DNA Sequencing & the Human Genome Project
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Metagenomics Approaches for the Detection and Surveillance of Emerging and Recurrent Plant Pathogens
microorganisms Review Metagenomics Approaches for the Detection and Surveillance of Emerging and Recurrent Plant Pathogens Edoardo Piombo 1,2 , Ahmed Abdelfattah 3,4 , Samir Droby 5, Michael Wisniewski 6,7, Davide Spadaro 1,8,* and Leonardo Schena 9 1 Department of Agricultural, Forest and Food Sciences (DISAFA), University of Torino, 10095 Grugliasco, Italy; [email protected] 2 Department of Forest Mycology and Plant Pathology, Uppsala Biocenter, Swedish University of Agricultural Sciences, P.O. Box 7026, 75007 Uppsala, Sweden 3 Institute of Environmental Biotechnology, Graz University of Technology, Petersgasse 12, 8010 Graz, Austria; [email protected] 4 Department of Ecology, Environment and Plant Sciences, University of Stockholm, Svante Arrhenius väg 20A, 11418 Stockholm, Sweden 5 Department of Postharvest Science, Agricultural Research Organization (ARO), The Volcani Center, Rishon LeZion 7505101, Israel; [email protected] 6 U.S. Department of Agriculture—Agricultural Research Service (USDA-ARS), Kearneysville, WV 25430, USA; [email protected] 7 Department of Biological Sciences, Virginia Technical University, Blacksburg, VA 24061, USA 8 AGROINNOVA—Centre of Competence for the Innovation in the Agroenvironmental Sector, University of Torino, 10095 Grugliasco, Italy 9 Department of Agriculture, Università Mediterranea, 89122 Reggio Calabria, Italy; [email protected] * Correspondence: [email protected]; Tel.: +39-0116708942 Abstract: Globalization has a dramatic effect on the trade and movement of seeds, fruits and vegeta- bles, with a corresponding increase in economic losses caused by the introduction of transboundary Citation: Piombo, E.; Abdelfattah, A.; plant pathogens. Current diagnostic techniques provide a useful and precise tool to enact surveillance Droby, S.; Wisniewski, M.; Spadaro, protocols regarding specific organisms, but this approach is strictly targeted, while metabarcoding D.; Schena, L. -
DNA Sequencing and Sorting: Identifying Genetic Variations
BioMath DNA Sequencing and Sorting: Identifying Genetic Variations Student Edition Funded by the National Science Foundation, Proposal No. ESI-06-28091 This material was prepared with the support of the National Science Foundation. However, any opinions, findings, conclusions, and/or recommendations herein are those of the authors and do not necessarily reflect the views of the NSF. At the time of publishing, all included URLs were checked and active. We make every effort to make sure all links stay active, but we cannot make any guaranties that they will remain so. If you find a URL that is inactive, please inform us at [email protected]. DIMACS Published by COMAP, Inc. in conjunction with DIMACS, Rutgers University. ©2015 COMAP, Inc. Printed in the U.S.A. COMAP, Inc. 175 Middlesex Turnpike, Suite 3B Bedford, MA 01730 www.comap.com ISBN: 1 933223 71 5 Front Cover Photograph: EPA GULF BREEZE LABORATORY, PATHO-BIOLOGY LAB. LINDA SHARP ASSISTANT This work is in the public domain in the United States because it is a work prepared by an officer or employee of the United States Government as part of that person’s official duties. DNA Sequencing and Sorting: Identifying Genetic Variations Overview Each of the cells in your body contains a copy of your genetic inheritance, your DNA which has been passed down to you, one half from your biological mother and one half from your biological father. This DNA determines physical features, like eye color and hair color, and can determine susceptibility to medical conditions like hypertension, heart disease, diabetes, and cancer. -
The Bio Revolution: Innovations Transforming and Our Societies, Economies, Lives
The Bio Revolution: Innovations transforming economies, societies, and our lives economies, societies, our and transforming Innovations Revolution: Bio The Executive summary The Bio Revolution Innovations transforming economies, societies, and our lives May 2020 McKinsey Global Institute Since its founding in 1990, the McKinsey Global Institute (MGI) has sought to develop a deeper understanding of the evolving global economy. As the business and economics research arm of McKinsey & Company, MGI aims to help leaders in the commercial, public, and social sectors understand trends and forces shaping the global economy. MGI research combines the disciplines of economics and management, employing the analytical tools of economics with the insights of business leaders. Our “micro-to-macro” methodology examines microeconomic industry trends to better understand the broad macroeconomic forces affecting business strategy and public policy. MGI’s in-depth reports have covered more than 20 countries and 30 industries. Current research focuses on six themes: productivity and growth, natural resources, labor markets, the evolution of global financial markets, the economic impact of technology and innovation, and urbanization. Recent reports have assessed the digital economy, the impact of AI and automation on employment, physical climate risk, income inequal ity, the productivity puzzle, the economic benefits of tackling gender inequality, a new era of global competition, Chinese innovation, and digital and financial globalization. MGI is led by three McKinsey & Company senior partners: co-chairs James Manyika and Sven Smit, and director Jonathan Woetzel. Michael Chui, Susan Lund, Anu Madgavkar, Jan Mischke, Sree Ramaswamy, Jaana Remes, Jeongmin Seong, and Tilman Tacke are MGI partners, and Mekala Krishnan is an MGI senior fellow. -
Genomic Sequencing of Infectious Pathogens
Science, Technology Assessment, MARCH 2021 and Analytics WHY THIS MATTERS Genomic sequencing reveals the genetic code of an infectious disease pathogen, such as SARS-CoV-2, the SCIENCE & TECH SPOTLIGHT: virus that causes COVID-19. Newer, faster, and less costly sequencing can now be used to more quickly track GENOMIC SEQUENCING OF transmission, detect new variants, and develop vaccines and other countermeasures. However, challenges such INFECTIOUS PATHOGENS as high startup costs and privacy concerns remain. /// THE TECHNOLOGY How mature is it? First-generation sequencing is often used to confirm results of NGS. NGS is relatively new to the public health field, but is used What is it? Genomic sequencing technologies decode a pathogen’s to augment surveillance (i.e., data collection and analysis) for SARS- genetic material by identifying the order of chemical “letters” of its DNA CoV-2 in the U.S. and overseas. New technologies are allowing greater (or RNA, its chemical equivalent in some viruses). Each of four letters access to sequencing capabilities by making NGS portable, faster, and represents a chemical unit called a base. The sequence of the bases can more affordable (the cost of one sequence run is now one-millionth of reveal useful information for combatting disease. For example, sequencing what it was two decades ago). Genomic sequencing technologies enable of SARS-CoV-2 is used to track the spread of various strains, known as many different areas of infectious disease study. For example, they enable variants (see fig. 1). genomic epidemiology—the science of using pathogen genomic data to determine the distribution and spread of an infectious disease in a group How does it work? Technologies for sequencing genomes of pathogens of people or animals, and the application of this information to respond to use chemicals to break up the DNA or RNA into small fragments. -
The Genomics Era: the Future of Genetics in Medicine - Glossary
The Genomics Era: the Future of Genetics in Medicine - Glossary The glossary below provides a list of key terms used throughout the course. You do not need to read them all now; we’ll be linking back to the main glossary step wherever these terms appear, so you may refer back to this list if you are unsure of the terminology being used. Term Definition The process of matching reads back to their original Alignment position in the reference genome. An allele is one of a number of alternative forms of the same gene or genetic locus. We inherit one copy Allele of our genetic code from our mother and one copy of our genetic code from our father. Each copy is known as an allele. Microarray based genomic comparative hybridisation. This is a technique used to detect chromosome imbalances by comparing patient and control DNA and comparing differences between the two sets. It is Array CGH a useful technique for detecting small chromosome deletions and duplications which would not have been detected with more traditional karyotyping techniques. A unit of DNA. There are four bases which form the Base cross links (or rungs) of the DNA double helix: adenine (A), thymine (T), guanine (G) and cytosine (C). Capture see Target enrichment. The process by which a cell becomes specialized in Cell differentiation order to perform a specific function. Centromere The point at which the sister chromatids are joined. #1 FutureLearn A structure located in the nucleus all living cells, comprised of DNA bound around proteins called histones. The normal number of chromosomes in each Chromosome human cell nucleus is 46 and is composed of 22 pairs of autosomes and a pair of sex chromosomes which determine gender: males have an X and a Y chromosome whilst females have two X chromosomes. -
DNA Sequencing) Time Binding Sites and Other Functional Sites Using Sequencing As a Means of Evaluating Chromatin Immunoprecipitation (Chip) Elaine R
COMMENTARY for re-sequencing genomes. With next- generation-based applications, we rapidly A brief history of will begin to annotate the human genome with the positions of regulatory protein- (DNA sequencing) time binding sites and other functional sites using sequencing as a means of evaluating chromatin immunoprecipitation (ChIP) Elaine R. Mardis experiments. A variant of ChIP will eluci- date how genome-wide patterns of histone Each spring, I co-teach a course to under- binding and DNA methylation relate to graduates that aims to introduce them to gene-expression regulation in various cell the brief history of genome sequencing states, such as differentiation or disease. and then immerses them in its current The short read-lengths of next-generation practices. Looking out at their eager faces, platforms also are ideal for discovering the I try (perhaps in vain) to capture for them sequences of non-coding RNA genes that in a 1 hour lecture what has been my life’s cannot be elucidated by in silico methods. focus for the past 20 years or so — DNA Bioinformatics-based analysis of genome- sequencing. If forced to summarize this wide DNA copy number, DNA-sequence time period succinctly, I would say, “Never variation and RNA-expression data sets, all a dull moment!” This is largely owing to the produced by next-generation sequencers, technological advances that have catapulted will be integrated to stitch together the genome sequencing from a cottage industry pieces of the biological ‘story’ being told to a high-throughput enterprise, akin to by genomic data. These stories will, in a factory. -
Cloning, DNA Amplification.Pdf
Molecular Biology DNA structure and function Recombinant DNA technology DNA amplification DNA sequencing Arthur Günzl, PhD Dept. of Genetics & Genome Sciences University of Connecticut Health Center Bioinformatics and Computational Biology Course (BME5800) September 13, 2016 Deoxyribonucleic Acid (DNA) 5’ 3’ 2’ The haploid human genome consists of ~3,000,000,000 bp The combined a-helical length is ~2 m A human nucleus’ diameter is ~10 mm, containing 46 chromosomes From Alberts et al., Molecular Biology of the Cell Which one is the reverse primer ? 5’-TTGGGAAGCTCCTTGTCA-3’ |||||||||||||||||| 3’-AACCCTTCGAGGAACAGT-5’ a. 5’-ACTGTTCCTCGAAGGGTT-3’ b. 5’-AACCCTTCGAGGAACAGT-3’ c. 5’-TGACAAGGAGCTTCCCAA-3’ d. 5’-GGTCCTGGAGAAAAGTCT-3’ e. None of the above Recombinant DNA Technology Recombination Process in which DNA molecules are broken and the fragments are rejoined in new combinations Recombinant DNA Any DNA molecule formed by joining DNA segments from different sources Recombinant DNA Technology Key Enzymes Restriction enzyme One of a large number of endonucleases that can cleave a DNA molecule at any site where a specific short nucleo- tide sequence occurs 5’-...GTACCTAGAATTCTT CTAG...-3’ ||||||||||||||||| 3’-...CATGGATCTTAAGTT GATC...-5’ Eco RI (sticky end) 5’-...GTACCTAG AATTCCTAGTG...-3’ |||||||| ||||||| 3’-...CATGGATCTTAA GGATCAC...-5’ SmaI CCC GGG Serratia marcescens Recombinant DNA Technology Key Enzymes DNA ligase Enzyme that joins the ends of two DNA strands together with a covalent bond to make a continuous DNA strand 5’-...GTACCTACCC-3’ 5’-pGGGCTAGTG...-3’ |||||||||| ||||||||| 3’-...CATGGATGGGp-5’ 3’-CCCGATCAC...-5’ T4 DNA ligase + ATP 5’-...GTACCTACCCGGGCTAGTG...-3’ ||||||||||||||||||| 3’-...CATGGATGGGCCCGATCAC...-5’ Recombinant DNA Technology plasmid cloning vector Multiple Cloning Site Gene cloning gene plasmid donor DNA vector RESTRICTION DIGEST DNA LIGASE (ATP) recombinant plasmid Transformation of E. -
High-Throughput Pyrosequencing (To Use GS 20; Whole Genome Sequencer)
2007 International Meeting of the Microbiological Society of Korea >>> W1-1 High-throughput Pyrosequencing (to use GS 20; whole genome sequencer) Youseak Go Macrogen Corporation Genomic Analysis Division The Genome sequencer FLX system, developed by 454 Life Science Corporation, is an ultra-high-throughput automatic DNA sequencing system capable carrying out and monitoring sequencing reactions in a massively parallel fashion. Hundreds of thousands of simultaneous reactions, in the “well” of a PicoTiterPlate device. The basic chemistry utilize the release of pyrophosphate (PPi) that occurs with each nucleotide addition during DNA-directed DNA synthesis to generate an amount of light commensurate with the amount of PPi released; this light is captured by a charge-coupled device camera and converted into a digital signal. The raw data resulting from a sequencing run consists of a series of digital images captured by the camera, where the images are a representation of the surface of the PicoTiterPlate device over which the sequencing reaction are taking place; and each image corresponding to one reagent flow over that surface, as defined by the Run script. If the sample DNA fragment present in a given PicoTiterPlate well is extended during a nucleotide flow, light is emitted from the well and captured on the image corresponding to that flow. Furthermore, the amount of light emitted is proportional to the number of nucleotide extended. Knowledge of the nucleotide flowed while each image is being captured, of location on the PicoTiterPlate device where light is being emitted during each flow allows the software to identify PicoTiterPlate wells that contain a DNA library fragment and determine the sequence of the DNA fragments present in each well. -
Guide to Interpreting Genomic Reports: a Genomics Toolkit
Guide to Interpreting Genomic Reports: A Genomics Toolkit A guide to genomic test results for non-genetics providers Created by the Practitioner Education Working Group of the Clinical Sequencing Exploratory Research (CSER) Consortium Genomic Report Toolkit Authors Kelly East, MS, CGC, Wendy Chung MD, PhD, Kate Foreman, MS, CGC, Mari Gilmore, MS, CGC, Michele Gornick, PhD, Lucia Hindorff, PhD, Tia Kauffman, MPH, Donna Messersmith , PhD, Cindy Prows, MSN, APRN, CNS, Elena Stoffel, MD, Joon-Ho Yu, MPh, PhD and Sharon Plon, MD, PhD About this resource This resource was created by a team of genomic testing experts. It is designed to help non-geneticist healthcare providers to understand genomic medicine and genome sequencing. The CSER Consortium1 is an NIH-funded group exploring genomic testing in clinical settings. Acknowledgements This work was conducted as part of the Clinical Sequencing Exploratory Research (CSER) Consortium, grants U01 HG006485, U01 HG006485, U01 HG006546, U01 HG006492, UM1 HG007301, UM1 HG007292, UM1 HG006508, U01 HG006487, U01 HG006507, R01 HG006618, and U01 HG007307. Special thanks to Alexandria Wyatt and Hugo O’Campo for graphic design and layout, Jill Pope for technical editing, and the entire CSER Practitioner Education Working Group for their time, energy, and support in developing this resource. Contents 1 Introduction and Overview ................................................................ 3 2 Diagnostic Results Related to Patient Symptoms: Pathogenic and Likely Pathogenic Variants . 8 3 Uncertain Results -
Glossary of Terms
GLOSSARY OF TERMS Table of Contents A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z A Amino acids: any of a class of 20 molecules that are combined to form proteins in living things. The sequence of amino acids in a protein and hence protein function are determined by the genetic code. From http://www.geneticalliance.org.uk/glossary.htm#C • The building blocks of proteins, there are 20 different amino acids. From https://www.yourgenome.org/glossary/amino-acid Antisense: Antisense nucleotides are strings of RNA or DNA that are complementary to "sense" strands of nucleotides. They bind to and inactivate these sense strands. They have been used in research, and may become useful for therapy of certain diseases (See Gene silencing). From http://www.encyclopedia.com/topic/Antisense_DNA.aspx. Antisense and RNA interference are referred as gene knockdown technologies: the transcription of the gene is unaffected; however, gene expression, i.e. protein synthesis (translation), is lost because messenger RNA molecules become unstable or inaccessible. Furthermore, RNA interference is based on naturally occurring phenomenon known as Post-Transcriptional Gene Silencing. From http://www.ncbi.nlm.nih.gov/probe/docs/applsilencing/ B Biobank: A biobank is a large, organised collection of samples, usually human, used for research. Biobanks catalogue and store samples using genetic, clinical, and other characteristics such as age, gender, blood type, and ethnicity. Some samples are also categorised according to environmental factors, such as whether the donor had been exposed to some substance that can affect health. -
Pyrosequencing Technology for Short DNA Sequencing and Whole
生物物理 47(2),129-132(2007) 理論/実験 技術 Pyrosequencing Technology for Short DNA Sequencing and Whole Genome Sequencing Baback Gharizadeh1, Mehran Ghaderi2 and Pål Nyrén3 1Stanford Genome Technology Center, Stanford University 2Clinical Pathology/Cytology, Karolinska University Hospital 3Department of Biotechnology, Royal Institute of Technology 1.Introduction 2.Pyrosequencing chemistry Recent impressive advances in DNA sequencing technolo- Pyrosequencing technique is based on sequencing-by-syn- gies have accelerated the detailed analysis of genomes from thesis principle8), 9) and employs a series of four enzymes to ac- many organisms. We have been observing reports of complete curately detect short nucleic acid sequences during DNA syn- or draft versions of the genome sequence of several well-stud- thesis. In Pyrosequencing10), the sequencing primer is ied, multicellular organisms. Human biology and medicine hybridized to a single-stranded DNA biotin-labeled template are in the midst of a revolution by Human Genome Project1) (post-PCR alkali treated) and mixed with the enzymes; DNA as the main catalyst. polymerase, ATP sulfurylase, luciferase and apyrase, and the The chain termination sequencing method, also known as substrates adenosine 5′ phosphosulfate (APS) and luciferin. Sanger sequencing, developed by Frederick Sanger and col- Fig. 1 illustrates schematically the chemistry of Pyrose- leagues2), has been the most widely used sequencing method quencing method. Cycles of four deoxynucleotide triphos- since its advent in 1977 and still is in use after more than 29 phates (dNTPs) are separately added to the reaction mixture years since its advent. The remarkable advances in chemistry iteratively. After each nucleotide dispensation, DNA poly- and automation to the Sanger sequencing method has made it merase catalyzes the incorporation of complementary dNTP to a simple and elegant technique, central to almost all past into the template strand. -
Profiling DNA Methylation Based on Next-Generation Sequencing Approaches
G C A T T A C G G C A T genes Review Profiling DNA Methylation Based on Next-Generation Sequencing Approaches: New Insights and Clinical Applications Daniela Barros-Silva 1 ID , C. Joana Marques 2,3 ID , Rui Henrique 1,4,5 ID and Carmen Jerónimo 1,5,* ID 1 Cancer Biology and Epigenetics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto), Rua António Bernardino Almeida, 4200-072 Porto, Portugal; [email protected] (D.B.-S.); [email protected] (R.H.) 2 Genetics, Department of Pathology, Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal; [email protected] 3 I3S—Instituto de Investigação e Inovação em Saúde, Universidade do Porto, 4200-135 Porto, Portugal 4 Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal 5 Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar (ICBAS)—University of Porto, 4050-313 Porto, Portugal * Correspondence: [email protected]; Tel.: +351-225084000; Fax: +351-225084199 Received: 23 May 2018; Accepted: 20 August 2018; Published: 23 August 2018 Abstract: DNA methylation is an epigenetic modification that plays a pivotal role in regulating gene expression and, consequently, influences a wide variety of biological processes and diseases. The advances in next-generation sequencing technologies allow for genome-wide profiling of methyl marks both at a single-nucleotide and at a single-cell resolution. These profiling approaches vary in many aspects, such as DNA input, resolution, coverage, and bioinformatics analysis. Thus, the selection of the most feasible method according with the project’s purpose requires in-depth knowledge of those techniques.