Skip to main content
Log in

Data analysis procedures for pulse ELDOR measurements of broad distance distributions

  • Published:
Applied Magnetic Resonance Aims and scope Submit manuscript

Abstract

The reliability of procedures for extracting the distance distribution between spins from the dipolar evolution function is studied with particular emphasis on broad distributions. A new numerically stable procedure for fitting distance distributions with polynomial interpolation between sampling points is introduced and compared to Tikhonov regularization in the dipolar frequency and distance domains and to approximate Pake transformation. Distance distribution with only narrow peaks are most reliably extracted by distance-domain Tikhonov regularization, while frequency-domain Tikhonov regularization is favorable for distributions with only broad peaks. For the quantification of distributions by their mean distance and variance, Hermite polynomial interpolation provides the best results. Distributions that contain both broad and narrow peaks are most difficult to analyze. In this case a high signal-to-noise ratio is strictly required and approximate Pake transformation should be applied. A procedure is given for renormalizing primary experimental data from protein preparations with slightly different degrees of spin labelling, so that they can be compared directly. Performance of all the data analysis procedures is demonstrated on experimental data for a shape-persistent biradical with a label-to-label distance of 5 nm, for a [2]catenane with a broad distance distribution, and for a doubly spin-labelled double mutant of plant light harvesting complex II

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.

Similar content being viewed by others

References

  1. Schweiger A., Jeschke G.: Principles of Pulse Electron Paramagnetic Resonance. Oxford: Oxford University Press 2001.

    Google Scholar 

  2. Berliner L.J., Eaton S.S.: Biological Magnetic Resonance (Eaton G.R., ed.), vol. 19. New York: Plenum 2000.

    Google Scholar 

  3. Jeschke G.: Macromol. Rapid Commun.23, 227 (2002)

    Article  Google Scholar 

  4. Pannier M., Schädler V., Schöps M., Wiesner U., Jeschke G., Spiess H.W.: Macromolecules33, 7812 (2000)

    Article  ADS  Google Scholar 

  5. Pannier M., Schöps M., Schädler V., Wiesner U., Jeschke G., Spiess H.W.: Macromolecules34, 5555 (2001)

    Article  ADS  Google Scholar 

  6. Jeschke G., Godt A.: Chem. Phys. Chem.4, 1328 (2003)

    Google Scholar 

  7. Hubbell W.L., Cafiso D.S., Altenbach C.: Nat. Struct. Biol.7, 735 (2000)

    Article  Google Scholar 

  8. Hubbell W.L., Altenbach C., Hubbell C.M., Khorana H.G.: Trends Biochem. Sci.27, 288 (2003)

    Google Scholar 

  9. Borbat P.P., Freed J.H.: J. Am. Chem. Soc.124, 5304 (2002)

    Article  Google Scholar 

  10. Milov A.D., Salikhov K.M., Shirov M.D.: Fiz. Tverd. Tela (Leningrad)23, 957 (1981)

    Google Scholar 

  11. Milov A.D., Ponomarev A.B., Tsvetkov Yu.D.: Chem. Phys. Lett.110, 67 (1984)

    Article  ADS  Google Scholar 

  12. Milov A.D., Maryasov A.G., Tsvetkov Yu.D.: Appl. Magn. Reson.15, 107 (1998)

    Article  Google Scholar 

  13. Pannier M., Veit S., Godt A., Jeschke G., Spiess H.W.: J. Magn. Reson.142, 331 (2000)

    Article  ADS  Google Scholar 

  14. Kurshev V.V., Raitsimring A.M., Tsvetkov Yu.D.: J. Magn. Reson.81, 441 (1989)

    Google Scholar 

  15. Borbat P.P., Freed J.H.: Chem. Phys. Lett.313, 145 (1999)

    Article  ADS  Google Scholar 

  16. Jeschke G., Pannier M., Godt A., Spiess H.W.: Chem. Phys. Lett.331, 243 (2000)

    Article  ADS  Google Scholar 

  17. Jeschke G., Koch A., Jonas U., Godt A.: J. Magn. Reson.155, 72 (2001)

    Article  ADS  Google Scholar 

  18. Jeschke G.: Chem. Phys. Chem.3, 927 (2002)

    Google Scholar 

  19. Larsen R.G., Singel D.J.: J. Chem. Phys.98, 5134 (1993)

    Article  ADS  Google Scholar 

  20. Milov A.D., Samoilova R.I., Tsvetkov Yu.D., Gusev V.A., Formaggio F., Crisma M., Toniolo C., Raap J.: Appl. Magn. Reson.23, 81 (2002)

    Article  Google Scholar 

  21. Milov A.D., Tsvetkov Yu.D., Gorbunova E.Y., Mustaeva L.G., Ovchinnikova T.V., Raap J.: Bio olymers64, 328 (2002)

    Google Scholar 

  22. Tikhonov A.N., Arsenin V.Y. in: Solution of Ill-Posed Problems. New York: Wiley 1977.

    Google Scholar 

  23. Honerkamp J., Weese J.: Contin. Mech. Thermodin.2, 17 (1990)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  24. Weese J.: Comput. Phys. Commun.69, 99 (1992)

    Article  ADS  Google Scholar 

  25. Godt A., Franzen C., Veit S., Enkelmann V., Pannier M., Jeschke G.: J. Org. Chem.65, 7575 (2000)

    Article  Google Scholar 

  26. Duda S., Godt A.: Eur. J. Org. Chem.2003, 3412.

  27. Paulsen H., Finkenzeller B., Kühlein N.: Eur. J. Biochem.215, 809 (1993)

    Article  Google Scholar 

  28. Vogt F.G., Aurentz D.J., Mueller K.T.: Mol. Phys.95, 907 (1998)

    Article  ADS  Google Scholar 

  29. Steinhoff H.J., Suess B.: Methods29, 188 (2003)

    Article  Google Scholar 

  30. Birnbaum Z.W., Saunders S.C.: J. Appl. Probab.6, 319 (1969)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to G. Jeschke.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Jeschke, G., Panek, G., Godt, A. et al. Data analysis procedures for pulse ELDOR measurements of broad distance distributions. Appl. Magn. Reson. 26, 223–244 (2004). https://doi.org/10.1007/BF03166574

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF03166574

Keywords

Navigation