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Practical Protein Bioinformatics

Specificaties
Gebonden, 106 blz. | Engels
Springer International Publishing | 2015e druk, 2014
ISBN13: 9783319127262
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Springer International Publishing 2015e druk, 2014 9783319127262
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Samenvatting

This book describes more than 60 web-accessible computational tools for protein analysis and is totally practical, with detailed explanations on how to use these tools and interpret their results and minimal mentions to their theoretical basis (only when that is required for making a better use of them). It covers a wide range of tools for dealing with different aspects of proteins, from their sequences, to their three-dimensional structures, and the biological networks they are immersed in. The selection of tools is based on the experience of the authors that lead a protein bioinformatics facility in a large research centre, with the additional constraint that the tools should be accessible through standard web browsers without requiring the local installation of specific software, command-line tools, etc.

The web tools covered include those aimed to retrieve protein information, look for similar proteins, generate pair-wise and multiple sequence alignments of protein sequences, work with protein domains and motifs, study the phylogeny of a family of proteins, retrieve, manipulate and visualize protein three-dimensional structures, predict protein structural features as well as whole three-dimensional structures, extract biological information from protein structures, summarize large protein sets, study protein interaction and metabolic networks, etc.

The book is associated to a dynamic web site that will reflect changes in the web addresses of the tools, updates of these, etc. It also contains QR codes that can be scanned with any device to direct its browser to the tool web site.

This monograph will be most valuable for researchers in experimental labs without specific knowledge on bioinformatics or computing.

Specificaties

ISBN13:9783319127262
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:106
Uitgever:Springer International Publishing
Druk:2015

Inhoudsopgave

<p>INTRODUCTION </p><p>1. SEQUENCES<br>- INTRODUCTION <br>- REPRESENTING PROTEIN SEQUENCES IN THE COMPUTER Sequence file formats <br>Sequence format conversion tools <br>MAIN PROTEIN SEQUENCE DATABASES <br>BASIC SEQUENCE-BASED CHARACTERISTICS <br>COMPARE TWO PROTEIN SEQUENCES <br>Types of pair-wise sequence alignments <br>FINDING SIMILAR SEQUENCES IN A DATABASE (BASIC) <br>Which sequence database to search? <br>BLAST <br>COMPARE MORE THAN TWO SEQUENCES <br>Multiple Sequence Alignments: Formats and Conversion <br>Alignment editing and representation <br>Summarizing MSAs <br>FINDING SIMILAR SEQUENCES IN A DATABASE (ADVANCED) Sequence profiles <br>Iterative profile construction <br>HMM profile search against a sequence database <br>HMM profile search against a profile database <br>PROTEIN MOTIFS, DOMAINS AND FAMILIES <br>BASIC PHYLOGENY </p><p>2. STRUCTURES <br>INTRODUCTION <br>Storing protein structures – The PDB file format <br>MAIN PROTEIN STRUCTURE DATABASES <br>Classifications of structural domains <br>STRUCTURE MANIPULATION, VISUALIZATION AND COMPARISON <br>Structure Manipulation and Visualization <br>Structure Comparison <br>PREDICTION OF 1D STRUCTURAL FEATURES <br>Secondary structure and solvent accessibility <br>Transmembrane segments <br>Coiled-coils <br>Disordered regions <br>Protein sorting signals <br>PREDICTING PROTEIN 3D STRUCTURE <br>Template-based (homology-based approaches) <br>Template-based (fragment-based approaches) <br>Model quality checks <br>ANALYSIS OF PROTEIN STRUCTURE <br>Mapping conservation <br>Protein and ligand contacts <br>Surface clefts, binding pockets, tunnels and internal cavities </p><p>3. SYSTEMS <br>INTRODUCTION <br>Protein/gene functional annotations <br>ID conversions <br>ANNOTATION ENRICHMENT ANALYSIS OF LARGE PROTEINS SETS <br>PROTEIN INTERACTION NETWORKS <br>METABOLIC NETWORKS <br>Retrieve the metabolic-related information associated to a protein of interest <br>Map a large set of proteins in the metabolome <br>OTHER BIOLOGICAL NETWORKS </p><p>BIBLIOGRAPHY </p><p>HOW TO</p><p>TOOLS INDEX </p><p>
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        Practical Protein Bioinformatics