Bioinformatics for Omics Data

Methods and Protocols

  • Bernd Mayer

Part of the Methods in Molecular Biology book series (MIMB, volume 719)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Omics Bioinformatics Fundamentals

    1. Front Matter
      Pages 1-1
    2. Maria V. Schneider, Sandra Orchard
      Pages 3-30
    3. Stephen A. Chervitz, Eric W. Deutsch, Dawn Field, Helen Parkinson, John Quackenbush, Phillipe Rocca-Serra et al.
      Pages 31-69
    4. Arye Harel, Irina Dalah, Shmuel Pietrokovski, Marilyn Safran, Doron Lancet
      Pages 71-96
    5. Martin Wiesinger, Martin Haiduk, Marco Behr, Henrique Lopes de Abreu Madeira, Gernot Glöckler, Paul Perco et al.
      Pages 97-111
    6. Daniela Dunkler, Fátima Sánchez-Cabo, Georg Heinze
      Pages 113-131
    7. Martin G. Grigorov
      Pages 153-172
    8. Sonja J. Prohaska, Peter F. Stadler
      Pages 173-196
  3. Omics Data and Analysis Tracks

    1. Front Matter
      Pages 197-197
    2. Yonghong Li, Dov Shiffman, Rainer Oberbauer
      Pages 219-234
    3. Melissa Warden, Roger Pique-Regi, Antonio Ortega, Shahab Asgharzadeh
      Pages 235-249
    4. Pierre Cauchy, Touati Benoukraf, Pierre Ferrier
      Pages 251-268
    5. Fátima Sánchez-Cabo, Johannes Rainer, Ana Dopazo, Zlatko Trajanoski, Hubert Hackl
      Pages 269-298
    6. Kristin Reiche, Katharina Schutt, Kerstin Boll, Friedemann Horn, Jörg Hackermüller
      Pages 299-330
    7. Chris Bielow, Clemens Gröpl, Oliver Kohlbacher, Knut Reinert
      Pages 331-349
    8. David P. Enot, Bernd Haas, Klaus M. Weinberger
      Pages 351-375
  4. Applied Omics Bioinformatics

    1. Front Matter
      Pages 377-377

About this book

Introduction

Presenting an area of research that intersects with and integrates diverse disciplines, including molecular biology, applied informatics, and statistics, among others, Bioinformatics for Omics Data: Methods and Protocols collects contributions from expert researchers in order to provide practical guidelines to this complex study.  Divided into three convenient sections, this detailed volume covers central analysis strategies, standardization and data-management guidelines, and fundamental statistics for analyzing Omics profiles, followed by a section on bioinformatics approaches for specific Omics tracks, spanning genome, transcriptome, proteome, and metabolome levels, as well as an assortment of examples of integrated Omics bioinformatics applications, complemented by case studies on biomarker and target identification in the context of human disease.  Written in the highly successful Methods in Molecular Biology™ series format, chapters contain introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and notes on troubleshooting and avoiding known pitfalls.

 

Authoritative and accessible, Bioinformatics for Omics Data: Methods and Protocols serves as an ideal guide to scientists of all backgrounds and aims to convey the appropriate sense of fascination associated with this research field.

Keywords

Biomarker and target identification Data analysis Data preprocessing Genomics Metabolomics Phenotype models Proteomics Statistics Transcriptomics

Editors and affiliations

  • Bernd Mayer
    • 1
  1. 1.emergentec biodevelopment GmbHViennaAustria

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-61779-027-0
  • Copyright Information Springer Science+Business Media, LLC 2011
  • Publisher Name Humana Press
  • eBook Packages Springer Protocols
  • Print ISBN 978-1-61779-026-3
  • Online ISBN 978-1-61779-027-0
  • Series Print ISSN 1064-3745
  • Series Online ISSN 1940-6029
  • About this book