Big Mechanisms in Systems Biology: Big Data Mining, Network Modeling, and Genome-Wide Data Identification, 1st Edition

  • Bor-Sen Chen
  • Cheng-Wei Li
  • Published By:
  • ISBN-10: 0128097078
  • ISBN-13: 9780128097076
  • DDC: 570.285
  • Grade Level Range: College Freshman - College Senior
  • 878 Pages | eBook
  • Original Copyright 2017 | Published/Released July 2017
  • This publication's content originally published in print form: 2017

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This book explains big mechanisms of systems biology by system identification and big data mining methods using models of biological systems. It addresses system immunity, regulation, infection, aging, evolution, and carcinogenesis, which are complicated biological systems with inconsistent findings in existing resources.

Table of Contents

Front Cover.
Half Title Page.
Title Page.
Copyright Page.
1: Introduction to Big Mechanisms in Systems Biology.
2: System Modeling and System Identification Methods for Big Mechanisms in Biological Systems.
3: Procedure for Exploring Big Mechanisms of Systems Biology Through System Identification and Big Database Mining.
4: Big Cellular Mechanisms in the Cell Cycle by System Identification and Big Data Mining.
5: Big Regulatory Mechanisms in the Transcriptional Regulation Control of Gene Expression Using a Stochastic System Model and Genome-Wide Experimental Data.
6: Big Mechanisms of Information Flow in Cellular Systems in Response to Environmental Stress Signals via System Identification and Data Mining.
7: Big Offensive and Defensive Mechanisms in Systems Immunity From System Modeling and Big Data Mining.
8: Big Regeneration Mechanisms via Systems Biology and Big Database Mining Methods.
9: Big Tumorigenesis Mechanisms in Systems Cancer Biology via Big Database Mining and Network Modeling.
10: Big Evolutionary Mechanisms of Network Robustness and Signaling Transductivity in Aging and Carcinogenic Process by System Modeling and Database Mining.
11: Big Mechanisms of Aging via System Identification and Big Database Mining.
12: Big Drug Design Mechanisms via Systems Biology and Big Database Mining.