Identifying gene interaction networks.

Gurkan Bebek
Author Information
  1. Gurkan Bebek: Center for Proteomics and Bioinformatics, Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA. gurkan@case.edu

Abstract

In this chapter, we introduce interaction networks by describing how they are generated, where they are stored, and how they are shared. We focus on publicly available interaction networks and describe a simple way of utilizing these resources. As a case study, we used Cytoscape, an open source and easy-to-use network visualization and analysis tool to first gather and visualize a small network. We have analyzed this network's topological features and have looked at functional enrichment of the network nodes by integrating the gene ontology database. The methods described are applicable to larger networks that can be collected from various resources.

References

  1. Bioinformatics. 2011 Feb 1;27(3):431-2 [PMID: 21149340]
  2. WormBook. 2006 Jun 14;:1-19 [PMID: 18050452]
  3. Nucleic Acids Res. 2012 Jul;40(Web Server issue):W152-6 [PMID: 22669910]
  4. Bioinformatics. 2009 Jan 15;25(2):288-9 [PMID: 19033274]
  5. Mol Cell Proteomics. 2010 Jul;9(7):1578-93 [PMID: 20368287]
  6. Nat Genet. 2000 May;25(1):25-9 [PMID: 10802651]
  7. Nature. 2002 Jan 10;415(6868):180-3 [PMID: 11805837]
  8. Science. 2004 Feb 6;303(5659):808-13 [PMID: 14764870]
  9. Pharmacogenomics. 2001 Aug;2(3):195-202 [PMID: 11535109]
  10. Science. 2004 Mar 26;303(5666):2026-9 [PMID: 15044803]
  11. Proc Natl Acad Sci U S A. 2001 Apr 10;98(8):4569-74 [PMID: 11283351]
  12. Nat Biotechnol. 1999 Oct;17(10):1030-2 [PMID: 10504710]
  13. Trends Genet. 1993 Oct;9(10):362-6 [PMID: 8273152]
  14. Bioinformatics. 2011 Apr 1;27(7):1030-1 [PMID: 21278188]
  15. Nucleic Acids Res. 2004 Jan 1;32(Database issue):D449-51 [PMID: 14681454]
  16. Nucleic Acids Res. 2006 Jan 1;34(Database issue):D535-9 [PMID: 16381927]
  17. Bioinformatics. 2003 Dec 12;19(18):2502-4 [PMID: 14668247]
  18. Nucleic Acids Res. 2011 Jan;39(Database issue):D52-7 [PMID: 21115458]
  19. Bioinformatics. 2008 Aug 1;24(15):1743-4 [PMID: 18556668]
  20. BMC Bioinformatics. 2007 Oct 18;8:401 [PMID: 17945017]
  21. Nucleic Acids Res. 2010 Jan;38(Database issue):D525-31 [PMID: 19850723]
  22. BMC Bioinformatics. 2007 Sep 13;8:335 [PMID: 17854489]
  23. Nucleic Acids Res. 2011 Jan;39(Database issue):D235-40 [PMID: 20852260]
  24. Science. 2001 Feb 9;291(5506):1001-4 [PMID: 11232561]
  25. Nucleic Acids Res. 2011 Jan;39(Database issue):D685-90 [PMID: 21071392]
  26. Nucleic Acids Res. 2010 Jan;38(Database issue):D532-9 [PMID: 19897547]
  27. Genome Res. 2003 Nov;13(11):2498-504 [PMID: 14597658]
  28. Cancer Cell. 2003 Mar;3(3):285-96 [PMID: 12676586]
  29. Nature. 2002 Jan 10;415(6868):141-7 [PMID: 11805826]
  30. Nucleic Acids Res. 2009 Jul;37(Web Server issue):W23-7 [PMID: 19420058]
  31. Mol Syst Biol. 2008;4:218 [PMID: 18766178]
  32. Nature. 1989 Jul 20;340(6230):245-6 [PMID: 2547163]
  33. Science. 1999 Oct 15;286(5439):509-12 [PMID: 10521342]
  34. Bioinformatics. 2003 May 22;19(8):923-9 [PMID: 12761053]
  35. Nucleic Acids Res. 2006 Jan 1;34(Database issue):D436-41 [PMID: 16381906]
  36. Bioinformatics. 2005 Aug 15;21(16):3448-9 [PMID: 15972284]
  37. Proc Natl Acad Sci U S A. 1999 Mar 16;96(6):2896-901 [PMID: 10077608]
  38. Nature. 2001 May 3;411(6833):41-2 [PMID: 11333967]
  39. Database (Oxford). 2011 Jan 12;2011:baq037 [PMID: 21233089]
  40. Trends Genet. 1992 Sep;8(9):312-6 [PMID: 1365397]
  41. J Mol Biol. 2002 Nov 15;324(1):177-92 [PMID: 12421567]
  42. Genome Biol. 2003;4(3):R22 [PMID: 12620107]

Grants

  1. P30 CA043703/NCI NIH HHS

MeSH Term

Databases, Genetic
Gene Regulatory Networks
Humans
Protein Interaction Maps
Software

Word Cloud

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