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Sequence Analysis and Modern C++

Author: Hannes Hauswedell

Publisher: Springer Nature

Published: 2022-03-07

Total Pages: 350

ISBN-13: 3030909905

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

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.

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.

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.

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.

Sequence — Evolution — Function

Author: Eugene V. Koonin

Publisher: Springer Science & Business Media

Published: 2013-06-29

Total Pages: 482

ISBN-13: 1475737831

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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.

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.

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.

Methods in Protein Sequence Analysis

Author: K. Imahori

Publisher: Springer Science & Business Media

Published: 2013-06-29

Total Pages: 307

ISBN-13: 1489916032

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The Ninth International Conference on Methods in Protein Sequence Analysis was held for the first time in Asia from September 20 to September 24, 1992 in Otsu (a city near Kyoto), Japan. Approximately 400 delegates attended the meeting. Forty papers were presented orally and 147 poster presentations were discussed. Academic sessions were held from early in the morning until late in the evening. We are confident that the Conference was successful in providing up-to-date information about methods in protein sequence analysis to all participants. Moreover, with the knowledge and understanding of the present standard of various methods of analysis that are being used and will be used, we were able to clarify areas that need to be evaluated, to be improved and be explored further. Major topics in the Conference mostly covered areas in the methodology of protein sequence analysis, such as: micropreparation and microsequencing of proteins, mass spectrometry, post-translational modification, prediction and database analysis, and analysis of protein structures of special interests. The evolution of genetic engineering in molecular biology has greatly accelerated the accumulation of knowledge on the amino acid sequence of novel proteins regardless of whether they are expressed or not expressed in living organisms. In the early stage of accumulation of structural information, the amino acid sequence itself is worthy of notice.

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.