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Estimating uncertainty in predicted folding free energy changes of RNA secondary structures

Nearest neighbor parameters for estimating the folding stability of RNA are commonly used in secondary structure prediction, for generating folding ensembles of structures, and for analyzing RNA function. Previously, we demonstrated that we could quantify the uncertainties in each nearest neighbor p...

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Detalles Bibliográficos
Autores principales: Zuber, Jeffrey, Mathews, David H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6521603/
https://www.ncbi.nlm.nih.gov/pubmed/30952689
http://dx.doi.org/10.1261/rna.069203.118
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author Zuber, Jeffrey
Mathews, David H.
author_facet Zuber, Jeffrey
Mathews, David H.
author_sort Zuber, Jeffrey
collection PubMed
description Nearest neighbor parameters for estimating the folding stability of RNA are commonly used in secondary structure prediction, for generating folding ensembles of structures, and for analyzing RNA function. Previously, we demonstrated that we could quantify the uncertainties in each nearest neighbor parameter by perturbing the underlying optical melting data within experimental error and rederiving the parameters, which accounts for the substantial correlations that exist between the parameters. In this contribution, we describe a method to estimate uncertainty in the estimated folding stabilities of RNA structures, accounting for correlations in the nearest neighbor parameters. This method is incorporated in the RNA structure software package.
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spelling pubmed-65216032020-06-01 Estimating uncertainty in predicted folding free energy changes of RNA secondary structures Zuber, Jeffrey Mathews, David H. RNA Method Nearest neighbor parameters for estimating the folding stability of RNA are commonly used in secondary structure prediction, for generating folding ensembles of structures, and for analyzing RNA function. Previously, we demonstrated that we could quantify the uncertainties in each nearest neighbor parameter by perturbing the underlying optical melting data within experimental error and rederiving the parameters, which accounts for the substantial correlations that exist between the parameters. In this contribution, we describe a method to estimate uncertainty in the estimated folding stabilities of RNA structures, accounting for correlations in the nearest neighbor parameters. This method is incorporated in the RNA structure software package. Cold Spring Harbor Laboratory Press 2019-06 /pmc/articles/PMC6521603/ /pubmed/30952689 http://dx.doi.org/10.1261/rna.069203.118 Text en © 2019 Zuber and Mathews; Published by Cold Spring Harbor Laboratory Press for the RNA Society http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed exclusively by the RNA Society for the first 12 months after the full-issue publication date (see http://rnajournal.cshlp.org/site/misc/terms.xhtml). After 12 months, it is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/.
spellingShingle Method
Zuber, Jeffrey
Mathews, David H.
Estimating uncertainty in predicted folding free energy changes of RNA secondary structures
title Estimating uncertainty in predicted folding free energy changes of RNA secondary structures
title_full Estimating uncertainty in predicted folding free energy changes of RNA secondary structures
title_fullStr Estimating uncertainty in predicted folding free energy changes of RNA secondary structures
title_full_unstemmed Estimating uncertainty in predicted folding free energy changes of RNA secondary structures
title_short Estimating uncertainty in predicted folding free energy changes of RNA secondary structures
title_sort estimating uncertainty in predicted folding free energy changes of rna secondary structures
topic Method
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6521603/
https://www.ncbi.nlm.nih.gov/pubmed/30952689
http://dx.doi.org/10.1261/rna.069203.118
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