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Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge.

Publication ,  Journal Article
Lawson, CL; Kryshtafovych, A; Adams, PD; Afonine, PV; Baker, ML; Barad, BA; Bond, P; Burnley, T; Cao, R; Cheng, J; Chojnowski, G; Cowtan, K ...
Published in: Nat Methods
February 2021

This paper describes outcomes of the 2019 Cryo-EM Model Challenge. The goals were to (1) assess the quality of models that can be produced from cryogenic electron microscopy (cryo-EM) maps using current modeling software, (2) evaluate reproducibility of modeling results from different software developers and users and (3) compare performance of current metrics used for model evaluation, particularly Fit-to-Map metrics, with focus on near-atomic resolution. Our findings demonstrate the relatively high accuracy and reproducibility of cryo-EM models derived by 13 participating teams from four benchmark maps, including three forming a resolution series (1.8 to 3.1 Å). The results permit specific recommendations to be made about validating near-atomic cryo-EM structures both in the context of individual experiments and structure data archives such as the Protein Data Bank. We recommend the adoption of multiple scoring parameters to provide full and objective annotation and assessment of the model, reflective of the observed cryo-EM map density.

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Published In

Nat Methods

DOI

EISSN

1548-7105

Publication Date

February 2021

Volume

18

Issue

2

Start / End Page

156 / 164

Location

United States

Related Subject Headings

  • Proteins
  • Protein Conformation
  • Models, Molecular
  • Developmental Biology
  • Crystallography, X-Ray
  • Cryoelectron Microscopy
  • 31 Biological sciences
  • 11 Medical and Health Sciences
  • 10 Technology
  • 06 Biological Sciences
 

Citation

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Lawson, C. L., Kryshtafovych, A., Adams, P. D., Afonine, P. V., Baker, M. L., Barad, B. A., … Chiu, W. (2021). Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge. Nat Methods, 18(2), 156–164. https://doi.org/10.1038/s41592-020-01051-w
Lawson, Catherine L., Andriy Kryshtafovych, Paul D. Adams, Pavel V. Afonine, Matthew L. Baker, Benjamin A. Barad, Paul Bond, et al. “Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge.Nat Methods 18, no. 2 (February 2021): 156–64. https://doi.org/10.1038/s41592-020-01051-w.
Lawson CL, Kryshtafovych A, Adams PD, Afonine PV, Baker ML, Barad BA, et al. Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge. Nat Methods. 2021 Feb;18(2):156–64.
Lawson, Catherine L., et al. “Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge.Nat Methods, vol. 18, no. 2, Feb. 2021, pp. 156–64. Pubmed, doi:10.1038/s41592-020-01051-w.
Lawson CL, Kryshtafovych A, Adams PD, Afonine PV, Baker ML, Barad BA, Bond P, Burnley T, Cao R, Cheng J, Chojnowski G, Cowtan K, Dill KA, DiMaio F, Farrell DP, Fraser JS, Herzik MA, Hoh SW, Hou J, Hung L-W, Igaev M, Joseph AP, Kihara D, Kumar D, Mittal S, Monastyrskyy B, Olek M, Palmer CM, Patwardhan A, Perez A, Pfab J, Pintilie GD, Richardson JS, Rosenthal PB, Sarkar D, Schäfer LU, Schmid MF, Schröder GF, Shekhar M, Si D, Singharoy A, Terashi G, Terwilliger TC, Vaiana A, Wang L, Wang Z, Wankowicz SA, Williams CJ, Winn M, Wu T, Yu X, Zhang K, Berman HM, Chiu W. Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge. Nat Methods. 2021 Feb;18(2):156–164.

Published In

Nat Methods

DOI

EISSN

1548-7105

Publication Date

February 2021

Volume

18

Issue

2

Start / End Page

156 / 164

Location

United States

Related Subject Headings

  • Proteins
  • Protein Conformation
  • Models, Molecular
  • Developmental Biology
  • Crystallography, X-Ray
  • Cryoelectron Microscopy
  • 31 Biological sciences
  • 11 Medical and Health Sciences
  • 10 Technology
  • 06 Biological Sciences