Protein bioinformatics : from protein modifications and networks to proteomics
著者
書誌事項
Protein bioinformatics : from protein modifications and networks to proteomics
(Methods in molecular biology / John M. Walker, series editor, 1558)(Springer protocols)
Humana Press, c2017
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This volume introduces bioinformatics research methods for proteins, with special focus on protein post-translational modifications (PTMs) and networks. This book is organized into four parts and covers the basic framework and major resources for analysis of protein sequence, structure, and function; approaches and resources for analysis of protein PTMs, protein-protein interactions (PPIs) and protein networks, including tools for PPI prediction and approaches for the construction of PPI and PTM networks; and bioinformatics approaches in proteomics, including computational methods for mass spectrometry-based proteomics and integrative analysis for alternative splice isoforms, for functional discovery. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory or computational protocols, and tips on troubleshooting and avoiding known pitfalls.
Cutting-edge and thorough, Protein Bioinformatics: From Protein Modifications and Networks to Proteomics is a valuable resource for readers who wish to learn about state-of-the-art bioinformatics databases and tools, novel computational methods, and future trends in protein and proteomic data analysis in systems biology. This book is useful to researchers who work in the biotechnology and pharmaceutical industries, and in various academic departments, such as biological and medical sciences and computer sciences and engineering.
目次
Preface...
Table of Contents...
Contributing Authors...
Part I Fundamentals of Protein Bioinformatics
1. Protein Bioinformatics Databases and Resources
Chuming Chen, Hongzhan Huang, and Cathy H. Wu
2. UniProt Protein Knowledgebase
Sangya Pundir, Maria J. Martin, and Claire O'Donovan
3. Tutorial on Protein Ontology Resources
Cecilia N. Arighi, Harold Drabkin, Karen R. Christie, Karen E. Ross, and Darren Natale
4. CATH-Gene3D: Generation of the Resource and its Use in Obtaining Structural and Functional Annotations for Protein Sequences
Natalie L. Dawson, Ian Sillitoe, Jonathan G. Lees, Su Datt Lam, and Christine A. Orengo
5. Structure-Based Virtual Screening
Qingliang Li and Salim Shah
Part II Protein PTM (Post-Translational Modification) Bioinformatics
6. Bioinformatics Analysis of Protein Phosphorylation in Plant Systems Biology Using P3DB
Qiuming Yao and Dong Xu
7. Navigating the Glycome Space and Connecting the Glycoproteome
< Matthew P. Campbell, Robyn A. Peterson, Elisabeth Gasteiger, Julien Mariethoz, Frederique Lisacek, and Nicolle H. Packer
<
8. Impact of Nonsynonymous Single-Nucleotide Variations on Post-Translational Modification Sites in Human Proteins
13. NDEx: A Community Resource for Sharing and Publishing of Biological Networks
Rudolf T. Pillich, Jing Chen, Vladimir Rynkov, David Welker, and Dexter Pratt
14. Bioinformatics Analysis of Functional Associations of PTMs
Pablo Minguez and Peer Bork
15. Bioinformatics Analysis of PTM-Modified Protein Interaction Networks and Complexes
Jonathan Woodsmith, Ulrich Stelzl, and Arunachalam Vinayagam
16. iPTMnet: Integrative Bioinformatics for Studying PTM Networks
Karen E. Ross, Hongzhan Huang, Jia Ren, Cecilia N. Arighi, Gang Li, Catalina O. Tudor, Mengxi Lv, Jung-Youn Lee, Sheng-Chih Chen, K. Vijay-Shanker, and Cathy H. Wu
Part IV Proteomic Bioinformatics
17. Protein Identification from Tandem Mass Spectra by Database Searching
Nathan J. Edwards
18. Bioinformatics Analysis of Top-Down Mass Spectrometry Data with ProSight Lite
Caroline J. DeHart, Ryan T. Fellers, Luca Fornelli, Neil L. Kelleher, and Paul M. Thomas
19. Mapping Biological Networks from Quantitative Data-Independent Acquisition Mass Spectrometry Proteomic Data: Data to Knowledge Pipelines
Erin L. Crowgey, Andrea Matlock, Vidya Venkatraman, Justyna Fert-Bober, and Jennifer E. Van Eyk
20. Annotation of Alternatively Spliced Proteins and Transcripts with Protein-Folding Algorithms and Isoform-Level Functional Networks
Hongdong Li, Yang Zhang, Yuanfang Guan, Rajasree Menon, and Gilbert S. Omenn
21. Computational and Statistical Methods for High-Throughput Mass Spectrometry Based PTMs Analysis
Veit Schwammle and Marc Vaudel
22. Cross-Species PTM Mapping from Phosphoproteomic Data
Rima Chaudhuri and Jean Yee Hwa Yang
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