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Network Biology

  • Kartonierter Einband
  • 456 Seiten
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Network Biology presents experimental and computational approaches currently prevalent in network biology by practiced experts in ... Weiterlesen
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Beschreibung

Network Biology presents experimental and computational approaches currently prevalent in network biology by practiced experts in the field. The text offers an ensemble of procedures for graduate students and seasoned professionals looking to polish their skill sets.


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.



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



Inhalt

1. Analysis of ProteinProtein Interactions Using High-throughput Yeast Two-Hybrid Screens

Seesandra V. Rajagopala and Peter Uetz

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

Zuyao Ni, Jonathan B. Olsen, Andrew Emili, and Jack F. Greenblatt

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, and David J. O'Connell

4. Identification and Relative Quantification of Native and Proteolytically Generated Protein C-termini from Complex Proteomes: C-terminome Analysis

Oliver Schilling, Pitter F. Huesgen, Olivier Barré, and Christopher M. Overall

5. Construction of Protein Interaction Networks Based on the Label Free Quantitative Proteomics

Mihaela E. Sardiu and Michael P. Washburn

6. Studying Binding Specificities of Peptide Recognition Modules by High-Throughput Phage Display Selections

Haiming Huang and Sachdev S. Sidhu

7. Array-Based Synthetic Genetic Screens to Map Bacterial Pathways and Functional Networks in Escherichia coli

Mohan Babu, Alla Gagarinova, and Andrew Emili

8. Advanced Methods for High-Throughput Microscopy Screening of Genetically Modified Yeast Libraries

Yifat Cohen and Maya Schuldiner

9. Pooled Lentiviral shRNA Screening for Functional Genomics in Mammalian Cells

Kim Blakely, Troy Ketela, and Jason Moffat

10. Plant DNA Sequencing for Phylogenetic Analyses: From Plants to Sequences

Susana S. Neves and Laura L. Forrest

11. Using Coevolution to Predict Protein-Protein Interactions

Gregory W. Clark, Vaqaar-un-Nisa Dar, Alexandr Bezginov, Jinhao M. Yang, Robert L. Charlebois, and Elisabeth R.M. Tillier

12. Visualizing Gene-Set Enrichment Results Using the Cytoscape Plugin Enrichment Map

Daniele Merico, Ruth Isserlin, and Gary D. Bader

13. Quality Control Methodology for High-Throughput Protein-Protein Interaction Screening

Alexei Vazquez, Jean-François Rual, and Kavitha Venkatesan

14. Filtering and Interpreting Large-Scale Experimental Protein-Protein Interaction Data

Gabriel Musso, Andrew Emili, and Zhaolei Zhang

15. 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, and Marc R. Wilkins

16. Statistical Analysis of Dynamic Transcriptional Regulatory Network Structure

Jennifer J. Smith, Ramsey A. Saleem, and John D. Aitchison

17. Imputing and P redicting Q uantitative G enetic I nteractions in E pistatic MAPs

Colm Ryan, Gerard Cagney, Nevan Krogan, Pádraig Cunningham, and Derek Greene

18. Displaying Chemical Information on a Biological Network Using Cytoscape

Iain M. Wallace, Gary D. Bader, Guri Giaever, and Corey Nislow

19. 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, Javier Velázquez-Muriel, Daniel Russel, and Andrej Sali

20. Predicting Node Characteristics from Molecular Networks

Sara Mostafavi, Anna Goldenberg, and Quaid Morris

21. Mathematical Modeling of Biomolecular Network Dynamics

Alexander V. Ratushny, Stephen A. Ramsey, and John D. Aitchison

Produktinformationen

Titel: Network Biology
Untertitel: Methods and Applications
Editor:
EAN: 9781493958559
ISBN: 1493958550
Format: Kartonierter Einband
Herausgeber: Humana Press
Anzahl Seiten: 456
Gewicht: 851g
Größe: H254mm x B178mm x T24mm
Jahr: 2016
Untertitel: Englisch
Auflage: Softcover reprint of the original 1st ed. 2011

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