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Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution

[Image: see text] The 68-kDa homodimeric 3C-like protease of SARS-CoV-2, M(pro) (3CLpro/Nsp5), is a promising antiviral drug target. We evaluate the concordance of models generated by the newly introduced AlphaFold2 structure prediction program with residual dipolar couplings (RDCs) measured in solu...

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Autores principales: Robertson, Angus J., Courtney, Joseph M., Shen, Yang, Ying, Jinfa, Bax, Ad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8592127/
https://www.ncbi.nlm.nih.gov/pubmed/34757725
http://dx.doi.org/10.1021/jacs.1c10588
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author Robertson, Angus J.
Courtney, Joseph M.
Shen, Yang
Ying, Jinfa
Bax, Ad
author_facet Robertson, Angus J.
Courtney, Joseph M.
Shen, Yang
Ying, Jinfa
Bax, Ad
author_sort Robertson, Angus J.
collection PubMed
description [Image: see text] The 68-kDa homodimeric 3C-like protease of SARS-CoV-2, M(pro) (3CLpro/Nsp5), is a promising antiviral drug target. We evaluate the concordance of models generated by the newly introduced AlphaFold2 structure prediction program with residual dipolar couplings (RDCs) measured in solution for (15)N–(1)H(N) and (13)C′–(1)H(N) atom pairs. The latter were measured using a new, highly precise TROSY-AntiTROSY Encoded RDC (TATER) experiment. Three sets of AlphaFold2 models were evaluated: (1) M(pro)(AF), generated using the standard AlphaFold2 input structural database; (2) M(pro)(AFD), where the AlphaFold2 implementation was modified to exclude all candidate template X-ray structures deposited after Jan 1, 2020; and (3) M(pro)(AFS), which excluded all structures homologous to coronaviral M(pro). Close agreement between all three sets of AlphaFold models and experimental RDC data is found for most of the protein. For residues in well-defined secondary structure, the agreement decreases somewhat upon Amber relaxation. For these regions, M(pro)(AF) agreement exceeds that of most high-resolution X-ray structures. Residues from domain 2 that comprise elements of both the active site and the homo-dimerization interface fit less well across all structures. These results indicate novel opportunities for combining experimentation with molecular dynamics simulations, where solution RDCs provide highly precise input for QM/MM simulations of substrate binding/reaction trajectories.
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spelling pubmed-85921272021-11-15 Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution Robertson, Angus J. Courtney, Joseph M. Shen, Yang Ying, Jinfa Bax, Ad J Am Chem Soc [Image: see text] The 68-kDa homodimeric 3C-like protease of SARS-CoV-2, M(pro) (3CLpro/Nsp5), is a promising antiviral drug target. We evaluate the concordance of models generated by the newly introduced AlphaFold2 structure prediction program with residual dipolar couplings (RDCs) measured in solution for (15)N–(1)H(N) and (13)C′–(1)H(N) atom pairs. The latter were measured using a new, highly precise TROSY-AntiTROSY Encoded RDC (TATER) experiment. Three sets of AlphaFold2 models were evaluated: (1) M(pro)(AF), generated using the standard AlphaFold2 input structural database; (2) M(pro)(AFD), where the AlphaFold2 implementation was modified to exclude all candidate template X-ray structures deposited after Jan 1, 2020; and (3) M(pro)(AFS), which excluded all structures homologous to coronaviral M(pro). Close agreement between all three sets of AlphaFold models and experimental RDC data is found for most of the protein. For residues in well-defined secondary structure, the agreement decreases somewhat upon Amber relaxation. For these regions, M(pro)(AF) agreement exceeds that of most high-resolution X-ray structures. Residues from domain 2 that comprise elements of both the active site and the homo-dimerization interface fit less well across all structures. These results indicate novel opportunities for combining experimentation with molecular dynamics simulations, where solution RDCs provide highly precise input for QM/MM simulations of substrate binding/reaction trajectories. American Chemical Society 2021-11-10 2021-11-24 /pmc/articles/PMC8592127/ /pubmed/34757725 http://dx.doi.org/10.1021/jacs.1c10588 Text en Not subject to U.S. Copyright. Published 2021 by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Robertson, Angus J.
Courtney, Joseph M.
Shen, Yang
Ying, Jinfa
Bax, Ad
Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution
title Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution
title_full Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution
title_fullStr Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution
title_full_unstemmed Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution
title_short Concordance of X-ray and AlphaFold2 Models of SARS-CoV-2 Main Protease with Residual Dipolar Couplings Measured in Solution
title_sort concordance of x-ray and alphafold2 models of sars-cov-2 main protease with residual dipolar couplings measured in solution
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8592127/
https://www.ncbi.nlm.nih.gov/pubmed/34757725
http://dx.doi.org/10.1021/jacs.1c10588
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