Skip to main content

Massive Protein Structural Property Explorations Using New Indexing Mechanism

  • Conference paper
Advances in Conceptual Modeling – Foundations and Applications (ER 2007)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4802))

Included in the following conference series:

  • 1310 Accesses

Abstract

In order to comprehend residue environment, we use residue environmental sphere which is a sphere with 10 Å of radius, to describe environment information surrounding a residue. For the purpose of detecting residue-residue contacts more quickly and efficiently, we decompose a protein structure into lots of spheres, and it is a great challenge to store protein structure and sphere information in database. Therefore, we build a database for protein structure, ligand/substrate, and DNA/RNA information for quick search and mining to observe residue environment of protein structure. In each residue environmental sphere, we can easily identify neighbor residues and their properties, including secondary structure, physicochemical property, and b-factor, could be considered. In this paper, we focus on disulfide bond which stabilizes protein folding. Furthermore, we detect all possible residue contacts of cysteine pairs in three-dimensional space and disulfide bonds between two cysteines annotated in Protein Data Bank to analyze how disulfide bond affects protein structures. We use a sphere to represent a protein structure and build a database for protein structure and structure representation for further analysis.

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 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight 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.

References

  1. Aitken, A., Learmonth, M.: Quantification and location of disulfide bonds in proteins. Methods in molecular biology 64, 317–328 (1997)

    Google Scholar 

  2. Alton, D., Adab, P., Roberts, L., Barrett, T.: Relationship between walking levels and perceptions of the local neighbourhood environment. Archives of disease in childhood 92, 29–33 (2007)

    Article  Google Scholar 

  3. Bagley, S.C., Altman, R.B.: Characterizing the microenvironment surrounding protein sites. Protein Sci. 4, 622–635 (1995)

    Article  Google Scholar 

  4. Berman, H.M., Battistuz, T., Bhat, T.N., Bluhm, W.F., Bourne, P.E., Burkhardt, K., Feng, Z., Gilliland, G.L., Iype, L., Jain, S., Fagan, P., Marvin, J., Padilla, D., Ravichandran, V., Schneider, B., Thanki, N., Weissig, H., Westbrook, J.D., Zardecki, C.: The Protein Data Bank. Acta crystallographica 58, 899–907 (2002)

    Google Scholar 

  5. Betz, S.F.: Disulfide bonds and the stability of globular proteins. Protein Sci. 2, 1551–1558 (1993)

    Article  Google Scholar 

  6. Chalk, A.J., Worth, C.L., Overington, J.P., Chan, A.W.: PDBLIG: classification of small molecular protein binding in the Protein Data Bank. Journal of medicinal chemistry 47, 3807–3816 (2004)

    Article  Google Scholar 

  7. Cheng, J., Baldi, P.: Improved residue contact prediction using support vector machines and a large feature set. BMC bioinformatics 8, 113 (2007)

    Article  Google Scholar 

  8. Crowley, M., Darden, T., Cheatham, T., Deerfield, D.: Adventures in Improving the Scaling and Accuracy of a Parallel Molecular Dynamics Program. The Journal of Supercomputing 11, 255–278 (1997)

    Article  Google Scholar 

  9. Fan, S.C., Zhang, X.G.: Characterizing the microenvironment surrounding phosphorylated protein sites. Genomics, proteomics & bioinformatics / Beijing Genomics Institute 3, 213–217 (2005)

    MathSciNet  Google Scholar 

  10. Glaser, F., Steinberg, D.M., Vakser, I.A., Ben-Tal, N.: Residue frequencies and pairing preferences at protein-protein interfaces. Proteins 43, 89–102 (2001)

    Article  Google Scholar 

  11. Jonassen, I., Eidhammer, I., Conklin, D., Taylor, W.R.: Structure motif discovery and mining the PDB. Bioinformatics 18, 362–367 (2002)

    Article  Google Scholar 

  12. Lutteke, T., Frank, M., von der Lieth, C.W.: Data mining the protein data bank: automatic detection and assignment of carbohydrate structures. Carbohydrate research 339, 1015–1020 (2004)

    Article  Google Scholar 

  13. Oldfield, T.J.: Creating structure features by data mining the PDB to use as molecular-replacement models. Acta crystallographica 57, 1421–1427 (2001)

    Google Scholar 

  14. Oldfield, T.J.: Data mining the protein data bank: residue interactions. Proteins 49, 510–528 (2002)

    Article  Google Scholar 

  15. Plochocka, D., Kosinski, J., Rabczenko, A.: Formation of the local secondary structure of proteins: local sequence or environment. Acta biochimica Polonica 33, 109–118 (1986)

    Google Scholar 

  16. Raina, S., Missiakas, D.: Making and breaking disulfide bonds. Annual review of microbiology 51, 179–202 (1997)

    Article  Google Scholar 

  17. Rodionov, M.A., Johnson, M.S.: Residue-residue contact substitution probabilities derived from aligned three-dimensional structures and the identification of common folds. Protein Sci. 3, 2366–2377 (1994)

    Google Scholar 

  18. Shin, J.M., Cho, D.H.: PDB-Ligand: a ligand database based on PDB for the automated and customized classification of ligand-binding structures. Nucleic acids research 33, D238–241 (2005)

    Google Scholar 

  19. Singh, J., Thornton, J.M.: Atlas of Protein Side-Chain Interactions, vol. I, II. IRL press, Oxford (1992)

    Google Scholar 

  20. Wedemeyer, W.J., Welker, E., Narayan, M., Scheraga, H.A.: Disulfide bonds and protein folding. Biochemistry 39, 4207–4216 (2000)

    Article  Google Scholar 

  21. Zhang, C., Kim, S.H.: Environment-dependent residue contact energies for proteins. Proceedings of the National Academy of Sciences of the United States of America 97, 2550–2555 (2000)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Jean-Luc Hainaut Elke A. Rundensteiner Markus Kirchberg Michela Bertolotto Mathias Brochhausen Yi-Ping Phoebe Chen Samira Si-Saïd Cherfi Martin Doerr Hyoil Han Sven Hartmann Jeffrey Parsons Geert Poels Colette Rolland Juan Trujillo Eric Yu Esteban Zimányie

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Huang, YF., Chang, CC., Huang, CK. (2007). Massive Protein Structural Property Explorations Using New Indexing Mechanism. In: Hainaut, JL., et al. Advances in Conceptual Modeling – Foundations and Applications. ER 2007. Lecture Notes in Computer Science, vol 4802. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-76292-8_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-76292-8_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-76291-1

  • Online ISBN: 978-3-540-76292-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics