Cryo‐ <scp>EM</scp> Analysis in <scp>CASP16</scp>

Since CASP13, experimentalists have been encouraged to provide their cryo-EM data along with the derived atomic models to the CASP organizers to aid assessment. In CASP16, 38 cryo-EM datasets were provided for assessment, which represented most cryo-EM targets. The corresponding targets typically comprised a single derived atomic structure; however, that model may be only one of several valid conformations. Flexibility often manifests as low-resolution regions in a cryo-EM reconstruction, particularly in RNA but often also in protein complexes. We show that local resolution in the reconstruction correlates well with the root-mean-square fluctuations (RMSF) of residues of accurate CASP predictions. The correlation between the local resolution and pLDDT was less clear, especially when mobile domains were present. When the resolution allowed, assessment of features such as sidechains, using our variant of SMOC with local fragment alignment, indicated that even high-quality predictions have room for improvement; on the other hand, some predictions fitted the density better in specific regions, indicating modeling discrepancies in the target. In one extreme case, a submitted target had regions of low-resolution that limited unambiguous model building. In such cases, part of the target structure is essentially a prediction itself, with implications for the assessment. Experimental data remain essential for model-free assessment of predictions and offer unique analyses such as comparisons to local resolution and thus flexibility.

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Publication Details

Journal
Proteins Structure Function and Bioinformatics
Published
2025-12-11
DOI
https://doi.org/10.1002/prot.70099
Primary Topic
Advanced Electron Microscopy Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Cryo‐ EM Analysis in CASP16

Thomas Mulvaney, Andriy Kryshtafovych, Maya Topf
Proteins Structure Function and Bioinformatics
Advanced Electron Microscopy Techniques and Applications
article

Cryo‐ EM Analysis in CASP16

Thomas Mulvaney, Andriy Kryshtafovych, Maya Topf
article en

Abstract

Since CASP13, experimentalists have been encouraged to provide their cryo-EM data along with the derived atomic models to the CASP organizers to aid assessment. In CASP16, 38 cryo-EM datasets were provided for assessment, which represented most cryo-EM targets. The corresponding targets typically comprised a single derived atomic structure; however, that model may be only one of several valid conformations. Flexibility often manifests as low-resolution regions in a cryo-EM reconstruction, particularly in RNA but often also in protein complexes. We show that local resolution in the reconstruction correlates well with the root-mean-square fluctuations (RMSF) of residues of accurate CASP predictions. The correlation between the local resolution and pLDDT was less clear, especially when mobile domains were present. When the resolution allowed, assessment of features such as sidechains, using our variant of SMOC with local fragment alignment, indicated that even high-quality predictions have room for improvement; on the other hand, some predictions fitted the density better in specific regions, indicating modeling discrepancies in the target. In one extreme case, a submitted target had regions of low-resolution that limited unambiguous model building. In such cases, part of the target structure is essentially a prediction itself, with implications for the assessment. Experimental data remain essential for model-free assessment of predictions and offer unique analyses such as comparisons to local resolution and thus flexibility.

Proteins Structure Function and BioinformaticsVol. 94(1)
Leibniz Institute of Virology (LIV) (DE), Universität Hamburg (DE), University Medical Center Hamburg-Eppendorf (DE), Centre for Structural Systems Biology (DE), Institute of Virology of the Slovak Academy of Sciences (SK), University of California, Davis (US)
Wellcome Trust, Deutsche Forschungsgemeinschaft, National Institutes of Health, Leibniz-Gemeinschaft, National Institute of General Medical Sciences
Openalex Percentile: Top 80%
Advanced Electron Microscopy Techniques and Applications
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