Protein-protein Interactions and Networks
Identification, Computer Analysis, and Prediction
Buch in deiner Nähe kaufen
Beschreibung
The biological interactions of living organisms, and protein-protein interactions in particular, are astonishingly diverse and present numerous challenges to modern biomolecular research because of their complexity. Analysis of patterns and principles governing these interactions has prompted a rapid development of computational methods to identify protein interaction partners and to understand the roles of individual components of protein interaction networks in cell functions.
This book integrates different approaches from bioinformatics, biochemistry, computational analysis and systems biology to offer the reader a comprehensive global view of the diverse data on protein-protein interactions and protein interaction networks. It brings together the descriptions of experimental techniques and expounds on different computational algorithms for protein network analysis and prediction of protein and domain interactions, with each chapter containing a description of the problem, a review of methods and algorithms, a list of resources and current conclusions.
Features
• Reviews experimental techniques for identification of protein interactions
• Discusses protein interaction databases and methods of integrating data from diverse sources
• Describes computational methods to predict protein and domain interaction partners
• Explores the properties of interaction interfaces and highlights approaches to model the assembly of protein complexes
• Examines the topological and dynamical properties of protein interaction networks and presents the tools for comparative analysis of these networks
Written by leading experts, Protein-protein Interactions and Networks provides a broad, thorough and multidisciplinary coverage of this field. It will be invaluable to researchers from academia and the bioinformatics industry, as well as an excellent auxiliary text for graduate studentsstudying the topic.
Integrates different approaches from bioinformatics, biochemistry, computational analysis and systems biology to offer the reader a global view of the diverse data on protein-protein interactions and protein interaction networks
Protein-protein interactions and networks: identification, analysis and prediction brings together the descriptions of experimental techniques and expounds on different computational algorithms for protein network analysis and prediction of protein and domain interactions
Each chapter contains a description of the problem, a review of methods and algorithms, a list of online resources, conclusions and future directions
Offering broad coverage on the topic, this book will be of interest to researchers from academia and the bioinformatics industry; will also be of use to graduate students studying the topic
Integrates different approaches which contribute to the understanding of the most recent advances in the field of protein-protein interactions and protein interaction networks Includes a review of experimental techniques, databases and various computational methods for prediction and analysis of protein interactions and their networks Provides comprehensive coverage
Autor*in
Anna Panchenko
Themen in »Protein-protein Interactions and Networks«
Homology modelling Network evolution Protein complex Protein function prediction Protein interaction prediction Protein interactions Protein networks Systems biology algorithms bioinformatics biology databases protein complexes
Stimmen zu »Protein-protein Interactions and Networks«
From the reviews:
"This book consists of nine papers, written by diverse authors, each of which discusses specific problems in the area of protein-protein interactions, and different approaches to solving these problems. … offers a high-level overview of computational methods for predicting protein interactions. … This book is geared more toward biologist … ." (D. Bollman, ACM Computing Reviews, January, 2009)
()