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  • 1
    Publication Date: 2008-03-21
    Description: The design of new enzymes for reactions not catalysed by naturally occurring biocatalysts is a challenge for protein engineering and is a critical test of our understanding of enzyme catalysis. Here we describe the computational design of eight enzymes that use two different catalytic motifs to catalyse the Kemp elimination-a model reaction for proton transfer from carbon-with measured rate enhancements of up to 10(5) and multiple turnovers. Mutational analysis confirms that catalysis depends on the computationally designed active sites, and a high-resolution crystal structure suggests that the designs have close to atomic accuracy. Application of in vitro evolution to enhance the computational designs produced a 〉200-fold increase in k(cat)/K(m) (k(cat)/K(m) of 2,600 M(-1)s(-1) and k(cat)/k(uncat) of 〉10(6)). These results demonstrate the power of combining computational protein design with directed evolution for creating new enzymes, and we anticipate the creation of a wide range of useful new catalysts in the future.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Rothlisberger, Daniela -- Khersonsky, Olga -- Wollacott, Andrew M -- Jiang, Lin -- DeChancie, Jason -- Betker, Jamie -- Gallaher, Jasmine L -- Althoff, Eric A -- Zanghellini, Alexandre -- Dym, Orly -- Albeck, Shira -- Houk, Kendall N -- Tawfik, Dan S -- Baker, David -- Howard Hughes Medical Institute/ -- England -- Nature. 2008 May 8;453(7192):190-5. doi: 10.1038/nature06879. Epub 2008 Mar 19.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Department of Biochemistry, University of Washington, Seattle, Washington 98195, USA.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/18354394" target="_blank"〉PubMed〈/a〉
    Keywords: Algorithms ; Amino Acid Motifs ; Binding Sites/genetics ; Catalysis ; Computational Biology ; *Computer Simulation ; Crystallography, X-Ray ; Directed Molecular Evolution/*methods ; Drug Design ; Drug Evaluation, Preclinical ; Enzymes/*chemistry/genetics/*metabolism ; Kinetics ; Models, Chemical ; Models, Molecular ; Protein Engineering/*methods ; Quantum Theory ; Sensitivity and Specificity
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
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  • 2
    Publication Date: 2009-06-06
    Description: Most protein mutations, and mutations that alter protein functions in particular, undermine stability and are therefore deleterious. Chaperones, or heat-shock proteins, are often implicated in buffering mutations, and could thus facilitate the acquisition of neutral genetic diversity and the rate of adaptation. We examined the ability of the Escherichia coli GroEL/GroES chaperonins to buffer destabilizing and adaptive mutations. Here we show that mutational drifts performed in vitro with four different enzymes indicated that GroEL/GroES overexpression doubled the number of accumulating mutations, and promoted the folding of enzyme variants carrying mutations in the protein core and/or mutations with higher destabilizing effects (destabilization energies of 〉3.5 kcal mol(-)(1), on average, versus approximately 1 kcal mol(-)(1) in the absence of GroEL/GroES). The divergence of modified enzymatic specificity occurred much faster under GroEL/GroES overexpression, in terms of the number of adapted variants (〉or=2-fold) and their improved specificity and activity (〉or=10-fold). These results indicate that protein stability is a major constraint in protein evolution, and buffering mechanisms such as chaperonins are key in alleviating this constraint.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Tokuriki, Nobuhiko -- Tawfik, Dan S -- W81XWH-07-2-0020/PHS HHS/ -- England -- Nature. 2009 Jun 4;459(7247):668-73. doi: 10.1038/nature08009.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/19494908" target="_blank"〉PubMed〈/a〉
    Keywords: Chaperonin 10/genetics/metabolism ; Chaperonin 60/genetics/metabolism ; Chaperonins/*metabolism ; Escherichia coli/*genetics/*metabolism ; Esterases/metabolism ; *Evolution, Molecular ; *Gene Expression ; *Genetic Variation ; Glyceraldehyde-3-Phosphate Dehydrogenases/metabolism ; Humans ; Mutation ; Protein Stability ; Pseudomonas/enzymology ; Substrate Specificity
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
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  • 3
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    American Association for the Advancement of Science (AAAS)
    Publication Date: 2006-01-28
    Description: 〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Tawfik, Dan S -- New York, N.Y. -- Science. 2006 Jan 27;311(5760):475-6.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel. tawfik@weizmann.ac.il〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/16439649" target="_blank"〉PubMed〈/a〉
    Keywords: Amino Acid Sequence ; Binding Sites ; Catalytic Domain ; *Directed Molecular Evolution ; Evolution, Molecular ; *Protein Engineering ; Substrate Specificity ; Thiolester Hydrolases/*chemistry/*metabolism ; beta-Lactamases/chemistry/*metabolism ; beta-Lactams/metabolism
    Print ISSN: 0036-8075
    Electronic ISSN: 1095-9203
    Topics: Biology , Chemistry and Pharmacology , Computer Science , Medicine , Natural Sciences in General , Physics
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  • 4
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    American Association for the Advancement of Science (AAAS)
    Publication Date: 2009-04-11
    Description: The traditional view that proteins possess absolute functional specificity and a single, fixed structure conflicts with their marked ability to adapt and evolve new functions and structures. We consider an alternative, "avant-garde view" in which proteins are conformationally dynamic and exhibit functional promiscuity. We surmise that these properties are the foundation stones of protein evolvability; they facilitate the divergence of new functions within existing folds and the evolution of entirely new folds. Packing modes of proteins also affect their evolvability, and poorly packed, disordered, and conformationally diverse proteins may exhibit high evolvability. This dynamic view of protein structure, function, and evolvability is extrapolated to describe hypothetical scenarios for the evolution of the early proteins and future research directions in the area of protein dynamism and evolution.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Tokuriki, Nobuhiko -- Tawfik, Dan S -- New York, N.Y. -- Science. 2009 Apr 10;324(5924):203-7. doi: 10.1126/science.1169375.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/19359577" target="_blank"〉PubMed〈/a〉
    Keywords: Catalytic Domain ; *Evolution, Molecular ; Ligands ; Models, Molecular ; Mutation ; Protein Conformation ; Protein Folding ; Proteins/*chemistry/genetics/*physiology
    Print ISSN: 0036-8075
    Electronic ISSN: 1095-9203
    Topics: Biology , Chemistry and Pharmacology , Computer Science , Medicine , Natural Sciences in General , Physics
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  • 5
    Publication Date: 1997-02-21
    Description: The x-ray structures of three esterase-like catalytic antibodies identified by screening for catalytic activity the entire hybridoma repertoire, elicited in response to a phosphonate transition state analog (TSA) hapten, were analyzed. The high resolution structures account for catalysis by transition state stabilization, and in all three antibodies a tyrosine residue participates in the oxyanion hole. Despite significant conformational differences in their combining sites, the three antibodies, which are the most efficient among those elicited, achieve catalysis in essentially the same mode, suggesting that evolution for binding to a single TSA followed by screening for catalysis lead to antibodies with structural convergence.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Charbonnier, J B -- Golinelli-Pimpaneau, B -- Gigant, B -- Tawfik, D S -- Chap, R -- Schindler, D G -- Kim, S H -- Green, B S -- Eshhar, Z -- Knossow, M -- New York, N.Y. -- Science. 1997 Feb 21;275(5303):1140-2.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Laboratoire d'Enzymologie et de Biochimie Structurales, CNRS, 91198 Gif sur Yvette Cedex, France.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/9027317" target="_blank"〉PubMed〈/a〉
    Keywords: Animals ; Antibodies, Catalytic/*chemistry/metabolism ; Binding Sites ; Catalysis ; Crystallography, X-Ray ; Enzyme-Linked Immunosorbent Assay ; *Evolution, Molecular ; Haptens/chemistry/metabolism ; Hydrogen Bonding ; Immunoglobulin Fab Fragments/chemistry/metabolism ; Mice ; Mice, Inbred BALB C ; Models, Molecular ; Organophosphonates/chemistry/metabolism ; *Protein Conformation ; Tyrosine/chemistry
    Print ISSN: 0036-8075
    Electronic ISSN: 1095-9203
    Topics: Biology , Chemistry and Pharmacology , Computer Science , Medicine , Natural Sciences in General , Physics
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  • 6
    Publication Date: 2003-03-01
    Description: A single antibody was shown to adopt different binding-site conformations and thereby bind unrelated antigens. Analysis by both x-ray crystallography and pre-steady-state kinetics revealed an equilibrium between different preexisting isomers, one of which possessed a promiscuous, low-affinity binding site for aromatic ligands, including the immunizing hapten. A subsequent induced-fit isomerization led to high-affinity complexes with a deep and narrow binding site. A protein antigen identified by repertoire selection made use of an unrelated antibody isomer with a wide, shallow binding site. Conformational diversity, whereby one sequence adopts multiple structures and multiple functions, can increase the effective size of the antibody repertoire but may also lead to autoimmunity and allergy.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉James, Leo C -- Roversi, Pietro -- Tawfik, Dan S -- New York, N.Y. -- Science. 2003 Feb 28;299(5611):1362-7.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Centre for Protein Engineering, Medical Research Council Centre, Hills Road, Cambridge CB2 2HQ, UK.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/12610298" target="_blank"〉PubMed〈/a〉
    Keywords: 2,4-Dinitrophenol/immunology ; Amino Acid Sequence ; Antibodies, Monoclonal/chemistry/immunology ; Antibody Diversity ; *Antibody Specificity ; Antigen-Antibody Complex ; Antigen-Antibody Reactions ; Antigens/*immunology ; Binding Sites, Antibody ; Cross Reactions ; Crystallization ; Crystallography, X-Ray ; Dimerization ; Haptens/immunology ; Hydrogen Bonding ; Immunoglobulin E/*chemistry/*immunology ; Immunoglobulin Fragments/chemistry/immunology ; Isomerism ; Kinetics ; Ligands ; Models, Molecular ; Molecular Sequence Data ; Peptide Library ; Protein Conformation ; Recombinant Proteins/immunology
    Print ISSN: 0036-8075
    Electronic ISSN: 1095-9203
    Topics: Biology , Chemistry and Pharmacology , Computer Science , Medicine , Natural Sciences in General , Physics
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  • 7
    Publication Date: 2012-10-05
    Description: Arsenate and phosphate are abundant on Earth and have striking similarities: nearly identical pK(a) values, similarly charged oxygen atoms, and thermochemical radii that differ by only 4% (ref. 3). Phosphate is indispensable and arsenate is toxic, but this extensive similarity raises the question whether arsenate may substitute for phosphate in certain niches. However, whether it is used or excluded, discriminating phosphate from arsenate is a paramount challenge. Enzymes that utilize phosphate, for example, have the same binding mode and kinetic parameters as arsenate, and the latter's presence therefore decouples metabolism. Can proteins discriminate between these two anions, and how would they do so? In particular, cellular phosphate uptake systems face a challenge in arsenate-rich environments. Here we describe a molecular mechanism for this process. We examined the periplasmic phosphate-binding proteins (PBPs) of the ABC-type transport system that mediates phosphate uptake into bacterial cells, including two PBPs from the arsenate-rich Mono Lake Halomonas strain GFAJ-1. All PBPs tested are capable of discriminating phosphate over arsenate at least 500-fold. The exception is one of the PBPs of GFAJ-1 that shows roughly 4,500-fold discrimination and its gene is highly expressed under phosphate-limiting conditions. Sub-angstrom-resolution structures of Pseudomonas fluorescens PBP with both arsenate and phosphate show a unique mode of binding that mediates discrimination. An extensive network of dipole-anion interactions, and of repulsive interactions, results in the 4% larger arsenate distorting a unique low-barrier hydrogen bond. These features enable the phosphate transport system to bind phosphate selectively over arsenate (at least 10(3) excess) even in highly arsenate-rich environments.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Elias, Mikael -- Wellner, Alon -- Goldin-Azulay, Korina -- Chabriere, Eric -- Vorholt, Julia A -- Erb, Tobias J -- Tawfik, Dan S -- England -- Nature. 2012 Nov 1;491(7422):134-7. doi: 10.1038/nature11517. Epub 2012 Oct 3.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel. mikael.elias@weizmann.ac.il〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/23034649" target="_blank"〉PubMed〈/a〉
    Keywords: Adenosine Triphosphate/metabolism ; Arsenates/*chemistry/*metabolism ; Binding Sites ; Biological Transport ; Crystallography, X-Ray ; Drug Resistance, Bacterial ; Ecosystem ; Escherichia coli/chemistry ; Hydrogen Bonding ; Lakes/microbiology ; Models, Molecular ; Periplasmic Binding Proteins/chemistry/genetics/metabolism ; Phosphate-Binding Proteins/*chemistry/genetics/*metabolism ; Phosphates/*chemistry/*metabolism ; Pseudomonas fluorescens/*chemistry ; Substrate Specificity
    Print ISSN: 0028-0836
    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
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  • 8
    Publication Date: 2015-06-27
    Description: Algal blooms produce large amounts of dimethyl sulfide (DMS), a volatile with a diverse signaling role in marine food webs that is emitted to the atmosphere, where it can affect cloud formation. The algal enzymes responsible for forming DMS from dimethylsulfoniopropionate (DMSP) remain unidentified despite their critical role in the global sulfur cycle. We identified and characterized Alma1, a DMSP lyase from the bloom-forming algae Emiliania huxleyi. Alma1 is a tetrameric, redox-sensitive enzyme of the aspartate racemase superfamily. Recombinant Alma1 exhibits biochemical features identical to the DMSP lyase in E. huxleyi, and DMS released by various E. huxleyi isolates correlates with their Alma1 levels. Sequence homology searches suggest that Alma1 represents a gene family present in major, globally distributed phytoplankton taxa and in other marine organisms.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Alcolombri, Uria -- Ben-Dor, Shifra -- Feldmesser, Ester -- Levin, Yishai -- Tawfik, Dan S -- Vardi, Assaf -- New York, N.Y. -- Science. 2015 Jun 26;348(6242):1466-9. doi: 10.1126/science.aab1586.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel. Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel. ; Bioinformatics and Biological Computing Unit, Biological Services, Weizmann Institute of Science, Rehovot 76100, Israel. ; Nancy and Stephen Grand Israel National Center for Personalized Medicine, Weizmann Institute of Science, Rehovot 76100, Israel. ; Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel. assaf.vardi@weizmann.ac.il dan.tawfik@weizmann.ac.il. ; Department of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel. assaf.vardi@weizmann.ac.il dan.tawfik@weizmann.ac.il.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/26113722" target="_blank"〉PubMed〈/a〉
    Keywords: Algal Proteins/*chemistry/classification/genetics ; Amino Acid Sequence ; Bacteria/enzymology/genetics ; Carbon-Sulfur Lyases/*chemistry/classification/genetics ; Haptophyta/*enzymology/genetics ; Molecular Sequence Data ; Phylogeny ; Phytoplankton/enzymology ; RNA, Messenger/biosynthesis ; Recombinant Proteins/chemistry ; Sulfides/*metabolism
    Print ISSN: 0036-8075
    Electronic ISSN: 1095-9203
    Topics: Biology , Chemistry and Pharmacology , Computer Science , Medicine , Natural Sciences in General , Physics
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  • 9
    Publication Date: 2016-05-20
    Description: Fitness landscapes depict how genotypes manifest at the phenotypic level and form the basis of our understanding of many areas of biology, yet their properties remain elusive. Previous studies have analysed specific genes, often using their function as a proxy for fitness, experimentally assessing the effect on function of single mutations and their combinations in a specific sequence or in different sequences. However, systematic high-throughput studies of the local fitness landscape of an entire protein have not yet been reported. Here we visualize an extensive region of the local fitness landscape of the green fluorescent protein from Aequorea victoria (avGFP) by measuring the native function (fluorescence) of tens of thousands of derivative genotypes of avGFP. We show that the fitness landscape of avGFP is narrow, with 3/4 of the derivatives with a single mutation showing reduced fluorescence and half of the derivatives with four mutations being completely non-fluorescent. The narrowness is enhanced by epistasis, which was detected in up to 30% of genotypes with multiple mutations and mostly occurred through the cumulative effect of slightly deleterious mutations causing a threshold-like decrease in protein stability and a concomitant loss of fluorescence. A model of orthologous sequence divergence spanning hundreds of millions of years predicted the extent of epistasis in our data, indicating congruence between the fitness landscape properties at the local and global scales. The characterization of the local fitness landscape of avGFP has important implications for several fields including molecular evolution, population genetics and protein design.〈br /〉〈span class="detail_caption"〉Notes: 〈/span〉Sarkisyan, Karen S -- Bolotin, Dmitry A -- Meer, Margarita V -- Usmanova, Dinara R -- Mishin, Alexander S -- Sharonov, George V -- Ivankov, Dmitry N -- Bozhanova, Nina G -- Baranov, Mikhail S -- Soylemez, Onuralp -- Bogatyreva, Natalya S -- Vlasov, Peter K -- Egorov, Evgeny S -- Logacheva, Maria D -- Kondrashov, Alexey S -- Chudakov, Dmitry M -- Putintseva, Ekaterina V -- Mamedov, Ilgar Z -- Tawfik, Dan S -- Lukyanov, Konstantin A -- Kondrashov, Fyodor A -- 55007424/Howard Hughes Medical Institute/ -- England -- Nature. 2016 May 11;533(7603):397-401. doi: 10.1038/nature17995.〈br /〉〈span class="detail_caption"〉Author address: 〈/span〉Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Miklukho-Maklaya 16/10, 117997 Moscow, Russia. ; Nizhny Novgorod State Medical Academy, Minin Sq. 10/1, 603005 Nizhny Novgorod, Russia. ; Central European Institute of Technology, Masaryk University, Brno 62500, Czech Republic. ; Bioinformatics and Genomics Programme, Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, 88 Dr. Aiguader, 08003 Barcelona, Spain. ; Universitat Pompeu Fabra (UPF), 08003 Barcelona, Spain. ; Moscow Institute of Physics and Technology, Institutskiy Pereulok 9, g.Dolgoprudny 141700, Russia. ; Faculty of Medicine, Moscow State University, Lomonosov Avenue 31/5, Moscow 119192, Russia. ; Laboratory of Protein Physics, Institute of Protein Research of the Russian Academy of Sciences, 4 Institutskaya Str., Pushchino, Moscow Region 142290, Russia. ; Pirogov Russian National Research Medical University, Ostrovitianov 1, Moscow 117997, Russia. ; A. A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow 127051, Russia. ; Department of Bioinformatics and Bioengineering, Moscow State University, Moscow 119234, Russia. ; Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, Michigan 48109, USA. ; Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel. ; Institucio Catalana de Recerca i Estudis Avancats (ICREA), 23 Pg. Lluis Companys, 08010 Barcelona, Spain.〈br /〉〈span class="detail_caption"〉Record origin:〈/span〉 〈a href="http://www.ncbi.nlm.nih.gov/pubmed/27193686" target="_blank"〉PubMed〈/a〉
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    Electronic ISSN: 1476-4687
    Topics: Biology , Chemistry and Pharmacology , Medicine , Natural Sciences in General , Physics
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  • 10
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