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CLINE: a web-tool for the comparison of biological dendrogram structures
BACKGROUND: When visually comparing the results of hierarchical clustering, the differences in the arrangements of components are of special interest. However, in a biological setting, identifying such differences becomes less straightforward, as the changes in the dendrogram structure caused by per...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6819642/ https://www.ncbi.nlm.nih.gov/pubmed/31660851 http://dx.doi.org/10.1186/s12859-019-3149-y |
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author | Allendes Osorio, Rodolfo S. Tripathi, Lokesh P. Mizuguchi, Kenji |
author_facet | Allendes Osorio, Rodolfo S. Tripathi, Lokesh P. Mizuguchi, Kenji |
author_sort | Allendes Osorio, Rodolfo S. |
collection | PubMed |
description | BACKGROUND: When visually comparing the results of hierarchical clustering, the differences in the arrangements of components are of special interest. However, in a biological setting, identifying such differences becomes less straightforward, as the changes in the dendrogram structure caused by permuting biological replicates, do not necessarily imply a different biological interpretation. Here, we introduce a visualization tool to help identify biologically similar topologies across different clustering results, even in the presence of replicates. RESULTS: Here we introduce CLINE, an open-access web application that allows users to visualize and compare multiple dendrogram structures, by visually displaying the links between areas of similarity across multiple structures. Through the use of a single page and a simple user interface, the user is able to load and remove structures form the visualization, change some aspects of their display and set the parameters used to match cluster topology across consecutive pairs of dendrograms. CONCLUSIONS: We have implemented a web-tool that allows the users to visualize different dendrogram structures, showing not only the structures themselves, but also linking areas of similarity across multiple structures. The software is freely available at http://mizuguchilab.org/tools/cline/. Also, the source code, documentation and installation instructions are available on GitHub at https://github.com/RodolfoAllendes/cline/. |
format | Online Article Text |
id | pubmed-6819642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-68196422019-10-31 CLINE: a web-tool for the comparison of biological dendrogram structures Allendes Osorio, Rodolfo S. Tripathi, Lokesh P. Mizuguchi, Kenji BMC Bioinformatics Software BACKGROUND: When visually comparing the results of hierarchical clustering, the differences in the arrangements of components are of special interest. However, in a biological setting, identifying such differences becomes less straightforward, as the changes in the dendrogram structure caused by permuting biological replicates, do not necessarily imply a different biological interpretation. Here, we introduce a visualization tool to help identify biologically similar topologies across different clustering results, even in the presence of replicates. RESULTS: Here we introduce CLINE, an open-access web application that allows users to visualize and compare multiple dendrogram structures, by visually displaying the links between areas of similarity across multiple structures. Through the use of a single page and a simple user interface, the user is able to load and remove structures form the visualization, change some aspects of their display and set the parameters used to match cluster topology across consecutive pairs of dendrograms. CONCLUSIONS: We have implemented a web-tool that allows the users to visualize different dendrogram structures, showing not only the structures themselves, but also linking areas of similarity across multiple structures. The software is freely available at http://mizuguchilab.org/tools/cline/. Also, the source code, documentation and installation instructions are available on GitHub at https://github.com/RodolfoAllendes/cline/. BioMed Central 2019-10-28 /pmc/articles/PMC6819642/ /pubmed/31660851 http://dx.doi.org/10.1186/s12859-019-3149-y Text en © The Author(s) 2019 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 | Software Allendes Osorio, Rodolfo S. Tripathi, Lokesh P. Mizuguchi, Kenji CLINE: a web-tool for the comparison of biological dendrogram structures |
title | CLINE: a web-tool for the comparison of biological dendrogram structures |
title_full | CLINE: a web-tool for the comparison of biological dendrogram structures |
title_fullStr | CLINE: a web-tool for the comparison of biological dendrogram structures |
title_full_unstemmed | CLINE: a web-tool for the comparison of biological dendrogram structures |
title_short | CLINE: a web-tool for the comparison of biological dendrogram structures |
title_sort | cline: a web-tool for the comparison of biological dendrogram structures |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6819642/ https://www.ncbi.nlm.nih.gov/pubmed/31660851 http://dx.doi.org/10.1186/s12859-019-3149-y |
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