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Introduction to Biological Networks

Alpan Raval and Animesh Ray
Publisher: 
Chapman & Hall/CRC
Publication Date: 
2013
Number of Pages: 
321
Format: 
Hardcover
Series: 
Chapman & Hall/CRC Mathematical and Computational Biology Series
Price: 
79.95
ISBN: 
9781584884637
Category: 
Monograph
We do not plan to review this book.

The Living Interactome
Biological Function Depends on Context
The Nature of Interactions
Network as a Metaphor in Biology
Metabolic Networks
Robustness at the Network Level

Experimental Inference of Interactions
Direct versus Indirect Inference of Interactions
Physical versus Genetic Interactions
The Two-Hybrid Interaction
Affinity Co-Purification
DNA-Protein Interactions
Classification and Interpretation of Genetic Interactions
Inference of Genetic Interactions

Prediction of Physical Interactions
Entropy and Information
Boolean Networks REVEAL Regulatory Interactions
Variants of the REVEAL Method
Dynamic Bayesian Networks
Predicting Protein-Protein Interactions
Data Integration to Improve Prediction Performance

Metabolic Networks and Genetic Interactions
Optimal Metabolic States and Flux Balance Analysis
Minimization of Metabolic Adjustment and Gene Deletions
Predicting Genetic Interactions among Metabolic Genes
General Methods for Predicting Genetic Interactions
Approaches for Integrated Prediction of Networks

Testing Inferred Networks
Co-Expression as a Test of Physical Interaction
An Experimental Test of Predicted Protein-Protein Interactions
Combining Protein Interactions Discovered by High-Throughput Experiments
From Curated Protein-Protein Interactions to Protein Complexes
Testing DNA-Protein Interactions
Congruence of Biological Function among Interacting Partners
Testing Genetic Interactions
Structure-Based Tests of Interaction

Small Model Networks
Life Cycle of the Lambda Phage
Interaction Network in the Lysis-Lysogeny Decision
Recruitment of Proteins as a Theme in Regulatory Networks
The Network of Cell Cycle Regulation

Tractable Models of Large Networks
Models of Regular Networks
Random Network Models
Evolving Networks by Preferential Attachment
Evolving Networks Based on Gene Duplication
Reconstruction of Ancient Networks from Modern Ones
Large-Scale Biophysics-Inspired Models for Protein Interaction Networks

Network Modularity and Robustness
Modularity Implies Robustness in the Drosophila Segment Polarity Network
Topological and Functional Aspects of Network Modularity
Robustness Implications of Topology of Biological Networks
Robustness and Network Dynamics
Network Robustness by Rewiring

Networks and Disease
Disease Loci Identification and Mapping
Network as a Paradigm for Linking Diseases and Disease Genes
Network-Based Prediction of Disease Genes
Network Analysis of Disease Mechanisms and Disease Response
Network-Based Prediction of Disease Comorbidity
Cancer and Synthetic Lethality

 

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