1 Engineering Lipases with an Expanded Genetic Code Alessandro De Simone, Michael Georg Hoesl, and Nediljko Budisa
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This Article Appeared in a Journal Published by Elsevier. the Attached
This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and education use, including for instruction at the authors institution and sharing with colleagues. Other uses, including reproduction and distribution, or selling or licensing copies, or posting to personal, institutional or third party websites are prohibited. In most cases authors are permitted to post their version of the article (e.g. in Word or Tex form) to their personal website or institutional repository. Authors requiring further information regarding Elsevier’s archiving and manuscript policies are encouraged to visit: http://www.elsevier.com/copyright Author's personal copy Available online at www.sciencedirect.com Recent advances in genetic code engineering in Escherichia coli Michael Georg Hoesl and Nediljko Budisa The expansion of the genetic code is gradually becoming a modifications (PTMs). These reactions are selectively core discipline in Synthetic Biology. It offers the best possible and timely coordinated chemistries performed by dedi- platform for the transfer of numerous chemical reactions and cated enzymes and enzymatic complexes, usually in processes from the chemical synthetic laboratory into the specialized cell compartments. biochemistry of living cells. The incorporation of biologically occurring or chemically synthesized non-canonical amino Certainly, one of the main goals of Synthetic Biology is acids into recombinant proteins and even proteomes via to generate new and emergent biological functions in reprogrammed protein translation is in the heart of these streamlined cells which are equipped with ‘tailor-made efforts. Orthogonal pairs consisting of aminoacyl-tRNA biochemical production lines’. However, it is extremely synthetase and its cognate tRNA proved to be a general difficult to mimic nature’s complex machineries such as tool for the assignment of certain codons of the genetic code the PTM-apparatus. -
UNIVERSITY of CALIFORNIA, IRVINE an Expanded Genetic Code
UNIVERSITY OF CALIFORNIA, IRVINE An expanded genetic code for the characterization and directed evolution of tyrosine-sulfated proteins DISSERTATION submitted in partial satisfaction of the requirements for the degree of DOCTOR OF PHILSOPHY in Biomedical Engineering by Xiang Li Dissertation Committee: Assistant Professor Chang C. Liu, Chair Associate Professor Wendy Liu Associate Professor Jennifer A. Prescher 2018 Portion of Chapter 2 © John Wiley and Sons Portion of Chapter 3 © Springer Portion of Chapter 4 © Royal Society of Chemistry All other materials © 2018 Xiang Li i Dedication To My parents Audrey Bai and Yong Li and My brother Joshua Li ii Table of Content LIST OF FIGURES ..................................................................................................................VI LIST OF TABLES ................................................................................................................. VIII CURRICULUM VITAE ...........................................................................................................IX ACKNOWLEDGEMENTS .................................................................................................... XII ABSTRACT .......................................................................................................................... XIII CHAPTER 1. INTRODUCTION ................................................................................................ 1 1.1. INTRODUCTION ................................................................................................................. -
Alternative Biochemistries for Alien Life: Basic Concepts and Requirements for the Design of a Robust Biocontainment System in Genetic Isolation
G C A T T A C G G C A T genes Review Alternative Biochemistries for Alien Life: Basic Concepts and Requirements for the Design of a Robust Biocontainment System in Genetic Isolation Christian Diwo 1 and Nediljko Budisa 1,2,* 1 Institut für Chemie, Technische Universität Berlin Müller-Breslau-Straße 10, 10623 Berlin, Germany; [email protected] 2 Department of Chemistry, University of Manitoba, 144 Dysart Rd, 360 Parker Building, Winnipeg, MB R3T 2N2, Canada * Correspondence: [email protected] or [email protected]; Tel.: +49-30-314-28821 or +1-204-474-9178 Received: 27 November 2018; Accepted: 21 December 2018; Published: 28 December 2018 Abstract: The universal genetic code, which is the foundation of cellular organization for almost all organisms, has fostered the exchange of genetic information from very different paths of evolution. The result of this communication network of potentially beneficial traits can be observed as modern biodiversity. Today, the genetic modification techniques of synthetic biology allow for the design of specialized organisms and their employment as tools, creating an artificial biodiversity based on the same universal genetic code. As there is no natural barrier towards the proliferation of genetic information which confers an advantage for a certain species, the naturally evolved genetic pool could be irreversibly altered if modified genetic information is exchanged. We argue that an alien genetic code which is incompatible with nature is likely to assure the inhibition of all mechanisms of genetic information transfer in an open environment. The two conceivable routes to synthetic life are either de novo cellular design or the successive alienation of a complex biological organism through laboratory evolution. -
Orthogonal Dual-Modification of Proteins for the Engineering of Multivalent Protein Scaffolds
Orthogonal dual-modification of proteins for the engineering of multivalent protein scaffolds Michaela Mühlberg‡1,2, Michael G. Hoesl‡3, Christian Kuehne4, Jens Dernedde4, Nediljko Budisa*3 and Christian P. R. Hackenberger*1,5,§ Full Research Paper Open Access Address: Beilstein J. Org. Chem. 2015, 11, 784–791. 1Forschungsinstitut für Molekulare Pharmakologie (FMP), doi:10.3762/bjoc.11.88 Robert-Roessle-Str. 10, 13125 Berlin, Germany, 2Freie Universität Berlin, Institut für Chemie und Biochemie, Takustr. 3, 14195 Berlin, Received: 11 February 2015 Germany, 3Technische Universität Berlin, AK Biokatalyse, Institut für Accepted: 05 May 2015 Chemie, Müller-Breslau-Str. 10, 10623 Berlin, Germany, 4Charité - Published: 13 May 2015 Universitätsmedizin Berlin, Institut für Laboratoriumsmedizin, Klinische Chemie und Pathobiochemie, Augustenburger Platz 1, This article is part of the Thematic Series "Multivalency as a chemical 13353 Berlin, Germany and 5Humboldt Universität zu Berlin, Institut organization and action principle". für Organische und Bioorganische Chemie, Institut für Chemie, Brook-Taylor-Str. 2, 12489 Berlin, Germany Guest Editor: R. Haag Email: © 2015 Mühlberg et al; licensee Beilstein-Institut. Nediljko Budisa* - [email protected]; License and terms: see end of document. Christian P. R. Hackenberger* - [email protected] * Corresponding author ‡ Equal contributors § Fax: +49 (0)30 94793-188 Keywords: chemoselectivity; dual protein modification; lectin; multivalency Abstract To add new tools to the repertoire of protein-based multivalent scaffold design, we have developed a novel dual-labeling strategy for proteins that combines residue-specific incorporation of unnatural amino acids with chemical oxidative aldehyde formation at the N-terminus of a protein. Our approach relies on the selective introduction of two different functional moieties in a protein by mutually orthogonal copper-catalyzed azide–alkyne cycloaddition (CuAAC) and oxime ligation. -
Directed Evolution: Bringing New Chemistry to Life
Angewandte Essays Chemie International Edition:DOI:10.1002/anie.201708408 Biocatalysis German Edition:DOI:10.1002/ange.201708408 Directed Evolution:Bringing NewChemistry to Life Frances H. Arnold* biocatalysis ·enzymes ·heme proteins · protein engineering ·synthetic methods Survival of the Fittest Expanding Nature’s Catalytic Repertoire for aSustainable Chemical Industry In this competitive age,when new industries sprout and decay in the span of adecade,weshould reflect on how Nature,the best chemist of all time,solves the difficult acompany survives to celebrate its 350th anniversary.A problem of being alive and enduring for billions of years, prerequisite for survival in business is the ability to adapt to under an astonishing range of conditions.Most of the changing environments and tastes,and to sense,anticipate, marvelous chemistry that makes life possible is the work of and meet needs faster and better than the competition. This naturesmacromolecular protein catalysts,the enzymes.By requires constant innovation as well as focused attention to using enzymes,nature can extract materials and energy from execution. Acompany that continues to provide meaningful the environment and convert them into self-replicating,self- and profitable solutions to human problems has achance to repairing,mobile,adaptable,and sometimes even thinking survive,even thrive,inarapidly changing and highly biochemical systems.These systems are good models for competitive world. asustainable chemical industry that uses renewable resources Biology has abrilliant -
Machine Learning-Assisted Directed Evolution Navigates a Combinatorial Epistatic Fitness Landscape with Minimal Screening Burden
bioRxiv preprint doi: https://doi.org/10.1101/2020.12.04.408955; this version posted December 4, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. Machine Learning-Assisted Directed Evolution Navigates a Combinatorial Epistatic Fitness Landscape with Minimal Screening Burden Bruce J. Wittmann1, Yisong Yue2, & Frances H. Arnold1,3,* 1Division of Biology and Biological Engineering, 2Department of Computing and Mathematical Sciences, and 3Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA *To whom correspondence should be addressed Abstract Due to screening limitations, in directed evolution (DE) of proteins it is rarely feasible to fully evaluate combinatorial mutant libraries made by mutagenesis at multiple sites. Instead, DE often involves a single-step greedy optimization in which the mutation in the highest-fitness variant identified in each round of single-site mutagenesis is fixed. However, because the effects of a mutation can depend on the presence or absence of other mutations, the efficiency and effectiveness of a single-step greedy walk is influenced by both the starting variant and the order in which beneficial mutations are identified—the process is path-dependent. We recently demonstrated a path- independent machine learning-assisted approach to directed evolution (MLDE) that allows in silico screening of full combinatorial libraries made by simultaneous saturation mutagenesis, thus explicitly capturing the effects of cooperative mutations and bypassing the path-dependence that can limit greedy optimization. -
Methods for the Directed Evolution of Proteins
REVIEWS STUDY DESIGNS Methods for the directed evolution of proteins Michael S. Packer and David R. Liu Abstract | Directed evolution has proved to be an effective strategy for improving or altering the activity of biomolecules for industrial, research and therapeutic applications. The evolution of proteins in the laboratory requires methods for generating genetic diversity and for identifying protein variants with desired properties. This Review describes some of the tools used to diversify genes, as well as informative examples of screening and selection methods that identify or isolate evolved proteins. We highlight recent cases in which directed evolution generated enzymatic activities and substrate specificities not known to exist in nature. Natural selection Over many generations, iterated mutation and natural In this Review, we summarize techniques that gener- A process by which individuals selection during biological evolution provide solutions ate single-gene libraries, including standard methods as with the highest reproductive for challenges that organisms face in the natural world. well as novel approaches that can generate superior diver- fitness pass on their genetic material to their offspring, thus However, the traits that result from natural selection sity containing a larger proportion of functional mutants. maintaining and enriching only occasionally overlap with features of organ- We also review screening and selection methods that heritable traits that are isms and biomolecules that are sought by humans. identify or isolate improved variants within these librar- adaptive to the natural To guide evolution to access useful phenotypes more ies. Although these strategies can be applied to multi environment. frequently, humans for centuries have used artificial gene pathways3,4 and gene networks5–7, the examples in selection Artificial selection , beginning with the selective breeding of this Review will focus exclusively on the laboratory evolu- 1 2 (Also known as selective crops and domestication of animals . -
Deep Learning Applications for Computer-Aided Design of Directed Evolution Libraries
Deep Learning Applications for Computer-Aided Design of Directed Evolution Libraries Anthony J. Agbay Department of Bioengineering Stanford University [email protected] Abstract In the past decades, the advancement in industrial enzymes, biological therapeutics, and biologic-based "green" technologies have been driven by advances in protein engineering. Specifically, the development of directed evolution techniques have enabled scientists to generate genetic diversity to iteratively test randomized li- braries of variants to generate optimized enzymes for specific functions. However, throughput of directed evolution is limited due to the potential number number of variants in a randomized library. Training neural network models that utilize the growing number of datasets from deep mutational scanning experiments that characterize entire mutational landscapes and new computational representations of protein properties provides a unique opportunity to significantly improve the efficiency and throughput of directed evolution , alleviating a major bottleneck and cost in many research and development projects. 1 Introduction From reducing manufacturing waste and developing green energy alternatives, to biocatalytic cascades, designing new therapeutics, and developing inducible protein switches, engineering proteins enable enormous opportunities across a diverse array of fields. (Huffman et al., 2019; Nimrod et al., 2018; Langan et al., 2019; Smith et al., 2012) Directed evolution, or utilizing evolutionary principles to guide iterative mutations -
The Evolution of the Genetic Code: Impasses and Challenges
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Repository of the Academy's Library Special Issue on Code Biology in BioSystems The evolution of the genetic code: impasses and challenges Ádám Kun1,2,3 & Ádám Radványi4 1 Parmenides Center for the Conceptual Foundations of Science, Munich/Pullach, Germany. 2 MTA-ELTE Theoretical Biology and Evolutionary Ecology Research Group, Budapest, Hungary. 3 Evolutionary Systems Research Group, Centre for Ecological Research, Tihany, Hungary 4 Department of Plant Systematics, Ecology and Theoretical Biology, Institute of Biology, Eötvös University, Pázmány Péter sétány 1/C, 1117 Budapest, Hungary Abstract The origin of the genetic code and translation is a “notoriously difficult problem”. In this survey we present a list of questions that a full theory of the genetic code needs to answer. We assess the leading hypotheses according to these criteria. The stereochemical, the coding coenzyme handle, the coevolution, the four-column theory, the error minimization and the frozen accident hypotheses are discussed. The integration of these hypotheses can account for the origin of the genetic code. But experiments are badly needed. Thus we suggest a host of experiments that could (in)validate some of the models. We focus especially on the coding coenzyme handle hypothesis (CCH). The CCH suggests that amino acids attached to RNA handles enhanced catalytic activities of ribozymes. Alternatively, amino acids without handles or with a handle consisting of a single adenine, like in contemporary coenzymes could have been employed. All three scenarios can be tested in in vitro compartmentalized systems. Keywords Origin of Life; genetic code; RNA world; ribozyme; coding coenzyme handle; Introduction Modern cells store information in DNA and have peptide enzymes to carry out the metabolism for the cell. -
Expanding the Toolkit of Protein Engineering: Towards Multiple Simultaneous in Vivo Incorporation of Noncanonical Amino Acids
TECHNISCHE UNIVERSITÄT MÜNCHEN Max-Planck-Institut für Biochemie Expanding the Toolkit of Protein Engineering: Towards Multiple Simultaneous In Vivo Incorporation of Noncanonical Amino Acids Michael G. Hösl Vollständiger Abdruck der von der Fakultät für Chemie der Technischen Universität München zur Erlangung des akademischen Grades eines Doktors der Naturwissenschaften genehmigten Dissertation. Vorsitzender: Univ.-Prof. Dr. Michael Groll Prüfer der Dissertation: 1. Univ.-Prof. Dr. Nediljko Budisa, Technische Universität Berlin 2. Univ.-Prof. Dr. Thomas Kiefhaber 3. Univ.-Prof. Dr. Johannes Buchner Die Dissertation wurde am 01.02.11 bei der Technischen Universität München eingereicht und durch die Fakultät für Chemie am 03.03.11 angenommen. To Teresa Ariadna García-Grajalva Lucas who influenced the idea of TAG → AGG switch just by the existence of her name Sleeping is giving in, no matter what the time is. Sleeping is giving in, so lift those heavy eyelids. People say that you'll die faster than without water. But we know it's just a lie, scare your son, scare your daughter. People say that your dreams are the only things that save ya. Come on baby in our dreams, we can live on misbehavior. The Arcade Fire Parts of this work were published as listed below: Hoesl, MG, Budisa, N. Expanding and engineering the genetic code in a single expression experiment. ChemBioChem 2011, 12, 552-555. Further publications: Hoesl, MG*, Staudt, H*, Dreuw, A, Budisa, N, Grininger, M, Oesterhelt, D, Wachtveitl, J. Manipulating the eletron transfer in Dodecin by isostructual noncanonical Trp analogs. 2011, [in preparation]. *authors contributed equally to this work Nehring, S*, Hoesl, MG*, Acevedo-Rocha, CG*, Royter, M, Wolschner, C, Wiltschi, B, Budisa, N, Antranikian, G. -
Chimp Report
ChImp Report Chances and Implications of an Expanded Genetic Code iGEM Bielefeld-CeBiTec 2017 Table of Contents Abstract ...................................................................................................................................... 3 Motivation .................................................................................................................................. 4 Background ................................................................................................................................ 6 Historical Background ............................................................................................................ 6 Legal Situation in Germany ................................................................................................... 8 Current State of Research of expanded or synthetic DNA ..................................................... 9 Chances and Implications of an Expanded Genetic Code ........................................................ 12 The Scientific Perspective .................................................................................................... 12 The Philosophical and Ethical Perspective .......................................................................... 16 The Religious Perspective .................................................................................................... 21 The Public´s Perspective ...................................................................................................... 26 Results ..................................................................................................................................... -
Ÿþf R O N T M a T T
Nediljko Budisa Engineering the Genetic Code Engineering the Genetic Code. Nediljko Budisa Copyright 8 2006 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim ISBN: 3-527-31243-9 Related Titles K. H. Nierhaus, D. N. Wilson (eds.) S. Brakmann, K. Johnsson (eds.) Protein Synthesis and Ribosome Directed Molecular Evolution of Structure Proteins Translating the Genome or How to Improve Enzymes for Biocatalysis 597 pages with approx. 150 figures and approx. 40 368 pages with 121 figures and 15 tables tables 2002 2004 Hardcover Hardcover ISBN 3-527-30423-1 ISBN 3-527-30638-2 G. Walsh S. Brakmann, A. Schwienhorst (eds.) Proteins Evolutionary Methods in Biochemistry and Biotechnology Biotechnology 560 pages Clever Tricks for Directed Evolution 2002 227 pages with 115 figures and 11 tables Softcover 2004 ISBN 0-471-89907-0 Hardcover ISBN 3-527-30799-0 N. Sewald, H.-D. Jakubke Peptides: Chemistry and Biology 597 pages with 163 figures and 33 tables 2002 Hardcover ISBN 3-527-30405-3 Nediljko Budisa Engineering the Genetic Code Expanding the Amino Acid Repertoire for the Design of Novel Proteins Nediljko Budisa 9 All books published by Wiley-VCH are carefully Max-Planck-Institute of Biochemistry produced. Nevertheless, authors, editors, and Division of Bioorganic Chemistry publisher do not warrant the information Am Klopferspitz 18A contained in these books, including this book, 82152 Martinsried to be free of errors. Readers are advised to keep Germany in mind that statements, data, illustrations, procedural details or other items may inadvertently be inaccurate. Library of Congress Card No.: applied for British Library Cataloguing-in-Publication Data A catalogue record for this book is available from the British Library.