Guide To Human Genome Computing

Author : Martin J. Bishop
Publisher : Academic Press
Page : 321 pages
File Size : 44,7 Mb
Release : 1998-03-25
Category : Science
ISBN : 9780080532707

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Guide to Human Genome Computing by Martin J. Bishop Pdf

The Guide to Human Genome Computing is invaluable to scientists who wish to make use of the powerful computing tools now available to assist them in the field of human genome analysis. This book clearly explains access and use of sequence databases, and presents the various computer packages used to analyze DNA sequences, measure linkage analysis, compare and align DNA sequences from different genes or organisms, and infer structural and functional information about proteins from sequence data. This Second Edition contains completely updated material. Rather than a revision of the previous volume, the Second Edition is essentially a new book, based on the subjects which will be of interest over the coming years. This new book is international, both in scope and authorship. Computing resources for the following are clearly explained: Internet resources - databases etc. Genetic analysis Sib-pair studies Comparative mapping Radiation hybrids Sequence ready clone maps Human genome sequencing ESTs Gene prediction Gene expression

Author : Altuna Akalin
Publisher : CRC Press
Page : 462 pages
File Size : 47,7 Mb
Release : 2020-12-16
Category : Mathematics
ISBN : 9781498781862

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Computational Genomics with R by Altuna Akalin Pdf

Computational Genomics with R provides a starting point for beginners in genomic data analysis and also guides more advanced practitioners to sophisticated data analysis techniques in genomics. The book covers topics from R programming, to machine learning and statistics, to the latest genomic data analysis techniques. The text provides accessible information and explanations, always with the genomics context in the background. This also contains practical and well-documented examples in R so readers can analyze their data by simply reusing the code presented. As the field of computational genomics is interdisciplinary, it requires different starting points for people with different backgrounds. For example, a biologist might skip sections on basic genome biology and start with R programming, whereas a computer scientist might want to start with genome biology. After reading: You will have the basics of R and be able to dive right into specialized uses of R for computational genomics such as using Bioconductor packages. You will be familiar with statistics, supervised and unsupervised learning techniques that are important in data modeling, and exploratory analysis of high-dimensional data. You will understand genomic intervals and operations on them that are used for tasks such as aligned read counting and genomic feature annotation. You will know the basics of processing and quality checking high-throughput sequencing data. You will be able to do sequence analysis, such as calculating GC content for parts of a genome or finding transcription factor binding sites. You will know about visualization techniques used in genomics, such as heatmaps, meta-gene plots, and genomic track visualization. You will be familiar with analysis of different high-throughput sequencing data sets, such as RNA-seq, ChIP-seq, and BS-seq. You will know basic techniques for integrating and interpreting multi-omics datasets. Altuna Akalin is a group leader and head of the Bioinformatics and Omics Data Science Platform at the Berlin Institute of Medical Systems Biology, Max Delbrück Center, Berlin. He has been developing computational methods for analyzing and integrating large-scale genomics data sets since 2002. He has published an extensive body of work in this area. The framework for this book grew out of the yearly computational genomics courses he has been organizing and teaching since 2015.

Author : Andreas D. Baxevanis,B. F. Francis Ouellette
Publisher : John Wiley & Sons
Page : 504 pages
File Size : 55,6 Mb
Release : 2004-03-24
Category : Computers
ISBN : 9780471461012

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Bioinformatics by Andreas D. Baxevanis,B. F. Francis Ouellette Pdf

"In this book, Andy Baxevanis and Francis Ouellette . . . haveundertaken the difficult task of organizing the knowledge in thisfield in a logical progression and presenting it in a digestibleform. And they have done an excellent job. This fine text will makea major impact on biological research and, in turn, on progress inbiomedicine. We are all in their debt." —Eric Lander from the Foreword Reviews from the First Edition "...provides a broad overview of the basic tools for sequenceanalysis ... For biologists approaching this subject for the firsttime, it will be a very useful handbook to keep on the shelf afterthe first reading, close to the computer." —Nature Structural Biology "...should be in the personal library of any biologist who usesthe Internet for the analysis of DNA and protein sequencedata." —Science "...a wonderful primer designed to navigate the novice throughthe intricacies of in scripto analysis ... The accomplished genesearcher will also find this book a useful addition to theirlibrary ... an excellent reference to the principles ofbioinformatics." —Trends in Biochemical Sciences This new edition of the highly successful Bioinformatics:A Practical Guide to the Analysis of Genes and Proteinsprovides a sound foundation of basic concepts, with practicaldiscussions and comparisons of both computational tools anddatabases relevant to biological research. Equipping biologists with the modern tools necessary to solvepractical problems in sequence data analysis, the Second Editioncovers the broad spectrum of topics in bioinformatics, ranging fromInternet concepts to predictive algorithms used on sequence,structure, and expression data. With chapters written by experts inthe field, this up-to-date reference thoroughly covers vitalconcepts and is appropriate for both the novice and the experiencedpractitioner. Written in clear, simple language, the book isaccessible to users without an advanced mathematical or computerscience background. This new edition includes: All new end-of-chapter Web resources, bibliographies, andproblem sets Accompanying Web site containing the answers to the problems,as well as links to relevant Web resources New coverage of comparative genomics, large-scale genomeanalysis, sequence assembly, and expressed sequence tags A glossary of commonly used terms in bioinformatics andgenomics Bioinformatics: A Practical Guide to the Analysis of Genesand Proteins, Second Edition is essential reading forresearchers, instructors, and students of all levels in molecularbiology and bioinformatics, as well as for investigators involvedin genomics, positional cloning, clinical research, andcomputational biology.

Author : Tan Tin Wee,Lee Eric Cheng-yu
Publisher : World Scientific
Page : 276 pages
File Size : 47,6 Mb
Release : 2018-10-05
Category : Computers
ISBN : 9789813230538

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Beginners Guide To Bioinformatics For High Throughput Sequencing by Tan Tin Wee,Lee Eric Cheng-yu Pdf

Biologists find computing bewildering; yet they are expected to be able to process the voluminous data available from the machines they buy and the datasets that has accumulated in genomic databanks worldwide. It is now increasingly difficult for them to avoid dealing with large volumes of data, that goes beyond just doing manual programming.Most books in this realm are full of equations and complex code but this book gives a much gentler entry point particularly for biologists, with code snippets users can use to cut and paste, and run on their Linux or MacOSX operating system or cloud instance. It also provides a step by step installation instructions which they can easily follow. Those who are in the field of genome sequencing and already familiar with the procedures of analysis, may also find this book useful in closing some knowledge gaps.High throughput sequencing requires high throughput and high performance computing. This book provides a gentle entry to high throughput sequencing by dealing with simple skills which the average biologist is increasingly required to master. You will find this book a breeze to read, and some suggestions in this book maybe new to you, something you might want to try out.

Author : John Quackenbush
Publisher : Charlesbridge
Page : 189 pages
File Size : 55,6 Mb
Release : 2011-02-01
Category : Science
ISBN : 9781607343561

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Curiosity Guides: The Human Genome by John Quackenbush Pdf

The DNA sequence that comprises the human genome--the genetic blueprint found in each of our cells--is undoubtedly the greatest code ever to be broken. Completed at the dawn of a new millennium, the feat electrified both the scientific community and the general public with its tantalizing promise of new and better treatments for countless diseases, including Alzheimer's, cancer, diabetes, and Parkinson's. Yet what is arguably the most important discovery of our time has also opened a Pandora's box of questions about who we are as humans and how the unique information stored in our genomes can and might be used, making it all the more important for everyone to understand the new science of genomics. In the CURIOSITY GUIDE TO THE HUMAN GENOME, Dr. John Quackenbush, a renowned scientist and professor, conducts a fascinating tour of the history and science behind the Human Genome Project and the technologies that are revolutionizing the practice of medicine today. With a clear and engaging narrative style, he demystifies the fundamental principles of genetics and molecular biology, including the astounding ways in which genes function, alone or together with other genes and the environment, to either sustain life or trigger disease. In addition, Dr. Quackenbush goes beyond medicine to examine how DNA-sequencing technology is changing how we think of ourselves as a species by providing new insights about our earliest ancestors and reconfirming our inextricable link to all life on earth. Finally, he explores the legal and ethical questions surrounding such controversial topics as stem cell research, prenatal testing, forensics, and cloning, making this volume of the Curiosity Guides series an indispensable resource for navigating our brave new genomic world.

Author : Eugene Thacker
Publisher : MIT Press
Page : 450 pages
File Size : 40,7 Mb
Release : 2006-09-08
Category : Science
ISBN : 0262250306

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The Global Genome by Eugene Thacker Pdf

How global biotechnology is redefining "life itself." In the age of global biotechnology, DNA can exist as biological material in a test tube, as a sequence in a computer database, and as economically valuable information in a patent. In The Global Genome, Eugene Thacker asks us to consider the relationship of these three entities and argues that—by their existence and their interrelationships—they are fundamentally redefining the notion of biological life itself. Biological science and the biotech industry are increasingly organized at a global level, in large part because of the use of the Internet in exchanging biological data. International genome sequencing efforts, genomic databases, the development of World Intellectual Property policies, and the "borderless" business of biotech are all evidence of the global intersections of biology and informatics—of genetic codes and computer codes. Thacker points out the internal tension in the very concept of biotechnology: the products are more "tech" than "bio," but the technology itself is fully biological, composed of the biomaterial labor of genes, proteins, cells, and tissues. Is biotechnology a technology at all, he asks, or is it a notion of "life itself" that is inseparable from its use in the biotech industry? The three sections of the book cover the three primary activities of biotechnology today: the encoding of biological materials into digital form—as in bioinformatics and genomics; its recoding in various ways—including the "biocolonialism" of mapping genetically isolated ethnic populations and the newly pervasive concern over "biological security"; and its decoding back into biological materiality—as in tissue engineering and regenerative medicine. Thacker moves easily from science to philosophy to political economics, enlivening his account with ideas from such thinkers as Georges Bataille, Georges Canguilhem, Michel Foucault, Antonio Negri, and Paul Virilio. The "global genome," says Thacker, makes it impossible to consider biotechnology without the context of globalism.

Author : Robert DeSalle,Michael Yudell
Publisher : John Wiley & Sons
Page : 280 pages
File Size : 50,6 Mb
Release : 2020-01-27
Category : Science
ISBN : 9781118750315

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Welcome to the Genome by Robert DeSalle,Michael Yudell Pdf

The popular introduction to the genomic revolution for non-scientists—the revised and updated new edition Welcome to the Genome is an accessible, up-to-date introduction to genomics—the interdisciplinary field of biology focused on the structure, function, evolution, mapping, and editing of an organism's complete set of DNA. Written for non-experts, this user-friendly book explains how genomes are sequenced and explores the discoveries and challenges of this revolutionary technology. Genomics is a mixture of many fields, including not only biology, engineering, computer science, and mathematics, but also social sciences and humanities. This unique guide addresses both the science of genomics and the ethical, moral, and social questions that rise from the technology. There have been many exciting developments in genomics since this book's first publication. Accordingly, the second edition of Welcome to the Genome offers substantial new and updated content to reflect recent major advances in genome-level sequencing and analysis, and demonstrates the vast increase in biological knowledge over the past decade. New sections cover next-generation technologies such as Illumina and PacBio sequencing, while expanded chapters discuss controversial ethical and philosophical issues raised by genomic technology, such as direct-to-consumer genetic testing. An essential resource for understanding the still-evolving genomic revolution, this book: Introduces non-scientists to basic molecular principles and illustrates how they are shaping the genomic revolution in medicine, biology, and conservation biology Explores a wide range of topics within the field such as genetic diversity, genome structure, genetic cloning, forensic genetics, and more Includes full-color illustrations and topical examples Presents material in an accessible, user-friendly style, requiring no expertise in genomics Discusses past discoveries, current research, and future possibilities in the field Sponsored by the American Museum of Natural History, Welcome to the Genome: A User's Guide to the Genetic Past, Present, and Future is a must-read book for anyone interested in the scientific foundation for understanding the development and evolutionary heritage of all life.

Author : Andreas D. Baxevanis,B. F. Francis Ouellette
Publisher : Wiley-Interscience
Page : 396 pages
File Size : 45,5 Mb
Release : 1998
Category : Computers
ISBN : UOM:39015043804700

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Bioinformatics by Andreas D. Baxevanis,B. F. Francis Ouellette Pdf

"A reference that should be in the personal library of any biologist who uses the Internet for the analysis of DNA and protein sequence data" --Science

Author : Susan L. Speaker,M. Susan Lindee,Elizabeth Hanson
Publisher : Chemical Heritage Foundation
Page : 44 pages
File Size : 48,5 Mb
Release : 1993
Category : Science
ISBN : 0941901106

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A Guide to the Human Genome Project by Susan L. Speaker,M. Susan Lindee,Elizabeth Hanson Pdf

This simple, concise introduction to the HGP for the general reader explores the origins of the genome project and reactions in the scientific community; important technologies and techniques; institutions connected with the HGP, including designated genome centers, important suppliers of resources, and corporations; systems of communication; and ethical, legal, and social issues. A publication of the Biomolecular Sciences Initiative of CHF's Beckman Center for the History of Chemistry.

Author : Richard P. Grant
Publisher : Taylor & Francis
Page : 305 pages
File Size : 50,8 Mb
Release : 2004
Category : Science
ISBN : 1904933017

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Computational Genomics by Richard P. Grant Pdf

"Suitable for bioscientists who are just getting to grips with computational biology the book also offers enough detail to act as a guide for experienced bioinformaticians at the cutting edge of the technology. The book is also useful as a teaching reference."--BOOK JACKET.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 49,9 Mb
Release : 2010
Category : Human genome
ISBN : OCLC:900841526

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Human Genome by Anonim Pdf

Author : Gautam B. Singh
Publisher : Springer
Page : 345 pages
File Size : 45,7 Mb
Release : 2014-09-24
Category : Technology & Engineering
ISBN : 9783319114033

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Fundamentals of Bioinformatics and Computational Biology by Gautam B. Singh Pdf

This book offers comprehensive coverage of all the core topics of bioinformatics, and includes practical examples completed using the MATLAB bioinformatics toolboxTM. It is primarily intended as a textbook for engineering and computer science students attending advanced undergraduate and graduate courses in bioinformatics and computational biology. The book develops bioinformatics concepts from the ground up, starting with an introductory chapter on molecular biology and genetics. This chapter will enable physical science students to fully understand and appreciate the ultimate goals of applying the principles of information technology to challenges in biological data management, sequence analysis, and systems biology. The first part of the book also includes a survey of existing biological databases, tools that have become essential in today’s biotechnology research. The second part of the book covers methodologies for retrieving biological information, including fundamental algorithms for sequence comparison, scoring, and determining evolutionary distance. The main focus of the third part is on modeling biological sequences and patterns as Markov chains. It presents key principles for analyzing and searching for sequences of significant motifs and biomarkers. The last part of the book, dedicated to systems biology, covers phylogenetic analysis and evolutionary tree computations, as well as gene expression analysis with microarrays. In brief, the book offers the ideal hands-on reference guide to the field of bioinformatics and computational biology.

Author : Sándor Suhai
Publisher : Springer Science & Business Media
Page : 332 pages
File Size : 43,7 Mb
Release : 2012-12-06
Category : Science
ISBN : 9781461559030

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Theoretical and Computational Methods in Genome Research by Sándor Suhai Pdf

The application ofcomputational methods to solve scientific and practical problems in genome research created a new interdisciplinary area that transcends boundaries tradi tionally separating genetics, biology, mathematics, physics, and computer science. Com puters have, of course, been intensively used in the field of life sciences for many years, even before genome research started, to store and analyze DNA or protein sequences; to explore and model the three-dimensional structure, the dynamics, and the function of biopolymers; to compute genetic linkage or evolutionary processes; and more. The rapid development of new molecular and genetic technologies, combined with ambitious goals to explore the structure and function ofgenomes ofhigher organisms, has generated, how ever, not only a huge and exponentially increasing body of data but also a new class of scientific questions. The nature and complexity of these questions will also require, be yond establishing a new kind ofalliance between experimental and theoretical disciplines, the development of new generations both in computer software and hardware technolo gies. New theoretical procedures, combined with powerful computational facilities, will substantially extend the horizon of problems that genome research can attack with suc cess. Many of us still feel that computational models rationalizing experimental findings in genome research fulfill their promises more slowly than desired. There is also an uncer tainty concerning the real position of a "theoretical genome research" in the network of established disciplines integrating their efforts in this field.

Author : John Quackenbush
Publisher : Charlesbridge Publishing
Page : 189 pages
File Size : 51,9 Mb
Release : 2011-02-01
Category : Science
ISBN : 9781936140152

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Curiosity Guides: The Human Genome by John Quackenbush Pdf

The DNA sequence that comprises the human genome--the genetic blueprint found in each of our cells--is undoubtedly the greatest code ever to be broken. Completed at the dawn of a new millennium, the feat electrified both the scientific community and the general public with its tantalizing promise of new and better treatments for countless diseases, including Alzheimer's, cancer, diabetes, and Parkinson's. Yet what is arguably the most important discovery of our time has also opened a Pandora's box of questions about who we are as humans and how the unique information stored in our genomes can and might be used, making it all the more important for everyone to understand the new science of genomics. In the CURIOSITY GUIDE TO THE HUMAN GENOME, Dr. John Quackenbush, a renowned scientist and professor, conducts a fascinating tour of the history and science behind the Human Genome Project and the technologies that are revolutionizing the practice of medicine today. With a clear and engaging narrative style, he demystifies the fundamental principles of genetics and molecular biology, including the astounding ways in which genes function, alone or together with other genes and the environment, to either sustain life or trigger disease. In addition, Dr. Quackenbush goes beyond medicine to examine how DNA-sequencing technology is changing how we think of ourselves as a species by providing new insights about our earliest ancestors and reconfirming our inextricable link to all life on earth. Finally, he explores the legal and ethical questions surrounding such controversial topics as stem cell research, prenatal testing, forensics, and cloning, making this volume of the Curiosity Guides series an indispensable resource for navigating our brave new genomic world.

Author : Freeman J. Dyson
Publisher : New York : Oxford University Press
Page : 144 pages
File Size : 53,9 Mb
Release : 1999
Category : Computers
ISBN : 0195129423

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The Sun, the Genome & the Internet by Freeman J. Dyson Pdf

In this visionary look into the future, Freeman Dyson argues that technological changes fundamentally alter our ethical and social arrangements and that three rapidly advancing new technologies--solar energy, genetic engineering, and world-wide communication--together have the potential to create a more equal distribution of the world's wealth. Dyson begins by rejecting the idea that scientific revolutions are primarily concept driven. He shows rather that new tools are more often the sparks that ignite scientific discovery. Such tool-driven revolutions have profound social consequences--the invention of the telescope turning the Medieval world view upside down, the widespread use of household appliances in the 1950s replacing servants, to cite just two examples. In looking ahead, Dyson suggests that solar energy, genetics, and the Internet will have similarly transformative effects, with the potential to produce a more just and equitable society. Solar power could bring electricity to even the poorest, most remote areas of third world nations, allowing everyone access to the vast stores of information on the Internet and effectively ending the cultural isolation of the poorest countries. Similarly, breakthroughs in genetics may well enable us to give our children healthier lives and grow more efficient crops, thus restoring the economic and human vitality of village cultures devalued and dislocated by the global market. Written with passionate conviction about the ethical uses of science,The Sun, the Genome, and the Internetis both a brilliant reinterpretation of the scientific process and a challenge to use new technologies to close, rather than widen, the gap between rich and poor.