Computational Methods for Protein Structure Prediction and Modeling

Computational Methods for Protein Structure Prediction and Modeling
Author: Ying Xu
Publisher: Springer Science & Business Media
Total Pages: 408
Release: 2007-08-24
Genre: Science
ISBN: 0387683720

Download Computational Methods for Protein Structure Prediction and Modeling Book in PDF, Epub and Kindle

Volume One of this two-volume sequence focuses on the basic characterization of known protein structures, and structure prediction from protein sequence information. Eleven chapters survey of the field, covering key topics in modeling, force fields, classification, computational methods, and structure prediction. Each chapter is a self contained review covering definition of the problem and historical perspective; mathematical formulation; computational methods and algorithms; performance results; existing software; strengths, pitfalls, challenges, and future research.

Computational Methods for Protein Structure Prediction and Modeling

Computational Methods for Protein Structure Prediction and Modeling
Author: Ying Xu
Publisher: Springer Science & Business Media
Total Pages: 335
Release: 2010-05-05
Genre: Science
ISBN: 0387688250

Download Computational Methods for Protein Structure Prediction and Modeling Book in PDF, Epub and Kindle

Volume Two of this two-volume sequence presents a comprehensive overview of protein structure prediction methods and includes protein threading, De novo methods, applications to membrane proteins and protein complexes, structure-based drug design, as well as structure prediction as a systems problem. A series of appendices review the biological and chemical basics related to protein structure, computer science for structural informatics, and prerequisite mathematics and statistics.

Computational Methods in Protein Evolution

Computational Methods in Protein Evolution
Author: Tobias Sikosek
Publisher: Humana
Total Pages: 0
Release: 2018-10-09
Genre: Science
ISBN: 9781493987351

Download Computational Methods in Protein Evolution Book in PDF, Epub and Kindle

This volume presents a diverse collection of methodologies used to study various problems at the protein sequence and structure level. The chapters in this book look at issues ranging from broad concepts like protein space to specifics like antibody modeling. Topics include point mutations, gene duplication, de novo emergence of new genes, pairwise correlated mutations, ancestral protein reconstruction, homology modelling, protein stability and dynamics, and protein-protein interactions. The book also covers a wide range of computational approaches, including sequence and structure alignments, phylogenies, physics-based and mathematical approaches, machine learning, and more. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and prerequisites, step-by-step, readily reproducible computational protocols (using command line or graphical user interfaces, sometimes including computer code), and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and authoritative, Computational Methods in Protein Evolution is a valuable resource that offers useful workflows and techniques that will help both novice and expert researchers working with proteins computationally.

Sequence — Evolution — Function

Sequence — Evolution — Function
Author: Eugene V. Koonin
Publisher: Springer Science & Business Media
Total Pages: 482
Release: 2013-06-29
Genre: Science
ISBN: 1475737831

Download Sequence — Evolution — Function Book in PDF, Epub and Kindle

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.

Protein Evolution

Protein Evolution
Author: Laszlo Patthy
Publisher: John Wiley & Sons
Total Pages: 392
Release: 2009-03-12
Genre: Science
ISBN: 1444308882

Download Protein Evolution Book in PDF, Epub and Kindle

This book provides an up-to-date summary of the principles of protein evolution and discusses both the methods available to analyze the evolutionary history of proteins as well as those for predicting their structure-function relationships. Includes a significantly expanded chapter on genome evolution to cover genomes of model organisms sequenced since the completion of the first edition, and organelle genome evolution Retains its reader-friendly, accessible style and organization Contains an updated glossary and new references, including a list of online reference sites

Protein Engineering Protocols

Protein Engineering Protocols
Author: Kristian Müller
Publisher: Springer Science & Business Media
Total Pages: 318
Release: 2007-10-26
Genre: Science
ISBN: 1597451878

Download Protein Engineering Protocols Book in PDF, Epub and Kindle

Protein engineering is a fascinating mixture of molecular biology, protein structure analysis, computation, and biochemistry, with the goal of developing useful or valuable proteins. Protein Engineering Protocols will consider the two general, but not mutually exclusive, strategies for protein engineering. The first is known as rational design, in which the scientist uses detailed knowledge of the structure and function of the protein to make desired changes. The s- ond strategy is known as directed evolution. In this case, random mutagenesis is applied to a protein, and selection or screening is used to pick out variants that have the desired qualities. By several rounds of mutation and selection, this method mimics natural evolution. An additional technique known as DNA shuffling mixes and matches pieces of successful variants to produce better results. This process mimics recombination that occurs naturally during sexual reproduction. The first section of Protein Engineering Protocols describes rational p- tein design strategies, including computational methods, the use of non-natural amino acids to expand the biological alphabet, as well as impressive examples for the generation of proteins with novel characteristics. Although procedures for the introduction of mutations have become routine, predicting and und- standing the effects of these mutations can be very challenging and requires profound knowledge of the system as well as protein structures in general.

Protein Engineering Techniques

Protein Engineering Techniques
Author: Krishna Mohan Poluri
Publisher: Springer
Total Pages: 144
Release: 2016-11-12
Genre: Technology & Engineering
ISBN: 9811027323

Download Protein Engineering Techniques Book in PDF, Epub and Kindle

This brief provides a broad overview of protein-engineering research, offering a glimpse of the most common experimental methods. It also presents various computational programs with applications that are widely used in directed evolution, computational and de novo protein design. Further, it sheds light on the advantages and pitfalls of existing methodologies and future perspectives of protein engineering techniques.

Computational Molecular Evolution

Computational Molecular Evolution
Author: Ziheng Yang
Publisher: Oxford University Press, USA
Total Pages: 374
Release: 2006-10-05
Genre: Medical
ISBN: 0198566999

Download Computational Molecular Evolution Book in PDF, Epub and Kindle

This book describes the models, methods and algorithms that are most useful for analysing the ever-increasing supply of molecular sequence data, with a view to furthering our understanding of the evolution of genes and genomes.

Computational Methods for Protein Structure Prediction and Modeling

Computational Methods for Protein Structure Prediction and Modeling
Author: Ying Xu
Publisher: Springer
Total Pages: 0
Release: 2010-12-01
Genre: Science
ISBN: 9781441922069

Download Computational Methods for Protein Structure Prediction and Modeling Book in PDF, Epub and Kindle

Volume Two of this two-volume sequence presents a comprehensive overview of protein structure prediction methods and includes protein threading, De novo methods, applications to membrane proteins and protein complexes, structure-based drug design, as well as structure prediction as a systems problem. A series of appendices review the biological and chemical basics related to protein structure, computer science for structural informatics, and prerequisite mathematics and statistics.