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Jestin JL, Kaminski PA. Directed enzyme evolution and selections for catalysis based on product formation. J Biotechnol 2004; 113:85-103. [PMID: 15380650 DOI: 10.1016/j.jbiotec.2004.03.032] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2003] [Accepted: 03/03/2004] [Indexed: 10/26/2022]
Abstract
Enzyme engineering by molecular modelling and site-directed mutagenesis can be remarkably efficient. Directed enzyme evolution appears as a more general strategy for the isolation of catalysts as it can be applied to most chemical reactions in aqueous solutions. Selections, as opposed to screening, allow the simultaneous analysis of protein properties for sets of up to about 10(14) different proteins. These approaches for the parallel processing of molecular information 'Is the protein a catalyst?' are reviewed here in the case of selections based on the formation of a specific reaction product. Several questions are addressed about in vivo and in vitro selections for catalysis reported in the literature. Can the selection system be extended to other types of enzymes? Does the selection control regio- and stereo-selectivity? Does the selection allow the isolation of enzymes with an efficient turnover? How should substrates be substituted or mimicked for the design of efficient selections while minimising the number of chemical synthesis steps? Engineering sections provide also some clues to design selections or to circumvent selection biases. A special emphasis is put on the comparison of in vivo and in vitro selections for catalysis.
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Affiliation(s)
- Jean-Luc Jestin
- Département de Biologie Structurale et Chimie, Unité de Chimie Organique URA 2128 CNRS, Institut Pasteur, 28 rue du Dr. Roux, 75724 Paris 15, France.
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Griffiths AD, Tawfik DS. Directed evolution of an extremely fast phosphotriesterase by in vitro compartmentalization. EMBO J 2003; 22:24-35. [PMID: 12505981 PMCID: PMC140064 DOI: 10.1093/emboj/cdg014] [Citation(s) in RCA: 205] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
We describe the selection of a phosphotriesterase with a very fast k(cat) (over 10(5) s(-1)), 63 times higher than the already very efficient wild-type enzyme. The enzyme was selected from a library of 3.4 x 10(7) mutated phosphotriesterase genes using a novel strategy based on linking genotype and phenotype by in vitro compartmentalization (IVC) using water-in-oil emulsions. First, microbeads, each displaying a single gene and multiple copies of the encoded protein, are formed by compartmentalized in vitro translation. These microbeads can then be selected for catalysis or binding. To select for catalysis the microbeads are re-emulsified in a reaction buffer of choice with a soluble substrate. The product and any unreacted substrate are coupled to the beads when the reaction is finished. Product-coated beads, displaying active enzymes and the genes that encode them, are detected with anti-product antibodies and selected using flow cytometry. This completely in vitro process selects for all enzymatic features simultaneously (substrate recognition, product formation, rate acceleration and turnover) and single enzyme molecules can be detected.
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Affiliation(s)
- Andrew D. Griffiths
- MRC Laboratory of Molecular Biology and
Centre for Protein Engineering, MRC Centre, Hills Road, Cambridge CB2 2QH, UK and Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76 100, Israel Corresponding authors e-mail: or
| | - Dan S. Tawfik
- MRC Laboratory of Molecular Biology and
Centre for Protein Engineering, MRC Centre, Hills Road, Cambridge CB2 2QH, UK and Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76 100, Israel Corresponding authors e-mail: or
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Lee YF, Tawfik DS, Griffiths AD. Investigating the target recognition of DNA cytosine-5 methyltransferase HhaI by library selection using in vitro compartmentalisation. Nucleic Acids Res 2002; 30:4937-44. [PMID: 12433997 PMCID: PMC137165 DOI: 10.1093/nar/gkf617] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In vitro compartmentalisation (IVC), a technique for selecting genes encoding enzymes based on compartmentalising gene translation and enzymatic reactions in emulsions, was used to investigate the interaction of the DNA cytosine-5 methyltransferase M.HhaI with its target DNA (5'-GCGC-3'). Crystallography shows that the active site loop from the large domain of M.HhaI interacts with a flipped-out cytosine (the target for methylation) and two target recognition loops (loops I and II) from the small domain make almost all the other base-specific interactions. A library of M.HhaI genes was created by randomising all the loop II residues thought to make base-specific interactions and directly determine target specificity. The library was selected for 5'-GCGC-3' methylation. Interestingly, in 11 selected active clones, 10 different sequences were found and none were wild-type. At two of the positions mutated (Ser252 and Tyr254) a number of different amino acids could be tolerated. At the third position, however, all active mutants had a glycine, as in wild-type M.HhaI, suggesting that Gly257 is crucial for DNA recognition and enzyme activity. Our results suggest that recognition of base pairs 3 and 4 of the target site either relies entirely on main chain interactions or that different residues from those identified in the crystal structure contribute to DNA recognition.
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Affiliation(s)
- Yin-Fai Lee
- The MRC Laboratory of Molecular Biology and. Centre for Protein Engineering, MRC Centre, Hills Road, Cambridge CB2 2QH, UK
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Abstract
In patients with autoimmune diseases, anti-idiotypic antibodies directed to nucleoprotein complexes, DNA, and enzymes that participate in nucleic acid metabolism may be induced spontaneously by primary antigens and can have characteristics of the primary antigen, including catalytic activity. The first natural catalytic antibody, now termed abzyme, which hydrolyzes intestinal vasoactive peptide, was discovered by Paul et al. [Science 244 (1989) 1158]. Subsequently, other abzymes able to hydrolyze proteins, DNA, RNA, or polysaccharides have been found in the sera of patients with autoimmune and also viral pathologies. Further, we have discovered in the milk of healthy human mothers antibodies that catalyze the hydrolysis of RNA, DNA, nucleotides, and the phosphorylation of lipids and proteins. The phenomenon of catalysis by autoantibodies is extremely interesting and can potentially be applied to many different objectives including new types of efficient catalysts, evaluation of the functional roles of abzymes in innate and adaptive immunity, and understanding of certain aspects of self-tolerance and of the destructive responses in autoimmune diseases. In this review, we collate methods for purifying and characterizing natural abzymes especially those catalyzing DNA and RNA hydrolysis. We also describe new methods that we have developed to provide rigorous criteria that catalytic activity is an intrinsic property of some antibodies. Some major current themes are discussed as well as potential applications of abzymes in scientific, medical, and biotechnological fields.
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Affiliation(s)
- Georgy A Nevinsky
- Novosibirsk Institute of Bioorganic Chemistry, Siberian Division of Russian Academy of Sciences, Lavrentieva Ave. 8, Novosibirsk 630090, Russia.
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Schwienhorst A. Structure-Function Analysis of RNAs Generated by In Vivo and In Vitro Selection. Z PHYS CHEM 2002. [DOI: 10.1524/zpch.2002.216.2.121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Today, the concept of Darwinian evolution plays a significant role in studying structure-function relationships concerning known molecules and in helping to design previously unknown molecules with desired functionalities. Results from
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Abstract
Natural enzymes have arisen over millions of years by the gradual process of Darwinian evolution. The fundamental steps of evolution-mutation, selection, and amplification-can also be exploited in the laboratory to create and characterize protein catalysts on a human timescale. In vivo genetic selection strategies enable the exhaustive analysis of protein libraries with 10(10) different members, and even larger ensembles can be studied with in vitro methods. Evolutionary approaches can consequently yield statistically meaningful insight into the complex and often subtle interactions that influence protein folding, structure, and catalytic mechanism. Such methods are also being used increasingly as an adjunct to design, thus providing access to novel proteins with tailored catalytic activities and selectivities.
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Affiliation(s)
- Sean V. Taylor
- Laboratorium für Organische Chemie ETH Zürich 8093 Zurich (Switzerland)
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Abstract
The selection of mutant enzymes with novel properties from libraries is emerging as a very powerful strategy for enzyme engineering. The past year has witnessed significant progress on several fronts: new and improved methods have been developed for the creation of libraries and advances have been made in screening and selection techniques. The results achieved demonstrate the enormous potential of the methods and leave questions open for further studies.
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Affiliation(s)
- P Soumillion
- Laboratoire de Biochimie Physique et des Biopolymères, Institut des Sciences de la Vie, Université Catholique de Louvain, 1 Place Louis Pasteur, B 1348 Louvain la-Neuve, Belgium
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Ponsard I, Galleni M, Soumillion P, Fastrez J. Selection of metalloenzymes by catalytic activity using phage display and catalytic elution. Chembiochem 2001; 2:253-9. [PMID: 11828452 DOI: 10.1002/1439-7633(20010401)2:4<253::aid-cbic253>3.0.co;2-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
The metallo-beta-lactamase betaLII from Bacillus cereus 569/H/9 was displayed on the filamentous phage fd. The phage-bound enzyme fd-betaLII was shown to be active on benzylpenicillin as substrate; it could be inactivated by complexation of the essential zinc(II) ion with EDTA and reactivated by addition of a zinc(II) salt. A selection process was designed to extract active phage-bound enzymes from libraries of mutants in three steps: 1. inactivation of active phage-bound enzymes by metal ion complexation, 2. binding to substrate-coated magnetic beads, 3. release of phages capable of transforming the substrate into product upon zinc salt addition. The selection process was first successfully tested on model mixtures containing fd-betaLII plus either a dummy phage, a phage displaying an inactive mutant of the serine beta-lactamase TEM-1, or inactive and low-activity mutants of betaLII. The selection was then applied to extract active phage-bound enzymes from a library of mutants generated by mutagenic polymerase chain reaction (PCR). The activity of the library was shown to increase 60-fold after two rounds of selection. Eleven clones from the second round were randomly picked for sequencing and to characterize their activity and stability.
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Affiliation(s)
- I Ponsard
- Laboratoire de Biochimie Physique et des Biopolymères, Université Catholique de Louvain, Place L. Pasteur, 1, Bte 1B, 1348 Louvain-la-Neuve, Belgium
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Deussen HJ, Danielsen S, Breinholt J, Borchert TV. Design and synthesis of triglyceride analogue biotinylated suicide inhibitors for directed molecular evolution of lipolytic enzymes. Bioorg Med Chem Lett 2000; 10:2027-31. [PMID: 10987442 DOI: 10.1016/s0960-894x(00)00396-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The design, synthesis, and inhibition properties of two new triglyceride analogue biotinylated suicide inhibitors (2) and (3) for directed molecular evolution of lipolytic enzymes by phage-display is described.
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Affiliation(s)
- H J Deussen
- Protein Discovery, Novo Nordisk A/S, Bagsvaerd, Denmark.
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Abstract
In the past few years, a variety of methods have been developed to allow the in vitro evolution of a range of biomolecules including novel and improved biocatalysts (enzymes). These methods for directed evolution differ in the size and characteristics of the gene repertoire, in the way of linking genotype and phenotype, and in the selection approach. Selections for enzymes can be performed indirectly (for binding of a transition-state analogue or mechanism-based inhibitor), and directly using either intramolecular single-turnover selections (e.g. with SELEX) or the normal (intermolecular, multiple turnover) mode of enzymatic reactions. Each of these methods has distinct strengths and weaknesses. The best system (or combinations of systems) to use depends on the specific target for evolution and the evolutionary distance that needs to be crossed.
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Affiliation(s)
- A D Griffiths
- The MRC Laboratory of Molecular Biology, Cambridge, UK.
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Firestine SM, Salinas F, Nixon AE, Baker SJ, Benkovic SJ. Using an AraC-based three-hybrid system to detect biocatalysts in vivo. Nat Biotechnol 2000; 18:544-7. [PMID: 10802623 DOI: 10.1038/75414] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Recent methods to create large libraries of proteins have greatly advanced the discovery of proteins with novel functions. However, one limitation in the discovery of new biocatalysts is the screening or selection methods employed to find enzymes from these libraries. We have developed a potentially general method termed QUEST (QUerying for EnzymeS using the Three-hybrid system), which allows the construction of an easily screened or selected phenotype for, in theory, any type of enzymatic reaction. The method couples the in vivo concentration of an enzyme's substrate to changes in the transcriptional level of a reporter operon. Using the arabinose operon activator AraC, we constructed a system capable of detecting the fungal enzyme scytalone dehydratase (SD) in bacteria, and demonstrated its sensitivity and usefulness in library screening.
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Affiliation(s)
- S M Firestine
- Department of Chemistry, The Pennsylvania State University, University Park, PA 16802, USA
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Legendre D, Laraki N, Gräslund T, Bjørnvad ME, Bouchet M, Nygren PA, Borchert TV, Fastrez J. Display of active subtilisin 309 on phage: analysis of parameters influencing the selection of subtilisin variants with changed substrate specificity from libraries using phosphonylating inhibitors. J Mol Biol 2000; 296:87-102. [PMID: 10656819 DOI: 10.1006/jmbi.1999.3437] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Many attempts have been made to endow enzymes with new catalytic activities. One general strategy involves the creation of random combinatorial libraries of mutants associated with an efficient screening or selection scheme. Phage display has been shown to greatly facilitate the selection of polypeptides with desired properties by establishing a close link between the polypeptide and the gene that encodes it. Selection of phage displayed enzymes for new catalytic activities remains a challenge. The aim of this study was to display the serine protease subtilisin 309 (savinase) from Bacillus lentus on the surface of filamentous fd phage and to develop selection schemes that allow the extraction of subtilisin variants with a changed substrate specificity from libraries. Subtilisins are produced as secreted preproenzyme that mature in active enzyme autocatalytically. They have a broad substrate specificity but exhibit a significant preference for hydrophobic residues and very limited reactivity toward charged residues at the P4 site in the substrate. Here, we show that savinase can be functionally displayed on phage in the presence of the proteic inhibitor CI2. The free enzyme is released from its complex with CI2 upon addition of the anionic detergent LAS. The phage-enzyme can be panned on streptavidin beads after labelling by reaction with (biotin-N-epsilon-aminocaproyl-cystamine-N'-glutaryl)-l-Ala-l-Ala-l-P ro-Phe(P)-diphenyl ester. Reactions of libraries, in which residues 104 and 107 forming part of the S4 pocket have been randomised, with (biotin-N-epsilon-aminocaproyl-cystamine-N'-glutaryl)-alpha-l-Lys-l-A la-l-Pro-Phe(P)-diphenylester allowed us to select enzymes with increased specific activity for a substrate containing a lysine in P4. Parameters influencing the selection as for instance the efficiency of maturation of mutant enzymes in libraries have been investigated.
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Affiliation(s)
- D Legendre
- Laboratoire de Biochimie Physique et des biopolymères, Université catholique de Louvain, Place L. Pasteur, 1-1b, Louvain-la-Neuve, 1348, Belgium
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Abstract
The production of enantiopure compounds is of steadily increasing importance to the chemical and biotechnological industries. In principal, the application of directed evolution in combination with newly developed screening methods enables the generation of enzymes with improved enantioselectivity. The first and most advanced example relates to a bacterial lipase from Pseudomonas aeruginosa. This enzyme was evolved towards a model substrate to yield in a lipase mutant showing > 90% enantiomeric excess as compared to 2% for the wild-type lipase. The creation of enantioselective enzymes by directed evolution will become an important technology in the near future.
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Affiliation(s)
- K E Jaeger
- Ruhr-Universität Bochum, Fakultät für Biologie, Lehrstuhl für Biologie der Mikroorganismen, Bochum, 44780, Germany.
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Vanwetswinkel S, Avalle B, Fastrez J. Selection of beta-lactamases and penicillin binding mutants from a library of phage displayed TEM-1 beta-lactamase randomly mutated in the active site omega-loop. J Mol Biol 2000; 295:527-40. [PMID: 10623544 DOI: 10.1006/jmbi.1999.3376] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
A combinatorial library of mutants of the phage displayed TEM-1 lactamase was generated in the region encompassing residues 163 to 171 of the active site Omega-loop. Two in vitro selection protocols were designed to extract from the library phage-enzymes characterised by a fast acylation by benzyl-penicillin (PenG) to yield either stable or very unstable acyl-enzymes. The critical step of the selections was the kinetically controlled labelling of the phages by reaction with either a biotinylated penicillin derivative or a biotinylated penicillin sulfone, i.e. a beta-lactamase suicide substrate; the biotinylated phages were recovered by panning on immobilised streptavidin. As labelling with biotinylated suicide substrates tends to select enzymes that do not turnover, a counter-selection against penicillin binding mutants was introduced to extract the beta-lactamases. The selected phage-enzymes were characterised by sequencing to identify conserved residues and by kinetic analysis of the reaction with benzyl-penicillin. Several penicillin binding mutants, in which the essential Glu166 is replaced by Asn, were shown to be acylated very fast by PenG, the acylation being characterised by biphasic kinetics. These data are interpreted by a kinetic scheme in which the enzymes exist in two interconvertible conformations. The rate constant of the conformational change suggests that it involves an isomerisation of the peptide bond between residues 166 and 167 and controls a conformation of the Omega-loop compatible with fast acylation of the active site serine residue.
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Affiliation(s)
- S Vanwetswinkel
- Université Catholique de Louvain, Laboratoire de Biochimie Physique et des Biopolymères, Place L. Pasteur, 1 Bte 1B, Louvain-la-Neuve, B1348, Belgium
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Legendre D, Soumillion P, Fastrez J. Engineering a regulatable enzyme for homogeneous immunoassays. Nat Biotechnol 1999; 17:67-72. [PMID: 9920272 DOI: 10.1038/5243] [Citation(s) in RCA: 68] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We have engineered the phage displayed TEM-1 beta-lactamase to generate enzymes that can be used in homogeneous immunoassays because their activity can be modulated by binding to monoclonal antibodies (Mabs) raised against an unrelated protein. Random peptide libraries were genetically inserted into three loops to create hybrid enzymes with binding sites for Mabs. Insertion points were chosen to be close enough to the active site that complex formation could affect the activity. The antibiotic resistance provided by the beta-lactamase activity was used to select the clones encoding active enzymes. Biopanning of the active libraries on immobilized Mabs against the prostate specific antigen (PSA) or on streptavidin yielded enzymes with binding sites for these proteins. Their activity could be regulated by Mab or streptavidin binding. The dissociation constants of the complexes are in the 10(-9) to 10(-6) M range. In a competitive assay, PSA could be detected at a minimal concentration of 10(-9) M. The Mabs recognize mimotopes as no sequence similarity was found between inserts in regulated clones and fragments of the PSA sequence. The method can be developed to generate signaling molecules to be used for the detection of analytes in solution without identification of the epitope.
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Affiliation(s)
- D Legendre
- Laboratoire de Biochimie Physique et des Biopolymères, Université Catholique de Louvain, Place L. Pasteur, Louvain-la-Neuve, Belgium
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Avalle B, Friboulet A, Thomas D. Screening of inhibitory monoclonal antibodies. A critical step for producing anti-idiotypic catalytic antibodies. Ann N Y Acad Sci 1998; 864:118-30. [PMID: 9928086 DOI: 10.1111/j.1749-6632.1998.tb10294.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
In accord with the original approach that we proposed, catalytic antibodies may be produced by using the anti-idiotypic pathway according to antigen/antibody complementarity rules. The generation and screening of the idiotypic Ab1, the central point on which are anchored the interactions with both the antigen (enzyme) and the anti-idiotypic abzyme, represent a crucial step for the success of this approach. We herein propose to describe a strategy for which we have developed a number of assays, aiming at selecting the proper Ab1, with desired features, likely to elicit an anti-idiotypic catalytic antibody. beta-Lactamase from Bacillus cereus was chosen as the example illustrating our arguments.
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Affiliation(s)
- B Avalle
- Laboratoire de Technologie Enzymatique, UPRES-A CNRS, Université de Technologie de Compiègne, Compiègne, France
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Abstract
Cellular compartmentalization is vital for the evolution of all living organisms. Cells keep together the genes, the RNAs and proteins that they encode, and the products of their activities, thus linking genotype to phenotype. We have reproduced this linkage in the test tube by transcribing and translating single genes in the aqueous compartments of water-in-oil emulsions. These compartments, with volumes close to those of bacteria, can be recruited to select genes encoding catalysts. A protein or RNA with a desired catalytic activity converts a substrate attached to the gene that encodes it to product. In other compartments, substrates attached to genes that do not encode catalysts remain unmodified. Subsequently, genes encoding catalysts are selectively enriched by virtue of their linkage to the product. We demonstrate the linkage of genotype to phenotype in man-made compartments using a model system. A selection for target-specific DNA methylation was based on the resistance of the product (methylated DNA) to restriction digestion. Genes encoding HaeIII methyltransferase were selected from a 10(7)-fold excess of genes encoding another enzyme.
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Affiliation(s)
- D S Tawfik
- Centre for Protein Engineering, MRC Centre, Cambridge, UK
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