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Bioinformatics for Systems Biology

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Table of contents (32 chapters)

  1. Front Matter

    Pages i-xiii
  2. Life of a Cell and Its Analysis

    1. Front Matter

      Pages 1-1
    2. Transcription and the Control of Gene Expression

      • Nadine Wiper-Bergeron, Ilona S. Skerjanc
      Pages 33-49
    3. RNA Processing and Translation

      • Christina Karamboulas, Nadine Wiper-Bergeron, Ilona S. Skerjanc
      Pages 51-66
    4. DNA Replication, Recombination, and Repair

      • Linda B. Bloom
      Pages 67-87
    5. Cell Signaling

      • Daniel A. Rappolee, D. Randall Armant
      Pages 89-104
    6. Epigenetics of Spermiogenesis

      • Sophie Rousseaux, Myriam Ferro
      Pages 105-117
  3. Statistical Tools and Their Application

    1. Front Matter

      Pages 137-137
    2. Probability and Hypothesis Testing

      • Michael L. Kruger
      Pages 139-150
    3. Stochastic Models for Biological Patterns

      • Gautam B. Singh
      Pages 151-162
    4. Population Genetics

      • Jill S. Barnholtz-Sloan, Hemant K. Tiwari
      Pages 163-180
  4. Transcriptome Analysis

    1. Front Matter

      Pages 207-207
    2. Tools and Approaches for an End-to-End Expression Array Analysis

      • Adrian E. Platts, Stephen A. Krawetz
      Pages 227-265
    3. Analysis of Alternative Splicing with Microarrays

      • Jingyi Hui, Shivendra Kishore, Amit Khanna, Stefan Stamm
      Pages 267-279

About this book

The biological sciences are now in the midst of a true life sciences revolution akin to what physics experienced just after the turn of the last century. We are now in a phase of unparalleled growth that is reflected by the amount of data generated from each experiment. At the time of this writing, the rate of data acquisition was approaching 2 terabytes over the course of 5 days with first pass analysis proceeding over the following 2-3 week period. This fundamental shift has provided unprecedented opportunities that for the first time afford us the ability, i.e., means, breadth, and depth of data, to truly address human biology at the systems level. This wealth of information from seemingly disparate datasets and its integration is being realized through bioinformatics. It is with this philosophy that the text Bioinformatics for Systems Biology was born. This revolution has spawned true personalized medicine that encompasses diagnostics and treatment through to cure.

For the physical and computer scientist, this text provides an introduction to the basic biological principles governing a cell. This quickly moves from the fundamentals to exploring the underlying genetic processes. While providing a rudimentary and necessary overview for the life scientist, the physical and computer scientist will be apprised of various nuances within the field reflecting the reality of "wet-bench" science. For those in the life sciences, it I rapidly becoming appreciated that we now progressing from examining our favorite "pet" gene to the system. Statistics is now an essential component to understand the vast datasets and this is emphasized throughout the text.

The majority of the text is devoted to the common ground that these groups share. It provides rich examples of tools, databases, and strategies to mine the databases to reveal novel insights. A host of examples of parsing the data into a series of overlays that use various presentation systems are reviewed. The goal is to provide a representation most comfortable to the user to enable the user to thoroughly explore the data. The text concludes with examples of how the systems information is used to inform personalized medicine in a true "bench to bedside" manner.

Bioinformatics for Systems Biology bridges and unifies many disciplines. It presents the life scientist, computational biologist, and mathematician with a common framework. Only by linking the groups together may the true life sciences revolution move forward in the mostly uncharted and emerging field of Systems Biology.

Editors and Affiliations

  • Wayne State University, Detroit, USA

    Stephen Krawetz

Bibliographic Information

  • Book Title: Bioinformatics for Systems Biology

  • Editors: Stephen Krawetz

  • DOI: https://doi.org/10.1007/978-1-59745-440-7

  • Publisher: Humana Totowa, NJ

  • eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)

  • Copyright Information: Humana Press 2009

  • Hardcover ISBN: 978-1-934115-02-2Published: 17 February 2009

  • Softcover ISBN: 978-1-4939-5680-7Published: 23 August 2016

  • eBook ISBN: 978-1-59745-440-7Published: 11 December 2008

  • Edition Number: 2

  • Number of Pages: XIII, 639

  • Topics: Bioinformatics

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access