Books  Animal & General Biology  Biochemistry & Molecular Biology 

Models and Algorithms for Biomolecules and Molecular Networks

  • Up-to-date developments of structures of biomolecules, systems biology, advanced models, and algorithms
  • Sampling techniques for estimating evolutionary rates and generating molecular structures
  • Accurate computation of probability landscape of stochastic networks, solving discrete chemical master equations
  • End-of-chapter exercises

Series: IEEE Press Series on Biomedical Engineering

By: Bhaskar DasGupta(Author), Jie Liang(Author)

Wiley-IEEE Press

Hardback | Feb 2016 | #201198 | ISBN-13: 9780470601938
Availability: Usually dispatched within 4 days Details
NHBS Price: £76.95 $108/€87 approx

About this book

The subjects of the book are biomolecules and biomolecular networks. The first part of the book covers the areas of structural and geometric models of biomolecules and their shape characterization. First, there is a discussion of geometry of proteins, including voids and pockets, their scaling properties and origin, and how to effectively use them to infer and characterize the biological functions of proteins, as well as the detection of backbone similarity of proteins regardless of the sequence ordering. This is followed by a discussion of the development of sampling techniques for conformations of biomolecules, and effective scoring functions to identify those that are similar to native structures. Then, there is a discussion on models and computational techniques for studying folding and dynamics of protein molecules.

The second part of the book covers interaction networks of biomolecules. This includes stochastic models for networks with small copy numbers of molecular species, as those arising in genetic circuits, protein synthesis, and transcription binding, and algorithms of computing the properties of stochastic molecular networks. There is a section on signal transduction networks that arise, for example, complex interactions between the numerous constituents such as DNA, RNA, proteins and small molecules in a complex biochemical system such as a cell. Experimental protocols and algorithmic methodologies necessary to synthesize these networks are also included. Of special interest is the problem of synthesizing these networks from double-causal experimental evidences and methods for reverse engineering such networks based on experimental protocols.

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