101
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Tu R, Martinez R, Prodanovic R, Klein M, Schwaneberg U. A Flow Cytometry–Based Screening System for Directed Evolution of Proteases. ACTA ACUST UNITED AC 2011; 16:285-94. [DOI: 10.1177/1087057110396361] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Proteases are industrially important enzymes but often have to be improved for their catalytic efficiency and stabilities to suit applications. Flow cytometry screening technology based on in vitro compartmentalization in double emulsion had been developed and applied on directed evolution of paraoxonase and β-galactosidase. Further advancements of flow cytometry–based screening technologies will enable an ultra-high throughput of variants offering novel opportunities in directed enzyme evolution under high mutational loads. For the industrially important enzyme class of proteases, a first flow cytometry–based screening system for directed protease evolution has been developed based on an extracellular protease-deficient Bacillus subtilis strain (WB800N), a model protease (subtilisin Carlsberg), and a water-in-oil-in-water double-emulsion technology. B. subtilis WB800N cells are encapsulated in double emulsion with a fluorogenic substrate (rhodamine 110–containing peptide), allowing the screening of protease variants in femtoliter compartments at high throughput. The protease screening technology was validated by employing an epPCR mutant library with a high mutational load and screened for increased resistance toward the inhibitor antipain dihydrochloride. A variant (K127R, T237P, M239I, I269V, Y310F, I372V) with an improved relative resistance was isolated from a small population of active variants, validating the reported protease flow cytometry screening technology for increased inhibitor resistance.
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Affiliation(s)
- Ran Tu
- School of Engineering and Science, Jacobs University Bremen (JUB), Bremen, Germany
| | - Ronny Martinez
- School of Engineering and Science, Jacobs University Bremen (JUB), Bremen, Germany
| | | | - Mathias Klein
- School of Engineering and Science, Jacobs University Bremen (JUB), Bremen, Germany
| | - Ulrich Schwaneberg
- School of Engineering and Science, Jacobs University Bremen (JUB), Bremen, Germany
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Aachen, Germany
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102
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Moretti R, Chang A, Peltier-Pain P, Bingman CA, Phillips GN, Thorson JS. Expanding the nucleotide and sugar 1-phosphate promiscuity of nucleotidyltransferase RmlA via directed evolution. J Biol Chem 2011; 286:13235-43. [PMID: 21317292 DOI: 10.1074/jbc.m110.206433] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Directed evolution is a valuable technique to improve enzyme activity in the absence of a priori structural knowledge, which can be typically enhanced via structure-guided strategies. In this study, a combination of both whole-gene error-prone polymerase chain reaction and site-saturation mutagenesis enabled the rapid identification of mutations that improved RmlA activity toward non-native substrates. These mutations have been shown to improve activities over 10-fold for several targeted substrates, including non-native pyrimidine- and purine-based NTPs as well as non-native D- and L-sugars (both α- and β-isomers). This study highlights the first broadly applicable high throughput sugar-1-phosphate nucleotidyltransferase screen and the first proof of concept for the directed evolution of this enzyme class toward the identification of uniquely permissive RmlA variants.
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Affiliation(s)
- Rocco Moretti
- Department of Biochemistry, University of Wisconsin, Madison, Wisconsin 53706, USA
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103
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Rapid sequence scanning mutagenesis using in silico oligo design and the Megaprimer PCR of whole plasmid method (MegaWHOP). Methods Mol Biol 2010. [PMID: 20676980 DOI: 10.1007/978-1-60761-652-8_9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
A wide variety of random- and site-directed mutagenesis techniques have been developed to investigate the structure-function relationship in proteins and intergenic regions like promoter sequences. Similar techniques can be employed to optimize protein properties like enantioselectivity, substrate specificity, and stability in a directed evolution approach. Due to the tremendous genetic diversity that is created by common random-mutagenesis methods, directed evolution techniques usually require the time-consuming and cumbersome screening of large numbers of variants. A gene-scanning saturation-mutagenesis approach represents one efficient way to limit the screening effort by reducing the created genetic diversity. In structure/function studies often a similar method, e.g., alanine- or arginine-scanning mutagenesis, is used to probe the role of specific amino acids in a protein. Here, we present a standardized mutagenesis strategy that can speed up the process of scanning whole proteins for structure/function studies and, furthermore, allows for the fast and efficient generation of gene-scanning saturation-mutagenesis libraries to be used in the directed evolution of enzyme functions and properties. The described method uses automated computer-assisted oligonucleotide design, and a two-step PCR-mutagenesis protocol to amplify site-specifically mutated circular plasmids that can be directly transformed in Escherichia coli expression strains.
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104
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Kourist R, Miyauchi Y, Uemura D, Miyamoto K. Engineering the promiscuous racemase activity of an arylmalonate decarboxylase. Chemistry 2010; 17:557-63. [PMID: 21207573 DOI: 10.1002/chem.201001924] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2010] [Indexed: 11/06/2022]
Abstract
Variant G74C of arylmalonate decarboxylase (AMDase) from Bordatella bronchoseptica has a unique racemising activity towards profens. By protein engineering, variant G74C/V43A with a 20-fold shift towards promiscuous racemisation was obtained, based on a reduced activity in the decarboxylation reaction and a two-fold increase in the racemisation activity. The mutant showed an extended substrate range, with a 30-fold increase in the reaction rate towards ketoprofen. Molecular dynamics simulations and the substrate profile of the racemase indicate that the steric and polar effects of the substrate structure play a more dominant role on catalysis than mere kinetic α-proton acidity. The observation that the conversion of β,γ-unsaturated carboxylic acids does not lead to a rearrangement to form their α,β isomers indicates a concerted rather than a stepwise mechanism. Interestingly, a substrate bearing a nitro group instead of the carboxylic acid group on the α-carbon atom was also converted by the racemase.
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Affiliation(s)
- Robert Kourist
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, 2238522 Yokohama, Japan
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105
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Zhu L, Verma R, Roccatano D, Ni Y, Sun ZH, Schwaneberg U. A Potential Antitumor Drug (Arginine Deiminase) Reengineered for Efficient Operation under Physiological Conditions. Chembiochem 2010; 11:2294-301. [DOI: 10.1002/cbic.201000458] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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106
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Increased ethanol productivity in xylose-utilizing Saccharomyces cerevisiae via a randomly mutagenized xylose reductase. Appl Environ Microbiol 2010; 76:7796-802. [PMID: 20889775 DOI: 10.1128/aem.01505-10] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Baker's yeast (Saccharomyces cerevisiae) has been genetically engineered to ferment the pentose sugar xylose present in lignocellulose biomass. One of the reactions controlling the rate of xylose utilization is catalyzed by xylose reductase (XR). In particular, the cofactor specificity of XR is not optimized with respect to the downstream pathway, and the reaction rate is insufficient for high xylose utilization in S. cerevisiae. The current study describes a novel approach to improve XR for ethanol production in S. cerevisiae. The cofactor binding region of XR was mutated by error-prone PCR, and the resulting library was expressed in S. cerevisiae. The S. cerevisiae library expressing the mutant XR was selected in sequential anaerobic batch cultivation. At the end of the selection process, a strain (TMB 3420) harboring the XR mutations N272D and P275Q was enriched from the library. The V(max) of the mutated enzyme was increased by an order of magnitude compared to that of the native enzyme, and the NADH/NADPH utilization ratio was increased significantly. The ethanol productivity from xylose in TMB 3420 was increased ∼40 times compared to that of the parent strain (0.32 g/g [dry weight {DW}] × h versus 0.007 g/g [DW] × h), and the anaerobic growth rate was increased from ∼0 h(-1) to 0.08 h(-1). The improved traits of TMB 3420 were readily transferred to the parent strain by reverse engineering of the mutated XR gene. Since integrative vectors were employed in the construction of the library, transfer of the improved phenotype does not require multicopy expression from episomal plasmids.
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107
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Chan ACK, Doukov TI, Scofield M, Tom-Yew SAL, Ramin AB, Mackichan JK, Gaynor EC, Murphy MEP. Structure and function of P19, a high-affinity iron transporter of the human pathogen Campylobacter jejuni. J Mol Biol 2010; 401:590-604. [PMID: 20600116 DOI: 10.1016/j.jmb.2010.06.038] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2010] [Revised: 06/18/2010] [Accepted: 06/18/2010] [Indexed: 10/19/2022]
Abstract
Campylobacter jejuni, a major cause of acute bacterial diarrhea in humans, expresses numerous proteins to import diverse forms of essential iron. The expression of p19 and an adjacent iron transporter homologue (ftr1) is strongly induced upon iron limitation, suggesting a function in iron acquisition. Here, we show that the loss of P19 alone is detrimental to growth on iron-restricted media. Furthermore, metal binding analysis demonstrates that recombinant P19 has distinct copper and iron binding sites. Crystal structures of P19 have been solved to 1.41 A resolution, revealing an immunoglobulin-like fold. A P19 homodimer in which both monomers contribute ligands to two equivalent copper sites located adjacent to methionine-rich patches is observed. Copper coordination occurs via three histidine residues (His42, His95, and His132) and Met88. A solvent channel lined with conserved acidic residues leads to the copper site. Soaking crystals with a solution of manganese as iron analog reveals a second metal binding site in this solvent channel (metal-metal distance, 7.7 A). Glu44 lies between the metal sites and displays multiple conformations in the crystal structures, suggesting a role in regulating metal-metal interaction. Dimerization is shown to be metal dependent in vitro and is detected in vivo by cross-linking.
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Affiliation(s)
- Anson C K Chan
- Department of Microbiology and Immunology, Life Sciences Institute, 2350 Health Sciences Mall, The University of British Columbia, Vancouver, BC, Canada V6T 1Z3
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108
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Unger T, Jacobovitch Y, Dantes A, Bernheim R, Peleg Y. Applications of the Restriction Free (RF) cloning procedure for molecular manipulations and protein expression. J Struct Biol 2010; 172:34-44. [PMID: 20600952 DOI: 10.1016/j.jsb.2010.06.016] [Citation(s) in RCA: 180] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2010] [Revised: 06/16/2010] [Accepted: 06/21/2010] [Indexed: 01/31/2023]
Abstract
Molecular manipulations, including DNA cloning and mutagenesis are basic tools used on a routine basis in all life-science disciplines. Over the last decade new methodologies have emerged that facilitated and expanded the applications for DNA cloning and mutagenesis. Ligation-Independent Cloning (LIC) techniques were developed and replaced the classical Ligation Dependent Cloning (LDC) platform. Restriction Free (RF) cloning was originally developed for introduction of foreign DNA into a plasmid at any predetermined position. RF cloning is based on PCR amplification of a DNA fragment, which serves as a mega-primer for the linear amplification of the vector and insert. Here we present several novel applications of the Restriction Free (RF) cloning platform for DNA cloning and mutagenesis. The new applications include simultaneous cloning of several DNA fragments into distinct positions within an expression vector, simultaneous multi-component assembly, and parallel cloning of the same PCR product into a series of different vectors. In addition, we have expanded the application of the RF cloning platform for multiple alterations of the target DNA, including simultaneous multiple-site mutagenesis and simultaneous introduction of deletions and insertions at different positions. We further demonstrate the robustness of the new applications for facilitating recombinant protein expression in the Escherichia coli system.
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Affiliation(s)
- Tamar Unger
- Department of Structural Biology, The Israel Structural Proteomics Center (ISPC), Weizmann Institute of Science, Rehovot, Israel.
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109
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A QuikChange-like method to realize efficient blunt-ended DNA directional cloning and site-directed mutagenesis simultaneously. Biochem Biophys Res Commun 2010; 397:136-9. [PMID: 20471367 DOI: 10.1016/j.bbrc.2010.05.042] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2010] [Accepted: 05/10/2010] [Indexed: 11/22/2022]
Abstract
Here we present a QuikChange-like method to efficiently realize blunt-ended DNA cloning and conveniently introduce a site-directed mutation to recombinant plasmid at the same time. After blunt-ended DNA ligation and transformation, the plasmid DNA mixture is extracted from pooled transformants and directly used as template for PCR amplification with a pair of complementary mutagenic primers. With this method, sam1 gene was inserted into pUC19 vector by blunt-end ligation, and a unique restriction site Spe I was introduced to the recombinant plasmid at the same time. The randomly selected transformants were analyzed by DNA sequencing, and most of the clones were found to have correct sequences. However, no correct construct was found from randomly selected transformants after traditional blunt-ended DNA ligation and transformation.
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110
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Schmidt M, Böttcher D, Bornscheuer UT. Directed Evolution of Industrial Biocatalysts. Ind Biotechnol (New Rochelle N Y) 2010. [DOI: 10.1002/9783527630233.ch4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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111
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Zhu L, Tee KL, Roccatano D, Sonmez B, Ni Y, Sun ZH, Schwaneberg U. Directed Evolution of an Antitumor Drug (Arginine Deiminase PpADI) for Increased Activity at Physiological pH. Chembiochem 2010; 11:691-7. [DOI: 10.1002/cbic.200900717] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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112
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Lendrihas T, Zhang J, Hunter GA, Ferreira GC. Arg-85 and Thr-430 in murine 5-aminolevulinate synthase coordinate acyl-CoA-binding and contribute to substrate specificity. Protein Sci 2009; 18:1847-59. [PMID: 19562746 DOI: 10.1002/pro.195] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
5-Aminolevulinate synthase (ALAS) controls the rate-limiting step of heme biosynthesis in mammals by catalyzing the condensation of succinyl-coenzyme A and glycine to produce 5-aminolevulinate, coenzyme-A (CoA), and carbon dioxide. ALAS is a member of the alpha-oxoamine synthase family of pyridoxal 5'-phosphate (PLP)-dependent enzymes and shares high degree of structural similarity and reaction mechanism with the other members of the family. The X-ray crystal structure of ALAS from Rhodobacter capsulatus reveals that the alkanoate component of succinyl-CoA is coordinated by a conserved arginine and a threonine. The functions of the corresponding acyl-CoA-binding residues in murine erthyroid ALAS (R85 and T430) in relation to acyl-CoA binding and substrate discrimination were examined using site-directed mutagenesis and a series of CoA-derivatives. The catalytic efficiency of the R85L variant with octanoyl-CoA was 66-fold higher than that of the wild-type protein, supporting the proposal of this residue as key in discriminating substrate binding. Substitution of the acyl-CoA-binding residues with hydrophobic amino acids caused a ligand-induced negative dichroic band at 420 nm in the CD spectra, suggesting that these residues affect substrate-mediated changes to the PLP microenvironment. Transient kinetic analyses of the R85K variant-catalyzed reactions confirm that this substitution decreases microscopic rates associated with formation and decay of a key reaction intermediate and show that the nature of the acyl-CoA tail seriously affect product binding. These results show that the bifurcate interaction of the carboxylate moiety of succinyl-CoA with R85 and T430 is an important determinant in ALAS function and may play a role in substrate specificity.
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Affiliation(s)
- Thomas Lendrihas
- Department of Molecular Medicine, College of Medicine, University of South Florida, Tampa, Florida 33612, USA
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113
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Lendrihas T, Hunter GA, Ferreira GC. Serine 254 enhances an induced fit mechanism in murine 5-aminolevulinate synthase. J Biol Chem 2009; 285:3351-9. [PMID: 19917609 DOI: 10.1074/jbc.m109.066548] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
5-Aminolevulinate synthase (EC 2.3.1.37) (ALAS), a pyridoxal 5'-phosphate (PLP)-dependent enzyme, catalyzes the initial step of heme biosynthesis in animals, fungi, and some bacteria. Condensation of glycine and succinyl coenzyme A produces 5-aminolevulinate, coenzyme A, and carbon dioxide. X-ray crystal structures of Rhodobacter capsulatus ALAS reveal that a conserved active site serine moves to within hydrogen bonding distance of the phenolic oxygen of the PLP cofactor in the closed substrate-bound enzyme conformation and within 3-4 A of the thioester sulfur atom of bound succinyl-CoA. To evaluate the role(s) of this residue in enzymatic activity, the equivalent serine in murine erythroid ALAS was substituted with alanine or threonine. Although both the K(m)(SCoA) and k(cat) values of the S254A variant increased, by 25- and 2-fold, respectively, the S254T substitution decreased k(cat) without altering K(m)(SCoA). Furthermore, in relation to wild-type ALAS, the catalytic efficiency of S254A toward glycine improved approximately 3-fold, whereas that of S254T diminished approximately 3-fold. Circular dichroism spectroscopy revealed that removal of the side chain hydroxyl group in the S254A variant altered the microenvironment of the PLP cofactor and hindered succinyl-CoA binding. Transient kinetic analyses of the variant-catalyzed reactions and protein fluorescence quenching upon 5-aminolevulinate binding demonstrated that the protein conformational transition step associated with product release was predominantly affected. We propose the following: 1) Ser-254 is critical for formation of a competent catalytic complex by coupling succinyl-CoA binding to enzyme conformational equilibria, and 2) the role of the active site serine should be extended to the entire alpha-oxoamine synthase family of PLP-dependent enzymes.
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Affiliation(s)
- Thomas Lendrihas
- Department of Molecular Medicine, Washington University School of Medicine, St Louis, Missouri 63110, USA
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114
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Directed evolution of a Baeyer–Villiger monooxygenase to enhance enantioselectivity. Appl Microbiol Biotechnol 2008; 81:465-72. [DOI: 10.1007/s00253-008-1646-4] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2008] [Revised: 07/30/2008] [Accepted: 08/02/2008] [Indexed: 11/26/2022]
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115
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Zoppellaro G, Harbitz E, Kaur R, Ensign AA, Bren KL, Andersson KK. Modulation of the ligand-field anisotropy in a series of ferric low-spin cytochrome c mutants derived from Pseudomonas aeruginosa cytochrome c-551 and Nitrosomonas europaea cytochrome c-552: a nuclear magnetic resonance and electron paramagnetic resonance study. J Am Chem Soc 2008; 130:15348-60. [PMID: 18947229 PMCID: PMC2664661 DOI: 10.1021/ja8033312] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Cytochromes of the c type with histidine-methionine (His-Met) heme axial ligation play important roles in electron-transfer reactions and in enzymes. In this work, two series of cytochrome c mutants derived from Pseudomonas aeruginosa (Pa c-551) and from the ammonia-oxidizing bacterium Nitrosomonas europaea (Ne c-552) were engineered and overexpressed. In these proteins, point mutations were induced in a key residue (Asn64) near the Met axial ligand; these mutations have a considerable impact both on heme ligand-field strength and on the Met orientation and dynamics (fluxionality), as judged by low-temperature electron paramagnetic resonance (EPR) and nuclear magnetic resonance (NMR) spectra. Ne c-552 has a ferric low-spin (S = 1/2) EPR signal characterized by large g anisotropy with g(max) resonance at 3.34; a similar large g(max) value EPR signal is found in the mitochondrial complex III cytochrome c1. In Ne c-552, deletion of Asn64 (NeN64Delta) changes the heme ligand field from more axial to rhombic (small g anisotropy and g(max) at 3.13) and furthermore hinders the Met fluxionality present in the wild-type protein. In Pa c-551 (g(max) at 3.20), replacement of Asn64 with valine (PaN64V) induces a decrease in the axial strain (g(max) at 3.05) and changes the Met configuration. Another set of mutants prepared by insertion (ins) and/or deletion (Delta) of a valine residue adjacent to Asn64, resulting in modifications in the length of the axial Met-donating loop (NeV65Delta, NeG50N/V65Delta, PaN50G/V65ins), did not result in appreciable alterations of the originally weak (Ne c-552) or very weak (Pa c-551) axial field but had an impact on Met orientation, fluxionality, and relaxation dynamics. Comparison of the electronic fingerprints in the overexpressed proteins and their mutants reveals a linear relationship between axial strain and average paramagnetic heme methyl shifts, irrespective of Met orientation or dynamics. Thus, for these His-Met axially coordinated Fe(III), the large g(max) value EPR signal does not represent a special case as is observed for bis-His axially coordinated Fe(III) with the two His planes perpendicular to each other.
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Affiliation(s)
- Giorgio Zoppellaro
- Department of Molecular Biosciences, University of Oslo, Post Office Box 1041 Blindern, Oslo NO-0316, Norway
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116
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Sanchis J, Fernández L, Carballeira JD, Drone J, Gumulya Y, Höbenreich H, Kahakeaw D, Kille S, Lohmer R, Peyralans JJP, Podtetenieff J, Prasad S, Soni P, Taglieber A, Wu S, Zilly FE, Reetz MT. Improved PCR method for the creation of saturation mutagenesis libraries in directed evolution: application to difficult-to-amplify templates. Appl Microbiol Biotechnol 2008; 81:387-97. [PMID: 18820909 PMCID: PMC7419347 DOI: 10.1007/s00253-008-1678-9] [Citation(s) in RCA: 112] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2008] [Revised: 08/20/2008] [Accepted: 08/21/2008] [Indexed: 11/24/2022]
Abstract
Saturation mutagenesis constitutes a powerful method in the directed evolution of enzymes. Traditional protocols of whole plasmid amplification such as Stratagene’s QuikChange™ sometimes fail when the templates are difficult to amplify. In order to overcome such restrictions, we have devised a simple two-primer, two-stage polymerase chain reaction (PCR) method which constitutes an improvement over existing protocols. In the first stage of the PCR, both the mutagenic primer and the antiprimer that are not complementary anneal to the template. In the second stage, the amplified sequence is used as a megaprimer. Sites composed of one or more residues can be randomized in a single PCR reaction, irrespective of their location in the gene sequence.The method has been applied to several enzymes successfully, including P450-BM3 from Bacillus megaterium, the lipases from Pseudomonas aeruginosa and Candida antarctica and the epoxide hydrolase from Aspergillus niger. Here, we show that megaprimer size as well as the direction and design of the antiprimer are determining factors in the amplification of the plasmid. Comparison of the results with the performances of previous protocols reveals the efficiency of the improved method.
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Affiliation(s)
- Joaquin Sanchis
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1, 45470, Mülheim/Ruhr, Germany
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117
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Kim WI, Yoon KJ. Molecular assessment of the role of envelope-associated structural proteins in cross neutralization among different PRRS viruses. Virus Genes 2008; 37:380-91. [PMID: 18770017 DOI: 10.1007/s11262-008-0278-1] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2008] [Accepted: 08/14/2008] [Indexed: 11/30/2022]
Abstract
To assess the role of each envelope-associated protein (i.e., ORFs 2-6 products) of type 2 PRRSV in cross neutralization mediated by antibody, chimeric mutants were generated by replacing ORFs of a VR2332-based infectious clone with those of JA142, SDSU73, PRRS124, or 2M11715 that are genetically and antigenically distinct from VR2332 and two-way neutralization assays were performed on those mutants using VR2332, JA142, SDSU73, or PRRS124 antisera. All ORF 5-replaced mutants showed increased susceptibility or resistance against homologous or heterologous antisera, respectively, in comparison to that of the donor strains, but failed to achieve a complete reversion of cross neutralization. In contrast, substitution of ORFs 3-6 completely reversed the susceptibility of the virus to neutralization by antibody. Changes in ORFs 3, 5, and 6 were additively responsible for reversion of the susceptibility, suggesting that the genetic similarity of these ORFs should be considered for better cross neutralization between two different type 2 PRRS viruses.
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Affiliation(s)
- Won-Il Kim
- Department of Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State University, 1600 South 16th Street, Ames, IA 50011, USA
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118
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Zinc porphyrin: a fluorescent acceptor in studies of Zn-cytochrome c unfolding by fluorescence resonance energy transfer. Proc Natl Acad Sci U S A 2008; 105:10779-84. [PMID: 18669660 DOI: 10.1073/pnas.0802737105] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
FRET between the zinc porphyrin (ZnP) chromophore in zinc-substituted cytochrome c (Zn-cyt c) and an Alexa Fluor dye attached to specific surface sites was used to characterize Zn-cyt c unfolding. The use of ZnP as a fluorescent acceptor eliminates the need to doubly label the protein with exogenous dyes to perform FRET experiments in which both donor and acceptor fluorescence is monitored. The requirement for attachment of only one dye also minimizes perturbation to the protein. This sensitive technique allowed for the determination of distances between the label placed at six different sites and ZnP through a range of denaturant concentrations. Fitting of the data to a three-state model provides distances in the unfolding intermediate. The use of ZnP as a fluorescent acceptor of energy in FRET has a significant potential for application to a range of other systems including heme-binding proteins and proteins to which a covalently attached heme tag may be added.
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119
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Gratz A, Jose J. Protein domain library generation by overlap extension (PDLGO): A tool for enzyme engineering. Anal Biochem 2008; 378:171-6. [DOI: 10.1016/j.ab.2008.03.051] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2008] [Revised: 03/31/2008] [Accepted: 03/31/2008] [Indexed: 12/15/2022]
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120
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Xiong AS, Peng RH, Zhuang J, Gao F, Li Y, Cheng ZM, Yao QH. Chemical gene synthesis: strategies, softwares, error corrections, and applications. FEMS Microbiol Rev 2008; 32:522-40. [DOI: 10.1111/j.1574-6976.2008.00109.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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121
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Dileepan T, Kachlany SC, Balashova NV, Patel J, Maheswaran SK. Human CD18 is the functional receptor for Aggregatibacter actinomycetemcomitans leukotoxin. Infect Immun 2007; 75:4851-6. [PMID: 17635865 PMCID: PMC2044523 DOI: 10.1128/iai.00314-07] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Aggregatibacter (Actinobacillus) actinomycetemcomitans is the causative organism of localized aggressive periodontitis, a rapidly progressing degenerative disease of the gingival and periodontal ligaments, and is also implicated in causing subacute infective endocarditis in humans. The bacterium produces a variety of virulence factors, including an exotoxic leukotoxin (LtxA) that is a member of the repeats-in-toxin (RTX) family of bacterial cytolysins. LtxA exhibits a unique specificity to macrophages and polymorphonuclear cells of humans and other primates. Human lymphocyte function-associated antigen 1 (LFA-1) has been implicated as the putative receptor for LtxA. Human LFA-1 comprises the CD11a and CD18 subunits. It is not clear, however, which of its subunits serves as the functional receptor that confers species-specific susceptibility to LtxA. Here we demonstrate that the human CD18 is the receptor for LtxA based on experiments performed with chimeric beta2-integrins recombinantly expressed in a cell line that is resistant to LtxA effects. In addition, we show that the cysteine-rich tandem repeats encompassing integrin-epidermal growth factor-like domains 2, 3, and 4 of the extracellular region of human CD18 are critical for conferring susceptibility to LtxA-induced biological effects.
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Affiliation(s)
- T Dileepan
- Department of Veterinary and Biomedical Sciences, University of Minnesota, 1971 Commonwealth Avenue, St. Paul, MN 55108, USA
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122
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Isalan M. Construction of semi-randomized gene libraries with weighted oligonucleotide synthesis and PCR. Nat Protoc 2007; 1:468-75. [PMID: 17406203 DOI: 10.1038/nprot.2006.68] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Randomized gene libraries may be constructed and screened to find novel candidates with particular functions, and the applications can range widely, from protein engineering to selecting new microRNAs. Here we describe a technique to construct gene libraries using semi-randomized weighted oligonucleotide synthesis and end-to-end ligation. This method makes it possible to search the combinatorial space around a particular nucleotide sequence for a greater number of positions than is possible with fully randomized oligonucleotides. As an alternative to full cassette construction, library mutations can also be introduced through 'round-the-world PCR' approaches. Construction of a randomized gene cassette and cloning can typically be achieved in 2 weeks. Therefore, these are rapid and convenient methods to generate successive generations of libraries for iterative selection and optimization.
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Affiliation(s)
- Mark Isalan
- EMBL-CRG Systems Biology Programme, Centre for Genomic Regulation, Passeig Maritim 37-49, E-08003 Barcelona, Spain.
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123
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The structural basis for the exo-mode of action in GH74 oligoxyloglucan reducing end-specific cellobiohydrolase. J Mol Biol 2007; 370:53-62. [PMID: 17498741 DOI: 10.1016/j.jmb.2007.04.035] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2007] [Revised: 04/06/2007] [Accepted: 04/09/2007] [Indexed: 11/15/2022]
Abstract
Oligoxyloglucan reducing end-specific cellobiohydrolase (OXG-RCBH) is a unique exo-beta-1,4-glucanase that belongs to glycoside hydrolase family 74. The enzyme recognizes the reducing end of xyloglucan oligosaccharides and releases two glucosyl residue segments from the reducing end of the main chain. Previously, we reported that OXG-RCBH consists of two seven-bladed beta-propeller domains. There is a large cleft between the two domains, and a unique loop encloses one side of the active site cleft. Here, we report the X-ray crystal structure of the OXG-RCBH-substrate complex determined to a resolution of 2.4 A. The substrate bound to the cleft, and its reducing end was arranged near the loop region that is believed to impart OXG-RCBH with its activity. We constructed a deletion mutant of the loop region and conducted a detailed analysis. A deletion mutant of the loop region showed endo-activity with altered substrate recognition. More specifically, cleavage occurred randomly instead of at specific sites, most likely due to the misalignment of the substrate within the subsite. We believe that the loop imparts unique substrate specificity with exo-mode hydrolysis in OXG-RCBH.
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124
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Naylor K, Ingerman E, Okreglak V, Marino M, Hinshaw JE, Nunnari J. Mdv1 interacts with assembled dnm1 to promote mitochondrial division. J Biol Chem 2005; 281:2177-83. [PMID: 16272155 DOI: 10.1074/jbc.m507943200] [Citation(s) in RCA: 117] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
The dynamin-related GTPase, Dnm1, self-assembles into punctate structures that are targeted to the outer mitochondrial membrane where they mediate mitochondrial division. Post-targeting, Dnm1-dependent division is controlled by the actions of the WD repeat protein, Mdv1, and the mitochondrial tetratricopeptide repeat-like outer membrane protein, Fis1. Our previous studies suggest a model where at this step Mdv1 functions as an adaptor linking Fis1 with Dnm1. To gain insight into the exact role of the Fis1.Mdv1.Dnm1 complex in mitochondrial division, we performed a structure-function analysis of the Mdv1 adaptor. Our analysis suggests that dynamic interactions between Mdv1 and Dnm1 play a key role in division by regulating Dnm1 self-assembly.
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Affiliation(s)
- Kari Naylor
- Section of Molecular and Cellular Biology, University of California-Davis, Davis, CA 95616, USA
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125
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Hibbert EG, Dalby PA. Directed evolution strategies for improved enzymatic performance. Microb Cell Fact 2005; 4:29. [PMID: 16212665 PMCID: PMC1262762 DOI: 10.1186/1475-2859-4-29] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2005] [Accepted: 10/07/2005] [Indexed: 11/10/2022] Open
Abstract
The engineering of enzymes with altered activity, specificity and stability, using directed evolution techniques that mimic evolution on a laboratory timescale, is now well established. However, the general acceptance of these methods as a route to new biocatalysts for organic synthesis requires further improvement of the methods for both ease-of-use and also for obtaining more significant changes in enzyme properties than is currently possible. Recent advances in library design, and methods of random mutagenesis, combined with new screening and selection tools, continue to push forward the potential of directed evolution. For example, protein engineers are now beginning to apply the vast body of knowledge and understanding of protein structure and function, to the design of focussed directed evolution libraries, with striking results compared to the previously favoured random mutagenesis and recombination of entire genes. Significant progress in computational design techniques which mimic the experimental process of library screening is also now enabling searches of much greater regions of sequence-space for those catalytic reactions that are broadly understood and, therefore, possible to model. Biocatalysis for organic synthesis frequently makes use of whole-cells, in addition to isolated enzymes, either for a single reaction or for transformations via entire metabolic pathways. As many new whole-cell biocatalysts are being developed by metabolic engineering, the potential of directed evolution to improve these initial designs is also beginning to be realised.
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Affiliation(s)
- Edward G Hibbert
- The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, University College London, Torrington Place, London WC1E 7JE, UK
| | - Paul A Dalby
- The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, University College London, Torrington Place, London WC1E 7JE, UK
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126
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Dileepan T, Kannan MS, Walcheck B, Thumbikat P, Maheswaran SK. Mapping of the binding site for Mannheimia haemolytica leukotoxin within bovine CD18. Infect Immun 2005; 73:5233-7. [PMID: 16041046 PMCID: PMC1201247 DOI: 10.1128/iai.73.8.5233-5237.2005] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
To map the site involved in Mannheimia haemolytica leukotoxin (LktA) binding and biological activity within bovine CD18, bovine x human CD18 chimeric constructs were generated and coexpressed with bovine CD11a in K562 cells. Studies with the chimeric leukocyte function-associated antigen 1 transductants demonstrate that the site required for LktA binding and biological effects resides within amino acid residues 500 and 600 of the extracellular region of bovine CD18.
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Affiliation(s)
- T Dileepan
- Department of Veterinary and Biomedical Sciences, University of Minnesota, 1971 Commonwealth Avenue, St. Paul, MN 55108, USA
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127
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Hibbert EG, Baganz F, Hailes HC, Ward JM, Lye GJ, Woodley JM, Dalby PA. Directed evolution of biocatalytic processes. ACTA ACUST UNITED AC 2005; 22:11-9. [PMID: 15857779 DOI: 10.1016/j.bioeng.2004.09.003] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2004] [Revised: 09/28/2004] [Accepted: 09/28/2004] [Indexed: 10/25/2022]
Abstract
The benefits of applying biocatalysts to organic synthesis, such as their high chemo-, regio-, and enantio-specificity and selectivity, must be seriously considered, especially where chemical routes are unavailable, complex or prohibitively expensive. In cases where a potential biocatalytic route is not yet efficient enough to compete with chemical synthesis, directed evolution, and/or process engineering could be implemented for improvements. While directed evolution has demonstrated great potential to enhance enzyme properties, there will always be some aspects of biocatalytic processes that it does not address. Even where it can be successfully applied, the resources required for its implementation must currently be weighed against the feasibility of, and resources available for developing a chemical synthesis route. Here, we review the potential of combining directed evolution with process engineering, and recent developments to improve their implementation. Favourable targets for the directed evolution of new biocatalysts are the syntheses of highly complex molecules, especially where chemistry, metabolic engineering or recombineering provide a partial solution. We also review some of the recent advances in the application of these approaches alongside the directed evolution of biocatalysts.
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Affiliation(s)
- Edward G Hibbert
- Department of Biochemical Engineering, University College London, Torrington Place, London WC1E 7JE, UK
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128
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Nguyen AW, Daugherty PS. Evolutionary optimization of fluorescent proteins for intracellular FRET. Nat Biotechnol 2005; 23:355-60. [PMID: 15696158 DOI: 10.1038/nbt1066] [Citation(s) in RCA: 509] [Impact Index Per Article: 26.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2004] [Accepted: 12/06/2004] [Indexed: 11/09/2022]
Abstract
Fluorescent proteins that exhibit Forster resonance energy transfer (FRET) have made a strong impact as they enable measurement of molecular-scale distances through changes in fluorescence. FRET-based approaches have enabled otherwise intractable measurements of molecular concentrations, binding interactions and catalytic activity, but are limited by the dynamic range and sensitivity of the donor-acceptor pair. To address this problem, we applied a quantitative evolutionary strategy using fluorescence-activated cell sorting to optimize a cyan-yellow fluorescent protein pair for FRET. The resulting pair, CyPet-YPet, exhibited a 20-fold ratiometric FRET signal change, as compared to threefold for the parental pair. The optimized FRET pair enabled high-throughput flow cytometric screening of cells undergoing caspase-3-dependent apoptosis. The CyPet-YPet energy transfer pair provides substantially improved sensitivity and dynamic range for a broad range of molecular imaging and screening applications.
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129
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Neylon C. Chemical and biochemical strategies for the randomization of protein encoding DNA sequences: library construction methods for directed evolution. Nucleic Acids Res 2004; 32:1448-59. [PMID: 14990750 PMCID: PMC390300 DOI: 10.1093/nar/gkh315] [Citation(s) in RCA: 171] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2004] [Revised: 02/06/2004] [Accepted: 02/06/2004] [Indexed: 11/14/2022] Open
Abstract
Directed molecular evolution and combinatorial methodologies are playing an increasingly important role in the field of protein engineering. The general approach of generating a library of partially randomized genes, expressing the gene library to generate the proteins the library encodes and then screening the proteins for improved or modified characteristics has successfully been applied in the areas of protein-ligand binding, improving protein stability and modifying enzyme selectivity. A wide range of techniques are now available for generating gene libraries with different characteristics. This review will discuss these different methodologies, their accessibility and applicability to non-expert laboratories and the characteristics of the libraries they produce. The aim is to provide an up to date resource to allow groups interested in using directed evolution to identify the most appropriate methods for their purposes and to guide those moving on from initial experiments to more ambitious targets in the selection of library construction techniques. References are provided to original methodology papers and other recent examples from the primary literature that provide details of experimental methods.
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Affiliation(s)
- Cameron Neylon
- School of Chemistry, University of Southampton, Highfield SO17 1BJ, UK.
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130
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Tyagi R, Lai R, Duggleby RG. A new approach to 'megaprimer' polymerase chain reaction mutagenesis without an intermediate gel purification step. BMC Biotechnol 2004; 4:2. [PMID: 15070414 PMCID: PMC385241 DOI: 10.1186/1472-6750-4-2] [Citation(s) in RCA: 72] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2003] [Accepted: 02/26/2004] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Site-directed mutagenesis is an efficient method to alter the structure and function of genes. Here we report a rapid and efficient megaprimer-based polymerase chain reaction (PCR) mutagenesis strategy that by-passes any intermediate purification of DNA between two rounds of PCR. RESULTS The strategy relies on the use of a limiting concentration of one of the flanking primers (reverse or forward) along with the normal concentration of mutagenic primer, plus a prolonged final extension cycle in the first PCR amplification step. This first round of PCR generates a megaprimer that is used subsequently in the second round of PCR, along with the second flanking primer, but without the intermediate purification of the megaprimer. The strategy has been used successfully with four different plasmids to generate various mutants. CONCLUSION This strategy provides a very rapid, inexpensive and efficient approach to perform site-directed mutagenesis. The strategy provides an alternative to conventional megaprimer based site-directed mutagenesis, which is based on an intermediate gel purification step. The strategy gives a high frequency of mutagenesis.
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Affiliation(s)
- Rajiv Tyagi
- Department of Biochemistry and Molecular Biology, The University of Queensland, Brisbane Qld 4072, Australia
| | - Richard Lai
- Department of Biochemistry and Molecular Biology, The University of Queensland, Brisbane Qld 4072, Australia
| | - Ronald G Duggleby
- Department of Biochemistry and Molecular Biology, The University of Queensland, Brisbane Qld 4072, Australia
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