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Sequence Bundles: a novel method for visualising, discovering and exploring sequence motifs
BACKGROUND: We introduce Sequence Bundles--a novel data visualisation method for representing multiple sequence alignments (MSAs). We identify and address key limitations of the existing bioinformatics data visualisation methods (i.e. the Sequence Logo) by enabling Sequence Bundles to give salient v...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4155607/ https://www.ncbi.nlm.nih.gov/pubmed/25237395 http://dx.doi.org/10.1186/1753-6561-8-S2-S8 |
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author | Kultys, Marek Nicholas, Lydia Schwarz, Roland Goldman, Nick King, James |
author_facet | Kultys, Marek Nicholas, Lydia Schwarz, Roland Goldman, Nick King, James |
author_sort | Kultys, Marek |
collection | PubMed |
description | BACKGROUND: We introduce Sequence Bundles--a novel data visualisation method for representing multiple sequence alignments (MSAs). We identify and address key limitations of the existing bioinformatics data visualisation methods (i.e. the Sequence Logo) by enabling Sequence Bundles to give salient visual expression to sequence motifs and other data features, which would otherwise remain hidden. METHODS: For the development of Sequence Bundles we employed research-led information design methodologies. Sequences are encoded as uninterrupted, semi-opaque lines plotted on a 2-dimensional reconfigurable grid. Each line represents a single sequence. The thickness and opacity of the stack at each residue in each position indicates the level of conservation and the lines' curved paths expose patterns in correlation and functionality. Several MSAs can be visualised in a composite image. The Sequence Bundles method is designed to favour a tangible, continuous and intuitive display of information. RESULTS: We have developed a software demonstration application for generating a Sequence Bundles visualisation of MSAs provided for the BioVis 2013 redesign contest. A subsequent exploration of the visualised line patterns allowed for the discovery of a number of interesting features in the dataset. Reported features include the extreme conservation of sequences displaying a specific residue and bifurcations of the consensus sequence. CONCLUSIONS: Sequence Bundles is a novel method for visualisation of MSAs and the discovery of sequence motifs. It can aid in generating new insight and hypothesis making. Sequence Bundles is well disposed for future implementation as an interactive visual analytics software, which can complement existing visualisation tools. |
format | Online Article Text |
id | pubmed-4155607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-41556072014-09-18 Sequence Bundles: a novel method for visualising, discovering and exploring sequence motifs Kultys, Marek Nicholas, Lydia Schwarz, Roland Goldman, Nick King, James BMC Proc Research BACKGROUND: We introduce Sequence Bundles--a novel data visualisation method for representing multiple sequence alignments (MSAs). We identify and address key limitations of the existing bioinformatics data visualisation methods (i.e. the Sequence Logo) by enabling Sequence Bundles to give salient visual expression to sequence motifs and other data features, which would otherwise remain hidden. METHODS: For the development of Sequence Bundles we employed research-led information design methodologies. Sequences are encoded as uninterrupted, semi-opaque lines plotted on a 2-dimensional reconfigurable grid. Each line represents a single sequence. The thickness and opacity of the stack at each residue in each position indicates the level of conservation and the lines' curved paths expose patterns in correlation and functionality. Several MSAs can be visualised in a composite image. The Sequence Bundles method is designed to favour a tangible, continuous and intuitive display of information. RESULTS: We have developed a software demonstration application for generating a Sequence Bundles visualisation of MSAs provided for the BioVis 2013 redesign contest. A subsequent exploration of the visualised line patterns allowed for the discovery of a number of interesting features in the dataset. Reported features include the extreme conservation of sequences displaying a specific residue and bifurcations of the consensus sequence. CONCLUSIONS: Sequence Bundles is a novel method for visualisation of MSAs and the discovery of sequence motifs. It can aid in generating new insight and hypothesis making. Sequence Bundles is well disposed for future implementation as an interactive visual analytics software, which can complement existing visualisation tools. BioMed Central 2014-08-28 /pmc/articles/PMC4155607/ /pubmed/25237395 http://dx.doi.org/10.1186/1753-6561-8-S2-S8 Text en Copyright © 2014 Kultys et al.; licensee BioMed Central Ltd. 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 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 | Research Kultys, Marek Nicholas, Lydia Schwarz, Roland Goldman, Nick King, James Sequence Bundles: a novel method for visualising, discovering and exploring sequence motifs |
title | Sequence Bundles: a novel method for visualising, discovering and exploring sequence motifs |
title_full | Sequence Bundles: a novel method for visualising, discovering and exploring sequence motifs |
title_fullStr | Sequence Bundles: a novel method for visualising, discovering and exploring sequence motifs |
title_full_unstemmed | Sequence Bundles: a novel method for visualising, discovering and exploring sequence motifs |
title_short | Sequence Bundles: a novel method for visualising, discovering and exploring sequence motifs |
title_sort | sequence bundles: a novel method for visualising, discovering and exploring sequence motifs |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4155607/ https://www.ncbi.nlm.nih.gov/pubmed/25237395 http://dx.doi.org/10.1186/1753-6561-8-S2-S8 |
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