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Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package

BACKGROUND: RNA features a highly negatively charged phosphate backbone that attracts a cloud of counter-ions that reduce the electrostatic repulsion in a concentration dependent manner. Ion concentrations thus have a large influence on folding and stability of RNA structures. Despite their well-doc...

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Autores principales: Yao, Hua-Ting, Lorenz, Ronny, Hofacker, Ivo L., Stadler, Peter F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10386259/
https://www.ncbi.nlm.nih.gov/pubmed/37516881
http://dx.doi.org/10.1186/s13015-023-00236-0
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author Yao, Hua-Ting
Lorenz, Ronny
Hofacker, Ivo L.
Stadler, Peter F.
author_facet Yao, Hua-Ting
Lorenz, Ronny
Hofacker, Ivo L.
Stadler, Peter F.
author_sort Yao, Hua-Ting
collection PubMed
description BACKGROUND: RNA features a highly negatively charged phosphate backbone that attracts a cloud of counter-ions that reduce the electrostatic repulsion in a concentration dependent manner. Ion concentrations thus have a large influence on folding and stability of RNA structures. Despite their well-documented effects, salt effects are not handled consistently by currently available secondary structure prediction algorithms. Combining Debye-Hückel potentials for line charges and Manning’s counter-ion condensation theory, Einert et al. (Biophys J 100: 2745-2753, 2011) modeled the energetic contributions of monovalent cations on loops and helices. RESULTS: The model of Einert et al. is adapted to match the structure of the dynamic programming recursion of RNA secondary structure prediction algorithms. An empirical term describing the salt dependence of the duplex initiation energy is added to improve co-folding predictions for two or more RNA strands. The slightly modified model is implemented in the ViennaRNA package in such way that only the energy parameters but not the algorithmic structure is affected. A comparison with data from the literature show that predicted free energies and melting temperatures are in reasonable agreement with experiments. CONCLUSION: The new feature in the ViennaRNA package makes it possible to study effects of salt concentrations on RNA folding in a systematic manner. Strictly speaking, the model pertains only to mono-valent cations, and thus covers the most important parameter, i.e., the NaCl concentration. It remains a question for future research to what extent unspecific effects of bi- and tri-valent cations can be approximated in a similar manner. AVAILABILITY: Corrections for the concentration of monovalent cations are available in the ViennaRNA package starting from version 2.6.0. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13015-023-00236-0.
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spelling pubmed-103862592023-07-30 Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package Yao, Hua-Ting Lorenz, Ronny Hofacker, Ivo L. Stadler, Peter F. Algorithms Mol Biol Research BACKGROUND: RNA features a highly negatively charged phosphate backbone that attracts a cloud of counter-ions that reduce the electrostatic repulsion in a concentration dependent manner. Ion concentrations thus have a large influence on folding and stability of RNA structures. Despite their well-documented effects, salt effects are not handled consistently by currently available secondary structure prediction algorithms. Combining Debye-Hückel potentials for line charges and Manning’s counter-ion condensation theory, Einert et al. (Biophys J 100: 2745-2753, 2011) modeled the energetic contributions of monovalent cations on loops and helices. RESULTS: The model of Einert et al. is adapted to match the structure of the dynamic programming recursion of RNA secondary structure prediction algorithms. An empirical term describing the salt dependence of the duplex initiation energy is added to improve co-folding predictions for two or more RNA strands. The slightly modified model is implemented in the ViennaRNA package in such way that only the energy parameters but not the algorithmic structure is affected. A comparison with data from the literature show that predicted free energies and melting temperatures are in reasonable agreement with experiments. CONCLUSION: The new feature in the ViennaRNA package makes it possible to study effects of salt concentrations on RNA folding in a systematic manner. Strictly speaking, the model pertains only to mono-valent cations, and thus covers the most important parameter, i.e., the NaCl concentration. It remains a question for future research to what extent unspecific effects of bi- and tri-valent cations can be approximated in a similar manner. AVAILABILITY: Corrections for the concentration of monovalent cations are available in the ViennaRNA package starting from version 2.6.0. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13015-023-00236-0. BioMed Central 2023-07-29 /pmc/articles/PMC10386259/ /pubmed/37516881 http://dx.doi.org/10.1186/s13015-023-00236-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Yao, Hua-Ting
Lorenz, Ronny
Hofacker, Ivo L.
Stadler, Peter F.
Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package
title Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package
title_full Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package
title_fullStr Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package
title_full_unstemmed Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package
title_short Mono-valent salt corrections for RNA secondary structures in the ViennaRNA package
title_sort mono-valent salt corrections for rna secondary structures in the viennarna package
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10386259/
https://www.ncbi.nlm.nih.gov/pubmed/37516881
http://dx.doi.org/10.1186/s13015-023-00236-0
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