Skip to main content
Log in

Prevention of overfitting in cryo-EM structure determination

  • Correspondence
  • Published:

From Nature Methods

View current issue Submit your manuscript

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.

Figure 1: The prevention of overfitting.

References

  1. Henderson, R. et al. Structure 20, 205–214 (2012).

    Article  CAS  Google Scholar 

  2. Saxton, W.O. & Baumeister, W. J. Microsc. 127, 127–138 (1982).

    Article  CAS  Google Scholar 

  3. Stewart, A. & Grigorieff, N. Ultramicroscopy 102, 67–84 (2004).

    Article  CAS  Google Scholar 

  4. Scheres, S.H. J. Mol. Biol. 415, 406–418 (2012).

    Article  CAS  Google Scholar 

  5. Henderson, R. et al. J. Mol. Biol. 413, 1028–1046 (2011).

    Article  CAS  Google Scholar 

  6. Scheres, S.H. et al. Nat. Protoc. 3, 977–990 (2008).

    Article  CAS  Google Scholar 

  7. Böttcher, B., Wynne, S.A. & Crowther, R.A. Nature 386, 88–91 (1997).

    Article  Google Scholar 

  8. Rosenthal, P.B. & Henderson, R. J. Mol. Biol. 333, 721–745 (2003).

    Article  CAS  Google Scholar 

Download references

Acknowledgements

We are grateful to T. Crowther and R. Henderson for helpful discussions and to J. Grimmett for help with computing. T. Crowther provided hepatitis B data, and the National Center for Macromolecular Imaging, which is funded by US National Institutes of Health grant P41RR02250, provided GroEL data. This work was funded by the UK Medical Research Council through grant MC_UP_A025_1013 to S.H.W.S.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sjors H W Scheres.

Ethics declarations

Competing interests

The authors declare no competing financial interests.

Supplementary information

Supplementary Text and Figures

Supplementary Figures 1–4, Supplementary Table 1, Supplementary Methods and Supplementary Software (PDF 765 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Scheres, S., Chen, S. Prevention of overfitting in cryo-EM structure determination. Nat Methods 9, 853–854 (2012). https://doi.org/10.1038/nmeth.2115

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nmeth.2115

  • Springer Nature America, Inc.

This article is cited by

Navigation