Sequence Analysis and Modern C++

Sequence Analysis and Modern C++

Author: Hannes Hauswedell

Publisher: Springer Nature

Published: 2022-03-07

Total Pages: 350

ISBN-13: 3030909905

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This is a book about software engineering, bioinformatics, the C++ programming language and the SeqAn library. In the broadest sense, it will help the reader create better, faster and more reliable software by deepening their understanding of available tools, language features, techniques and design patterns. Every developer who previously worked with C++ will enjoy the in-depth chapter on important changes in the language from C++11 up to and including C++20. In contrast to many resources on Modern C++ that present new features only in small isolated examples, this book represents a more holistic approach: readers will understand the relevance of new features and how they interact in the context of a large software project and not just within a "toy example". Previous experience in creating software with C++ is highly recommended to fully appreciate these aspects. SeqAn3 is a new, re-designed software library. The conception and implementation process is detailed in this book, including a critical reflection on the previous versions of the library. This is particularly helpful to readers who are about to create a large software project themselves, or who are planning a major overhaul of an existing library or framework. While the focus of the book is clearly on software development and design, it also touches on various organisational and administrative aspects like licensing, dependency management and quality control.


Book Synopsis Sequence Analysis and Modern C++ by : Hannes Hauswedell

Download or read book Sequence Analysis and Modern C++ written by Hannes Hauswedell and published by Springer Nature. This book was released on 2022-03-07 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a book about software engineering, bioinformatics, the C++ programming language and the SeqAn library. In the broadest sense, it will help the reader create better, faster and more reliable software by deepening their understanding of available tools, language features, techniques and design patterns. Every developer who previously worked with C++ will enjoy the in-depth chapter on important changes in the language from C++11 up to and including C++20. In contrast to many resources on Modern C++ that present new features only in small isolated examples, this book represents a more holistic approach: readers will understand the relevance of new features and how they interact in the context of a large software project and not just within a "toy example". Previous experience in creating software with C++ is highly recommended to fully appreciate these aspects. SeqAn3 is a new, re-designed software library. The conception and implementation process is detailed in this book, including a critical reflection on the previous versions of the library. This is particularly helpful to readers who are about to create a large software project themselves, or who are planning a major overhaul of an existing library or framework. While the focus of the book is clearly on software development and design, it also touches on various organisational and administrative aspects like licensing, dependency management and quality control.

Biological Sequence Analysis

Biological Sequence Analysis

Author: Richard Durbin

Publisher: Cambridge University Press

Published: 1998-04-23

Total Pages: 372

ISBN-13: 113945739X

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Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by large-scale DNA-sequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguistic-grammar-based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionary models for inferring phylogenies of sequences from different organisms. This book gives a unified, up-to-date and self-contained account, with a Bayesian slant, of such methods, and more generally to probabilistic methods of sequence analysis. Written by an interdisciplinary team of authors, it aims to be accessible to molecular biologists, computer scientists, and mathematicians with no formal knowledge of the other fields, and at the same time present the state-of-the-art in this new and highly important field.


Book Synopsis Biological Sequence Analysis by : Richard Durbin

Download or read book Biological Sequence Analysis written by Richard Durbin and published by Cambridge University Press. This book was released on 1998-04-23 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by large-scale DNA-sequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguistic-grammar-based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionary models for inferring phylogenies of sequences from different organisms. This book gives a unified, up-to-date and self-contained account, with a Bayesian slant, of such methods, and more generally to probabilistic methods of sequence analysis. Written by an interdisciplinary team of authors, it aims to be accessible to molecular biologists, computer scientists, and mathematicians with no formal knowledge of the other fields, and at the same time present the state-of-the-art in this new and highly important field.

Biological Sequence Analysis Using the SeqAn C++ Library

Biological Sequence Analysis Using the SeqAn C++ Library

Author: Andreas Gogol-Döring

Publisher: CRC Press

Published: 2017-06-14

Total Pages: 329

ISBN-13: 9781138112827

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An Easy-to-Use Research Tool for Algorithm Testing and Development Before the SeqAn project, there was clearly a lack of available implementations in sequence analysis, even for standard tasks. Implementations of needed algorithmic components were either unavailable or hard to access in third-party monolithic software products. Addressing these concerns, the developers of SeqAn created a comprehensive, easy-to-use, open source C++ library of efficient algorithms and data structures for the analysis of biological sequences. Written by the founders of this project, Biological Sequence Analysis Using the SeqAn C++ Library covers the SeqAn library, its documentation, and the supporting infrastructure. The first part of the book describes the general library design. It introduces biological sequence analysis problems, discusses the benefit of using software libraries, summarizes the design principles and goals of SeqAn, details the main programming techniques used in SeqAn, and demonstrates the application of these techniques in various examples. Focusing on the components provided by SeqAn, the second part explores basic functionality, sequence data structures, alignments, pattern and motif searching, string indices, and graphs. The last part illustrates applications of SeqAn to genome alignment, consensus sequence in assembly projects, suffix array construction, and more. This handy book describes a user-friendly library of efficient data types and algorithms for sequence analysis in computational biology. SeqAn enables not only the implementation of new algorithms, but also the sound analysis and comparison of existing algorithms. Visit SeqAn for more information.


Book Synopsis Biological Sequence Analysis Using the SeqAn C++ Library by : Andreas Gogol-Döring

Download or read book Biological Sequence Analysis Using the SeqAn C++ Library written by Andreas Gogol-Döring and published by CRC Press. This book was released on 2017-06-14 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Easy-to-Use Research Tool for Algorithm Testing and Development Before the SeqAn project, there was clearly a lack of available implementations in sequence analysis, even for standard tasks. Implementations of needed algorithmic components were either unavailable or hard to access in third-party monolithic software products. Addressing these concerns, the developers of SeqAn created a comprehensive, easy-to-use, open source C++ library of efficient algorithms and data structures for the analysis of biological sequences. Written by the founders of this project, Biological Sequence Analysis Using the SeqAn C++ Library covers the SeqAn library, its documentation, and the supporting infrastructure. The first part of the book describes the general library design. It introduces biological sequence analysis problems, discusses the benefit of using software libraries, summarizes the design principles and goals of SeqAn, details the main programming techniques used in SeqAn, and demonstrates the application of these techniques in various examples. Focusing on the components provided by SeqAn, the second part explores basic functionality, sequence data structures, alignments, pattern and motif searching, string indices, and graphs. The last part illustrates applications of SeqAn to genome alignment, consensus sequence in assembly projects, suffix array construction, and more. This handy book describes a user-friendly library of efficient data types and algorithms for sequence analysis in computational biology. SeqAn enables not only the implementation of new algorithms, but also the sound analysis and comparison of existing algorithms. Visit SeqAn for more information.

Genome-Scale Algorithm Design

Genome-Scale Algorithm Design

Author: Veli Mäkinen

Publisher: Cambridge University Press

Published: 2015-05-07

Total Pages: 415

ISBN-13: 1316342948

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High-throughput sequencing has revolutionised the field of biological sequence analysis. Its application has enabled researchers to address important biological questions, often for the first time. This book provides an integrated presentation of the fundamental algorithms and data structures that power modern sequence analysis workflows. The topics covered range from the foundations of biological sequence analysis (alignments and hidden Markov models), to classical index structures (k-mer indexes, suffix arrays and suffix trees), Burrows–Wheeler indexes, graph algorithms and a number of advanced omics applications. The chapters feature numerous examples, algorithm visualisations, exercises and problems, each chosen to reflect the steps of large-scale sequencing projects, including read alignment, variant calling, haplotyping, fragment assembly, alignment-free genome comparison, transcript prediction and analysis of metagenomic samples. Each biological problem is accompanied by precise formulations, providing graduate students and researchers in bioinformatics and computer science with a powerful toolkit for the emerging applications of high-throughput sequencing.


Book Synopsis Genome-Scale Algorithm Design by : Veli Mäkinen

Download or read book Genome-Scale Algorithm Design written by Veli Mäkinen and published by Cambridge University Press. This book was released on 2015-05-07 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-throughput sequencing has revolutionised the field of biological sequence analysis. Its application has enabled researchers to address important biological questions, often for the first time. This book provides an integrated presentation of the fundamental algorithms and data structures that power modern sequence analysis workflows. The topics covered range from the foundations of biological sequence analysis (alignments and hidden Markov models), to classical index structures (k-mer indexes, suffix arrays and suffix trees), Burrows–Wheeler indexes, graph algorithms and a number of advanced omics applications. The chapters feature numerous examples, algorithm visualisations, exercises and problems, each chosen to reflect the steps of large-scale sequencing projects, including read alignment, variant calling, haplotyping, fragment assembly, alignment-free genome comparison, transcript prediction and analysis of metagenomic samples. Each biological problem is accompanied by precise formulations, providing graduate students and researchers in bioinformatics and computer science with a powerful toolkit for the emerging applications of high-throughput sequencing.

Methods in Protein Sequence Analysis

Methods in Protein Sequence Analysis

Author: Jörnvall

Publisher: Birkhäuser

Published: 2013-11-21

Total Pages: 396

ISBN-13: 3034856784

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Methods in protein sequence analysis constitute important fields in rapid progress. We have experienced a continuous increase in analytical sensitivity coupled with decreases in time necessary for purification and analysis. Several generations of sequencers, liquid/solid/gas-phase, have passed by and returned in other shapes during just over two decades. Similarly, the introduction of HPLC permitted an enormous leap forward in this as in other fields of biochemistry, and we now start to see new major advances in purification/analysis through capillary electrophoresis. Furthermore, progress in the field of mass spectrometry has matched that in chemical analysis and we witness continuous development, now emphasizing ion spray and other mass spectrometric approaches. In short, protein analysis has progressed in line with other developments in modern science and constitutes an indispensable, integral part of present-day molecular biology. Even the available molecular tools, in the form of proteases with different specificities, have increased in number, although we still have far to go to reach an array of "restriction proteases" like the sets of nucleases available to the molecular geneticist. Of course, conferences have been devoted to protein sequence analysis, in particular the MPSA (Methods in Protein Sequence Analysis) series, of which the 8th conference took place in Kiruna, Sweden, July 1-6 1990. Again, we witnessed much progress, saw new instruments, and experienced further interpretational insights into protein mechanisms and functions.


Book Synopsis Methods in Protein Sequence Analysis by : Jörnvall

Download or read book Methods in Protein Sequence Analysis written by Jörnvall and published by Birkhäuser. This book was released on 2013-11-21 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods in protein sequence analysis constitute important fields in rapid progress. We have experienced a continuous increase in analytical sensitivity coupled with decreases in time necessary for purification and analysis. Several generations of sequencers, liquid/solid/gas-phase, have passed by and returned in other shapes during just over two decades. Similarly, the introduction of HPLC permitted an enormous leap forward in this as in other fields of biochemistry, and we now start to see new major advances in purification/analysis through capillary electrophoresis. Furthermore, progress in the field of mass spectrometry has matched that in chemical analysis and we witness continuous development, now emphasizing ion spray and other mass spectrometric approaches. In short, protein analysis has progressed in line with other developments in modern science and constitutes an indispensable, integral part of present-day molecular biology. Even the available molecular tools, in the form of proteases with different specificities, have increased in number, although we still have far to go to reach an array of "restriction proteases" like the sets of nucleases available to the molecular geneticist. Of course, conferences have been devoted to protein sequence analysis, in particular the MPSA (Methods in Protein Sequence Analysis) series, of which the 8th conference took place in Kiruna, Sweden, July 1-6 1990. Again, we witnessed much progress, saw new instruments, and experienced further interpretational insights into protein mechanisms and functions.

Methods in Protein Sequence Analysis

Methods in Protein Sequence Analysis

Author: Brigitte Wittmann-Liebold

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 608

ISBN-13: 3642738346

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"Methods in Protein Sequence Analysis - 1988" - contains selected contributions on modern protein- analytical techniques as presented by speakers at the Seventh International Conference on "Methods in Protein Sequence Analysis", held from July 3rd to July 8th, 1988 in Berlin. The book contains information on new methodologies for sensitive amino acid analysis, N- and C-terminal sequence analysis, and protein and peptide purification. In addition recent mass spectrometric approaches are described, as an alter native technique to the common stepwise degradative sequence analysis of polypeptides by the Edman method. The book presents new possibilities in the design of sequencers and sophisticated equipment for the structural analysis of peptides and proteins. It describes practical approaches for the investigation of protein domains and protein complexes, and contains review chapters on the crystallization of cell organelles as well as on recent theoretical aspects of protein folding mechanisms. The nature of protein folding is not yet understood, but further advances in this area would greatly enhance our present knowledge of protein structure and function. Further, the book gives examples of the application of gene technology to protein characterization and to the design of new proteins. This enables new studies on the structure and function of proteins to be made, and opens up efficient approaches to the design of drugs.


Book Synopsis Methods in Protein Sequence Analysis by : Brigitte Wittmann-Liebold

Download or read book Methods in Protein Sequence Analysis written by Brigitte Wittmann-Liebold and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Methods in Protein Sequence Analysis - 1988" - contains selected contributions on modern protein- analytical techniques as presented by speakers at the Seventh International Conference on "Methods in Protein Sequence Analysis", held from July 3rd to July 8th, 1988 in Berlin. The book contains information on new methodologies for sensitive amino acid analysis, N- and C-terminal sequence analysis, and protein and peptide purification. In addition recent mass spectrometric approaches are described, as an alter native technique to the common stepwise degradative sequence analysis of polypeptides by the Edman method. The book presents new possibilities in the design of sequencers and sophisticated equipment for the structural analysis of peptides and proteins. It describes practical approaches for the investigation of protein domains and protein complexes, and contains review chapters on the crystallization of cell organelles as well as on recent theoretical aspects of protein folding mechanisms. The nature of protein folding is not yet understood, but further advances in this area would greatly enhance our present knowledge of protein structure and function. Further, the book gives examples of the application of gene technology to protein characterization and to the design of new proteins. This enables new studies on the structure and function of proteins to be made, and opens up efficient approaches to the design of drugs.

Modern C++ Design

Modern C++ Design

Author: Andrei Alexandrescu

Publisher: Addison-Wesley Professional

Published: 2001

Total Pages: 352

ISBN-13: 9780201704310

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This title documents a convergence of programming techniques - generic programming, template metaprogramming, object-oriented programming and design patterns. It describes the C++ techniques used in generic programming and implements a number of industrial strength components.


Book Synopsis Modern C++ Design by : Andrei Alexandrescu

Download or read book Modern C++ Design written by Andrei Alexandrescu and published by Addison-Wesley Professional. This book was released on 2001 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title documents a convergence of programming techniques - generic programming, template metaprogramming, object-oriented programming and design patterns. It describes the C++ techniques used in generic programming and implements a number of industrial strength components.

Post-translational Processing

Post-translational Processing

Author: S. J. Higgins

Publisher: OUP Oxford

Published: 1999-05-20

Total Pages: 338

ISBN-13: 0191566039

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Post - Translational Modification: A Practical Approach and its companion volume Protein Expression: A Practical Approach form the final part of the PAS mini-series on protein synthesis and processing. This volume begins with a chapter on protein sequencing followed by a chapter on protein folding and import into organelles. The next three chapters cover the three major forms of covalent modification: phosphorylation, glycosylation, and lipid modification. Proteolytic processing the is the next topic and the final two chapters are concerned with protein turnover in mammalian cells and yeast. This book is a comprehensive volume of the best current methodology and is designed to be used at the bench or away from the bench to gain insight into future experimental approached.


Book Synopsis Post-translational Processing by : S. J. Higgins

Download or read book Post-translational Processing written by S. J. Higgins and published by OUP Oxford. This book was released on 1999-05-20 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Post - Translational Modification: A Practical Approach and its companion volume Protein Expression: A Practical Approach form the final part of the PAS mini-series on protein synthesis and processing. This volume begins with a chapter on protein sequencing followed by a chapter on protein folding and import into organelles. The next three chapters cover the three major forms of covalent modification: phosphorylation, glycosylation, and lipid modification. Proteolytic processing the is the next topic and the final two chapters are concerned with protein turnover in mammalian cells and yeast. This book is a comprehensive volume of the best current methodology and is designed to be used at the bench or away from the bench to gain insight into future experimental approached.

Computer Analysis of Sequence Data, Part I

Computer Analysis of Sequence Data, Part I

Author: Annette M. Griffin

Publisher: Springer Science & Business Media

Published: 2008-02-02

Total Pages: 370

ISBN-13: 1592595111

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DNA sequencing has become increasingly efficient over the years, resulting in an enormous increase in the amount of data gen- ated. In recent years, the focus of sequencing has shifted, from being the endpoint of a project, to being a starting point. This is especially true for such major initiatives as the human genome project, where vast tracts of DNA of unknown function are sequenced. This sheer volume of available data makes advanced computer methods ess- tial to analysis, and a familiarity with computers and sequence ana- sis software a vital requirement for the researcher involved with DNA sequencing. Even for nonsequencers, a familiarity with sequence analysis software can be important. For instance, gene sequences already present in the databases can be extremely useful in the design of cloning and genetic manipulation experiments. This two-part work on Analysis of Data is designed to be a practical aid to the researcher who uses computers for the acquisition, storage, or analysis of nucleic acid (and/or p- tein) sequences. Each chapter is written such that a competent sci- tist with basic computer literacy can carry out the procedure successfully at the first attempt by simply following the detailed pr- tical instructions that have been described by the author. A Notes section, which is included at the end of each chapter, provides advice on overcoming the common problems and pitfalls sometimes enco- tered by users of the sequence analysis software. Software packages for both the mainframe and personal computers are described.


Book Synopsis Computer Analysis of Sequence Data, Part I by : Annette M. Griffin

Download or read book Computer Analysis of Sequence Data, Part I written by Annette M. Griffin and published by Springer Science & Business Media. This book was released on 2008-02-02 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: DNA sequencing has become increasingly efficient over the years, resulting in an enormous increase in the amount of data gen- ated. In recent years, the focus of sequencing has shifted, from being the endpoint of a project, to being a starting point. This is especially true for such major initiatives as the human genome project, where vast tracts of DNA of unknown function are sequenced. This sheer volume of available data makes advanced computer methods ess- tial to analysis, and a familiarity with computers and sequence ana- sis software a vital requirement for the researcher involved with DNA sequencing. Even for nonsequencers, a familiarity with sequence analysis software can be important. For instance, gene sequences already present in the databases can be extremely useful in the design of cloning and genetic manipulation experiments. This two-part work on Analysis of Data is designed to be a practical aid to the researcher who uses computers for the acquisition, storage, or analysis of nucleic acid (and/or p- tein) sequences. Each chapter is written such that a competent sci- tist with basic computer literacy can carry out the procedure successfully at the first attempt by simply following the detailed pr- tical instructions that have been described by the author. A Notes section, which is included at the end of each chapter, provides advice on overcoming the common problems and pitfalls sometimes enco- tered by users of the sequence analysis software. Software packages for both the mainframe and personal computers are described.

Sequence Analysis in Molecular Biology

Sequence Analysis in Molecular Biology

Author: Gunnar Von Heijne

Publisher: Elsevier

Published: 2012-12-02

Total Pages: 203

ISBN-13: 032316028X

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Sequence Analysis in Molecular Biology: Treasure Trove or Trivial Pursuit presents the methods for sequence analysis of DNA and proteins. This book contains eight chapters that consider the sequence analysis either directly on a microcomputer or using one of the main sequence/programs data banks. This book starts with a description of the main nucleic acid and protein sequence data banks, followed by a short section on the ""housekeeping aids"" that the computer can provide during a sequencing project. Chapters 4 and 5 deal with nucleic acid and protein sequence analysis. Chapter 6 treats algorithms for homology searching and sequence alignments. Chapter 7 presents some selected examples of how computer modeling can help decide whether an observed sequence pattern is significant or not, and how computer simulation is sometimes used to get a feeling for the behavior of intrinsically complex sequence-dependent processes. Chapter 8 contains some comments on the role of theoretical sequence analysis in molecular biology. This book is directed toward molecular biologists.


Book Synopsis Sequence Analysis in Molecular Biology by : Gunnar Von Heijne

Download or read book Sequence Analysis in Molecular Biology written by Gunnar Von Heijne and published by Elsevier. This book was released on 2012-12-02 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sequence Analysis in Molecular Biology: Treasure Trove or Trivial Pursuit presents the methods for sequence analysis of DNA and proteins. This book contains eight chapters that consider the sequence analysis either directly on a microcomputer or using one of the main sequence/programs data banks. This book starts with a description of the main nucleic acid and protein sequence data banks, followed by a short section on the ""housekeeping aids"" that the computer can provide during a sequencing project. Chapters 4 and 5 deal with nucleic acid and protein sequence analysis. Chapter 6 treats algorithms for homology searching and sequence alignments. Chapter 7 presents some selected examples of how computer modeling can help decide whether an observed sequence pattern is significant or not, and how computer simulation is sometimes used to get a feeling for the behavior of intrinsically complex sequence-dependent processes. Chapter 8 contains some comments on the role of theoretical sequence analysis in molecular biology. This book is directed toward molecular biologists.