Directed Evolution
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Cellulases: Characteristics, Sources, Production, and Applications
8 CELLULASES: CHARACTERISTICS, SOURCES, PRODUCTION, AND APPLICATIONS Xiao-Zhou Zhang and Yi-Heng Percival Zhang 8.1 INTRODUCTION lulases: (1) endoglucanases (EC 3.2.1.4), (2) exogluca- nases, including cellobiohydrolases (CBHs) (EC Cellulose is the most abundant renewable biological 3.2.1.91), and (3) β -glucosidase (BG) (EC 3.2.1.21). To resource and a low-cost energy source based on energy hydrolyze and metabolize insoluble cellulose, the micro- content ($3–4/GJ) ( Lynd et al., 2008 ; Zhang, 2009 ). The organisms must secrete the cellulases (possibly except production of bio-based products and bioenergy from BG) that are either free or cell-surface-bound. Cellu- less costly renewable lignocellulosic materials would lases are increasingly being used for a large variety of bring benefi ts to the local economy, environment, and industrial purposes—in the textile industry, pulp and national energy security ( Zhang, 2008 ). paper industry, and food industry, as well as an additive High costs of cellulases are one of the largest obsta- in detergents and improving digestibility of animal cles for commercialization of biomass biorefi neries feeds. Now cellulases account for a signifi cant share of because a large amount of cellulase is consumed for the world ’ s industrial enzyme market. The growing con- biomass saccharifi cation, for example, ∼ 100 g enzymes cerns about depletion of crude oil and the emissions of per gallon of cellulosic ethanol produced ( Zhang et al., greenhouse gases have motivated the production of bio- 2006b ; Zhu et al., 2009 ). In order to decrease cellulase ethanol from lignocellulose, especially through enzy- use, increase volumetric productivity, and reduce capital matic hydrolysis of lignocelluloses materials—sugar investment, consolidated bioprocessing ( CBP ) has been platform ( Bayer et al., 2007 ; Himmel et al., 1999 ; Zaldi- proposed by integrating cellulase production, cellulose var et al., 2001 ). -
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 ................................................................................................................. -
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 -
Library Construction and Screening
Library construction and screening • A gene library is a collection of different DNA sequences from an organism, • which has beenAlso called genomic libraries or gene banks. • cloned into a vector for ease of purification, storage and analysis. Uses of gene libraries • To obtain the sequences of genes for analysis, amplification, cloning, and expression. • Once the sequence is known probes, primers, etc. can be synthesized for further diagnostic work using, for example, hybridization reactions, blots and PCR. • Knowledge of a gene sequence also offers the possibility of gene therapy. • Also, gene expression can be used to synthesize a product in particular host cells, e.g. synthesis of human gene products in prokaryotic cells. two types of gene library depending upon the source of the DNA used. 1.genomic library. 2.cDNA library Types of GENE library: • genomic library contains DNA fragments representing the entire genome of an organism. • cDNA library contains only complementary DNA molecules synthesized from mRNA molecules in a cell. Genomic Library : • Made from nuclear DNA of an organism or species. • DNA is cut into clonable size pieces as randomly possible using restriction endonuclease • Genomic libraries contain whole genomic fragments including gene exons and introns, gene promoters, intragenic DNA,origins of replication, etc Construction of Genomic Libraries 1. Isolation of genomic DNA and vector. 2.Cleavage of Genomic DNA and vector by Restriction Endonucleases. 3.Ligation of fragmented DNA with the vector. 4.Transformation of -
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. -
Construction of Small-Insert Genomic DNA Libraries Highly Enriched
Proc. Natl. Acad. Sci. USA Vol. 89, pp. 3419-3423, April 1992 Genetics Construction of small-insert genomic DNA libraries highly enriched for microsatellite repeat sequences (marker-selected libraries/CA repeats/sequence-tagged sites/genetic mapping/dog genome) ELAINE A. OSTRANDER*tt, PAM M. JONG*t, JASPER RINE*t, AND GEOFFREY DUYKt§ *Department of Molecular and Cellular Biology, 401 Barker Hall, University of California, Berkeley, CA 94720; tHuman Genome Center, Lawrence Berkeley Laboratory, 1 Cyclotron Road, 74-157, Berkeley, CA 94720; and §Department of Genetics, Howard Hughes Medical Institute, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115 Communicated by Philip Leder, January 8, 1992 ABSTRACT We describe an efficient method for the con- Generation of a high-density map of markers for an entire struction of small-insert genomic libraries enriched for highly genome or a single chromosome requires the isolation and polymorphic, simple sequence repeats. With this approach, characterization of hundreds of markers such as microsatel- libraries in which 40-50% of the members contain (CA). lite repeats (10, 11). Two simple yet tedious approaches have repeats are produced, representing an =50-fold enrichment generally been used for this task. One approach is to screen over conventional small-insert genomic DNA libraries. Briefly, a large-insert genomic library with an end-labeled (CA),, or a genomic library with an average insert size of less than 500 (TG),, oligonucleotide (n > 15). Clones that hybridize to the base pairs was constructed in a phagemid vector. Ampliflcation probe are purified and divided into subclones, which are of this library in a dut ung strain ofEscherchia coli allowed the screened by hybridization for a fragment containing the recovery of the library as closed circular single-stranded DNA repeat. -
Collection of Information on Enzymes a Great Deal of Additional Information on the European Union Is Available on the Internet
European Commission Collection of information on enzymes A great deal of additional information on the European Union is available on the Internet. It can be accessed through the Europa server (http://europa.eu.int). Luxembourg: Office for Official Publications of the European Communities, 2002 ISBN 92-894-4218-2 © European Communities, 2002 Reproduction is authorised provided the source is acknowledged. Final Report „Collection of Information on Enzymes“ Contract No B4-3040/2000/278245/MAR/E2 in co-operation between the Federal Environment Agency Austria Spittelauer Lände 5, A-1090 Vienna, http://www.ubavie.gv.at and the Inter-University Research Center for Technology, Work and Culture (IFF/IFZ) Schlögelgasse 2, A-8010 Graz, http://www.ifz.tu-graz.ac.at PROJECT TEAM (VIENNA / GRAZ) Werner Aberer c Maria Hahn a Manfred Klade b Uli Seebacher b Armin Spök (Co-ordinator Graz) b Karoline Wallner a Helmut Witzani (Co-ordinator Vienna) a a Austrian Federal Environmental Agency (UBA), Vienna b Inter-University Research Center for Technology, Work, and Culture - IFF/IFZ, Graz c University of Graz, Department of Dermatology, Division of Environmental Dermatology, Graz Executive Summary 5 EXECUTIVE SUMMARY Technical Aspects of Enzymes (Chapter 3) Application of enzymes (Section 3.2) Enzymes are applied in various areas of application, the most important ones are technical use, manufacturing of food and feedstuff, cosmetics, medicinal products and as tools for re- search and development. Enzymatic processes - usually carried out under mild conditions - are often replacing steps in traditional chemical processes which were carried out under harsh industrial environments (temperature, pressures, pH, chemicals). Technical enzymes are applied in detergents, for pulp and paper applications, in textile manufacturing, leather industry, for fuel production and for the production of pharmaceuticals and chiral substances in the chemical industry. -
Biocatalysis, Enzyme Engineering and Biotechnology G
P1: SFK/UKS P2: SFK BLBS102-c07 BLBS102-Simpson March 21, 2012 11:12 Trim: 276mm X 219mm Printer Name: Yet to Come 7 Biocatalysis, Enzyme Engineering and Biotechnology G. A. Kotzia, D. Platis, I. A. Axarli, E. G. Chronopoulou, C. Karamitros, and N. E. Labrou Preface Enzyme Utilisation in Industry Enzyme Structure and Mechanism Enzymes Involved in Xenobiotic Metabolism and Nomenclature and Classification of Enzymes Biochemical Individuality Basic Elements of Enzyme Structure Phase I The Primary Structure of Enzyme Phase II The Three-Dimensional Structure of Enzymes Phase III Theory of Enzyme Catalysis and Mechanism Acknowledgements Coenzymes, Prosthetic Groups and Metal Ion Cofactors References Kinetics of Enzyme-Catalysed Reactions Thermodynamic Analysis Abstract: Enzymes are biocatalysts evolved in nature to achieve Enzyme Dynamics During Catalysis the speed and coordination of nearly all the chemical reactions that Enzyme Production define cellular metabolism necessary to develop and maintain life. Enzyme Heterologous Expression The application of biocatalysis is growing rapidly, since enzymes The Choice of Expression System offer potential for many exciting applications in industry. The ad- Bacterial Cells vent of whole genome sequencing projects enabled new approaches Mammalian Cells for biocatalyst development, based on specialised methods for en- Yeast zyme heterologous expression and engineering. The engineering of Filamentous Fungi enzymes with altered activity, specificity and stability, using site- Insect Cells directed mutagenesis and directed evolution techniques are now Dictyostelium discoideum Trypanosomatid Protozoa well established. Over the last decade, enzyme immobilisation has Transgenic Plants become important in industry. New methods and techniques for en- Transgenic Animals zyme immobilisation allow for the reuse of the catalysts and the Enzyme Purification development of efficient biotechnological processes. -
Multiplexed Microbial Library Preparation Using Smrtbell
Technical Overview: Multiplexed Microbial Library Preparation Using SMRTbell Express Template Prep Kit 2.0 Sequel System ICS v8.0 / Sequel Chemistry 3.0 / SMRT Link v9.0 Sequel II System ICS v9.0 / Sequel II Chemistry 2.0 / SMRT Link v9.0 Sequel IIe System ICS v10.0 / Sequel II Chemistry 2.0 / SMRT Link v10.0 For Research Use Only. Not for use in diagnostic procedures. © Copyright 2021 by Pacific Biosciences of California, Inc. All rights reserved. PN 101-742-600 Ver 2021-02-01-A (February 2021) Multiplexed Microbial Library Preparation Using SMRTbell Express Template Prep Kit 2.0 1. Multiplexed Microbial Sample Preparation Workflow Overview 2. Multiplexed Microbial Sample Preparation Workflow Details 3. Multiplexed Microbial Sequencing Workflow Details 4. Multiplexed Microbial Data Analysis Workflow Details 5. Multiplexed Microbial Library Example Performance Data 6. Technical Documentation & Applications Support Resources 7. Appendix: General Recommendations for High-Molecular Weight gDNA QC and Handling for Multiplexed Microbial SMRTbell Library Construction MULTIPLEXED MICROBIAL SEQUENCING: HOW TO GET STARTED Application-Specific Application-Specific Application Consumable Library Construction, Best Practices Guide Procedure & Checklist Bundle Purchasing Guide Sequencing & Analysis gDNA QC & Shearing ≥1 µg Input gDNA / Microbial Sample 10 kb – 15 kb Target DNA Shear Size Library Construction Multiplex Up To 48 Microbial Samples with the Sequel II and IIe Systems using Barcoded Overhang Adapters (BOA) SMRT Sequencing Use the Sequel, -
Microbial Cellulases: a Review on Strain Development, Purification, Characterization and Their Industrial Applications
Open Access Journal of Bacteriology and Mycology Review Article Microbial Cellulases: A Review on Strain Development, Purification, Characterization and their Industrial Applications Sher H1,2, Zeb N1,3, Zeb S4, Ali A4, Aleem B1, Iftikhar F1, Rahman SU1 and Rashid MH1,2* Abstract 1National Institute for Biotechnology and Genetic In this advance era, the enzymes are considered as a core kernel of white Engineering (NIBGE), Faisalabad, Pakistan biotechnology and their demand is increasing day by day. According to report 2Pakistan Institute of Engineering and Applied Sciences published in Research and Markets (ID: 5009185), the estimated global market (PIEAS), Islamabad, Pakistan for industrial enzymes were USD 10.0 billion in 2019, which is continuously 3Department of Biotechnology and Microbiology, Women increasing as it is expected to reach about USD 14.7 billion by 2022. Among University Mardan, KP, Pakistan all enzymes, cellulases are the major group of enzymes act synergistically in 4Department of Microbiology, Abdul Wali Khan breakdown of cellulose, that facilitates its conversion to various value-added University Mardan, KP, Pakistan products and also offer several other important applications at industrial scale. #First two authors contributed equally The hyper production of cellulases are required to overcome their demand of *Corresponding author: Muhammad Hamid Rashid, global market. Cellulases production can be enhanced by strain improvement as Industrial Biotechnology Division, National Institute well as using advance fermentation -
Guide to Biotechnology 2008
guide to biotechnology 2008 research & development health bioethics innovate industrial & environmental food & agriculture biodefense Biotechnology Industry Organization 1201 Maryland Avenue, SW imagine Suite 900 Washington, DC 20024 intellectual property 202.962.9200 (phone) 202.488.6301 (fax) bio.org inform bio.org The Guide to Biotechnology is compiled by the Biotechnology Industry Organization (BIO) Editors Roxanna Guilford-Blake Debbie Strickland Contributors BIO Staff table of Contents Biotechnology: A Collection of Technologies 1 Regenerative Medicine ................................................. 36 What Is Biotechnology? .................................................. 1 Vaccines ....................................................................... 37 Cells and Biological Molecules ........................................ 1 Plant-Made Pharmaceuticals ........................................ 37 Therapeutic Development Overview .............................. 38 Biotechnology Industry Facts 2 Market Capitalization, 1994–2006 .................................. 3 Agricultural Production Applications 41 U.S. Biotech Industry Statistics: 1995–2006 ................... 3 Crop Biotechnology ...................................................... 41 U.S. Public Companies by Region, 2006 ........................ 4 Forest Biotechnology .................................................... 44 Total Financing, 1998–2007 (in billions of U.S. dollars) .... 4 Animal Biotechnology ................................................... 45 Biotech -
The Application of Biotechnology to Industrial Sustainability – a Primer
THE APPLICATION OF BIOTECHNOLOGY TO INDUSTRIAL SUSTAINABILITY – A PRIMER ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT 2 FOREWORD This short paper is based on the OECD publication, “The Application of Biotechnology to Industrial Sustainability”. The Task Force on Biotechnology for Sustainable Industrial Development of the OECD’s Working Party on Biotechnology contributed to this primer which was prepared by the Chairman of the Task Force, Dr. John Jaworski, Industry Canada, Canada. Special thanks are due to Dr. Mike Griffiths (OECD Consultant) as well as to those who contributed to the case studies set out in the publication on which the primer is based. 3 TABLE OF CONTENTS FOREWORD.................................................................................................................................................. 3 TABLE OF CONTENTS ............................................................................................................................... 4 EXECUTIVE SUMMARY ............................................................................................................................ 5 Introduction................................................................................................................................................. 6 What is Industrial Sustainability? ............................................................................................................... 6 Moving Toward More Sustainable Industries............................................................................................