Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Conformational entropy in molecular recognition by proteins

Abstract

Molecular recognition by proteins is fundamental to almost every biological process, particularly the protein associations underlying cellular signal transduction. Understanding the basis for protein–protein interactions requires the full characterization of the thermodynamics of their association. Historically it has been virtually impossible to experimentally estimate changes in protein conformational entropy, a potentially important component of the free energy of protein association. However, nuclear magnetic resonance spectroscopy has emerged as a powerful tool for characterizing the dynamics of proteins. Here we employ changes in conformational dynamics as a proxy for corresponding changes in conformational entropy. We find that the change in internal dynamics of the protein calmodulin varies significantly on binding a variety of target domains. Surprisingly, the apparent change in the corresponding conformational entropy is linearly related to the change in the overall binding entropy. This indicates that changes in protein conformational entropy can contribute significantly to the free energy of protein–ligand association.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: Thermodynamic origins of high-affinity binding of target domains by calmodulin.
Figure 2: Correlation of the change in conformational entropy of calmodulin with the change in the total entropy of binding of a target domain.
Figure 3: Distribution of the amplitude of methyl-bearing side-chain motion of calmodulin in complex with target domains, and correlation with the change in total entropy of binding.

Similar content being viewed by others

References

  1. Wodak, S. J. & Janin, J. Structural basis of macromolecular recognition. Adv. Prot. Chem. 61, 9–73 (2002)

    Google Scholar 

  2. Clackson, T. & Wells, J. A. A hot spot of binding energy in a hormone-receptor interface. Science 267, 383–386 (1995)

    Article  ADS  CAS  Google Scholar 

  3. Spolar, R. S. & Record, M. T. Coupling of local folding to site-specific binding of proteins to DNA. Science 263, 777–784 (1994)

    Article  ADS  CAS  Google Scholar 

  4. Sturtevant, J. M. Heat capacity and entropy changes in processes involving proteins. Proc. Natl Acad. Sci. USA 74, 2236–2240 (1977)

    Article  ADS  CAS  Google Scholar 

  5. Steinberg, I. Z. & Scheraga, H. A. Entropy changes accompanying association reactions of proteins. J. Biol. Chem. 238, 172–181 (1963)

    CAS  PubMed  Google Scholar 

  6. Cooper, A. & Dryden, D. T. F. Allostery without conformational change — a plausible model. Eur. Biophys. J. Biophys. Lett. 11, 103–109 (1984)

    Article  CAS  Google Scholar 

  7. Karplus, M., Ichiye, T. & Pettitt, B. M. Configurational entropy of native proteins. Biophys. J. 52, 1083–1085 (1987)

    Article  CAS  Google Scholar 

  8. Grunberg, R., Nilges, M. & Leckner, J. Flexibility and conformational entropy in protein–protein binding. Structure 14, 683–693 (2006)

    Article  Google Scholar 

  9. Igumenova, T. I., Frederick, K. K. & Wand, A. J. Characterization of the fast dynamics of protein amino acid side chains using NMR relaxation in solution. Chem. Rev. 106, 1672–1699 (2006)

    Article  CAS  Google Scholar 

  10. Cavanagh, J. et al. Protein NMR spectroscopy: Principles and practice 2nd edn (Elsevier, Burlington, Massachusetts, 2006)

    Google Scholar 

  11. Kahl, C. R. & Means, A. R. Regulation of cell cycle progression by calcium/calmodulin-dependent pathways. Endocr. Rev. 24, 719–736 (2003)

    Article  CAS  Google Scholar 

  12. Yap, K. L. et al. Calmodulin target database. J. Struct. Funct. Genom. 1, 8–14 (2000)

    Article  CAS  Google Scholar 

  13. Lee, A. L., Kinnear, S. A. & Wand, A. J. Redistribution and loss of side chain entropy upon formation of a calmodulin-peptide complex. Nature Struct. Biol. 7, 72–77 (2000)

    Article  CAS  Google Scholar 

  14. Lukas, T. J. et al. Calmodulin binding domains: characterization of a phosphorylation and calmodulin binding site from myosin light chain kinase. Biochemistry 25, 1458–1464 (1986)

    Article  CAS  Google Scholar 

  15. Zhang, M. & Vogel, H. J. Characterization of the calmodulin-binding domain of rat cerebellar nitric oxide synthase. J. Biol. Chem. 269, 981–985 (1994)

    CAS  PubMed  Google Scholar 

  16. Tokumitsu, H. et al. Calcium/calmodulin-dependent protein kinase kinase: identification of regulatory domains. Biochemistry 36, 12823–12827 (1997)

    Article  CAS  Google Scholar 

  17. Goldberg, J., Nairn, A. C. & Kuriyan, J. Structural basis for the autoinhibition of calcium/calmodulin-dependent protein kinase I. Cell 84, 875–887 (1996)

    Article  CAS  Google Scholar 

  18. Charbonneau, H. et al. Evidence for domain organization within the 61-kDa calmodulin-dependent cyclic nucleotide phosphodiesterase from bovine brain. Biochemistry 30, 7931–7940 (1991)

    Article  CAS  Google Scholar 

  19. Wintrode, P. L. & Privalov, P. L. Energetics of target peptide recognition by calmodulin: a calorimetric study. J. Mol. Biol. 266, 1050–1062 (1997)

    Article  CAS  Google Scholar 

  20. Brokx, R. D. et al. Energetics of target peptide binding by calmodulin reveals different modes of binding. J. Biol. Chem. 276, 14083–14091 (2001)

    Article  CAS  Google Scholar 

  21. Farrow, N. A. et al. Backbone dynamics of a free and a phosphopeptide-complexed Src homology-2 domain studied by 15N NMR relaxation. Biochemistry 33, 5984–6003 (1994)

    Article  CAS  Google Scholar 

  22. Wang, T., Cai, S. & Zuiderweg, E. R. Temperature dependence of anisotropic protein backbone dynamics. J. Am. Chem. Soc. 125, 8639–8643 (2003)

    Article  CAS  Google Scholar 

  23. Muhandiram, D. R. et al. Measurement of H-2 T-1 and T-1p relaxation-times in uniformly C-13-Labeled and fractionally H-2-labeled proteins in solution. J. Am. Chem. Soc. 117, 11536–11544 (1995)

    Article  CAS  Google Scholar 

  24. Akke, M., Bruschweiler, R. & Palmer, A. G. NMR order parameters and free-energy — an analytical approach and its application to cooperative Ca2+ binding by calbindin-D(9k). J. Am. Chem. Soc. 115, 9832–9833 (1993)

    Article  CAS  Google Scholar 

  25. Li, Z., Raychaudhuri, S. & Wand, A. J. Insights into the local residual entropy of proteins provided by NMR relaxation. Prot. Sci. 5, 2647–2650 (1996)

    Article  CAS  Google Scholar 

  26. Lee, A. L. et al. Temperature dependence of the internal dynamics of a calmodulin-peptide complex. Biochemistry 41, 13814–13825 (2002)

    Article  CAS  Google Scholar 

  27. Lee, A. L. & Wand, A. J. Microscopic origins of entropy, heat capacity and the glass transition in proteins. Nature 411, 501–504 (2001)

    Article  ADS  CAS  Google Scholar 

  28. Best, R. B., Clarke, J. & Karplus, M. The origin of protein sidechain order parameter distributions. J. Am. Chem. Soc. 126, 7734–7735 (2004)

    Article  CAS  Google Scholar 

  29. Chou, J. J., Case, D. A. & Bax, A. Insights into the mobility of methyl-bearing side chains in proteins from 3JCC and 3JCN couplings. J. Am. Chem. Soc. 125, 8959–8966 (2003)

    Article  CAS  Google Scholar 

  30. Best, R. B., Clarke, J. & Karplus, M. What contributions to protein side-chain dynamics are probed by NMR experiments? A molecular dynamics simulation analysis. J. Mol. Biol. 349, 185–203 (2005)

    Article  CAS  Google Scholar 

  31. Kranz, J. K. et al. A direct test of the reductionist approach to structural studies of calmodulin activity: relevance of peptide models of target proteins. J. Biol. Chem. 277, 16351–16354 (2002)

    Article  CAS  Google Scholar 

  32. Lipari, G. & Szabo, A. Model-free approach to the interpretation of nuclear magnetic-resonance relaxation in macromolecules. 1. Theory and range of validity. J. Am. Chem. Soc. 104, 4546–4559 (1982)

    Article  CAS  Google Scholar 

  33. Dellwo, M. J. & Wand, A. J. Model-independent and model-dependent analysis of the global and internal dynamics of cyclosporine-A. J. Am. Chem. Soc. 111, 4571–4578 (1989)

    Article  CAS  Google Scholar 

  34. Scott, D. On optimal and data-based histograms. Biometrika 10, 605–610 (1979)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgements

This work was supported by a grant from the National Institutes of Health. We are grateful to S. W. Englander for helpful discussion and to Mark I. Greene for access to isothermal titration calorimetry instrumentation.

Author Contributions A.J.W. devised and initiated the project. K.K.F., M.S.M., and K.G.V. prepared the materials, collected and analysed the primary data. K.K.F. and A.J.W. performed the entropy analysis. A.J.W. wrote the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. Joshua Wand.

Ethics declarations

Competing interests

Reprints and permissions information is available at www.nature.com/reprints. The authors declare no competing financial interests.

Supplementary information

Supplementary Information

This file contains Supplementary Figure S1 with Legend and Supplementary Tables S1-S7. (PDF 304 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Frederick, K., Marlow, M., Valentine, K. et al. Conformational entropy in molecular recognition by proteins. Nature 448, 325–329 (2007). https://doi.org/10.1038/nature05959

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nature05959

This article is cited by

Comments

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing