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Davydova EK. Protein Engineering: Advances in Phage Display for Basic Science and Medical Research. BIOCHEMISTRY. BIOKHIMIIA 2022; 87:S146-S110. [PMID: 35501993 PMCID: PMC8802281 DOI: 10.1134/s0006297922140127] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/28/2021] [Accepted: 11/02/2021] [Indexed: 12/03/2022]
Abstract
Functional Protein Engineering became the hallmark in biomolecule manipulation in the new millennium, building on and surpassing the underlying structural DNA manipulation and recombination techniques developed and employed in the last decades of 20th century. Because of their prominence in almost all biological processes, proteins represent extremely important targets for engineering enhanced or altered properties that can lead to improvements exploitable in healthcare, medicine, research, biotechnology, and industry. Synthetic protein structures and functions can now be designed on a computer and/or evolved using molecular display or directed evolution methods in the laboratory. This review will focus on the recent trends in protein engineering and the impact of this technology on recent progress in science, cancer- and immunotherapies, with the emphasis on the current achievements in basic protein research using synthetic antibody (sABs) produced by phage display pipeline in the Kossiakoff laboratory at the University of Chicago (KossLab). Finally, engineering of the highly specific binding modules, such as variants of Streptococcal protein G with ultra-high orthogonal affinity for natural and engineered antibody scaffolds, and their possible applications as a plug-and-play platform for research and immunotherapy will be described.
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Affiliation(s)
- Elena K Davydova
- The University of Chicago, Department of Biochemistry and Molecular Biology, Chicago, IL 60637, USA.
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2
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De Raffele D, Martí S, Moliner V. A QM/MM study on the origin of retro-aldolase activity of a catalytic antibody. Chem Commun (Camb) 2021; 57:5306-5309. [PMID: 33912877 DOI: 10.1039/d1cc01081f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The retro-aldolase mechanism of methodol catalysed by the catalytic antibody 33F12 is described based on the exploration of the free energy landscape obtained with QM/MM methods. The amino acids involved in the reaction have been identified, as well as their specific role played in the active site and in the flexibility of the loops. Finally, the comparison with a de novo enzyme RA95.5-8F provides a deeper understanding of catalytic differences between such different protein scaffolds.
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Affiliation(s)
- Daria De Raffele
- Departament de Química Física i Analítica, Universitat Jaume I, Castellón 12071, Spain.
| | - Sergio Martí
- Departament de Química Física i Analítica, Universitat Jaume I, Castellón 12071, Spain.
| | - Vicent Moliner
- Departament de Química Física i Analítica, Universitat Jaume I, Castellón 12071, Spain.
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3
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Bornscheuer UT, Hauer B, Jaeger KE, Schwaneberg U. Gerichtete Evolution ermöglicht das Design von maßgeschneiderten Proteinen zur nachhaltigen Produktion von Chemikalien und Pharmazeutika. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201812717] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Uwe T. Bornscheuer
- Biotechnologie & Enzymkatalyse; Institut für Biochemie; Universität Greifswald; Felix-Hausdorff-Straße 4 17487 Greifswald Deutschland
| | - Bernhard Hauer
- Institut für Technische Biochemie; Universität Stuttgart; Allmandring 31 70569 Stuttgart Deutschland
| | - Karl Erich Jaeger
- Institut für Molekulare Enzymtechnologie; Heinrich-Heine-, Universität Düsseldorf & Forschungszentrum Jülich; Wilhelm-Johnen-Straße 52426 Jülich Deutschland
| | - Ulrich Schwaneberg
- ABBt-Institut für Biotechnologie; RWTH Aachen und DWI Leibniz-Institut für Interaktive Materialien; Worringer Weg 3 52074 Aachen Deutschland
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4
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Bornscheuer UT, Hauer B, Jaeger KE, Schwaneberg U. Directed Evolution Empowered Redesign of Natural Proteins for the Sustainable Production of Chemicals and Pharmaceuticals. Angew Chem Int Ed Engl 2018; 58:36-40. [DOI: 10.1002/anie.201812717] [Citation(s) in RCA: 124] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Indexed: 01/22/2023]
Affiliation(s)
- Uwe T. Bornscheuer
- Biotechnology & Enzyme Catalysis; Institute of Biochemistry; Greifswald University; Felix Hausdorff Strasse 4 17487 Greifswald Germany
| | - Bernhard Hauer
- Institute of Technical Biochemistry; University of Stuttgart; Allmandring 31 70569 Stuttgart Germany
| | - Karl Erich Jaeger
- Institute of Molecular Enzyme Technology; Heinrich Heine University Düsseldorf and Research Center Jülich; Wilhelm Johnen Strasse 52426 Jülich Germany
| | - Ulrich Schwaneberg
- ABBt-Institute of Biotechnology; RWTH Aachen University and DWI Leibniz Institute for, Interactive Materials; Worringer Weg 3 52074 Aachen Germany
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5
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Elison GL, Acar M. Scarless genome editing: progress towards understanding genotype-phenotype relationships. Curr Genet 2018; 64:1229-1238. [PMID: 29872908 DOI: 10.1007/s00294-018-0850-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 05/26/2018] [Accepted: 05/31/2018] [Indexed: 01/31/2023]
Abstract
The ability to predict phenotype from genotype has been an elusive goal for the biological sciences for several decades. Progress decoding genotype-phenotype relationships has been hampered by the challenge of introducing precise genetic changes to specific genomic locations. Here we provide a comparative review of the major techniques that have been historically used to make genetic changes in cells as well as the development of the CRISPR technology which enabled the ability to make marker-free disruptions in endogenous genomic locations. We also discuss how the achievement of truly scarless genome editing has required further adjustments of the original CRISPR method. We conclude by examining recently developed genome editing methods which are not reliant on the induction of a DNA double strand break and discuss the future of both genome engineering and the study of genotype-phenotype relationships.
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Affiliation(s)
- Gregory L Elison
- Department of Molecular Cellular and Developmental Biology, Yale University, 219 Prospect Street, New Haven, CT, 06511, USA.,Systems Biology Institute, Yale University, 850 West Campus Drive, West Haven, CT, 06516, USA
| | - Murat Acar
- Department of Molecular Cellular and Developmental Biology, Yale University, 219 Prospect Street, New Haven, CT, 06511, USA. .,Systems Biology Institute, Yale University, 850 West Campus Drive, West Haven, CT, 06516, USA. .,Interdepartmental Program in Computational Biology and Bioinformatics, Yale University, 300 George Street, Suite 501, New Haven, CT, 06511, USA. .,Department of Physics, Yale University, Prospect Street, New Haven, CT, 06511, USA.
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6
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A Precise Genome Editing Method Reveals Insights into the Activity of Eukaryotic Promoters. Cell Rep 2017; 18:275-286. [PMID: 28052256 DOI: 10.1016/j.celrep.2016.12.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 11/02/2016] [Accepted: 12/05/2016] [Indexed: 11/22/2022] Open
Abstract
Despite the availability of whole-genome sequences for almost all model organisms, making faithful predictions of gene expression levels based solely on the corresponding promoter sequences remains a challenge. Plasmid-based approaches and methods involving selection markers are not ideal due to copy-number fluctuations and their disruptive nature. Here, we present a genome editing method using the CRISPR/Cas9 complex and elucidate insights into the activity of canonical promoters in live yeast cells. The method involves the introduction of a novel cut site into a specific genomic location, followed by the integration of an edited sequence into the same location in a scarless manner. Using this method to edit the GAL1 and GAL80 promoter sequences, we found that the relative positioning of promoter elements was critically important for setting promoter activity levels in single cells. The method can be extended to other organisms to decode genotype-phenotype relationships in various gene networks.
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7
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Görl J, Possiel C, Sotriffer C, Seibel J. Extending the Scope of GTFR Glucosylation Reactions with Tosylated Substrates for Rare Sugars Synthesis. Chembiochem 2017; 18:2012-2015. [PMID: 28796424 DOI: 10.1002/cbic.201700320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Indexed: 11/06/2022]
Abstract
Functionalized rare sugars were synthesized with 2-, 3-, and 6-tosylated glucose derivatives as acceptor substrates by transglucosylation with sucrose and the glucansucrase GTFR from Streptococcus oralis. The 2- and 3-tosylated glucose derivatives yielded the corresponding 1,6-linked disaccharides (isomaltose analogues), whereas the 6-tosylated glucose derivatives resulted in 1,3-linked disaccharides (nigerose analogue) with high regioselectivity in up to 95 % yield. Docking studies provided insight into the binding mode of the acceptors and suggested two different orientations that were responsible for the change in regioselectivity.
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Affiliation(s)
- Julian Görl
- Department of Organic Chemistry, Universität Würzburg, Am Hubland, 97074, Würzburg, Germany
| | - Christian Possiel
- Department of Organic Chemistry, Universität Würzburg, Am Hubland, 97074, Würzburg, Germany
| | - Christoph Sotriffer
- Department of Pharmacy and Food Chemistry, Universität Würzburg, Am Hubland, 97074, Würzburg, Germany
| | - Jürgen Seibel
- Department of Organic Chemistry, Universität Würzburg, Am Hubland, 97074, Würzburg, Germany
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8
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Renata H, Wang ZJ, Arnold FH. Expanding the enzyme universe: accessing non-natural reactions by mechanism-guided directed evolution. Angew Chem Int Ed Engl 2015; 54:3351-67. [PMID: 25649694 PMCID: PMC4404643 DOI: 10.1002/anie.201409470] [Citation(s) in RCA: 375] [Impact Index Per Article: 41.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Indexed: 11/10/2022]
Abstract
High selectivity and exquisite control over the outcome of reactions entice chemists to use biocatalysts in organic synthesis. However, many useful reactions are not accessible because they are not in nature's known repertoire. In this Review, we outline an evolutionary approach to engineering enzymes to catalyze reactions not found in nature. We begin with examples of how nature has discovered new catalytic functions and how such evolutionary progression has been recapitulated in the laboratory starting from extant enzymes. We then examine non-native enzyme activities that have been exploited for chemical synthesis, with an emphasis on reactions that do not have natural counterparts. Non-natural activities can be improved by directed evolution, thus mimicking the process used by nature to create new catalysts. Finally, we describe the discovery of non-native catalytic functions that may provide future opportunities for the expansion of the enzyme universe.
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Affiliation(s)
- Hans Renata
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd. MC 210-41, Pasadena, CA 91125 (USA)
| | - Z. Jane Wang
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd. MC 210-41, Pasadena, CA 91125 (USA)
| | - Frances H. Arnold
- Division of Chemistry and Chemical Engineering, California Institute of Technology, 1200 E. California Blvd. MC 210-41, Pasadena, CA 91125 (USA)
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9
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Renata H, Wang ZJ, Arnold FH. Ausdehnung des Enzym-Universums: Zugang zu nicht-natürlichen Reaktionen durch mechanismusgeleitete, gerichtete Evolution. Angew Chem Int Ed Engl 2015. [DOI: 10.1002/ange.201409470] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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10
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Weaver J, Watts T, Li P, Rye HS. Structural basis of substrate selectivity of E. coli prolidase. PLoS One 2014; 9:e111531. [PMID: 25354344 PMCID: PMC4213023 DOI: 10.1371/journal.pone.0111531] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 10/03/2014] [Indexed: 11/19/2022] Open
Abstract
Prolidases, metalloproteases that catalyze the cleavage of Xaa-Pro dipeptides, are conserved enzymes found in prokaryotes and eukaryotes. In humans, prolidase is crucial for the recycling of collagen. To further characterize the essential elements of this enzyme, we utilized the Escherichia coli prolidase, PepQ, which shares striking similarity with eukaryotic prolidases. Through structural and bioinformatic insights, we have extended previous characterizations of the prolidase active site, uncovering a key component for substrate specificity. Here we report the structure of E. coli PepQ, solved at 2.0 Å resolution. The structure shows an antiparallel, dimeric protein, with each subunit containing N-terminal and C-terminal domains. The C-terminal domain is formed by the pita-bread fold typical for this family of metalloproteases, with two Mg(II) ions coordinated by five amino-acid ligands. Comparison of the E. coli PepQ structure and sequence with homologous structures and sequences from a diversity of organisms reveals distinctions between prolidases from Gram-positive eubacteria and archaea, and those from Gram-negative eubacteria, including the presence of loop regions in the E. coli protein that are conserved in eukaryotes. One such loop contains a completely conserved arginine near the catalytic site. This conserved arginine is predicted by docking simulations to interact with the C-terminus of the substrate dipeptide. Kinetic analysis using both a charge-neutralized substrate and a charge-reversed variant of PepQ support this conclusion, and allow for the designation of a new role for this key region of the enzyme active site.
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Affiliation(s)
- Jeremy Weaver
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, United States of America
| | - Tylan Watts
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, United States of America
| | - Pingwei Li
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, United States of America
| | - Hays S. Rye
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, United States of America
- * E-mail:
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11
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Bawazer LA, Newman AM, Gu Q, Ibish A, Arcila M, Cooper JB, Meldrum FC, Morse DE. Efficient selection of biomineralizing DNA aptamers using deep sequencing and population clustering. ACS NANO 2014; 8:387-395. [PMID: 24341560 DOI: 10.1021/nn404448s] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
DNA-based information systems drive the combinatorial optimization processes of natural evolution, including the evolution of biominerals. Advances in high-throughput DNA sequencing expand the power of DNA as a potential information platform for combinatorial engineering, but many applications remain to be developed due in part to the challenge of handling large amounts of sequence data. Here we employ high-throughput sequencing and a recently developed clustering method (AutoSOME) to identify single-stranded DNA sequence families that bind specifically to ZnO semiconductor mineral surfaces. These sequences were enriched from a diverse DNA library after a single round of screening, whereas previous screening approaches typically require 5-15 rounds of enrichment for effective sequence identification. The consensus sequence of the largest cluster was poly d(T)30. This consensus sequence exhibited clear aptamer behavior and was shown to promote the synthesis of crystalline ZnO from aqueous solution at near-neutral pH. This activity is significant, as the crystalline form of this wide-bandgap semiconductor is not typically amenable to solution synthesis in this pH range. High-resolution TEM revealed that this DNA synthesis route yields ZnO nanoparticles with an amorphous-crystalline core-shell structure, suggesting that the mechanism of mineralization involves nanoscale coacervation around the DNA template. We thus demonstrate that our new method, termed Single round Enrichment of Ligands by deep Sequencing (SEL-Seq), can facilitate biomimetic synthesis of technological nanomaterials by accelerating combinatorial selection of biomolecular-mineral interactions. Moreover, by enabling direct characterization of sequence family demographics, we anticipate that SEL-Seq will enhance aptamer discovery in applications employing additional rounds of screening.
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Affiliation(s)
- Lukmaan A Bawazer
- Department of Molecular, Cellular and Developmental Biology, Institute for Collaborative Biotechnologies, and Biomolecular Science and Engineering Program, University of California , Santa Barbara, California 93106 , United States
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12
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Structure and mechanism of a cysteine sulfinate desulfinase engineered on the aspartate aminotransferase scaffold. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2011; 1824:339-49. [PMID: 22138634 DOI: 10.1016/j.bbapap.2011.10.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2011] [Revised: 10/27/2011] [Accepted: 10/28/2011] [Indexed: 11/23/2022]
Abstract
The joint substitution of three active-site residues in Escherichia coli (L)-aspartate aminotransferase increases the ratio of l-cysteine sulfinate desulfinase to transaminase activity 10(5)-fold. This change in reaction specificity results from combining a tyrosine-shift double mutation (Y214Q/R280Y) with a non-conservative substitution of a substrate-binding residue (I33Q). Tyr214 hydrogen bonds with O3 of the cofactor and is close to Arg374 which binds the α-carboxylate group of the substrate; Arg280 interacts with the distal carboxylate group of the substrate; and Ile33 is part of the hydrophobic patch near the entrance to the active site, presumably participating in the domain closure essential for the transamination reaction. In the triple-mutant enzyme, k(cat)' for desulfination of l-cysteine sulfinate increased to 0.5s(-1) (from 0.05s(-1) in wild-type enzyme), whereas k(cat)' for transamination of the same substrate was reduced from 510s(-1) to 0.05s(-1). Similarly, k(cat)' for β-decarboxylation of l-aspartate increased from<0.0001s(-1) to 0.07s(-1), whereas k(cat)' for transamination was reduced from 530s(-1) to 0.13s(-1). l-Aspartate aminotransferase had thus been converted into an l-cysteine sulfinate desulfinase that catalyzes transamination and l-aspartate β-decarboxylation as side reactions. The X-ray structures of the engineered l-cysteine sulfinate desulfinase in its pyridoxal-5'-phosphate and pyridoxamine-5'-phosphate form or liganded with a covalent coenzyme-substrate adduct identified the subtle structural changes that suffice for generating desulfinase activity and concomitantly abolishing transaminase activity toward dicarboxylic amino acids. Apparently, the triple mutation impairs the domain closure thus favoring reprotonation of alternative acceptor sites in coenzyme-substrate intermediates by bulk water.
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13
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Seibel J. Vom Gen zum Produkt: Maßgeschneiderte Oligosaccharide durch Substrat-, Enzym- und genetisches Engineering. CHEM-ING-TECH 2010. [DOI: 10.1002/cite.200900138] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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14
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Synthetic biology: tools to design, build, and optimize cellular processes. J Biomed Biotechnol 2010; 2010:130781. [PMID: 20150964 PMCID: PMC2817555 DOI: 10.1155/2010/130781] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2009] [Accepted: 10/28/2009] [Indexed: 11/17/2022] Open
Abstract
The general central
dogma frames the emergent properties of life,
which make biology both necessary and difficult
to engineer. In a process engineering paradigm,
each biological process stream and process unit
is heavily influenced by regulatory interactions
and interactions with the surrounding
environment. Synthetic biology is developing the
tools and methods that will increase control
over these interactions, eventually resulting in
an integrative synthetic biology that will allow
ground-up cellular optimization. In this review,
we attempt to contextualize the areas of
synthetic biology into three tiers: (1) the
process units and associated streams of the
central dogma, (2) the intrinsic regulatory
mechanisms, and (3) the extrinsic physical and
chemical environment. Efforts at each of these
three tiers attempt to control cellular systems
and take advantage of emerging tools and
approaches. Ultimately, it will be possible to
integrate these approaches and realize the
vision of integrative synthetic biology when
cells are completely rewired for
biotechnological goals. This review will
highlight progress towards this goal as well as
areas requiring further research.
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15
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Prymula K, Sałapa K, Roterman I. "Fuzzy oil drop" model applied to individual small proteins built of 70 amino acids. J Mol Model 2010; 16:1269-82. [PMID: 20084418 DOI: 10.1007/s00894-009-0639-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2009] [Accepted: 12/07/2009] [Indexed: 12/25/2022]
Abstract
The proteins composed of short polypeptides (about 70 amino acid residues) representing the following functional groups (according to PDB notation): growth hormones, serine protease inhibitors, antifreeze proteins, chaperones and proteins of unknown function, were selected for structural and functional analysis. Classification based on the distribution of hydrophobicity in terms of deficiency/excess as the measure of structural and functional specificity is presented. The experimentally observed distribution of hydrophobicity in the protein body is compared to the idealized one expressed by a three-dimensional Gauss function. The differences between these two distributions reveal the specificity of structural/functional characteristics of the protein. The residues of hydrophobicity deficiency versus the idealized distribution are assumed to indicate cavities with the potential to bind ligands, while the residues of hydrophobicity excess are interpreted as potentially participating in protein-protein complexation. The distribution of hydrophobicity irregularity seems to be specific for particular structures and functions of proteins. A comparative analysis of such profiles is carried out to identify the potential biological activity of proteins of unknown function.
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Affiliation(s)
- Katarzyna Prymula
- Department of Bioinformatics, Telemedicine Jagiellonian University - Collegium Medicum, Lazarza 16, 31-530, Krakow, Poland
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16
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Scanning chimeragenesis: the approach used to change the substrate selectivity of fatty acid monooxygenase CYP102A1 to that of terpene ω-hydroxylase CYP4C7. J Biol Inorg Chem 2009; 15:159-74. [DOI: 10.1007/s00775-009-0580-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2009] [Accepted: 08/13/2009] [Indexed: 12/23/2022]
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17
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Nie Y, Xu Y, Yan wang H, Xu N, Xiao R, Hao sun Z. Complementary selectivity to (S)-1-phenyl-1,2-ethanediol-formingCandida parapsilosisby expressing its carbonyl reductase inEscherichia colifor (R)-specific reduction of 2-hydroxyacetophenone. BIOCATAL BIOTRANSFOR 2009. [DOI: 10.1080/10242420701661537] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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18
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Prymula K, Roterman I. Functional Characteristics of Small Proteins (70 Amino Acid Residues) Forming Protein-Nucleic Acid Complexes. J Biomol Struct Dyn 2009; 26:663-77. [DOI: 10.1080/07391102.2009.10507280] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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19
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Towards tailor-made oligosaccharides-chemo-enzymatic approaches by enzyme and substrate engineering. Appl Microbiol Biotechnol 2009; 83:209-16. [PMID: 19357843 DOI: 10.1007/s00253-009-1989-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2009] [Revised: 03/23/2009] [Accepted: 03/23/2009] [Indexed: 10/20/2022]
Abstract
Carbohydrate structures have been identified in eukaryotic and prokaryotic cells as glycoconjugates with communication skills. Their recently discussed role in various diseases has attracted high attention in the development of simple and convenient methods for oligosaccharide synthesis. In this review, recent approaches combining nature's power for the design of tailor made biocatalysts by enzyme engineering and substrate engineering will be presented. These strategies lead to highly efficient and selective glycosylation reactions. The introduced concept shall be a first step in the direction to a glycosylation toolbox which paves the way for the tailor-made synthesis of designed carbohydrate structures.
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20
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Ochoa-Leyva A, Soberón X, Sánchez F, Argüello M, Montero-Morán G, Saab-Rincón G. Protein design through systematic catalytic loop exchange in the (beta/alpha)8 fold. J Mol Biol 2009; 387:949-64. [PMID: 19233201 DOI: 10.1016/j.jmb.2009.02.022] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2008] [Revised: 02/02/2009] [Accepted: 02/10/2009] [Indexed: 11/19/2022]
Abstract
Protein engineering by directed evolution has proven effective in achieving various functional modifications, but the well-established protocols for the introduction of variability, typically limited to random point mutations, seriously restrict the scope of the approach. In an attempt to overcome this limitation, we sought to explore variant libraries with richer diversity at regions recognized as functionally important through an exchange of natural components, thus combining design with combinatorial diversity. With this approach, we expected to maintain interactions important for protein stability while directing the introduction of variability to areas important for catalysis. Our strategy consisted in loop exchange over a (beta/alpha)(8) fold. Phosphoribosylanthranilate isomerase was chosen as scaffold, and we investigated its tolerance to loop exchange by fusing variant libraries to the chloramphenicol acetyl transferase coding gene as an in vivo folding reporter. We replaced loops 2, 4, and 6 of phosphoribosylanthranilate isomerase with loops of varied types and sizes from enzymes sharing the same fold. To allow for a better structural fit, saturation mutagenesis was adopted at two amino acid positions preceding the exchanged loop. Our results showed that 30% to 90% of the generated mutants in the different libraries were folded. Some variants were selected for further characterization after removal of chloramphenicol acetyl transferase gene, and their stability was studied by circular dichroism and fluorescence spectroscopy. The sequences of 545 clones show that the introduction of variability at "hinges" connecting the loops with the scaffold exhibited a noticeable effect on the appearance of folded proteins. Also, we observed that each position accepted foreign loops of different sizes and sequences. We believe our work provides the basis of a general method of exchanging variably sized loops within the (beta/alpha)(8) fold, affording a novel starting point for the screening of novel activities as well as modest diversions from an original activity.
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Affiliation(s)
- Adrián Ochoa-Leyva
- Departamento de Ingeniería Celular y Biocatálisis, Instituto de Biotecnología, Universidad Nacional Autónoma de México, Apartado Postal 510-3, Cuernavaca, Morelos 62271, México
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21
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Hellmuth H, Wittrock S, Kralj S, Dijkhuizen L, Hofer B, Seibel J. Engineering the Glucansucrase GTFR Enzyme Reaction and Glycosidic Bond Specificity: Toward Tailor-Made Polymer and Oligosaccharide Products. Biochemistry 2008; 47:6678-84. [DOI: 10.1021/bi800563r] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Hendrik Hellmuth
- Department of Carbohydrate Technology, University of Braunschweig, Braunschweig, Germany, Division of Structural Biology and Department of Chemical Biology, Helmholtz Centre for Infection Research, Braunschweig, Germany, and Centre for Carbohydrate Bioprocessing, TNO-University of Groningen, and Department of Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
| | - Sabine Wittrock
- Department of Carbohydrate Technology, University of Braunschweig, Braunschweig, Germany, Division of Structural Biology and Department of Chemical Biology, Helmholtz Centre for Infection Research, Braunschweig, Germany, and Centre for Carbohydrate Bioprocessing, TNO-University of Groningen, and Department of Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
| | - Slavko Kralj
- Department of Carbohydrate Technology, University of Braunschweig, Braunschweig, Germany, Division of Structural Biology and Department of Chemical Biology, Helmholtz Centre for Infection Research, Braunschweig, Germany, and Centre for Carbohydrate Bioprocessing, TNO-University of Groningen, and Department of Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
| | - Lubbert Dijkhuizen
- Department of Carbohydrate Technology, University of Braunschweig, Braunschweig, Germany, Division of Structural Biology and Department of Chemical Biology, Helmholtz Centre for Infection Research, Braunschweig, Germany, and Centre for Carbohydrate Bioprocessing, TNO-University of Groningen, and Department of Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
| | - Bernd Hofer
- Department of Carbohydrate Technology, University of Braunschweig, Braunschweig, Germany, Division of Structural Biology and Department of Chemical Biology, Helmholtz Centre for Infection Research, Braunschweig, Germany, and Centre for Carbohydrate Bioprocessing, TNO-University of Groningen, and Department of Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
| | - Jürgen Seibel
- Department of Carbohydrate Technology, University of Braunschweig, Braunschweig, Germany, Division of Structural Biology and Department of Chemical Biology, Helmholtz Centre for Infection Research, Braunschweig, Germany, and Centre for Carbohydrate Bioprocessing, TNO-University of Groningen, and Department of Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, The Netherlands
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Chen CKJ, Shokhireva TK, Berry RE, Zhang H, Walker FA. The effect of mutation of F87 on the properties of CYP102A1-CYP4C7 chimeras: altered regiospecificity and substrate selectivity. J Biol Inorg Chem 2008; 13:813-24. [PMID: 18392864 DOI: 10.1007/s00775-008-0368-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2007] [Accepted: 03/20/2008] [Indexed: 11/25/2022]
Abstract
CYP102A1 is a highly active water-soluble bacterial monooxygenase that contains both substrate-binding heme and diflavin reductase subunits, all in a single polypeptide that has been called a "self-sufficient enzyme." Several years ago we developed a procedure called "scanning chimeragenesis," where we focused on residues 73-82 of CYP102A1, which contact approximately 40% of the substrates palmitoleic acid and N-palmitoylglycine [Murataliev et al. (2004) Biochemistry 43:1771-1780]. These residues were replaced with the homologous residues of CYP4C7. In the current work, that study has been expanded to include residue 87. Phenylalanine 87 of wild-type CYP102A1 was replaced with the homologous residue of CYP4C7, leucine, as well as with alanine. The full-sized chimeric proteins C(73-78, F87L), C(73-78, F87A), C(75-80, F87L), C(75-80, F87A), C(78-82, F87L) and C(78-82, F87A) have been purified and characterized. Wild-type CYP102A1 is most active toward fatty acids (both lauric and palmitic acids produce omega-1, omega-2, and omega-3 hydroxylated fatty acids), but it also catalyzes the oxidation of farnesol to three products (2, 3- and 10,11-epoxyfarnesols and 9-hydroxyfarnesol). All of the F87-mutant chimeric proteins show dramatic decreases in activities with the natural CYP102A1 substrates. In contrast, C(78-82, F87A) and C(78-82, F87L) have markedly increased activities with farnesol, with the latter showing a 5.7-fold increase in catalytic activity as compared to wild-type CYP102A1. C(78-82, F87L) produces 10,11-epoxyfarnesol as the single primary metabolite. The results show that chimeragenesis involving only the second half of SRS-1 plus F87 is sufficient to change the substrate selectivity of CYP102A1 from fatty acids to farnesol and to produce a single primary product.
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23
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Martínez-Martínez I, Navarro-Fernández J, García-Carmona F, Sánchez-Ferrer A. Implication of a mutation in the flavin binding site on the specific activity and substrate specificity of glycine oxidase from Bacillus subtilis produced by directed evolution. J Biotechnol 2008; 133:1-8. [PMID: 17976850 DOI: 10.1016/j.jbiotec.2007.07.950] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2007] [Revised: 07/10/2007] [Accepted: 07/20/2007] [Indexed: 11/18/2022]
Abstract
Directed evolution was used to expand the substrate specificity and functionality of glycine oxidase by using a high-throughput screening assay based on the 4-aminoantipyrine peroxidase system, with a coefficient of variance below 4%. After screening the library, one mutant with the desired changes was found. The mutant was purified and characterized, showing important changes compared to the wild-type, especially towards cyclic d-amino acids. Amino acid substitution of Ile15 for Val, where the consensus sequence for flavin binding site is placed, seems to be responsible for these changes in specific activity and substrate specificity. The effect of this mutation was explained by using a computer-based three-dimensional model.
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Affiliation(s)
- Irene Martínez-Martínez
- Department of Biochemistry and Molecular Biology-A, Faculty of Biology, University of Murcia, Campus Espinardo, E-30071 Murcia, Spain
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24
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Blackburne BP, Hirst JD. Population dynamics simulations of functional model proteins. J Chem Phys 2007; 123:154907. [PMID: 16252972 DOI: 10.1063/1.2056545] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
In order to probe the fundamental principles that govern protein evolution, we use a minimalist model of proteins to provide a mapping from genotype to phenotype. The model is based on physically realistic forces of protein folding and includes an explicit definition of protein function. Thus, we can find the fitness of a sequence from its ability to fold to a stable structure and perform a function. We study the fitness landscapes of these functional model proteins, that is, the set of all sequences mapped on to their corresponding fitnesses and connected to their one mutant neighbors. Through population dynamics simulations we directly study the influence of the nature of the fitness landscape on evolution. Populations are observed to move to a steady state, the distribution of which can often be predicted prior to the population dynamics simulations from the nature of the fitness landscape and a quantity analogous to a partition function. In this paper, we develop a scheme for predicting the steady-state population on a fitness landscape, based on the nature of the fitness landscape, thereby obviating the need for explicit population dynamics simulations and providing some insight into the impact on molecular evolution of the nature of fitness landscapes. Poor predictions are indicative of fitness landscapes that consist of a series of weakly connected sublandscapes.
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Affiliation(s)
- Benjamin P Blackburne
- Division of Mathematical Biology, National Institute for Medical Research, The Ridgeway, Mill Hill, London NW7 1AA
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25
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Ogawa R, Kagiya G, Kodaki T, Fukuda S, Yamamoto K. Construction of strong mammalian promoters by random cis-acting element elongation. Biotechniques 2007; 42:628-33. [PMID: 17515202 DOI: 10.2144/000112436] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Synthetic oligonucleotides containing one of four kinds of cis-acting elements, binding sites for activating protein-1 (AP-1), nuclear factor κB (NF-κB), CArG binding factor A (CBF-A), and nuclear factor Y (NF-Y), were randomly ligated to construct DNA fragments. These fragments were inserted into the SalI site of a promoter probe vector, pGL3-TATASal, which is located immediately upstream of the TATA box sequence of the human heme oxygenase 1 gene and linked to the luciferase gene to construct 11 plasmid vectors. When these vectors were introduced into PC-3 cells of human prostate cancer, 6 out of the 11 transfectants showed a significantly higher luciferase activity than pGL3-TATASal. The two strongest promoters (clone 6 and clone 11) were investigated further. Clone 6 turned out to be the strongest, showing a 3.0-and 8.4-fold activity in comparison to the two frequently used promoters—the cytomegalovirus (CMV) immediate early promoter and the simian virus 40 (SV40) early promoter, respectively. Clone 11 was less active than clone 6, but still showed higher activity than the two promoters. When the plasmids were introduced into nine other cell lines, their activities varied but were still comparable to the two promoters. These results indicate that the method used here is simple and efficient for constructing strong promoters that are potentially useful for vectors in either gene therapy or recombinant vaccine.
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Affiliation(s)
- Ryohei Ogawa
- Department of Radiological Sciences, Graduate School of Medicine and Pharmaceutical, University of Toyama, Toyama, Japan.
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26
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Martí S, Andrés J, Silla E, Moliner V, Tuñón I, Bertrán J. Computer-aided rational design of catalytic antibodies: The 1F7 case. Angew Chem Int Ed Engl 2007; 46:286-90. [PMID: 17124715 DOI: 10.1002/anie.200603293] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- S Martí
- Departament de Ciències Experimentals, Universitat Jaume I, Box 224, Castellón, Spain
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27
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Martí S, Andrés J, Silla E, Moliner V, Tuñón I, Bertrán J. Computer-Aided Rational Design of Catalytic Antibodies: The 1F7 Case. Angew Chem Int Ed Engl 2007. [DOI: 10.1002/ange.200603293] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Affiliation(s)
- Patrick J O'Brien
- Department of Biological Chemistry, University of Michigan, Ann Arbor, 48109-0606, USA.
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29
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Kumar S, Halpert JR. Use of directed evolution of mammalian cytochromes P450 for investigating the molecular basis of enzyme function and generating novel biocatalysts. Biochem Biophys Res Commun 2005; 338:456-64. [PMID: 16126165 DOI: 10.1016/j.bbrc.2005.08.080] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2005] [Indexed: 10/25/2022]
Abstract
Directed evolution has been successfully applied to the design of industrial biocatalysts for enhanced catalytic efficiency and stability, and for examining the molecular basis of enzyme function. Xenobiotic-metabolizing mammalian cytochromes P450 with their catalytic versatility and broad substrate specificity offer the possibility of widespread applications in industrial synthesis, medicine, and bioremediation. However, the requirement for NADPH-cytochrome P450 reductase, often cytochrome b5, and an expensive cofactor, NADPH, complicates the design of mammalian P450 enzymes as biocatalysts. Recently, Guengerich and colleagues have successfully performed directed evolution of P450s 1A2 and 2A6 initially by using colony-based colorimetric and genotoxicity screening assays, respectively, followed by in vitro fluorescence-based activity screening assays. More recently, our laboratory has developed a fluorescence-based in vitro activity screening assay system for enhanced catalytic activity of P450s 2B1 and 3A4. The studies indicate an important role of amino acid residues outside of the active site, which would be difficult to target by other methods. The approach can now be expanded to design these as well as new P450s using more targeted substrates of environmental, industrial, and medical importance.
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Affiliation(s)
- Santosh Kumar
- Department of Pharmacology and Toxicology, University of Texas Medical Branch, 301 University Boulevard, Galveston, TX 77555-1031, USA.
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30
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Chen Z, Zhao H. Rapid Creation of a Novel Protein Function by in Vitro Coevolution. J Mol Biol 2005; 348:1273-82. [PMID: 15854660 DOI: 10.1016/j.jmb.2005.02.070] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2004] [Revised: 02/11/2005] [Accepted: 02/16/2005] [Indexed: 11/17/2022]
Abstract
We have developed a simple and efficient method for creation of novel protein functions in an existing protein scaffold. The in vitro coevolution method involves design of a hypothetical pathway for the target function followed by stepwise directed evolution of the corresponding protein along the pathway. As a test case, this strategy was used to engineer variants of human estrogen receptor alpha ligand-binding domain (hERalphaLBD) with novel corticosterone activity. Two steroids, testosterone and progesterone, that provide a progressive structural bridge between 17beta-estradiol and corticosterone, were chosen to assist the directed evolution of hERalphaLBD. A total of approximately 10(6) variants were screened in four rounds of random mutagenesis, resulting in two hERalphaLBD variants that respond to corticosterone. Creation of this new ligand activity required the presence of four simultaneous mutations. In addition, several required mutations were located outside the ligand binding pocket and yet exerted important action on ligand binding. Our results demonstrate the ability of in vitro coevolution to create novel protein function that is difficult or impossible to achieve by existing protein engineering approaches and also shed light on the natural evolution of nuclear hormone receptors. This in vitro coevolution approach should provide a powerful, broadly applicable tool for engineering biological molecules and systems with novel functions.
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Affiliation(s)
- Zhilei Chen
- Center for Biophysics and Computational Biology, University of Illinois, Urbana, IL 61801, USA
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31
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Enhanced activity and stability of Chromobacterium viscosum lipase in AOT reverse micellar systems by pretreatment with acetone. ACTA ACUST UNITED AC 2005. [DOI: 10.1016/j.molcatb.2004.11.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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32
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Kagiya G, Ogawa R, Hatashita M, Takagi K, Kodaki T, Hiroishi S, Yamamoto K. Generation of a strong promoter for Escherichia coli from eukaryotic genome DNA. J Biotechnol 2005; 115:239-48. [PMID: 15639086 DOI: 10.1016/j.jbiotec.2004.08.015] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2004] [Revised: 08/05/2004] [Accepted: 08/23/2004] [Indexed: 11/30/2022]
Abstract
Improvement of a gene product by introducing mutations into the gene is usually applied for improving structural genes. In this study the procedure was applied for generation and improvement of a genetic signal to drive gene expression. By adding various concentrations of Mn2+ to the PCR reaction mixture, mutations were introduced into a DNA fragment at various ratios. An appropriate condition was employed to introduce mutations into a DNA fragment with no promoter activity. The mutated fragment was introduced at an upstream site of the lacZ gene in a plasmid vector to see if the fragment carries promoter activity. Lysate of an Escherichia coli transformant with the vector was assayed for beta-galactosidase expression as an indicator of the promoter activity. Mutated DNA fragments were generated by error prone PCR with a condition which leads to introduction of 1.5% of mutation into a DNA fragment during the process. The strongest promoter was chosen by beta-galactosidase assay after error prone PCR and subjected to another step of the PCR. These processes were repeated four times to improve its activity to 1.94-fold to that by the tac promoter. When the luciferase gene was expressed by the strongest promoters, a similar expression level was noted. These results indicate that by randomly introducing mutations into a DNA fragment, it is relatively easy to generate and improve a prokaryotic promoter.
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Affiliation(s)
- Go Kagiya
- Medical Division, The Wakasa Wan Energy Research Center, Tsuruga 914-0192, Japan
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33
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Raman J, Sumathy K, Anand RP, Balaram H. A non-active site mutation in human hypoxanthine guanine phosphoribosyltransferase expands substrate specificity. Arch Biochem Biophys 2004; 427:116-22. [PMID: 15178494 DOI: 10.1016/j.abb.2004.04.014] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2004] [Revised: 04/20/2004] [Indexed: 11/16/2022]
Abstract
Human hypoxanthine guanine phosphoribosyltransferase (HGPRT) lacks the ability to phosphoribosylate xanthine, a property exhibited by HGPRTs from many parasitic protozoa. Using random mutagenesis we have obtained a mutant, F36L, of human HGPRT that phosphoribosylates xanthine. Examination of the structure indicates that F36 does not make direct contact with the purine, but long-range modulation via loop IV, a segment contacting purine at C2 position, could influence substrate specificity. Expanded substrate specificity to include xanthine probably arises from increased flexibility of loop IV as a consequence of mutation at F36. Mutation of the corresponding residue, L44 in Plasmodium falciparum HGPRT, also results in alteration of K(m) and k(cat) for xanthine, substantiating its role in affecting purine base affinity. Our studies show that mutation of this residue in the core of the protein also affects the stability of both enzymes.
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Affiliation(s)
- Jayalakshmi Raman
- Molecular Biology and Genetics Unit, Jawaharlal Nehru Centre for Advanced Scientific Research, Jakkur, Bangalore 560 064, India
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Abstract
Enzyme catalysis in low water containing organic solvents is finding an increasing number of applications in diverse areas. This review focuses on some aspects which have not been reviewed elsewhere. Different strategies for obtaining higher activity and stability in such media are described. In this context, the damaging role of lyophilization and the means of overcoming such effects are discussed. Ultrasonication and microwave assistance are two emerging approaches for enhancing reaction rates in low water media. Control of water activity and medium engineering are two crucial approaches in optimization of catalytic behaviour in nonaqueous enzymology. Organometallics and synthesis/modification of polymers are two areas where nonaqueous enzymology can play a greater role in the coming years. The greater understanding of enzyme behaviour in nonaqueous media is expected to lead to larger and even more diverse kinds of applications.
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Affiliation(s)
- Munishwar N Gupta
- Chemistry Department, Indian Institute of Technology, Delhi, Hauz Khas, New Delhi, India.
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35
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Bocola M, Otte N, Jaeger KE, Reetz MT, Thiel W. Learning from Directed Evolution: Theoretical Investigations into Cooperative Mutations in Lipase Enantioselectivity. Chembiochem 2004; 5:214-23. [PMID: 14760743 DOI: 10.1002/cbic.200300731] [Citation(s) in RCA: 77] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Molecular modeling with classical force-fields has been used to study the reactant complex and the tetrahedral intermediate in lipase-catalyzed ester hydrolysis in 20 enzyme/substrate combinations. The R and S enantiomers of alpha-methyldecanoic acid ester served as substrates for the wild-type lipase from Pseudomonas aeruginosa and nine selected mutants. After suitable preparation of initial structures from an available wild-type crystal structure, each system was subjected to 1 ns CHARMM force-field molecular dynamics simulations. The resulting geometric and energetic changes allow interpretation of some experimentally observed effects of mutations, particularly with regard to the "hot spots" at residues 155 and 162. The replacement S155F enhances S enantiopreference through a steric relay involving Leu162. The double mutation S53P + L162G improves S enantioselectivity by creating a new binding pocket for the S enantiomer with an additional stabilizing hydrogen bond to His83. The simulations provide insight into remote and cooperative effects of mutations.
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Affiliation(s)
- Marco Bocola
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1, 45470 Mülheim an der Ruhr, Germany
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36
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Pollmann K, Wray V, Hecht HJ, Pieper DH. Rational engineering of the regioselectivity of TecA tetrachlorobenzene dioxygenase for the transformation of chlorinated toluenes. MICROBIOLOGY (READING, ENGLAND) 2003; 149:903-913. [PMID: 12686633 DOI: 10.1099/mic.0.26054-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The tetrachlorobenzene dioxygenase (TecA) of Ralstonia sp. PS12 carries out the first step in the aerobic biodegradation of chlorinated toluenes. Besides dioxygenation of the aromatic ring of 4-chloro-, 2,4-, 2,5- and 3,4-dichlorotoluene as the main reaction, it also catalyses mono-oxygenation of the methyl groups of 2,3-, 2,6-, 3,5-di- and 2,4,5-trichlorotoluene as the main reactions, channelling these compounds into dead-end pathways. Based on the crystal structure of the homologous naphthalene dioxygenase (NDO) and alignment of the alpha-subunits of NDO and TecA, the substrate pocket of TecA was modelled. Recently, for NDO and the homologous 2-nitrotoluene dioxygenase (2NTDO), two amino acids (Phe(352) of NDO and Asn(258) of 2NTDO) were identified which control the regioselectivity of these enzymes. The corresponding amino acids at Phe(366) and Leu(272) of TecA were substituted to change the regioselectivity and to expand the product spectrum. Position 366 was shown to control regioselectivity of the enzyme, although mutations resulted in decreased or lost activity. Amino acid substitutions at Leu(272) had little or no effect on the regioselectivity of TecA, but had significant effects on the product formation rate. Substitutions at both positions changed the site of oxidation of 2,4,5-trichlorotoluene slightly. As new products, 3,4,6-trichloro-1-methyl-1,2-dihydroxy-1,2-dihydrocyclohexan-3,5-diene, 4,6-dichloro-3-methylcatechol, 3,6-dichloro-4-methylcatechol and 3,4-dichloro-6-methylcatechol were identified.
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Affiliation(s)
- Katrin Pollmann
- Departments of Environmental Microbiology and Structural Biology, GBF - German Research Centre for Biotechnology, Mascheroder Weg 1, D-38124 Braunschweig, Germany
| | - Victor Wray
- Departments of Environmental Microbiology and Structural Biology, GBF - German Research Centre for Biotechnology, Mascheroder Weg 1, D-38124 Braunschweig, Germany
| | - Hans-Jürgen Hecht
- Departments of Environmental Microbiology and Structural Biology, GBF - German Research Centre for Biotechnology, Mascheroder Weg 1, D-38124 Braunschweig, Germany
| | - Dietmar H Pieper
- Departments of Environmental Microbiology and Structural Biology, GBF - German Research Centre for Biotechnology, Mascheroder Weg 1, D-38124 Braunschweig, Germany
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37
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Meyer A, Held M, Schmid A, Kohler HPE, Witholt B. Synthesis of 3-tert-butylcatechol by an engineered monooxygenase. Biotechnol Bioeng 2003; 81:518-24. [PMID: 12514800 DOI: 10.1002/bit.10487] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Recombinant Escherichia coli JM101 was used for the in vivo biocatalytic synthesis of 3-tert-butyl- catechol. The bacterial strain synthesized the laboratory-evolved variant HbpA(T2) of 2-hydroxybiphenyl 3-monooxygenase (HbpA, EC 1.14.13.44) from Pseudomonas azelaica HBP1. The mutant enzyme HbpA(T2) is able to hydroxylate 2-tert-butylphenol to the corresponding catechol, a reaction that is not catalyzed by the wild-type enzyme. The biotransformation was performed in a 3-L bioreactor for 24 h. To mitigate the toxicity of the 2-tert-butylphenol starting material, we applied a limited substrate feed. Continuous in situ product removal with the hydrophobic resin Amberlite XAD-4 was used to separate the product from culture broth. In addition, binding to the resin stabilized the product, which was important because 3-tert-butylcatechol is very labile in aqueous solution. The productivity of the process was 63 mg L(-1) h(-1) so that after 24 h, 3.0 g of 3-tert-butylcatechol were isolated. Down-stream processing consisted of two steps. First, bound 2-tert-butylphenol and 3-tert-butylcatechol were eluted from Amberlite XAD-4 with methanol. Second, the two compounds were separated over neutral aluminum oxide, which selectively binds the produced catechol but not the phenol substrate. The final purity of 3-tert-butylcatechol was greater than 98%.
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Affiliation(s)
- Andreas Meyer
- Institute of Biotechnology, ETHZ, Swiss Federal Institute of Technology, ETH Hönggerberg, HPT, CH-8093, Zürich, Switzerland
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38
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39
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Abécassis V, Pompon D, Truan G. Design and characterization of a novel "family-shuffling" technology adapted to membrane enzyme: application to P450s involved in xenobiotic metabolism. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2002; 500:319-22. [PMID: 11764959 DOI: 10.1007/978-1-4615-0667-6_49] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Affiliation(s)
- V Abécassis
- Centre de Génétique Moléculaire, CNRS, Gif-sur-Yvette, France
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40
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Abstract
The challenging field of de novo enzyme design is beginning to produce exciting results. The application of powerful computational methods to functional protein design has recently succeeded at engineering target activities. In addition, efforts in directed evolution continue to expand the transformations that can be accomplished by existing enzymes. The engineering of completely novel catalytic activity requires traversing inactive sequence space in a fitness landscape, a feat that is better suited to computational design. Optimizing activity, which can include subtle alterations in backbone conformation and protein motion, is better suited to directed evolution, which is highly effective at scaling fitness landscapes towards maxima. Improved rational design efforts coupled with directed evolution should dramatically improve the scope of de novo enzyme design.
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Affiliation(s)
- Daniel N Bolon
- Biochemistry and Molecular Biophysics Option, California Institute of Technology, mail code 147-75, Pasadena, California 91125, USA
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41
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Affiliation(s)
- A. I. Kornelyuk
- Institute of Molecular Biology and Genetics, National Academy of Sciences of Ukraine
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42
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Nakamura K, Martin MV, Guengerich FP. Random mutagenesis of human cytochrome p450 2A6 and screening with indole oxidation products. Arch Biochem Biophys 2001; 395:25-31. [PMID: 11673862 DOI: 10.1006/abbi.2001.2569] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Cytochrome P450 (P450) 2A6 mutants from randomized libraries generated in the substrate recognition sequence (SRS) regions were screened in Escherichia coli on the basis of indole metabolism. SRS 3 and 4 libraries yielded colonies that produced indigo at least as well as wild-type (WT) P450 2A6, and some colonies were consistently more blue upon replating. One mutant, F209T, showed indole 3-hydroxylation <WT but had a k(cat) for coumarin 7-hydroxylation 13-fold >WT. The double mutant L240C/N297Q consistently produced very blue colonies. Five mutants yielded mixtures of pigments from indole different than WT, as judged by visible spectra and HPLC of products. When bacteria expressing the mutants were grown in the presence of each of 26 substituted indoles, a variety of patterns of formation of different dyes was seen with several of the mutants. This approach has potential value in understanding P450 2A6 function and generating new dyestuffs and other products.
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Affiliation(s)
- K Nakamura
- Department of Biochemistry and Center in Molecular Toxicology, Vanderbilt University School of Medicine, Nashville, TN 37232-0146, USA
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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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Ness JE, Del Cardayré SB, Minshull J, Stemmer WP. Molecular breeding: the natural approach to protein design. ADVANCES IN PROTEIN CHEMISTRY 2001; 55:261-92. [PMID: 11050936 DOI: 10.1016/s0065-3233(01)55006-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
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Voigt CA, Kauffman S, Wang ZG. Rational evolutionary design: the theory of in vitro protein evolution. ADVANCES IN PROTEIN CHEMISTRY 2001; 55:79-160. [PMID: 11050933 DOI: 10.1016/s0065-3233(01)55003-2] [Citation(s) in RCA: 91] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Directed evolution uses a combination of powerful search techniques to generate proteins with improved properties. Part of the success is due to the stochastic element of random mutagenesis; improvements can be made without a detailed description of the complex interactions that constitute function or stability. However, optimization is not a conglomeration of random processes. Rather, it requires both knowledge of the system that is being optimized and a logical series of techniques that best explores the pathways of evolution (Eigen et al., 1988). The weighing of parameters associated with mutation, recombination, and screening to achieve the maximum fitness improvement is the beginning of rational evolutionary design. The optimal mutation rate is strongly influenced by the finite number of mutants that can be screened. A smooth fitness landscape implies that many mutations can be accumulated without disrupting the fitness. This has the effect of lowering the required library size to sample a higher mutation rate. As the sequence ascends the fitness landscape, the optimal mutation rate decreases as the probability of discovering improved mutations also decreases. Highly coupled regions require that many mutations be simultaneously made to generate a positive mutant. Therefore, positive mutations are discovered at uncoupled positions as the fitness of the parent increases. The benefit of recombination is twofold: it combines good mutations and searches more sequence space in a meaningful way. Recombination is most beneficial when the number of mutants that can be screened is limited and the landscape is of an intermediate ruggedness. The structure of schema in proteins leads to the conclusion that many cut points are required. The number of parents and their sequence identity are determined by the balance between exploration and exploitation. Many disparate parents can explore more space, but at the risk of losing information. The required screening effort is related to the number of uphill paths, which decreases more rapidly for rugged landscapes. Noise in the fitness measurements causes a dramatic increase in the required mutant library size, thus implying a smaller optimal mutation rate. Because of strict limitations on the number of mutants that can be screened, there is motivation to optimize the content of the mutant library. By restricting mutations to regions of the gene that are expected to show improvement, a greater return can be made with the same number of mutants. Initial studies with subtilisin E have shown that structurally tolerant positions tend to be where positive activity mutants are made during directed evolution. Mutant fitness information is produced by the screening step that has the potential to provide insight into the structure of the fitness landscape, thus aiding the setting of experimental parameters. By analyzing the mutant fitness distribution and targeting specific regions of the sequence, in vitro evolution can be accelerated. However, when expediting the search, there is a trade-off between rapid improvement and the quality of the long-term solution. The benefit of neutrality has yet to be captured with in vitro protein evolution. Neutral theory predicts the punctuated emergence of novel structure and function, however, with current methods, the required time scale is not feasible. Utilizing neutral evolution to accelerate the discovery of new functional and structural solutions requires a theory that predicts the behavior of mutational pathways between networks. Because the transition from neutral to adaptive evolution requires a multi-mutational switch, increasing the mutation rate decreases the time required for a punctuated change to occur. By limiting the search to the less coupled region of the sequence (smooth portion of the fitness landscape), the required larger mutation rate can be tolerated. Advances in directed evolution will be achieved when the driving forces behind such proce
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Affiliation(s)
- C A Voigt
- Division of Biology, California Institute of Technology, Pasadena 91125, USA
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Maves SA, Sligar SG. Understanding thermostability in cytochrome P450 by combinatorial mutagenesis. Protein Sci 2001; 10:161-8. [PMID: 11266604 PMCID: PMC2249849 DOI: 10.1110/ps.17601] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2000] [Revised: 10/30/2000] [Accepted: 10/31/2000] [Indexed: 10/17/2022]
Abstract
The cytochromes P450 are an important class of mono-oxygenases involved in xenobiotic metabolism and steroid biosynthesis in a diverse set of life forms. Discovery of CYP-119, a P450 from the archea Sulfolobus solfataricus has provided a means for understanding nature's method of stabilizing this important protein superfamily. To identify classes of stabilizing interactions used by CYP-119, we have generated a randomized library of point mutants and screened for mutants that are less thermostable than the wild type by monitoring the characteristic Soret band in the visible region of the cell lysis. The selected mutants were characterized by differential scanning calorimetry to compare the temperatures of the melting transitions of the various mutants. The identified mutations suggested that electrostatic interactions involving salt links and charge-charge interactions, as well as contributions from other interactions such as aromatic stacking, and side chain volume of hydrophobic residues contribute to enhanced thermostability in this cytochrome P450.
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Affiliation(s)
- S A Maves
- The Beckman Institute for Advanced Science and Technology and the Department of Biochemistry, University of Illinois, Urbana, Illinois 61801, USA
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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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Wolff N, Guenneugues M, Gilquin B, Drakopoulou E, Vita C, Ménez A, Zinn-Justin S. Characterization of the internal motions of a chimeric protein by 13C NMR highlights the important dynamic consequences of the engineering on a millisecond time scale. EUROPEAN JOURNAL OF BIOCHEMISTRY 2000; 267:6519-33. [PMID: 11054103 DOI: 10.1046/j.1432-1327.2000.01723.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
By transferring the central curaremimetic beta hairpin of the snake toxin alpha into the scaffold of the scorpion charybdotoxin, a chimeric protein was constructed that reproduced the three-dimensional structure and partially reproduced the function of the parent beta hairpin, without perturbing the three-dimensional structure of the scaffold [1]. Picosecond to hour time scale motions of charybdotoxin and the engineered protein were observed, in order to evaluate the dynamic consequences of the six deletions and eight mutations differentiating the two molecules. The chimeric protein dynamics were also compared to that of toxin alpha, in order to examine the beta hairpin motions in both structural contexts. Thus, 13C R1, R1rho and 1H-->13C nOe were measured for all the CalphaHalpha and threonine CbetaHbeta vectors. As the proteins were not labeled, accordion techniques combined to coherence selection by pulsed field gradients and preservation of magnetization following equivalent pathways were used to considerably reduce the spectrometer time needed. On one hand, we observed that the chimeric protein and charybdotoxin are subjected to similar picosecond to nanosecond time scale motions except around the modified beta sheet region. The chimeric protein also exhibits an additional millisecond time scale motion on its whole sequence, and its beta structure is less stable on a minute to hour time scale. On the other hand, when the beta hairpin dynamics is compared in two different structural contexts, i.e. in the chimeric protein and the curaremimetic toxin alpha, the picosecond to nanosecond time scale motions are fairly conserved. However, the microsecond to millisecond time scale motions are different on most of the beta hairpin sequence, and the beta sheet seems more stable in toxin alpha than in the chimera. The slower microsecond to hour time scale motions seem to be extremely sensitive to the structural context, and thus poorly transferred from one protein to another.
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Affiliation(s)
- N Wolff
- CEA, Département d'Ingénierie et d'Etudes des Protéines, CE Saclay, Gif-sur-Yvette, France
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