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Visualizing RNA Structures by SAXS-Driven MD Simulations
The biological role of biomolecules is intimately linked to their structural dynamics. Experimental or computational techniques alone are often insufficient to determine accurate structural ensembles in atomic detail. We use all-atom molecular dynamics (MD) simulations and couple it to small-angle X...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580860/ https://www.ncbi.nlm.nih.gov/pubmed/36304317 http://dx.doi.org/10.3389/fbinf.2022.781949 |
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author | He, Weiwei Henning-Knechtel, Anja Kirmizialtin, Serdal |
author_facet | He, Weiwei Henning-Knechtel, Anja Kirmizialtin, Serdal |
author_sort | He, Weiwei |
collection | PubMed |
description | The biological role of biomolecules is intimately linked to their structural dynamics. Experimental or computational techniques alone are often insufficient to determine accurate structural ensembles in atomic detail. We use all-atom molecular dynamics (MD) simulations and couple it to small-angle X-ray scattering (SAXS) experiments to resolve the structural dynamics of RNA molecules. To accomplish this task, we utilize a set of re-weighting and biasing techniques tailored for RNA molecules. To showcase our approach, we study two RNA molecules: a riboswitch that shows structural variations upon ligand binding, and a two-way junction RNA that displays structural heterogeneity and sensitivity to salt conditions. Integration of MD simulations and experiments allows the accurate construction of conformational ensembles of RNA molecules. We observe a dynamic change of the SAM-I riboswitch conformations depending on its binding partners. The binding of SAM and Mg(2+) cations stabilizes the compact state. The absence of Mg(2+) or SAM leads to the loss of tertiary contacts, resulting in a dramatic expansion of the riboswitch conformations. The sensitivity of RNA structures to the ionic strength demonstrates itself in the helix junction helix (HJH). The HJH shows non-monotonic compaction as the ionic strength increases. The physics-based picture derived from the experimentally guided MD simulations allows biophysical characterization of RNA molecules. All in all, SAXS-guided MD simulations offer great prospects for studying RNA structural dynamics. |
format | Online Article Text |
id | pubmed-9580860 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95808602022-10-26 Visualizing RNA Structures by SAXS-Driven MD Simulations He, Weiwei Henning-Knechtel, Anja Kirmizialtin, Serdal Front Bioinform Bioinformatics The biological role of biomolecules is intimately linked to their structural dynamics. Experimental or computational techniques alone are often insufficient to determine accurate structural ensembles in atomic detail. We use all-atom molecular dynamics (MD) simulations and couple it to small-angle X-ray scattering (SAXS) experiments to resolve the structural dynamics of RNA molecules. To accomplish this task, we utilize a set of re-weighting and biasing techniques tailored for RNA molecules. To showcase our approach, we study two RNA molecules: a riboswitch that shows structural variations upon ligand binding, and a two-way junction RNA that displays structural heterogeneity and sensitivity to salt conditions. Integration of MD simulations and experiments allows the accurate construction of conformational ensembles of RNA molecules. We observe a dynamic change of the SAM-I riboswitch conformations depending on its binding partners. The binding of SAM and Mg(2+) cations stabilizes the compact state. The absence of Mg(2+) or SAM leads to the loss of tertiary contacts, resulting in a dramatic expansion of the riboswitch conformations. The sensitivity of RNA structures to the ionic strength demonstrates itself in the helix junction helix (HJH). The HJH shows non-monotonic compaction as the ionic strength increases. The physics-based picture derived from the experimentally guided MD simulations allows biophysical characterization of RNA molecules. All in all, SAXS-guided MD simulations offer great prospects for studying RNA structural dynamics. Frontiers Media S.A. 2022-02-18 /pmc/articles/PMC9580860/ /pubmed/36304317 http://dx.doi.org/10.3389/fbinf.2022.781949 Text en Copyright © 2022 He, Henning-Knechtel and Kirmizialtin. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioinformatics He, Weiwei Henning-Knechtel, Anja Kirmizialtin, Serdal Visualizing RNA Structures by SAXS-Driven MD Simulations |
title | Visualizing RNA Structures by SAXS-Driven MD Simulations |
title_full | Visualizing RNA Structures by SAXS-Driven MD Simulations |
title_fullStr | Visualizing RNA Structures by SAXS-Driven MD Simulations |
title_full_unstemmed | Visualizing RNA Structures by SAXS-Driven MD Simulations |
title_short | Visualizing RNA Structures by SAXS-Driven MD Simulations |
title_sort | visualizing rna structures by saxs-driven md simulations |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580860/ https://www.ncbi.nlm.nih.gov/pubmed/36304317 http://dx.doi.org/10.3389/fbinf.2022.781949 |
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