of thymidine monophosphate (dTMP) into its di- (dTDP) and tri-phosphorylated (dTTP) forms was visualized by monitoring their Extracted Ion Chromatogram (EIC) of their [M - H]- ions. Both bioreactors were found to be robust and durable over 60 days (storage at 4 °C in ammonium acetate buffer), after 20 uses and more than 750 min of reaction, making them suitable for routine analysis. Each on-line conversion step was shown rapid (<5 min), efficient (conversion efficiency > 55%), precise and repeatable (CV < 3% for run-to-run analysis). The feasibility of the on-line multi-step conversion from dTMP to dTTP was also proved. In the context of selective antiviral therapy, this proof of concept was then applied to the monitoring of specificity of conversion of two synthesized Acyclic Nucleosides Phosphonates (ANPs), regarding human Thymidylate Kinase (hTMPK) and vaccina virus Thymidylate Kinase (vvTMPK).
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Affiliation(s)
- Justine Ferey
- Univ. Orléans, CNRS, ICOA, UMR 7311, F-45067, Orléans, France.
| | - David Da Silva
- Univ. Orléans, CNRS, ICOA, UMR 7311, F-45067, Orléans, France
| | - Cyril Colas
- Univ. Orléans, CNRS, ICOA, UMR 7311, F-45067, Orléans, France; CNRS, CBM, UPR 4301, Univ-Orléans, F-45071, Orléans, France
| | - Pierre Lafite
- Univ. Orléans, CNRS, ICOA, UMR 7311, F-45067, Orléans, France
| | - Dimitrios Topalis
- Rega Institute for Medical Research, KU Leuven, Herestraat 49 - Box 1043, 3000, Leuven, Belgium
| | - Vincent Roy
- Univ. Orléans, CNRS, ICOA, UMR 7311, F-45067, Orléans, France
| | | | | | - Benoît Maunit
- Univ. Orléans, CNRS, ICOA, UMR 7311, F-45067, Orléans, France
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3
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Schrittwieser JH, Velikogne S, Hall M, Kroutil W. Artificial Biocatalytic Linear Cascades for Preparation of Organic Molecules. Chem Rev 2017; 118:270-348. [DOI: 10.1021/acs.chemrev.7b00033] [Citation(s) in RCA: 387] [Impact Index Per Article: 48.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Joerg H. Schrittwieser
- Institute
of Chemistry, Organic and Bioorganic Chemistry, University of Graz, NAWI Graz, BioTechMed Graz, Heinrichstrasse 28, 8010 Graz, Austria
| | - Stefan Velikogne
- ACIB
GmbH, Department of Chemistry, University of Graz, Heinrichstrasse
28, 8010 Graz, Austria
| | - Mélanie Hall
- Institute
of Chemistry, Organic and Bioorganic Chemistry, University of Graz, NAWI Graz, BioTechMed Graz, Heinrichstrasse 28, 8010 Graz, Austria
| | - Wolfgang Kroutil
- Institute
of Chemistry, Organic and Bioorganic Chemistry, University of Graz, NAWI Graz, BioTechMed Graz, Heinrichstrasse 28, 8010 Graz, Austria
- ACIB
GmbH, Department of Chemistry, University of Graz, Heinrichstrasse
28, 8010 Graz, Austria
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4
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Ali G, Moreau T, Forano C, Mousty C, Prevot V, Charmantray F, Hecquet L. Chiral Polyol Synthesis Catalyzed by a Thermostable Transketolase Immobilized on Layered Double Hydroxides in Ionic liquids. ChemCatChem 2015. [DOI: 10.1002/cctc.201500524] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Ghina Ali
- Institut de Chimie de Clermont-Ferrand; Clermont Université, Université Blaise Pascal, BP 10448; 63000 Clermont-Ferrand France
- CNRS, UMR 6296; ICCF; 63177 Aubière France
| | - Thomas Moreau
- Institut de Chimie de Clermont-Ferrand; Clermont Université, Université Blaise Pascal, BP 10448; 63000 Clermont-Ferrand France
- CNRS, UMR 6296; ICCF; 63177 Aubière France
| | - Claude Forano
- Institut de Chimie de Clermont-Ferrand; Clermont Université, Université Blaise Pascal, BP 10448; 63000 Clermont-Ferrand France
- CNRS, UMR 6296; ICCF; 63177 Aubière France
| | - Christine Mousty
- Institut de Chimie de Clermont-Ferrand; Clermont Université, Université Blaise Pascal, BP 10448; 63000 Clermont-Ferrand France
- CNRS, UMR 6296; ICCF; 63177 Aubière France
| | - Vanessa Prevot
- Institut de Chimie de Clermont-Ferrand; Clermont Université, Université Blaise Pascal, BP 10448; 63000 Clermont-Ferrand France
- CNRS, UMR 6296; ICCF; 63177 Aubière France
| | - Franck Charmantray
- Institut de Chimie de Clermont-Ferrand; Clermont Université, Université Blaise Pascal, BP 10448; 63000 Clermont-Ferrand France
- CNRS, UMR 6296; ICCF; 63177 Aubière France
| | - Laurence Hecquet
- Institut de Chimie de Clermont-Ferrand; Clermont Université, Université Blaise Pascal, BP 10448; 63000 Clermont-Ferrand France
- CNRS, UMR 6296; ICCF; 63177 Aubière France
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5
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Vlakh EG, Volokitina MV, Vinokhodov DO, Tennikova TB. Degradation of polyribonucleotides: Biocatalysis and the monitoring of products. APPL BIOCHEM MICRO+ 2014. [DOI: 10.1134/s0003683814060155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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6
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Zeng X, Chen XS, Ren XD, Liu QR, Wang L, Sun QX, Tang L, Mao ZG. Insights into the Role of Glucose and Glycerol as a Mixed Carbon Source in the Improvement of ε-Poly-l-Lysine Productivity. Appl Biochem Biotechnol 2014; 173:2211-24. [DOI: 10.1007/s12010-014-1026-8] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Accepted: 06/19/2014] [Indexed: 10/25/2022]
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7
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Touisni N, Charmantray F, Helaine V, Forano C, Hecquet L, Mousty C. Optimized immobilization of transketolase from E. coli in MgAl-layered double hydroxides. Colloids Surf B Biointerfaces 2013; 112:452-9. [DOI: 10.1016/j.colsurfb.2013.07.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2013] [Accepted: 07/08/2013] [Indexed: 10/26/2022]
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8
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Abdoul-Zabar J, Sorel I, Hélaine V, Charmantray F, Devamani T, Yi D, de Berardinis V, Louis D, Marlière P, Fessner WD, Hecquet L. Thermostable Transketolase fromGeobacillus stearothermophilus:Characterization and Catalytic Properties. Adv Synth Catal 2012. [DOI: 10.1002/adsc.201200590] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Babich L, Hartog AF, van Hemert LJC, Rutjes FPJT, Wever R. Synthesis of carbohydrates in a continuous flow reactor by immobilized phosphatase and aldolase. CHEMSUSCHEM 2012; 5:2348-2353. [PMID: 23150241 DOI: 10.1002/cssc.201200468] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2012] [Indexed: 06/01/2023]
Abstract
Herein, we report a new flow process with immobilized enzymes to synthesize complex chiral carbohydrate analogues from achiral inexpensive building blocks in a three-step cascade reaction. The first reactor contained immobilized acid phosphatase, which phosphorylated dihydroxyacetone to dihydroxyacetone phosphate using pyrophosphate as the phosphate donor. The second flow reactor contained fructose-1,6-diphosphate aldolase (RAMA, rabbit muscle aldolase) or rhamnulose-1-phosphate aldolase (RhuA from Thermotoga maritima) and acid phosphatase. The immobilized aldolases coupled the formed dihydroxyacetone phosphate to aldehydes, resulting in phosphorylated carbohydrates. A final reactor containing acid phosphatase that dephosphorylated the phosphorylated product yielded the final product. Different aldehydes were used to synthesize carbohydrates on a gram scale. To demonstrate the feasibility of the flow systems, we synthesized 0.6 g of the D-fagomine precursor. By using immobilized aldolase RhuA we were also able to obtain other stereoisomers of the D-fagomine precursor.
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Affiliation(s)
- Lara Babich
- Van 't Hoff Institute for Molecular Sciences, University of Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
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Yuryev R, Strompen S, Liese A. Coupled chemo(enzymatic) reactions in continuous flow. Beilstein J Org Chem 2011; 7:1449-67. [PMID: 22238518 PMCID: PMC3252844 DOI: 10.3762/bjoc.7.169] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2011] [Accepted: 09/22/2011] [Indexed: 11/23/2022] Open
Abstract
This review highlights the state of the art in the field of coupled chemo(enzymatic) reactions in continuous flow. Three different approaches to such reaction systems are presented herein and discussed in view of their advantages and disadvantages as well as trends for their future development.
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Affiliation(s)
- Ruslan Yuryev
- Institute of Technical Biocatalysis, Hamburg University of Technology, Denickestr. 15, 21073, Hamburg, Germany
| | - Simon Strompen
- Institute of Technical Biocatalysis, Hamburg University of Technology, Denickestr. 15, 21073, Hamburg, Germany
| | - Andreas Liese
- Institute of Technical Biocatalysis, Hamburg University of Technology, Denickestr. 15, 21073, Hamburg, Germany
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11
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Zhang YHP. Simpler Is Better: High-Yield and Potential Low-Cost Biofuels Production through Cell-Free Synthetic Pathway Biotransformation (SyPaB). ACS Catal 2011. [DOI: 10.1021/cs200218f] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Y.-H. Percival Zhang
- Biological Systems Engineering Department, Virginia Tech, 210-A Seitz Hall, Blacksburg, Virginia 24061, United States
- Institute for Critical Technology and Applied Science (ICTAS), Virginia Tech, Virginia 24061, United States
- DOE Bioenergy Science Center, Oak Ridge, Tennessee 37831, United States
- Gate Fuels Inc., 3107 Alice Dr., Blacksburg, Virginia 24060, United States
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12
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Benaissi K, Hélaine V, Prévot V, Forano C, Hecquet L. Efficient Immobilization of Yeast Transketolase on Layered Double Hydroxides and Application for Ketose Synthesis. Adv Synth Catal 2011. [DOI: 10.1002/adsc.201000925] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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13
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Abstract
The development of coimmobilized multi-enzymatic systems is increasingly driven by economic and environmental constraints that provide an impetus to develop alternatives to conventional multistep synthetic methods. As in nature, enzyme-based systems work cooperatively to direct the formation of desired products within the defined compartmentalization of a cell. In an attempt to mimic biology, coimmobilization is intended to immobilize a number of sequential or cooperating biocatalysts on the same support to impart stability and enhance reaction kinetics by optimizing catalytic turnover. There are three primary reasons for the utilization of coimmobilized enzymes: to enhance the efficiency of one of the enzymes by the in-situ generation of its substrate, to simplify a process that is conventionally carried out in several steps and/or to eliminate undesired by-products of an enzymatic reaction. As such, coimmobilization provides benefits that span numerous biotechnological applications, from biosensing of molecules to cofactor recycling and to combination of multiple biocatalysts for the synthesis of valuable products.
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Affiliation(s)
- Lorena Betancor
- Madrid Institute for Advanced Studies, Campus Universitario de Cantoblanco, Madrid, Spain.
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14
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Chen BH, Sayar A, Kaulmann U, Dalby PA, Ward JM, Woodley JM. Reaction modelling and simulation to assess the integrated use of transketolase and ω-transaminase for the synthesis of an aminotriol. BIOCATAL BIOTRANSFOR 2009. [DOI: 10.1080/10242420601068668] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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15
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A polycatenated DNA scaffold for the one-step assembly of hierarchical nanostructures. Proc Natl Acad Sci U S A 2008; 105:5289-94. [PMID: 18391204 DOI: 10.1073/pnas.0800723105] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
A unique DNA scaffold was prepared for the one-step self-assembly of hierarchical nanostructures onto which multiple proteins or nanoparticles are positioned on a single template with precise relative spatial orientation. The architecture is a topologically complex ladder-shaped polycatenane in which the "rungs" of the ladder are used to bring together the individual rings of the mechanically interlocked structure, and the "rails" are available for hierarchical assembly, whose effectiveness has been demonstrated with proteins, complementary DNA, and gold nanoparticles. The ability of this template to form from linear monomers and simultaneously bind two proteins was demonstrated by chemical force microscopy, transmission electron microscopy, and confocal fluorescence microscopy. Finally, fluorescence resonance energy transfer between adjacent fluorophores confirmed the programmed spatial arrangement between two different nanomaterials. DNA templates that bring together multiple nanostructures with precise spatial control have applications in catalysis, biosensing, and nanomaterials design.
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De D, Dutta D, Kundu M, Mahato S, Schiavone MT, Chaudhuri S, Giri A, Gupta V, Bhattacharya SK. Inactive enzymatic mutant proteins (phosphoglycerate mutase and enolase) as sugar binders for ribulose-1,5-bisphosphate regeneration reactors. Microb Cell Fact 2005; 4:5. [PMID: 15689239 PMCID: PMC548675 DOI: 10.1186/1475-2859-4-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2004] [Accepted: 02/02/2005] [Indexed: 11/12/2022] Open
Abstract
Background Carbon dioxide fixation bioprocess in reactors necessitates recycling of D-ribulose1,5-bisphosphate (RuBP) for continuous operation. A radically new close loop of RuBP regenerating reactor design has been proposed that will harbor enzyme-complexes instead of purified enzymes. These reactors will need binders enabling selective capture and release of sugar and intermediate metabolites enabling specific conversions during regeneration. In the current manuscript we describe properties of proteins that will act as potential binders in RuBP regeneration reactors. Results We demonstrate specific binding of 3-phosphoglycerate (3PGA) and 3-phosphoglyceraldehyde (3PGAL) from sugar mixtures by inactive mutant of yeast enzymes phosphoglycerate mutase and enolase. The reversibility in binding with respect to pH and EDTA has also been shown. No chemical conversion of incubated sugars or sugar intermediate metabolites were found by the inactive enzymatic proteins. The dissociation constants for sugar metabolites are in the micromolar range, both proteins showed lower dissociation constant (Kd) for 3-phosphoglycerate (655–796 μM) compared to 3-phosphoglyceraldehyde (822–966 μM) indicating higher affinity for 3PGA. The proteins did not show binding to glucose, sucrose or fructose within the sensitivity limits of detection. Phosphoglycerate mutase showed slightly lower stability on repeated use than enolase mutants. Conclusions The sugar and their intermediate metabolite binders may have a useful role in RuBP regeneration reactors. The reversibility of binding with respect to changes in physicochemical factors and stability when subjected to repeated changes in these conditions are expected to make the mutant proteins candidates for in-situ removal of sugar intermediate metabolites for forward driving of specific reactions in enzyme-complex reactors.
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Affiliation(s)
- Debojyoti De
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Debajyoti Dutta
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Moloy Kundu
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Sourav Mahato
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Marc T Schiavone
- Environmental Biotechnology Division, ABRD Company LLC, 1555 Wood Road, Cleveland, Ohio, 44121, USA
| | - Surabhi Chaudhuri
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Ashok Giri
- Plant Molecular Biology Division, National Chemical Laboratory, Pune 411008, India
| | - Vidya Gupta
- Plant Molecular Biology Division, National Chemical Laboratory, Pune 411008, India
| | - Sanjoy K Bhattacharya
- Department of Ophthalmic Research, Cleveland Clinic Foundation, Area I31, 9500 Euclid Avenue, Cleveland, Ohio, 44195, USA
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Mahato S, De D, Dutta D, Kundu M, Bhattacharya S, Schiavone MT, Bhattacharya SK. Potential use of sugar binding proteins in reactors for regeneration of CO2 fixation acceptor D-Ribulose-1,5-bisphosphate. Microb Cell Fact 2004; 3:7. [PMID: 15175111 PMCID: PMC421735 DOI: 10.1186/1475-2859-3-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2004] [Accepted: 06/02/2004] [Indexed: 12/02/2022] Open
Abstract
Sugar binding proteins and binders of intermediate sugar metabolites derived from microbes are increasingly being used as reagents in new and expanding areas of biotechnology. The fixation of carbon dioxide at emission source has recently emerged as a technology with potentially significant implications for environmental biotechnology. Carbon dioxide is fixed onto a five carbon sugar D-ribulose-1,5-bisphosphate. We present a review of enzymatic and non-enzymatic binding proteins, for 3-phosphoglycerate (3PGA), 3-phosphoglyceraldehyde (3PGAL), dihydroxyacetone phosphate (DHAP), xylulose-5-phosphate (X5P) and ribulose-1,5-bisphosphate (RuBP) which could be potentially used in reactors regenerating RuBP from 3PGA. A series of reactors combined in a linear fashion has been previously shown to convert 3-PGA, (the product of fixed CO2 on RuBP as starting material) into RuBP (Bhattacharya et al., 2004; Bhattacharya, 2001). This was the basis for designing reactors harboring enzyme complexes/mixtures instead of linear combination of single-enzyme reactors for conversion of 3PGA into RuBP. Specific sugars in such enzyme-complex harboring reactors requires removal at key steps and fed to different reactors necessitating reversible sugar binders. In this review we present an account of existing microbial sugar binding proteins and their potential utility in these operations.
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Affiliation(s)
- Sourav Mahato
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Debojyoti De
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Debajyoti Dutta
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Moloy Kundu
- Department of Biotechnology, Haldia Institute of Technology, Haldia, West Bengal, India
| | - Sumana Bhattacharya
- Environmental Biotechnology Division, ABRD Company LLC, 1555 Wood Road, Cleveland, Ohio, 44121, USA
| | - Marc T Schiavone
- Environmental Biotechnology Division, ABRD Company LLC, 1555 Wood Road, Cleveland, Ohio, 44121, USA
| | - Sanjoy K Bhattacharya
- Department of Ophthalmic Research, Cleveland Clinic Foundation, Area I31, 9500 Euclid Avenue, Cleveland, Ohio, 44195, USA
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