Skip to main content

Integrating Gene Expression Data, Protein Interaction Data, and Ontology-Based Literature Searches

  • Chapter
Artificial Intelligence Methods And Tools For Systems Biology

Part of the book series: Computational Biology ((COBO,volume 5))

  • 311 Accesses

Until recently, genomics and proteomics have commonly been separate fields that are studied and applied independently. We introduce the BioGrid4 platform, which aims to bridge this gap by integrating gene expression and protein interaction data. In the expression space, gene expression data can be analyzed using standard clustering techniques. To link the gene expression space with the protein interaction space, we assign domains and superfamilies to gene products by applying the SUPERFAMILY tool and the Structural Classification of Proteins (SCOP) database. For these proteins, the BioGrid platform may display possible physical interactions between them as predicted by the Protein Structure Interactome Map (PSIMAP). Any findings in the gene expression and protein interaction space should be compared with those reported in the scientific literature. Therefore both spaces are linked to a literature space by integrating GoPubMed, a system for ontology-based literature searches, into the BioGrid platform. We illustrate the approach that the BioGrid platform enables through an analysis of energy-related genes and protein complexes.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
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

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Author information

Authors and Affiliations

Authors

Editor information

Werner Dubitzky Francisco Azuaje

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer

About this chapter

Cite this chapter

Dafas, P., Kozlenkov, A., Robinson, A., Schroeder, M. (2004). Integrating Gene Expression Data, Protein Interaction Data, and Ontology-Based Literature Searches. In: Dubitzky, W., Azuaje, F. (eds) Artificial Intelligence Methods And Tools For Systems Biology. Computational Biology, vol 5. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-5811-0_7

Download citation

  • DOI: https://doi.org/10.1007/978-1-4020-5811-0_7

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-1-4020-2859-5

  • Online ISBN: 978-1-4020-2865-6

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics