Cargando…
Sequence Diversity Diagram for comparative analysis of multiple sequence alignments
BACKGROUND: The sequence logo is a graphical representation of a set of aligned sequences, commonly used to depict conservation of amino acid or nucleotide sequences. Although it effectively communicates the amount of information present at every position, this visual representation falls short when...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4155614/ https://www.ncbi.nlm.nih.gov/pubmed/25237396 http://dx.doi.org/10.1186/1753-6561-8-S2-S9 |
_version_ | 1782333601225900032 |
---|---|
author | Sakai, Ryo Aerts, Jan |
author_facet | Sakai, Ryo Aerts, Jan |
author_sort | Sakai, Ryo |
collection | PubMed |
description | BACKGROUND: The sequence logo is a graphical representation of a set of aligned sequences, commonly used to depict conservation of amino acid or nucleotide sequences. Although it effectively communicates the amount of information present at every position, this visual representation falls short when the domain task is to compare between two or more sets of aligned sequences. We present a new visual presentation called a Sequence Diversity Diagram and validate our design choices with a case study. METHODS: Our software was developed using the open-source program called Processing. It loads multiple sequence alignment FASTA files and a configuration file, which can be modified as needed to change the visualization. RESULTS: The redesigned figure improves on the visual comparison of two or more sets, and it additionally encodes information on sequential position conservation. In our case study of the adenylate kinase lid domain, the Sequence Diversity Diagram reveals unexpected patterns and new insights, for example the identification of subgroups within the protein subfamily. Our future work will integrate this visual encoding into interactive visualization tools to support higher level data exploration tasks. |
format | Online Article Text |
id | pubmed-4155614 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-41556142014-09-18 Sequence Diversity Diagram for comparative analysis of multiple sequence alignments Sakai, Ryo Aerts, Jan BMC Proc Research BACKGROUND: The sequence logo is a graphical representation of a set of aligned sequences, commonly used to depict conservation of amino acid or nucleotide sequences. Although it effectively communicates the amount of information present at every position, this visual representation falls short when the domain task is to compare between two or more sets of aligned sequences. We present a new visual presentation called a Sequence Diversity Diagram and validate our design choices with a case study. METHODS: Our software was developed using the open-source program called Processing. It loads multiple sequence alignment FASTA files and a configuration file, which can be modified as needed to change the visualization. RESULTS: The redesigned figure improves on the visual comparison of two or more sets, and it additionally encodes information on sequential position conservation. In our case study of the adenylate kinase lid domain, the Sequence Diversity Diagram reveals unexpected patterns and new insights, for example the identification of subgroups within the protein subfamily. Our future work will integrate this visual encoding into interactive visualization tools to support higher level data exploration tasks. BioMed Central 2014-08-28 /pmc/articles/PMC4155614/ /pubmed/25237396 http://dx.doi.org/10.1186/1753-6561-8-S2-S9 Text en Copyright © 2014 Sakai and Aerts; 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 Sakai, Ryo Aerts, Jan Sequence Diversity Diagram for comparative analysis of multiple sequence alignments |
title | Sequence Diversity Diagram for comparative analysis of multiple sequence alignments |
title_full | Sequence Diversity Diagram for comparative analysis of multiple sequence alignments |
title_fullStr | Sequence Diversity Diagram for comparative analysis of multiple sequence alignments |
title_full_unstemmed | Sequence Diversity Diagram for comparative analysis of multiple sequence alignments |
title_short | Sequence Diversity Diagram for comparative analysis of multiple sequence alignments |
title_sort | sequence diversity diagram for comparative analysis of multiple sequence alignments |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4155614/ https://www.ncbi.nlm.nih.gov/pubmed/25237396 http://dx.doi.org/10.1186/1753-6561-8-S2-S9 |
work_keys_str_mv | AT sakairyo sequencediversitydiagramforcomparativeanalysisofmultiplesequencealignments AT aertsjan sequencediversitydiagramforcomparativeanalysisofmultiplesequencealignments |