Skip to main content
Log in

Abstract.

The budding yeast Saccharomyces cerevisiae is the first eukaryote whose genome has been completely sequenced. It is also the first eukaryotic cell whose proteome (the set of all proteins) and interactome (the network of all mutual interactions between proteins) has been analyzed. In this paper we study the structure of the yeast protein complex network in which weighted edges between complexes represent the number of shared proteins. It is found that the network of protein complexes is a small world network with scale free behavior for many of its distributions. However we find that there are no strong correlations between the weights and degrees of neighboring complexes. To reveal non-random features of the network we also compare it with a null model in which the complexes randomly select their proteins. Finally we propose a simple evolutionary model based on duplication and divergence of proteins.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. R. Albert, A.-L. Barabási, Rev. Mod. Phys. 74, 47 (2002)

    Article  MathSciNet  Google Scholar 

  2. S.N. Dorogovtsev, J.F.F. Mendes, Evolution of Networks: From Biological Nets to the Internet and WWW (Oxford University Press, 2003)

  3. M.E.J. Newman, SIAM Rev. 45, 167 (2003)

    MATH  Google Scholar 

  4. D.J. Watts, S.H. Strogatz, Nature 393, 440 (1998)

    Article  Google Scholar 

  5. A. Barrat, M. Weigt, Eur. Phys. J. B 13, 547 (2000)

    Article  Google Scholar 

  6. L.A.N. Amaral, A. Scala, M. Barthélémy, H.E. Stanly, Proc. Natl. Acad. Sci USA 97, 11149 (2000)

    Article  Google Scholar 

  7. R. Monasson, Eur. Phys. J. B 12, 555 (1999)

    Article  Google Scholar 

  8. R. Albert, H. Jeong, A.-L. Barabási, Nature 406, 378 (2000)

    Article  Google Scholar 

  9. D.S. Callaway, M.E.J. Newman, S.H. Strogatz, D.J. Watts, Phys. Rev. Lett. 85, 5468 (2000)

    Article  Google Scholar 

  10. E. Almaas, R.V. Kulkarni, D. Stroud, Phys. Rev. E 68, 056105 (2003)

    Article  Google Scholar 

  11. M.E.J. Newman, Phys. Rev. Lett. 89, 208701 (2002)

    Article  Google Scholar 

  12. M.E.J. Newman, Phys. Rev. E 67, 026126 (2003)

    Article  Google Scholar 

  13. P. Uetz et al. , Nature 403, 623 (2000)

    Article  Google Scholar 

  14. T. Ito et al. , Proc. Natl. Acad. Sci. USA 98, 4569 (2001)

    Article  Google Scholar 

  15. A. Abbott, Nature 417, 895 (2002)

    Google Scholar 

  16. A. Wagner, Mol. Biol. Evol. 18, 1283 (2001)

    Google Scholar 

  17. R. Pastor-Satorras, E. Smith, R.V. Solé, J. Theoret. Biol. 222, 199 (2003)

    Article  MathSciNet  Google Scholar 

  18. S. Maslov, K. Sneppen, Science 296, 910 (2002)

    Article  Google Scholar 

  19. A. Vázquez, A. Flammini, A. Maritan, A. Vespignani, ComPlex Us 1, 38 (2003)

    Article  Google Scholar 

  20. H. Jeong, S.P. Mason, A.-L. Barabási, Z.M. Oltvai, Nature 411, 41 (2001)

    Article  Google Scholar 

  21. A. Kumar, M. Snyder, Nature 415, 123 (2002)

    Article  Google Scholar 

  22. A.-C. Gavin et al. , Nature 415, 141 (2002)

    Article  CAS  PubMed  Google Scholar 

  23. Y. Ho et al. , Nature 415, 180 (2002)

    Article  Google Scholar 

  24. G. Parisi, cond-mat/0205297

  25. A. Edwards et al. , TRENDS in Genetics 18, 529 (2002)

    Article  Google Scholar 

  26. P. Erdös, A. Rényi, Publ. Math. Inst. Hung. Acad. Sci. 5, 17 (1960)

    Google Scholar 

  27. M.E.J. Newman, Phys. Rev. E 68, 026121 (2003)

    Article  Google Scholar 

  28. M.E.J. Newman, S.H. Strogatz, D.J. Watts, Phys. Rev. E 64, 026118 (2001)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. R. Mashaghi.

Additional information

Received: 21 April 2004, Published online: 30 September 2004

PACS:

89.75.-k Complex systems - 89.20.-a Interdisciplinary applications of physics - 89.90. + n Other topics in areas of applied and interdisciplinary physics

Rights and permissions

Reprints and permissions

About this article

Cite this article

Mashaghi, A.R., Ramezanpour, A. & Karimipour, V. Investigation of a protein complex network. Eur. Phys. J. B 41, 113–121 (2004). https://doi.org/10.1140/epjb/e2004-00301-0

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1140/epjb/e2004-00301-0

Keywords

Navigation