Protein Networks and Pathway Analysis

图书简介

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.

I: Interactions.- Mining Protein–Protein Interactions from Published Literature Using Linguamatics I2E.- Relative Avidity, Specificity, and Sensitivity of Transcription Factor–DNA Binding in Genome-Scale Experiments.- Curation of Inhibitor-Target Data: Process and Impact on Pathway Analysis.- Profiling Protein Interaction Networks with Functional Protein Microarrays.- Manual Annotation of Protein Interactions.- II: Analysis.- Gene Set Enrichment Analysis.- PANTHER Pathway: An Ontology-Based Pathway Database Coupled with Data Analysis Tools.- Prioritizing Genes for Pathway Impact Using Network Analysis.- Discovering Biological Networks from Diverse Functional Genomic Data.- Functional Analysis of OMICs Data and Small Molecule Compounds in an Integrated “Knowledge-Based” Platform.- Kinetic Modeling as a Tool to Integrate Multilevel Dynamic Experimental Data.- Cytoscape: A Community-Based Framework for Network Modeling.- Semantic Data Integration and Knowledge Management to Represent Biological Network Associations.- Solutions for Complex, Multi Data Type and Multi Tool Analysis: Principles and Applications of Using Workflow and Pipelining Methods.- III: Applications.- High-Throughput siRNA Screening as a Method of Perturbation of Biological Systems and Identification of Targeted Pathways Coupled with Compound Screening.- Pathway and Network Analysis with High-Density Allelic Association Data.- miRNAs: From Biogenesis to Networks.- MetaMiner (CF): A Disease-Oriented Bioinformatics Analysis Environment.- Translational Research and Biomedical Informatics.- ArrayTrack: An FDA and Public Genomic Tool.

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Protein Networks and Pathway Analysis（Methods in Molecular Biology） 生物数学

Protein Networks and Pathway Analysis（Methods in Molecular Biology）
生物数学