Sequence — Evolution — Function PDF Download
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Author: Eugene V. Koonin
Publisher: Springer Science & Business Media
ISBN: 1475737831
Category : Science
Languages : en
Pages : 482
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Book Description
Sequence - Evolution - Function is an introduction to the computational approaches that play a critical role in the emerging new branch of biology known as functional genomics. The book provides the reader with an understanding of the principles and approaches of functional genomics and of the potential and limitations of computational and experimental approaches to genome analysis. Sequence - Evolution - Function should help bridge the "digital divide" between biologists and computer scientists, allowing biologists to better grasp the peculiarities of the emerging field of Genome Biology and to learn how to benefit from the enormous amount of sequence data available in the public databases. The book is non-technical with respect to the computer methods for genome analysis and discusses these methods from the user's viewpoint, without addressing mathematical and algorithmic details. Prior practical familiarity with the basic methods for sequence analysis is a major advantage, but a reader without such experience will be able to use the book as an introduction to these methods. This book is perfect for introductory level courses in computational methods for comparative and functional genomics.
Author: Eugene V. Koonin
Publisher: Springer Science & Business Media
ISBN: 1475737831
Category : Science
Languages : en
Pages : 482
Get Book Here
Book Description
Sequence - Evolution - Function is an introduction to the computational approaches that play a critical role in the emerging new branch of biology known as functional genomics. The book provides the reader with an understanding of the principles and approaches of functional genomics and of the potential and limitations of computational and experimental approaches to genome analysis. Sequence - Evolution - Function should help bridge the "digital divide" between biologists and computer scientists, allowing biologists to better grasp the peculiarities of the emerging field of Genome Biology and to learn how to benefit from the enormous amount of sequence data available in the public databases. The book is non-technical with respect to the computer methods for genome analysis and discusses these methods from the user's viewpoint, without addressing mathematical and algorithmic details. Prior practical familiarity with the basic methods for sequence analysis is a major advantage, but a reader without such experience will be able to use the book as an introduction to these methods. This book is perfect for introductory level courses in computational methods for comparative and functional genomics.
Author: Joao Carlos Setubal
Publisher: Humana
ISBN: 9781071638378
Category : Science
Languages : en
Pages : 0
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Book Description
This second edition provides new and updated chapters covering computational and mathematical techniques and concepts related to the field of comparative genomics. The topics covered in the chapters range from those that address general techniques and concepts that apply to all organisms to others that are specialized and apply to specific biological systems such as viruses, bacteria, nematodes, and insects. Well-known comparative genomics web-based platforms are also covered in specific chapters. Written in the highly successful Methods in Molecular Biology series format, many chapters include introductions to their respective topics and step-by-step comparison procedures, demonstrated on actual sets of genome sequences. Authoritative and cutting-edge, Comparative Genomics: Methods and Protocols, Second Edition aims to ensure successful results in the further study of this vital field.
Author: James R. Brown
Publisher: CRC Press
ISBN: 1420008870
Category : Science
Languages : en
Pages : 409
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Book Description
Through comparative analysis, the genomes of a number of species are providing a deeper understanding of the human genome. This is highly useful in drug research, especially in the treatment of otherwise intractable conditions. Compiling first-hand descriptions of the pioneering achievements of prominent researchers, this text focuses on revolutionary advances in DNA-sequencing technology, new approaches to the organization and analysis of large phylogenetic data sets, new perspectives on evolution, and the development of novel antimicrobial drugs. This seminal volume demonstrates both the means and the fruits of cooperation across a number of fields, and in doing so lays the groundwork for continued progress.
Author: Nicholas H. Bergman
Publisher: Springer Science & Business Media
ISBN: 1934115371
Category : Medical
Languages : en
Pages : 436
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Book Description
This volume provides a collection of robust protocols for molecular biologists studying comparative genomics. Given the tremendous increase in available biosequence data over the past ten years, this volume is timely, comprehensive, and novel. The volume is intended for molecular biologists, biochemists and geneticists.
Author: Cecilia Saccone
Publisher: John Wiley & Sons
ISBN: 0471326410
Category : Science
Languages : en
Pages : 442
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Book Description
This comprehensive reference covers the comparative methodologyinvolved in studying molecular evolution. Providing a practicalintroduction to the role of bioinformatics in comparative genomics,this publication further discusses the basic technology used ingenome sequencing projects and provides an overview of genomestorage databases currently in use. This timely and cutting-edge text also: Reviews the basic principles of genomics and gene expressionanalysis Discusses analytic methods in proteomics andtranscriptomics Includes a comprehensive list of Web resource
Author: Andrew Groover
Publisher: Springer
ISBN: 3319493299
Category : Science
Languages : en
Pages : 379
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Book Description
Marking the change in focus of tree genomics from single species to comparative approaches, this book covers biological, genomic, and evolutionary aspects of angiosperm trees that provide information and perspectives to support researchers broadening the focus of their research. The diversity of angiosperm trees in morphology, anatomy, physiology and biochemistry has been described and cataloged by various scientific disciplines, but the molecular, genetic, and evolutionary mechanisms underlying this diversity have only recently been explored. Excitingly, advances in genomic and sequencing technologies are ushering a new era of research broadly termed comparative genomics, which simultaneously exploits and describes the evolutionary origins and genetic regulation of traits of interest. Within tree genomics, this research is already underway, as the number of complete genome sequences available for angiosperm trees is increasing at an impressive pace and the number of species for which RNAseq data are available is rapidly expanding. Because they are extensively covered by other literature and are rapidly changing, technical and computational approaches—such as the latest sequencing technologies—are not a main focus of this book. Instead, this comprehensive volume provides a valuable, broader view of tree genomics whose relevance will outlive the particulars of current-day technical approaches. The first section of the book discusses background on the evolution and diversification of angiosperm trees, as well as offers description of the salient features and diversity of the unique physiology and wood anatomy of angiosperm trees. The second section explores the two most advanced model angiosperm tree species (poplars and eucalypts) as well as species that are soon to emerge as new models. The third section describes the structural features and evolutionary histories of angiosperm tree genomes, followed by a fourth section focusing on the genomics of traits of biological, ecological, and economic interest. In summary, this book is a timely and well-referenced foundational resource for the forest tree community looking to embrace comparative approaches for the study of angiosperm trees.
Author: Arcady R. Mushegian
Publisher: Elsevier
ISBN: 0080546099
Category : Science
Languages : en
Pages : 276
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Book Description
This book provides an overview of computational analysis of genes and genomes, and of some most notable findings that come out of this work. Foundations of Comparative Genomics presents a historical perspective, beginning with early analysis of individual gene sequences, to present day comparison of gene repertoires encoded by completely sequenced genomes. The author discusses the underlying scientific principles of comparative genomics, argues that completion of many genome sequences started a new era in biology, and provides a personal view on several state-of-the-art issues, such as systems biology and whole-genome phylogenetic reconstructions. This book is an essential reference for researchers and students in computational biology, evolutionary biology, and genetics. - Presents an historic overview of genome biology and its achievements - Includes topics not covered in other books such as minimal and ancestral genomes - Discusses the evolutionary resilience of protein-coding genes and frequent functional convergence at the molecular level - Critically reviews horizontal gene transfer and other contentious issues - Covers comparative virology as a somewhat overlooked foundation of modern genome science
Author: Alejandro Pereira-Santana
Publisher: Springer Nature
ISBN: 1071624296
Category : Science
Languages : en
Pages : 293
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Book Description
This detailed book presents recent methodologies for the task of inspecting the genomic world of plants, extracting valuable information, and presenting it in a readable way. With a focus on bioinformatics tools, the volume explores phylogenetics and evolution, Omics analysis, as well as experimental procedures for trait characterization. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of vital expert implementation advice that will lead to successful results. Authoritative and practical, Plant Comparative Genomics serves as an ideal resource for researchers looking to implement comparative tools in order to explore their genomic data for their daily scientific work.
Author:
Publisher: Ardent Media
ISBN:
Category : DNA.
Languages : en
Pages : 8
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Book Description
Author: Altuna Akalin
Publisher: CRC Press
ISBN: 1498781861
Category : Mathematics
Languages : en
Pages : 463
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Book Description
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.
