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  • © 2011

Network Biology

Methods and Applications

  • Combines accurate high-throughput methods and innovative integrative analytical tools to approach network biology as comprehensively as possible
  • Features step-by-step guidance on a wide variety of methods and applications
  • Includes many expert tips and key implementation advice from the experts
  • Includes supplementary material: sn.pub/extras

Part of the book series: Methods in Molecular Biology (MIMB, volume 781)

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Table of contents (21 protocols)

  1. Front Matter

    Pages i-xv
  2. Identification of Mammalian Protein Complexes by Lentiviral-Based Affinity Purification and Mass Spectrometry

    • Zuyao Ni, Jonathan B. Olsen, Andrew Emili, Jack F. Greenblatt
    Pages 31-45
  3. Protein Networks Involved in Vesicle Fusion, Transport, and Storage Revealed by Array-Based Proteomics

    • Mikael Bauer, Magdalena Maj, Ludwig Wagner, Dolores J. Cahill, Sara Linse, David J. O’Connell
    Pages 47-58
  4. Pooled Lentiviral shRNA Screening for Functional Genomics in Mammalian Cells

    • Kim Blakely, Troy Ketela, Jason Moffat
    Pages 161-182
  5. Plant DNA Sequencing for Phylogenetic Analyses: From Plants to Sequences

    • Susana S. Neves, Laura L. Forrest
    Pages 183-235
  6. Using Coevolution to Predict Protein–Protein Interactions

    • Gregory W. Clark, Vaqaar-un-Nisa Dar, Alexandr Bezginov, Jinghao M. Yang, Robert L. Charlebois, Elisabeth R. M. Tillier
    Pages 237-256
  7. Visualizing Gene-Set Enrichment Results Using the Cytoscape Plug-in Enrichment Map

    • Daniele Merico, Ruth Isserlin, Gary D. Bader
    Pages 257-277
  8. Quality Control Methodology for High-Throughput Protein–Protein Interaction Screening

    • Alexei Vazquez, Jean-François Rual, Kavitha Venkatesan
    Pages 279-294
  9. Filtering and Interpreting Large-Scale Experimental Protein–Protein Interaction Data

    • Gabriel Musso, Andrew Emili, Zhaolei Zhang
    Pages 295-309
  10. Classification of Cancer Patients Using Pathway Analysis and Network Clustering

    • David C. Y. Fung, Amy Lo, Lucy Jankova, Stephan J. Clarke, Mark Molloy, Graham R. Robertson et al.
    Pages 311-336
  11. Statistical Analysis of Dynamic Transcriptional Regulatory Network Structure

    • Jennifer J. Smith, Ramsey A. Saleem, John D. Aitchison
    Pages 337-352
  12. Imputing and Predicting Quantitative Genetic Interactions in Epistatic MAPs

    • Colm Ryan, Gerard Cagney, Nevan Krogan, Pádraig Cunningham, Derek Greene
    Pages 353-361
  13. Displaying Chemical Information on a Biological Network Using Cytoscape

    • Iain M. Wallace, Gary D. Bader, Guri Giaever, Corey Nislow
    Pages 363-376
  14. Modeling of Proteins and Their Assemblies with the Integrative Modeling Platform

    • Benjamin Webb, Keren Lasker, Dina Schneidman-Duhovny, Elina Tjioe, Jeremy Phillips, Seung Joong Kim et al.
    Pages 377-397

About this book

While extremely large datasets describing gene sequences, mRNA transcripts, protein abundance, and metabolite concentrations are increasingly commonplace, these represent only starting ‘parts lists’ that are usually insufficient to unlock mechanistic insights on their own right.  Fortunately, as Network Biology: Methods and Applications examines, concepts emerging from the study of biological entities such as networks (e.g. functional interactions linking genes, proteins, metabolites, etc.) suggest that order rather than chaos prevails, with such principles as modular and hierarchical organization, reactive information-driven causal-response behaviours, systems robustness, co-evolution, and self-organization guiding the way.  This volume presents detailed, practical descriptions of the experimental and computational approaches currently prevalent in network biology as written by practiced experts in the field.  Written in the highly successful Methods in Molecular Biology™ series format, relevant chapters contain introductions to their respective topics, lists of the necessary materials, step-by-step, readily reproducible protocols, and tips on troubleshooting and avoiding known pitfalls.

 

Comprehensive and accessible, Network Biology: Methods and Applications provides an ensemble of procedures that will be of great value to a broad assortment of readers, ranging from graduate students to seasoned professionals looking to polish their skill sets.

Editors and Affiliations

  • Conway Institute, Sch. Biomolecular & Biomedical Science, University College Dublin, Dublin, Ireland

    Gerard Cagney

  • Donnelly Ctr Cell. & Biomolecular Res., Banting & Best Dept. Medical Research, University of Toronto, Toronto, Canada

    Andrew Emili

Bibliographic Information

  • Book Title: Network Biology

  • Book Subtitle: Methods and Applications

  • Editors: Gerard Cagney, Andrew Emili

  • Series Title: Methods in Molecular Biology

  • DOI: https://doi.org/10.1007/978-1-61779-276-2

  • Publisher: Humana Totowa, NJ

  • eBook Packages: Springer Protocols

  • Copyright Information: Springer Science+Business Media, LLC 2011

  • Hardcover ISBN: 978-1-61779-275-5Published: 28 September 2011

  • Softcover ISBN: 978-1-4939-5855-9Published: 23 August 2016

  • eBook ISBN: 978-1-61779-276-2Published: 31 August 2011

  • Series ISSN: 1064-3745

  • Series E-ISSN: 1940-6029

  • Edition Number: 1

  • Number of Pages: XV, 437

  • Topics: Bioinformatics, Systems Biology, Computer Appl. in Life Sciences

Buy it now

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
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