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Network Properties of the Ensemble of RNA Structures
We describe the first dynamic programming algorithm that computes the expected degree for the network, or graph G = (V, E) of all secondary structures of a given RNA sequence a = a (1), …, a (n). Here, the nodes V correspond to all secondary structures of a, while an edge exists between nodes s, t i...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619022/ https://www.ncbi.nlm.nih.gov/pubmed/26488894 http://dx.doi.org/10.1371/journal.pone.0139476 |
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author | Clote, Peter Bayegan, Amir |
author_facet | Clote, Peter Bayegan, Amir |
author_sort | Clote, Peter |
collection | PubMed |
description | We describe the first dynamic programming algorithm that computes the expected degree for the network, or graph G = (V, E) of all secondary structures of a given RNA sequence a = a (1), …, a (n). Here, the nodes V correspond to all secondary structures of a, while an edge exists between nodes s, t if the secondary structure t can be obtained from s by adding, removing or shifting a base pair. Since secondary structure kinetics programs implement the Gillespie algorithm, which simulates a random walk on the network of secondary structures, the expected network degree may provide a better understanding of kinetics of RNA folding when allowing defect diffusion, helix zippering, and related conformation transformations. We determine the correlation between expected network degree, contact order, conformational entropy, and expected number of native contacts for a benchmarking dataset of RNAs. Source code is available at http://bioinformatics.bc.edu/clotelab/RNAexpNumNbors. |
format | Online Article Text |
id | pubmed-4619022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-46190222015-10-29 Network Properties of the Ensemble of RNA Structures Clote, Peter Bayegan, Amir PLoS One Research Article We describe the first dynamic programming algorithm that computes the expected degree for the network, or graph G = (V, E) of all secondary structures of a given RNA sequence a = a (1), …, a (n). Here, the nodes V correspond to all secondary structures of a, while an edge exists between nodes s, t if the secondary structure t can be obtained from s by adding, removing or shifting a base pair. Since secondary structure kinetics programs implement the Gillespie algorithm, which simulates a random walk on the network of secondary structures, the expected network degree may provide a better understanding of kinetics of RNA folding when allowing defect diffusion, helix zippering, and related conformation transformations. We determine the correlation between expected network degree, contact order, conformational entropy, and expected number of native contacts for a benchmarking dataset of RNAs. Source code is available at http://bioinformatics.bc.edu/clotelab/RNAexpNumNbors. Public Library of Science 2015-10-21 /pmc/articles/PMC4619022/ /pubmed/26488894 http://dx.doi.org/10.1371/journal.pone.0139476 Text en © 2015 Clote, Bayegan http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Clote, Peter Bayegan, Amir Network Properties of the Ensemble of RNA Structures |
title | Network Properties of the Ensemble of RNA Structures |
title_full | Network Properties of the Ensemble of RNA Structures |
title_fullStr | Network Properties of the Ensemble of RNA Structures |
title_full_unstemmed | Network Properties of the Ensemble of RNA Structures |
title_short | Network Properties of the Ensemble of RNA Structures |
title_sort | network properties of the ensemble of rna structures |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619022/ https://www.ncbi.nlm.nih.gov/pubmed/26488894 http://dx.doi.org/10.1371/journal.pone.0139476 |
work_keys_str_mv | AT clotepeter networkpropertiesoftheensembleofrnastructures AT bayeganamir networkpropertiesoftheensembleofrnastructures |