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  Assessing the utility of CASP14 models for molecular replacement

Millán, C., Keegan, R., Pereira, J., Sammito, M., Simpkin, A., McCoy, A., et al. (2021). Assessing the utility of CASP14 models for molecular replacement. Proteins: Structure, Function, and Bioinformatics, 89(12), 1752-1769. doi:10.1002/prot.26214.

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 Creators:
Millán, C, Author
Keegan, RM, Author
Pereira, J1, Author           
Sammito, MD, Author
Simpkin, AJ, Author
McCoy, AJ, Author
Lupas, AN1, Author           
Hartmann, MD1, 2, Author           
Rigden, DJ, Author
Read, RJ, Author
Affiliations:
1Department Protein Evolution, Max Planck Institute for Developmental Biology, Max Planck Society, ou_3375791              
2Molecular Recognition and Catalysis Group, Department Protein Evolution, Max Planck Institute for Developmental Biology, Max Planck Society, ou_3477392              

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 Abstract: The assessment of CASP models for utility in molecular replacement is a measure of their use in a valuable real-world application. In CASP7, the metric for molecular replacement assessment involved full likelihood-based molecular replacement searches; however, this restricted the assessable targets to crystal structures with only one copy of the target in the asymmetric unit, and to those where the search found the correct pose. In CASP10, full molecular replacement searches were replaced by likelihood-based rigid-body refinement of models superimposed on the target using the LGA algorithm, with the metric being the refined log-likelihood-gain (LLG) score. This enabled multi-copy targets and very poor models to be evaluated, but a significant further issue remained: the requirement of diffraction data for assessment. We introduce here the relative-expected-LLG (reLLG), which is independent of diffraction data. This reLLG is also independent of any crystal form, and can be calculated regardless of the source of the target, be it X-ray, NMR or cryo-EM. We calibrate the reLLG against the LLG for targets in CASP14, showing that it is a robust measure of both model and group ranking. Like the LLG, the reLLG shows that accurate coordinate error estimates add substantial value to predicted models. We find that refinement by CASP groups can often convert an inadequate initial model into a successful MR search model. Consistent with findings from others, we show that the AlphaFold2 models are sufficiently good, and reliably so, to surpass other current model generation strategies for attempting molecular replacement phasing.

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 Dates: 2021-12
 Publication Status: Issued
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 Rev. Type: -
 Identifiers: DOI: 10.1002/prot.26214
PMID: 34387010
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Title: Proteins: Structure, Function, and Bioinformatics
Source Genre: Journal
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Publ. Info: New York, NY : John Wiley & Sons
Pages: - Volume / Issue: 89 (12) Sequence Number: - Start / End Page: 1752 - 1769 Identifier: ISSN: 0887-3585
CoNE: https://pure.mpg.de/cone/journals/resource/954925553393_1