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Knowledge-based prediction of DNA hydration using hydrated dinucleotides as building blocks

Water plays an important role in stabilizing the structure of DNA and mediating its interactions. Here, the hydration of DNA was analyzed in terms of dinucleotide fragments from an ensemble of 2727 nonredundant DNA chains containing 41 853 dinucleotides and 316 265 associated first-shell water molec...

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Autores principales: Biedermannová, Lada, Černý, Jiří, Malý, Michal, Nekardová, Michaela, Schneider, Bohdan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Union of Crystallography 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344474/
https://www.ncbi.nlm.nih.gov/pubmed/35916227
http://dx.doi.org/10.1107/S2059798322006234
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author Biedermannová, Lada
Černý, Jiří
Malý, Michal
Nekardová, Michaela
Schneider, Bohdan
author_facet Biedermannová, Lada
Černý, Jiří
Malý, Michal
Nekardová, Michaela
Schneider, Bohdan
author_sort Biedermannová, Lada
collection PubMed
description Water plays an important role in stabilizing the structure of DNA and mediating its interactions. Here, the hydration of DNA was analyzed in terms of dinucleotide fragments from an ensemble of 2727 nonredundant DNA chains containing 41 853 dinucleotides and 316 265 associated first-shell water molecules. The dinucleotides were classified into categories based on their 16 sequences and the previously determined structural classes known as nucleotide conformers (NtCs). The construction of hydrated dinucleotide building blocks allowed dinucleotide hydration to be calculated as the probability of water density distributions. Peaks in the water densities, known as hydration sites (HSs), uncovered the interplay between base and sugar-phosphate hydration in the context of sequence and structure. To demonstrate the predictive power of hydrated DNA building blocks, they were then used to predict hydration in an independent set of crystal and NMR structures. In ten tested crystal structures, the positions of predicted HSs and experimental waters were in good agreement (more than 40% were within 0.5 Å) and correctly reproduced the known features of DNA hydration, for example the ‘spine of hydration’ in B-DNA. Therefore, it is proposed that hydrated building blocks can be used to predict DNA hydration in structures solved by NMR and cryo-EM, thus providing a guide to the interpretation of experimental data and computer models. The data for the hydrated building blocks and the predictions are available for browsing and visualization at the website https://watlas.datmos.org/watna/.
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spelling pubmed-93444742022-08-15 Knowledge-based prediction of DNA hydration using hydrated dinucleotides as building blocks Biedermannová, Lada Černý, Jiří Malý, Michal Nekardová, Michaela Schneider, Bohdan Acta Crystallogr D Struct Biol Research Papers Water plays an important role in stabilizing the structure of DNA and mediating its interactions. Here, the hydration of DNA was analyzed in terms of dinucleotide fragments from an ensemble of 2727 nonredundant DNA chains containing 41 853 dinucleotides and 316 265 associated first-shell water molecules. The dinucleotides were classified into categories based on their 16 sequences and the previously determined structural classes known as nucleotide conformers (NtCs). The construction of hydrated dinucleotide building blocks allowed dinucleotide hydration to be calculated as the probability of water density distributions. Peaks in the water densities, known as hydration sites (HSs), uncovered the interplay between base and sugar-phosphate hydration in the context of sequence and structure. To demonstrate the predictive power of hydrated DNA building blocks, they were then used to predict hydration in an independent set of crystal and NMR structures. In ten tested crystal structures, the positions of predicted HSs and experimental waters were in good agreement (more than 40% were within 0.5 Å) and correctly reproduced the known features of DNA hydration, for example the ‘spine of hydration’ in B-DNA. Therefore, it is proposed that hydrated building blocks can be used to predict DNA hydration in structures solved by NMR and cryo-EM, thus providing a guide to the interpretation of experimental data and computer models. The data for the hydrated building blocks and the predictions are available for browsing and visualization at the website https://watlas.datmos.org/watna/. International Union of Crystallography 2022-07-21 /pmc/articles/PMC9344474/ /pubmed/35916227 http://dx.doi.org/10.1107/S2059798322006234 Text en © Lada Biedermannová et al. 2022 https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution (CC-BY) Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are cited.
spellingShingle Research Papers
Biedermannová, Lada
Černý, Jiří
Malý, Michal
Nekardová, Michaela
Schneider, Bohdan
Knowledge-based prediction of DNA hydration using hydrated dinucleotides as building blocks
title Knowledge-based prediction of DNA hydration using hydrated dinucleotides as building blocks
title_full Knowledge-based prediction of DNA hydration using hydrated dinucleotides as building blocks
title_fullStr Knowledge-based prediction of DNA hydration using hydrated dinucleotides as building blocks
title_full_unstemmed Knowledge-based prediction of DNA hydration using hydrated dinucleotides as building blocks
title_short Knowledge-based prediction of DNA hydration using hydrated dinucleotides as building blocks
title_sort knowledge-based prediction of dna hydration using hydrated dinucleotides as building blocks
topic Research Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344474/
https://www.ncbi.nlm.nih.gov/pubmed/35916227
http://dx.doi.org/10.1107/S2059798322006234
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