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Skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden Markov models

BACKGROUND: Logos are commonly used in molecular biology to provide a compact graphical representation of the conservation pattern of a set of sequences. They render the information contained in sequence alignments or profile hidden Markov models by drawing a stack of letters for each position, wher...

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Autores principales: Wheeler, Travis J, Clements, Jody, Finn, Robert D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3893531/
https://www.ncbi.nlm.nih.gov/pubmed/24410852
http://dx.doi.org/10.1186/1471-2105-15-7
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author Wheeler, Travis J
Clements, Jody
Finn, Robert D
author_facet Wheeler, Travis J
Clements, Jody
Finn, Robert D
author_sort Wheeler, Travis J
collection PubMed
description BACKGROUND: Logos are commonly used in molecular biology to provide a compact graphical representation of the conservation pattern of a set of sequences. They render the information contained in sequence alignments or profile hidden Markov models by drawing a stack of letters for each position, where the height of the stack corresponds to the conservation at that position, and the height of each letter within a stack depends on the frequency of that letter at that position. RESULTS: We present a new tool and web server, called Skylign, which provides a unified framework for creating logos for both sequence alignments and profile hidden Markov models. In addition to static image files, Skylign creates a novel interactive logo plot for inclusion in web pages. These interactive logos enable scrolling, zooming, and inspection of underlying values. Skylign can avoid sampling bias in sequence alignments by down-weighting redundant sequences and by combining observed counts with informed priors. It also simplifies the representation of gap parameters, and can optionally scale letter heights based on alternate calculations of the conservation of a position. CONCLUSION: Skylign is available as a website, a scriptable web service with a RESTful interface, and as a software package for download. Skylign’s interactive logos are easily incorporated into a web page with just a few lines of HTML markup. Skylign may be found at http://skylign.org.
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spelling pubmed-38935312014-01-27 Skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden Markov models Wheeler, Travis J Clements, Jody Finn, Robert D BMC Bioinformatics Software BACKGROUND: Logos are commonly used in molecular biology to provide a compact graphical representation of the conservation pattern of a set of sequences. They render the information contained in sequence alignments or profile hidden Markov models by drawing a stack of letters for each position, where the height of the stack corresponds to the conservation at that position, and the height of each letter within a stack depends on the frequency of that letter at that position. RESULTS: We present a new tool and web server, called Skylign, which provides a unified framework for creating logos for both sequence alignments and profile hidden Markov models. In addition to static image files, Skylign creates a novel interactive logo plot for inclusion in web pages. These interactive logos enable scrolling, zooming, and inspection of underlying values. Skylign can avoid sampling bias in sequence alignments by down-weighting redundant sequences and by combining observed counts with informed priors. It also simplifies the representation of gap parameters, and can optionally scale letter heights based on alternate calculations of the conservation of a position. CONCLUSION: Skylign is available as a website, a scriptable web service with a RESTful interface, and as a software package for download. Skylign’s interactive logos are easily incorporated into a web page with just a few lines of HTML markup. Skylign may be found at http://skylign.org. BioMed Central 2014-01-13 /pmc/articles/PMC3893531/ /pubmed/24410852 http://dx.doi.org/10.1186/1471-2105-15-7 Text en Copyright © 2014 Wheeler et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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 Software
Wheeler, Travis J
Clements, Jody
Finn, Robert D
Skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden Markov models
title Skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden Markov models
title_full Skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden Markov models
title_fullStr Skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden Markov models
title_full_unstemmed Skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden Markov models
title_short Skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden Markov models
title_sort skylign: a tool for creating informative, interactive logos representing sequence alignments and profile hidden markov models
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3893531/
https://www.ncbi.nlm.nih.gov/pubmed/24410852
http://dx.doi.org/10.1186/1471-2105-15-7
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