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A simple and economical method for improving whole genome alignment

BACKGROUND: The recent advancement of whole genome alignment software has made it possible to align two genomes very efficiently and with only a small sacrifice in sensitivity. Yet it becomes very slow if the extra sensitivity is needed. This paper proposes a simple but effective method to improve t...

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Autores principales: Mai, Huijun, Lam, Tak-Wah, Ting, Hing-Fung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461527/
https://www.ncbi.nlm.nih.gov/pubmed/28589863
http://dx.doi.org/10.1186/s12864-017-3734-2
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author Mai, Huijun
Lam, Tak-Wah
Ting, Hing-Fung
author_facet Mai, Huijun
Lam, Tak-Wah
Ting, Hing-Fung
author_sort Mai, Huijun
collection PubMed
description BACKGROUND: The recent advancement of whole genome alignment software has made it possible to align two genomes very efficiently and with only a small sacrifice in sensitivity. Yet it becomes very slow if the extra sensitivity is needed. This paper proposes a simple but effective method to improve the sensitivity of existing whole-genome alignment software without paying much extra running time. RESULTS AND CONCLUSIONS: We have applied our method to a popular whole genome alignment tool LAST, and we called the resulting tool LASTM. Experimental results showed that LASTM could find more high quality alignments with a little extra running time. For example, when comparing human and mouse genomes, to produce the similar number of alignments with similar average length and similarity, LASTM was about three times faster than LAST. We conclude that our method can be used to improve the sensitivity, and the extra time it takes is small, and thus it is worthwhile to be implemented in existing tools.
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spelling pubmed-54615272017-06-07 A simple and economical method for improving whole genome alignment Mai, Huijun Lam, Tak-Wah Ting, Hing-Fung BMC Genomics Research BACKGROUND: The recent advancement of whole genome alignment software has made it possible to align two genomes very efficiently and with only a small sacrifice in sensitivity. Yet it becomes very slow if the extra sensitivity is needed. This paper proposes a simple but effective method to improve the sensitivity of existing whole-genome alignment software without paying much extra running time. RESULTS AND CONCLUSIONS: We have applied our method to a popular whole genome alignment tool LAST, and we called the resulting tool LASTM. Experimental results showed that LASTM could find more high quality alignments with a little extra running time. For example, when comparing human and mouse genomes, to produce the similar number of alignments with similar average length and similarity, LASTM was about three times faster than LAST. We conclude that our method can be used to improve the sensitivity, and the extra time it takes is small, and thus it is worthwhile to be implemented in existing tools. BioMed Central 2017-05-24 /pmc/articles/PMC5461527/ /pubmed/28589863 http://dx.doi.org/10.1186/s12864-017-3734-2 Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Mai, Huijun
Lam, Tak-Wah
Ting, Hing-Fung
A simple and economical method for improving whole genome alignment
title A simple and economical method for improving whole genome alignment
title_full A simple and economical method for improving whole genome alignment
title_fullStr A simple and economical method for improving whole genome alignment
title_full_unstemmed A simple and economical method for improving whole genome alignment
title_short A simple and economical method for improving whole genome alignment
title_sort simple and economical method for improving whole genome alignment
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461527/
https://www.ncbi.nlm.nih.gov/pubmed/28589863
http://dx.doi.org/10.1186/s12864-017-3734-2
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