Book Title: Biomolecular Networks -- Computational Methods and Applications in Bioinformatics and Systems Biology
Authors: Luonan Chen,
Rui-Sheng Wang,
Xiang-Sun Zhang
To be published in the
Wiley Book Series On Bioinformatics in 2008
Background:
With the sequencing of several main genomes finished, we have entered into an
era of post-genomics or systems biology, and high-throughput experimental
methods in molecular biology have resulted in enormous amount of data, which can
be used to study molecular networks in living organisms. It has been recognized
that a complicated living organism cannot be fully understood by merely
analyzing individual components. It is the interactions of those components or
molecular networks that are ultimately responsible for an organism's form and
functions. To elucidate the essential principles or fundamental mechanisms of
cellular systems, study on biomolecular networks is increasingly attracting much
attention from communities of both biology and engineering. A major challenge is
to investigate how cellular systems facilitate biological functions or achieve
lives by various 'interactions' (networks or pathways) between genes, proteins,
and metabolities. In other words, with these molecular networks formed by the
'interactions'of biomolecules, it is highly demanded that mathematicians and
scientists in computer sciences provide computational tools for biologists to
reveal the essential biological mechanisms from a system perspective.
Tentative Contents:
Systems biology and bioinformatics, focusing on various biomolecular networks
and other subjects, is an emerging area as an intersection between
mathematics, computer science and biology. This book will cover extensive
contents or topics on inferring and analyzing biomolecular networks in cellular
systems based on available data in a comprehensive manner, in particular
stressing on the aspects of networks, systems and engineering. Also the
objective of this book is to facilitate biologists who are interested in
investigating biology from a system perspective and also provides a detailed
introduction of molecular networks for the other researchers who intend to study
biology from a science and technology perspective. The book, based on authors'
rich research works and experiences in
biomolecular networks covers various topics related to biomolecular networks
including latest trends.
Table of Contents:
Chapter 1. Introduction
Chapter 2. Reconstruction of Gene Regulatory Networks
Chapter 3. Reconstruction of Transcriptional Regulatory Network
Chapter 4. Inferrence of Protein-Protein Interaction Networks
Chapter 5. Indentification of Signal Transduction Pathways from PPI
networks
Chapter 6. Function Prediction Based on Protein Interaction Networks
Chapter 7. Metabolic Networks: Reconstruction and Analysis
Chapter 8. Comparison of Biomolecular Networks
Chapter 9. Topology Structure of Biomolecular Networks
Chapter 10. Network-based Protein Structural Analysis
Chapter 11 Integration of Heterogeneous Data and Biological networks
Chapter 12. Other Topics and New Trends
Closely related articles can be found at
http://intelligent.eic.osaka-sandai.ac.jp/chenen/publication.htm