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RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment
Alignment of structural RNAs is an important problem with a wide range of applications. Since function is often determined by molecular structure, RNA alignment programs should take into account both sequence and base-pairing information for structural homology identification. This paper describes C...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6980424/ https://www.ncbi.nlm.nih.gov/pubmed/31978147 http://dx.doi.org/10.1371/journal.pone.0227177 |
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author | Bayegan, Amir H. Clote, Peter |
author_facet | Bayegan, Amir H. Clote, Peter |
author_sort | Bayegan, Amir H. |
collection | PubMed |
description | Alignment of structural RNAs is an important problem with a wide range of applications. Since function is often determined by molecular structure, RNA alignment programs should take into account both sequence and base-pairing information for structural homology identification. This paper describes C++ software, RNAmountAlign, for RNA sequence/structure alignment that runs in O(n(3)) time and O(n(2)) space for two sequences of length n; moreover, our software returns a p-value (transformable to expect value E) based on Karlin-Altschul statistics for local alignment, as well as parameter fitting for local and global alignment. Using incremental mountain height, a representation of structural information computable in cubic time, RNAmountAlign implements quadratic time pairwise local, global and global/semiglobal (query search) alignment using a weighted combination of sequence and structural similarity. RNAmountAlign is capable of performing progressive multiple alignment as well. Benchmarking of RNAmountAlign against LocARNA, LARA, FOLDALIGN, DYNALIGN, STRAL, MXSCARNA, and MUSCLE shows that RNAmountAlign has reasonably good accuracy and faster run time supporting all alignment types. Additionally, our extension of RNAmountAlign, called RNAmountAlignScan, which scans a target genome sequence to find hits having high sequence and structural similarity to a given query sequence, outperforms RSEARCH and sequence-only query scans and runs faster than FOLDALIGN query scan. |
format | Online Article Text |
id | pubmed-6980424 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69804242020-02-04 RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment Bayegan, Amir H. Clote, Peter PLoS One Research Article Alignment of structural RNAs is an important problem with a wide range of applications. Since function is often determined by molecular structure, RNA alignment programs should take into account both sequence and base-pairing information for structural homology identification. This paper describes C++ software, RNAmountAlign, for RNA sequence/structure alignment that runs in O(n(3)) time and O(n(2)) space for two sequences of length n; moreover, our software returns a p-value (transformable to expect value E) based on Karlin-Altschul statistics for local alignment, as well as parameter fitting for local and global alignment. Using incremental mountain height, a representation of structural information computable in cubic time, RNAmountAlign implements quadratic time pairwise local, global and global/semiglobal (query search) alignment using a weighted combination of sequence and structural similarity. RNAmountAlign is capable of performing progressive multiple alignment as well. Benchmarking of RNAmountAlign against LocARNA, LARA, FOLDALIGN, DYNALIGN, STRAL, MXSCARNA, and MUSCLE shows that RNAmountAlign has reasonably good accuracy and faster run time supporting all alignment types. Additionally, our extension of RNAmountAlign, called RNAmountAlignScan, which scans a target genome sequence to find hits having high sequence and structural similarity to a given query sequence, outperforms RSEARCH and sequence-only query scans and runs faster than FOLDALIGN query scan. Public Library of Science 2020-01-24 /pmc/articles/PMC6980424/ /pubmed/31978147 http://dx.doi.org/10.1371/journal.pone.0227177 Text en © 2020 Bayegan, Clote http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bayegan, Amir H. Clote, Peter RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment |
title | RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment |
title_full | RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment |
title_fullStr | RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment |
title_full_unstemmed | RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment |
title_short | RNAmountAlign: Efficient software for local, global, semiglobal pairwise and multiple RNA sequence/structure alignment |
title_sort | rnamountalign: efficient software for local, global, semiglobal pairwise and multiple rna sequence/structure alignment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6980424/ https://www.ncbi.nlm.nih.gov/pubmed/31978147 http://dx.doi.org/10.1371/journal.pone.0227177 |
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