1
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Güler R, Svedmark SF, Abouzayed A, Orlova A, Löfblom J. Increasing thermal stability and improving biodistribution of VEGFR2-binding affibody molecules by a combination of in silico and directed evolution approaches. Sci Rep 2020; 10:18148. [PMID: 33097752 PMCID: PMC7585445 DOI: 10.1038/s41598-020-74560-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 09/23/2020] [Indexed: 11/09/2022] Open
Abstract
The family of vascular endothelial growth factor (VEGF) ligands and their interactions with VEGF receptors (VEGFRs) play important roles in both pathological and physiological angiogenesis. Hence, agonistic and antagonistic ligands targeting this signaling pathway have potential for both studies on fundamental biology and for development of therapies and diagnostics. Here, we engineer VEGFR2-binding affibody molecules for increased thermostability, refolding and improved biodistribution. We designed libraries based on the original monomeric binders with the intention of reducing hydrophobicity, while retaining high affinity for VEGFR2. Libraries were displayed on bacteria and binders were isolated by fluorescence-activated cell sorting (FACS). In parallel, we used an automated sequence- and structure-based in silico algorithm to identify potentially stabilizing mutations. Monomeric variants isolated from the screening and the in silico approach, respectively, were characterized by circular dichroism spectroscopy and biosensor assays. The most promising mutations were combined into new monomeric constructs which were finally fused into a dimeric construct, resulting in a 15 °C increase in melting temperature, complete refolding capability after heat-induced denaturation, retained low picomolar affinity and improved biodistribution profile in an in vivo mouse model. These VEGFR2-binding affibody molecules show promise as candidates for further in vivo studies to assess their suitability as molecular imaging and therapeutic agents.
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Affiliation(s)
- Rezan Güler
- Department of Protein Science, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Siri Flemming Svedmark
- Department of Protein Science, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Ayman Abouzayed
- Department of Medicinal Chemistry, Uppsala University, Uppsala, Sweden
| | - Anna Orlova
- Department of Medicinal Chemistry, Uppsala University, Uppsala, Sweden
- Science for Life Laboratory, Uppsala University, Uppsala, Sweden
- Research Centrum for Oncotheranostics, Research School of Chemistry and Applied Biomedical Sciences, Tomsk Polytechnic University, Tomsk, Russia
| | - John Löfblom
- Department of Protein Science, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Stockholm, Sweden.
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2
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He Y, Chen Y, Oganesyan N, Ruan B, O'Brochta D, Bryan PN, Orban J. Solution NMR structure of a sheddase inhibitor prodomain from the malarial parasite Plasmodium falciparum. Proteins 2012; 80:2810-7. [PMID: 23011838 DOI: 10.1002/prot.24187] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2012] [Revised: 09/06/2012] [Accepted: 09/19/2012] [Indexed: 11/10/2022]
Abstract
Plasmodium subtilisin 2 (Sub2) is a multidomain protein that plays an important role in malaria infection. Here, we describe the solution NMR structure of a conserved region of the inhibitory prodomain of Sub2 from Plasmodium falciparum, termed prosub2. Despite the absence of any detectable sequence homology, the protozoan prosub2 has structural similarity to bacterial and mammalian subtilisin-like prodomains. Comparison with the three-dimensional structures of these other prodomains suggests a likely binding interface with the catalytic domain of Sub2 and provides insights into the locations of primary and secondary processing sites in Plasmodium prodomains.
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Affiliation(s)
- Yanan He
- Institute for Bioscience and Biotechnology Research, University of Maryland, Rockville, MD 20850, USA
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3
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Daugherty AB, Muthu P, Lutz S. Novel Protease Inhibitors via Computational Redesign of Subtilisin BPN′ Propeptide. Biochemistry 2012; 51:8247-55. [DOI: 10.1021/bi300832v] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ashley B. Daugherty
- Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States
| | - Pravin Muthu
- Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States
| | - Stefan Lutz
- Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States
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4
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Shinde U, Thomas G. Insights from bacterial subtilases into the mechanisms of intramolecular chaperone-mediated activation of furin. Methods Mol Biol 2011; 768:59-106. [PMID: 21805238 DOI: 10.1007/978-1-61779-204-5_4] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Prokaryotic subtilisins and eukaryotic proprotein convertases (PCs) are two homologous protease subfamilies that belong to the larger ubiquitous super-family called subtilases. Members of the subtilase super-family are produced as zymogens wherein their propeptide domains function as dedicated intramolecular chaperones (IMCs) that facilitate correct folding and regulate precise activation of their cognate catalytic domains. The molecular and cellular determinants that modulate IMC-dependent folding and activation of PCs are poorly understood. In this chapter we review what we have learned from the folding and activation of prokaryotic subtilisin, discuss how this has molded our understanding of furin maturation, and foray into the concept of pH sensors, which may represent a paradigm that PCs (and possibly other IMC-dependent eukaryotic proteins) follow for regulating their biological functions using the pH gradient in the secretory pathway.
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Affiliation(s)
- Ujwal Shinde
- Department of Biochemistry and Molecular Biology, Oregon Health and Science University, Portland, OR 97229, USA.
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5
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Gallagher T, Ruan B, London M, Bryan MA, Bryan PN. Structure of a switchable subtilisin complexed with a substrate and with the activator azide. Biochemistry 2009; 48:10389-94. [PMID: 19761257 PMCID: PMC2979009 DOI: 10.1021/bi900577n] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An engineered variant of the protease subtilisin from Bacillus amyloliquefaciens, in which the D32A mutation renders the enzyme's activity dependent on the presence of certain small anions such as fluoride or azide, has been produced. This modified enzyme has applications as an azide or fluoride-triggered expression-purification tool. We report activity measurements showing that the enzyme is activated more than 3000-fold by azide and describe the 1.8 A resolution structure of an inactive form (by replacing the catalytic nucleophile Ser 221 with alanine) of the protease, in complex with azide and with a substrate that spans the active site. Both enzyme and substrate have been engineered to increase their stability and the affinity of their interaction. The substrate is based on a stabilized subtilisin prodomain, extended across the active site by the addition of four residues at its C-terminus. In the crystal structure, the substrate is well-ordered across the active site, and the azide anion is observed bound adjacent to Ala 32. The structures of the substrate complex in three different crystals (anion-free, fluoride-soaked, and azide-soaked) are compared. These structures provide extensive information for understanding subtilisin's substrate binding and catalytic mechanism, and for the development of biotechnology tools based on anion-activated proteolysis. The mechanism of anion-dependent proteolysis appears to be a slight modification of the accepted charge-relay mechanism for serine proteases.
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Affiliation(s)
- Travis Gallagher
- Center for Advanced Research in Biotechnology, 9600 Gudelsky Drive, Rockville, Maryland 20850, USA.
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6
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Yanagida H, Matsuura T, Yomo T. Compensatory evolution of a WW domain variant lacking the strictly conserved Trp residue. J Mol Evol 2007; 66:61-71. [PMID: 18087661 DOI: 10.1007/s00239-007-9061-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2007] [Revised: 11/09/2007] [Accepted: 11/19/2007] [Indexed: 10/22/2022]
Abstract
Replacement of conserved amino acid residues during evolution of proteins can lead to divergence and the formation of new families with novel functions, but is often deleterious to both protein structure and function. Using the WW domain, we experimentally examined whether and to what degree second-site mutations can compensate for the reduction of function and loss of structure that accompany substitution of a strictly conserved amino acid residue. The W17F mutant of the WW domain, with substitution of the most strictly conserved Trp residue, is known to lack a specific three-dimensional structure and shows reduced binding affinity in comparison to the wild type. To obtain second-site revertants, we performed a selection experiment based on the proline-rich peptide (PY ligand) binding affinity using the W17F mutant as the initial sequence. After selection by ribosome display, we were able to select revertants that exhibited a maximum ninefold higher affinity to the PY ligand than the W17F mutant and showed an even better affinity than the wild type. In addition, we found that the functional restoration resulted in increased binding specificity in selected revertants, and the structures were more compact, with increased amounts of secondary structure, in comparison to the W17F mutant. Our results suggest that the defective structure and function of the proteins caused by mutations in highly conserved residues occurring through divergent evolution not only can be restored but can be further improved by compensatory mutations.
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Affiliation(s)
- Hayato Yanagida
- Graduate School of Frontier Biosciences, Osaka University, 2-1 Yamadaoka, Suita, Osaka, Japan
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7
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Biswas P, Zou J, Saven JG. Statistical theory for protein ensembles with designed energy landscapes. J Chem Phys 2007; 123:154908. [PMID: 16252973 DOI: 10.1063/1.2062047] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Combinatorial protein libraries provide a promising route to investigate the determinants and features of protein folding and to identify novel folding amino acid sequences. A library of sequences based on a pool of different monomer types are screened for folding molecules, consistent with a particular foldability criterion. The number of sequences grows exponentially with the length of the polymer, making both experimental and computational tabulations of sequences infeasible. Herein a statistical theory is extended to specify the properties of sequences having particular values of global energetic quantities that specify their energy landscape. The theory yields the site-specific monomer probabilities. A foldability criterion is derived that characterizes the properties of sequences by quantifying the energetic separation of the target state from low-energy states in the unfolded ensemble and the fluctuations of the energies in the unfolded state ensemble. For a simple lattice model of proteins, excellent agreement is observed between the theory and the results of exact enumeration. The theory may be used to provide a quantitative framework for the design and interpretation of combinatorial experiments.
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Affiliation(s)
- Parbati Biswas
- Department of Chemistry, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.
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8
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Paschke M. Phage display systems and their applications. Appl Microbiol Biotechnol 2005; 70:2-11. [PMID: 16365766 DOI: 10.1007/s00253-005-0270-9] [Citation(s) in RCA: 146] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2005] [Revised: 11/17/2005] [Accepted: 11/17/2005] [Indexed: 11/26/2022]
Abstract
Screening phage display libraries of proteins and peptides has, for almost two decades, proven to be a powerful technology for selecting polypeptides with desired biological and physicochemical properties from huge molecular libraries. The scope of phage display applications continues to expand. Recent applications and technical improvements driving further developments in the field of phage display are discussed.
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Affiliation(s)
- Matthias Paschke
- Institut für Biochemie, Charité-Universitätsmedizin Berlin, Monbijoustrasse 2A, 10117 Berlin, Germany.
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9
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Kojima S, Iwahara A, Yanai H. Inhibitor-assisted refolding of protease: A protease inhibitor as an intramolecular chaperone. FEBS Lett 2005; 579:4430-6. [PMID: 16061231 DOI: 10.1016/j.febslet.2005.06.083] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2005] [Revised: 06/09/2005] [Accepted: 06/28/2005] [Indexed: 11/16/2022]
Abstract
Pleurotus ostrearus proteinase A inhibitor 1 (POIA1), which was discovered as a protease inhibitor, is unique in that it shows sequence homology to the propeptide of subtilisin, which functions as an intramolecular of a cognate protease. In this study, we demonstrate that POIA1 can function as an intramolecular chaperone of subtilisin by in vitro and in vivo experiments. The specific cleavage between POIA1 and the mature region of subtilisin BPN' occurred in a refolding process of a chimera protein, and Bacillus cells transformed with a chimera gene formed a halo on a skim milk plate. The mutational analyses of POIA1 in the chimera protein suggested that the tertiary structure of POIA1 is required for such a function, and that an increase in its ability to bind to subtilisin BPN' makes POIA1 a more effective intramolecular chaperone.
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Affiliation(s)
- Shuichi Kojima
- Institute for Biomolecular Science, Gakushuin University, Mejiro, Tokyo 171-8588, Japan.
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10
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Smith J, Kontermann RE, Embleton J, Kumar S. Antibody phage display technologies with special reference to angiogenesis. FASEB J 2005; 19:331-41. [PMID: 15746176 DOI: 10.1096/fj.04-2863rev] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The presence of blood vessels is a prerequisite for normal development, tissue growth, and tissue repair. However, its abnormal occurrence or absence can also potentiate disease processes. Angiogenic therapies have been used to stimulate blood vessel growth in ischemic conditions such as severe end-stage peripheral vascular disease, ischemic heart disease and stroke and for inhibition of angiogenesis in tumors. The targeting and identification of novel endothelial cell (EC) markers that can ultimately be used in angiogenic strategies is an expanding field but is limited by the availability of reagents. For instance repeated injection of mouse monoclonal antibodies (Mabs) against angiogenic EC, can result in the production of autoantibodies. Therefore, these mouse Mabs cannot be used for therapeutic purposes. Phage display technology was employed in this context to select antibodies, proteins, and peptides against known or novel EC antigens. Furthermore, technologies have been developed that enable the specific targeting of epitopes on cells including the endothelium with high-affinity/avidity antibodies. The focus for these antibody targeting strategies are markers that are unique or up-regulated on angiogenic EC including the vascular endothelial growth factor receptor (VEGFR) KDR, endoglin (CD105), and the extracellular domain B (ED-B) domain of fibronectin (FN). These markers are reviewed herein.
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Affiliation(s)
- Julia Smith
- University of Manchester, Stopford Building, Oxford Rd, Manchester, M13 9PT, UK.
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11
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Kotz JD, Bond CJ, Cochran AG. Phage-display as a tool for quantifying protein stability determinants. ACTA ACUST UNITED AC 2004; 271:1623-9. [PMID: 15096201 DOI: 10.1111/j.1432-1033.2004.04076.x] [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] [Indexed: 11/28/2022]
Abstract
To address questions of protein stability, researchers have increasingly turned to combinatorial approaches that permit the rapid analysis of libraries of protein variants. Phage-display has proved to be a powerful tool for analyzing protein stability due to the large library size and the robustness of the phage particle to a variety of denaturing conditions. With the B1 domain of protein G (GB1) and a camelid heavy chain antibody as model systems, we are using phage-display libraries to experimentally address questions that have generally been addressed in silico, either through computational studies or statistical analysis of known protein structures. One effort has focused on identifying novel solutions to repacking the hydrophobic core of GB1, while maintaining stability comparable to the wild type protein. In a second study, a small set of substitutions in complimentarity-determining region 3 was found to stabilize the framework of the camelid antibody. Another major focus has been to obtain quantitative data on beta-sheet stability determinants. We have successfully adapted a phage-display method for quantitating affinities of protein variants (shotgun alanine scanning) to analysis of GB1 stability. Using this method, we have analyzed the energetic contributions of cross-strand side chain-side chain interactions. Finally, we discuss parameters to consider in using phage-display to discriminate subtle stability differences among fully folded variants. Overall, this method provides a fast approach for quantitatively addressing biophysical questions.
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Affiliation(s)
- Joanne D Kotz
- Department of Protein Engineering, Genentech, Inc., South San Francisco, CA 94080, USA
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12
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Affiliation(s)
- Philip N Bryan
- Center for Advanced Research in Biotechnology, University of Maryland Biotechnology Institute, 9600 Gudelsky Drive, Rockville, Maryland 20850, USA.
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13
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Pedersen JS, Otzen DE, Kristensen P. Directed evolution of barnase stability using proteolytic selection. J Mol Biol 2002; 323:115-23. [PMID: 12368103 DOI: 10.1016/s0022-2836(02)00891-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We report the construction of a phage-displayed repertoire of mutants of the ribonuclease barnase from Bacillus amyloliquefaciens. The construction was guided by the natural variability between two closely related ribonucleases, barnase and binase from Bacillus intermedius. This repertoire was selected using a proteolytic selection method, allowing sorting of the library according to the resistance of the mutants toward proteolysis. Susceptibility toward proteolysis has been correlated with flexibility and unfolding, and is thus expected to yield mutants with increased thermal stability. Enrichment of barnase mutants with specific combinations of amino acid residues at four of the randomised positions was observed. Three of these enriched amino acid residues are present in neither barnase nor binase. For some of the mutations, the improvement in proteolytic stability does not lead to a pronounced improvement in thermodynamic stability, indicating that the factors governing the proteolytic stability in some cases may be different from those governing the thermodynamic stability, e.g. propensity to local unfolding.The results obtained add important knowledge to a novel use of phage display technology for selection of thermodynamically stable proteins. Only by carefully establishing the parameters that can be adjusted, and recognising the influence this will have on the outcome of selection, will it be possible to realise the powerful technique of proteolytic selection.
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Affiliation(s)
- Jesper S Pedersen
- University of Aarhus, Department of Molecular and Structural Biology, Gustav Wieds Vej 10C, 8000, Aarhus C, Denmark
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14
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Sasakawa H, Yoshinaga S, Kojima S, Tamura A. Structure of POIA1, a homologous protein to the propeptide of subtilisin: implication for protein foldability and the function as an intramolecular chaperone. J Mol Biol 2002; 317:159-67. [PMID: 11916386 DOI: 10.1006/jmbi.2002.5412] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Solution structure of POIA1 (Pleurotus ostreatus proteinase A inhibitor 1), which functions as an intramolecular chaperone and as an inhibitor to subtilisin, was determined. By making use of the fact that POIA1 is the only structured protein that shows homology to the propeptide of subtilisin, which is unstructured by itself, foldability of this protein was elucidated. It became clear that the evolutionarily conserved residues play two important roles, one for the maintenance of its own structure, and the other for the interaction with subtilisin. Structural softness and mutational tolerance contained in the POIA1 structure makes it an ideal material for designing a foldable protein.
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Affiliation(s)
- Hiroaki Sasakawa
- PRESTO, JST (Japan Science and Technology Cooperation), Nada, Kobe 657-8501, Japan
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15
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Affiliation(s)
- R H Hoess
- Dupont Pharmaceuticals Company, Experimental Station E336/205, Wilmington, Delaware 19880, USA.
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16
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Affiliation(s)
- J G Saven
- Department of Chemistry, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
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17
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Affiliation(s)
- Arul Jayaraman
- Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital, Harvard Medical School, and Shriners Burns Hospital, Boston, Massachusetts 02114
| | - Martin L. Yarmush
- Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital, Harvard Medical School, and Shriners Burns Hospital, Boston, Massachusetts 02114
| | - Charles M. Roth
- Center for Engineering in Medicine and Surgical Services, Massachusetts General Hospital, Harvard Medical School, and Shriners Burns Hospital, Boston, Massachusetts 02114
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18
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Bulyk ML, Huang X, Choo Y, Church GM. Exploring the DNA-binding specificities of zinc fingers with DNA microarrays. Proc Natl Acad Sci U S A 2001; 98:7158-63. [PMID: 11404456 PMCID: PMC34639 DOI: 10.1073/pnas.111163698] [Citation(s) in RCA: 224] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
A key step in the regulation of networks that control gene expression is the sequence-specific binding of transcription factors to their DNA recognition sites. A more complete understanding of these DNA-protein interactions will permit a more comprehensive and quantitative mapping of the regulatory pathways within cells, as well as a deeper understanding of the potential functions of individual genes regulated by newly identified DNA-binding sites. Here we describe a DNA microarray-based method to characterize sequence-specific DNA recognition by zinc-finger proteins. A phage display library, prepared by randomizing critical amino acid residues in the second of three fingers of the mouse Zif268 domain, provided a rich source of zinc-finger proteins with variant DNA-binding specificities. Microarrays containing all possible 3-bp binding sites for the variable zinc fingers permitted the quantitation of the binding site preferences of the entire library, pools of zinc fingers corresponding to different rounds of selection from this library, as well as individual Zif268 variants that were isolated from the library by using specific DNA sequences. The results demonstrate the feasibility of using DNA microarrays for genome-wide identification of putative transcription factor-binding sites.
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Affiliation(s)
- M L Bulyk
- Harvard University Graduate Biophysics Program, Harvard Medical School, Boston, MA 02115, USA
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19
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Sharkov NA, Davis RM, Reidhaar-Olson JF, Navre M, Cai D. Reaction kinetics of protease with substrate phage. Kinetic model developed using stromelysin. J Biol Chem 2001; 276:10788-93. [PMID: 11152696 DOI: 10.1074/jbc.m011772200] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Peptide libraries generated using phage display have been widely applied to proteolytic enzymes for substrate selection and optimization, but the reaction kinetics between the enzyme and substrate phage are not well understood. Using a quantitative ELISA assay to monitor the disappearance of substrate, we have been able to follow the course of reaction between stromelysin, a metalloprotease, and its substrate phage. We found that under the proteolytic conditions where the enzyme was present in nanomolar concentration or higher, in excess over the substrate, the proteolysis of substrate phage was a single exponential event and the observed rate linear with respect to enzyme concentration. The enzyme concentration dependence could be described by pseudo first-order kinetic equations. Our data suggest that substrate binding is slow relative to the subsequent hydrolysis step, implying that the phage display selection process enriches clones that have high binding affinity to the protease, and the selection may not discriminate those of different chemical reactivity toward the enzyme. Considering that multiple substrate molecules may be present on a single phage particle, we regard the substrate phage reaction kinetic model as empirical. The validity of the model was ascertained when we successfully applied it to determine the binding affinity of a competitive inhibitor of stromelysin.
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Affiliation(s)
- N A Sharkov
- Affymax Research Institute, Santa Clara, California 95051, USA
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20
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Plückthun A, Schaffitzel C, Hanes J, Jermutus L. In vitro selection and evolution of proteins. ADVANCES IN PROTEIN CHEMISTRY 2001; 55:367-403. [PMID: 11050939 DOI: 10.1016/s0065-3233(01)55009-3] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- A Plückthun
- Biochemisches Institut, Universität Zürich, Switzerland
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21
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Kono H, Saven JG. Statistical theory for protein combinatorial libraries. Packing interactions, backbone flexibility, and the sequence variability of a main-chain structure. J Mol Biol 2001; 306:607-28. [PMID: 11178917 DOI: 10.1006/jmbi.2000.4422] [Citation(s) in RCA: 107] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Combinatorial experiments provide new ways to probe the determinants of protein folding and to identify novel folding amino acid sequences. These types of experiments, however, are complicated both by enormous conformational complexity and by large numbers of possible sequences. Therefore, a quantitative computational theory would be helpful in designing and interpreting these types of experiment. Here, we present and apply a statistically based, computational approach for identifying the properties of sequences compatible with a given main-chain structure. Protein side-chain conformations are included in an atom-based fashion. Calculations are performed for a variety of similar backbone structures to identify sequence properties that are robust with respect to minor changes in main-chain structure. Rather than specific sequences, the method yields the likelihood of each of the amino acids at preselected positions in a given protein structure. The theory may be used to quantify the characteristics of sequence space for a chosen structure without explicitly tabulating sequences. To account for hydrophobic effects, we introduce an environmental energy that it is consistent with other simple hydrophobicity scales and show that it is effective for side-chain modeling. We apply the method to calculate the identity probabilities of selected positions of the immunoglobulin light chain-binding domain of protein L, for which many variant folding sequences are available. The calculations compare favorably with the experimentally observed identity probabilities.
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Affiliation(s)
- H Kono
- Department of Chemistry, University of Pennsylvania, Philadelphia, PA 19104, USA
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22
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Abstract
The application of single-chain Fv fragments (scFv) in medicine and biotechnology places great demands on their stability. Only recently has attention been given to the production of highly stable scFvs, and in a number of examples it was found that such fragments indeed perform better during practical applications. The structural parameters influencing scFv stability are now beginning to be elucidated. This review summarizes progress in rational and evolutionary engineering methods, the structural implications of these results, as well as some examples where stability engineering has been successfully applied.
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Affiliation(s)
- A Wörn
- Biochemisches Institut, Universität Zürich, Winterthurerstrasse 190, CH-8057, Switzerland
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23
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Abstract
The serine protease subtilisin is an important industrial enzyme as well as a model for understanding the enormous rate enhancements affected by enzymes. For these reasons along with the timely cloning of the gene, ease of expression and purification and availability of atomic resolution structures, subtilisin became a model system for protein engineering studies in the 1980s. Fifteen years later, mutations in well over 50% of the 275 amino acids of subtilisin have been reported in the scientific literature. Most subtilisin engineering has involved catalytic amino acids, substrate binding regions and stabilizing mutations. Stability has been the property of subtilisin which has been most amenable to enhancement, yet perhaps least understood. This review will give a brief overview of the subtilisin engineering field, critically review what has been learned about subtilisin stability from protein engineering experiments and conclude with some speculation about the prospects for future subtilisin engineering.
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Affiliation(s)
- P N Bryan
- Center for Advanced Research in Biotechnology, University of Maryland Biotechnology Institute, 9600 Gudelsky Drive, 20850, Rockville, MD, USA.
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24
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Chakravarty S, Mitra N, Queitsch I, Surolia A, Varadarajan R, Dübel S. Protein stabilization through phage display. FEBS Lett 2000; 476:296-300. [PMID: 10913631 DOI: 10.1016/s0014-5793(00)01725-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
RNase S consists of two proteolytic fragments of RNase A, residues 1-20 (S20) and residues 21-124 (S pro). A 15-mer peptide (S15p) with high affinity for S pro was selected from a phage display library. Peptide residues that are buried in the structure of the wild type complex are conserved in S15p though there are several changes at other positions. Isothermal titration calorimetry studies show that the affinity of S15p is comparable to that of the wild type peptide at 25 degrees C. However, the magnitudes of DeltaH(o) and DeltaC(p) are lower for S15p, suggesting that the thermal stability of the complex is enhanced. In agreement with this prediction, at pH 6, the T(m) of the S15p complex was found to be 10 degrees C higher than that of the wild type complex. This suggests that for proteins where fragment complementation systems exist, phage display can be used to find mutations that increase protein thermal stability.
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Affiliation(s)
- S Chakravarty
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore, India
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Zou J, Saven JG. Statistical theory of combinatorial libraries of folding proteins: energetic discrimination of a target structure. J Mol Biol 2000; 296:281-94. [PMID: 10656832 DOI: 10.1006/jmbi.1999.3426] [Citation(s) in RCA: 67] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A self-consistent theory is presented that can be used to estimate the number and composition of sequences satisfying a predetermined set of constraints. The theory is formulated so as to examine the features of sequences having a particular value of Delta=E(f)-<E>(u), where E(f) is the energy of sequences when in a target structure and <E>(u) is an average energy of non-target structures. The theory yields the probabilities w(i)(alpha) that each position i in the sequence is occupied by a particular monomer type alpha. The theory is applied to a simple lattice model of proteins. Excellent agreement is observed between the theory and the results of exact enumerations. The theory provides a quantitative framework for the design and interpretation of combinatorial experiments involving proteins, where a library of amino acid sequences is searched for sequences that fold to a desired structure.
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Affiliation(s)
- J Zou
- Department of Chemistry, University of Pennsylvania, Philadelphia, PA 19104-6323, USA
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26
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Abstract
A library of mutants of a single-chain Fv fragment (scFv) was generated by a combination of directed and random mutagenesis, using oligonucleotides randomized at defined positions and two rounds of DNA shuffling. The library was based on the already well folding and stable scFv fragment 4D5Flu. In order to further improve this framework and test the efficiency of various selection strategies, phage display selection was carried out under different selective pressures for higher thermodynamic stability. Incubation of the display phages at elevated temperatures was compared to exposure of the phages to high concentrations of guanidinium chloride. Temperature stress-guided selection yielded the most stable scFv mutant after two rounds of mutagenesis and selection, due to the irreversibility of the unfolding process. It possessed only two mutations (His(L27d)Asn and Phe(L55)Val) and showed a thermodynamic stability improved by roughly 4 kcal/mol, threefold better expression yields in Escherichia coli as well as a 20-fold better binding constant than the 4D5Flu wild-type. The selection results obtained in this study delineate the advantages, disadvantages and limitations of different stability stress selection methods in phage display.
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Affiliation(s)
- S Jung
- Biochemisches Institut der Universität Zürich, Winterthurerstr. 190, Zürich, CH-8057, Switzerland
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Shusta EV, Kieke MC, Parke E, Kranz DM, Wittrup KD. Yeast polypeptide fusion surface display levels predict thermal stability and soluble secretion efficiency. J Mol Biol 1999; 292:949-56. [PMID: 10512694 DOI: 10.1006/jmbi.1999.3130] [Citation(s) in RCA: 183] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Efficiency of yeast cell surface display can serve as a proxy screening variable for enhanced thermal stability and soluble secretion efficiency of mutant proteins. Several single-chain T cell receptor (scTCR) single-site mutants that enable yeast surface display, along with their double and triple mutant combinations, were analyzed for soluble secretion from the yeast Saccharomyces cerevisiae. While secretion of the wild-type scTCR was not detected, each of the single, double, and triple mutants were produced in yeast supernatants, with increased expression resulting from the double and triple mutants. Soluble secretion levels were strongly correlated with the quantity of active scTCR displayed as a fusion to Aga2p on the surface of yeast. Thermal stability of the scTCR mutants correlated directly with the secreted and surface levels of scTCR, with evidence suggesting that intracellular proteolysis by the endoplasmic reticulum quality control apparatus dictates display efficiency. Thus, yeast display is a directed evolution scaffold that can be used for the identification of mutant eucaryotic proteins with significantly enhanced stability and secretion properties.
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Affiliation(s)
- E V Shusta
- Department of Chemical Engineering, University of Illinois, Urbana, IL 61801, USA
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28
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Paper Alert. Structure 1999. [DOI: 10.1016/s0969-2126(99)80014-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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