Protein Networks and Pathway Analysis
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Beschreibung
From the beginning of the OMICs biology era, science has been pursuing the reduction of the complex "genome-wide" assays in order to understand the essential biology that lies beneath it. In Protein Networks and Pathway Analysis, expert practitioners present a compilation of methods of functional data analysis, often referred to as "systems biology," and its applications in drug discovery, medicine and basic disease research. The volume is divided into three convenient sections, covering the elucidation of protein, compound and gene interactions, analytical tools, including networks, interactome and ontologies, and applications of functional analysis. As a volume in the highly successful Methods in Molecular Biology™ series, this work provides detailed descriptions and hands-on implementation advice.
Authoritative and cutting-edge, Protein Networks and Pathway Analysis presents both "wet lab" experimental methods and computational toolsin order to cover a broad spectrum of issues in this fascinating new field.
From the beginning of the OMICs biology era, science has been pursuing the reduction of the complex "genome-wide" assays in order to understand the essential biology that lies beneath it. In Protein Networks and Pathway Analysis, expert practitioners present a compilation of methods of functional data analysis, often referred to as "systems biology," and its applications in drug discovery, medicine and basic disease research. The volume is divided into three convenient sections, covering the elucidation of protein, compound and gene interactions, analytical tools, including networks, interactome and ontologies, and applications of functional analysis. As a volume in the highly successful Methods in Molecular Biology™ series, this work provides detailed descriptions and hands-on implementation advice. Authoritative and cutting-edge, Protein Networks and Pathway Analysis presents both "wet lab" experimental methods and computational tools in order to cover a broad spectrum of issues in this fascinating new field.
A broad overview of experimental and analytical methods of functional data analysis written by the leaders in the field Details multiple aspects of biological networks, from collecting binary interactions to building algorithms and modeling Provides a guide to real life and research applications of current methods of systems biology Covers a wide range of cell-based assay formats and systems Presents a modular approach to experimental design, covering model biological systems, screening modalities, detection technologies, and approaches to data analysis Comprehensive guide to developing, running, and analyzing cell-based assays in high-throughput screening Includes supplementary material: sn.pub/extras
Autor*in
Yuri Nikolsky
Themen in »Protein Networks and Pathway Analysis«
Biological ontology Computer methods Functional analysis Gene interactions Microarray Software tools Systems biology bioinformatics biology data analysis genes knowledge management miRNAs molecular biology transcription