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multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data

Quantitative multi-omics data are difficult to interpret and visualize due to large volume of data, complexity among data features, and heterogeneity of information represented by different omics platforms. Here, we present multiSLIDE, a web-based interactive tool for the simultaneous visualization...

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Detalles Bibliográficos
Autores principales: Ghosh, Soumita, Datta, Abhik, Choi, Hyungwon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052434/
https://www.ncbi.nlm.nih.gov/pubmed/33863886
http://dx.doi.org/10.1038/s41467-021-22650-x
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author Ghosh, Soumita
Datta, Abhik
Choi, Hyungwon
author_facet Ghosh, Soumita
Datta, Abhik
Choi, Hyungwon
author_sort Ghosh, Soumita
collection PubMed
description Quantitative multi-omics data are difficult to interpret and visualize due to large volume of data, complexity among data features, and heterogeneity of information represented by different omics platforms. Here, we present multiSLIDE, a web-based interactive tool for the simultaneous visualization of interconnected molecular features in heatmaps of multi-omics data sets. multiSLIDE visualizes biologically connected molecular features by keyword search of pathways or genes, offering convenient functionalities to query, rearrange, filter, and cluster data on a web browser in real time. Various querying mechanisms make it adaptable to diverse omics types, and visualizations are customizable. We demonstrate the versatility of multiSLIDE through three examples, showcasing its applicability to a wide range of multi-omics data sets, by allowing users to visualize established links between molecules from different omics data, as well as incorporate custom inter-molecular relationship information into the visualization. Online and stand-alone versions of multiSLIDE are available at https://github.com/soumitag/multiSLIDE.
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spelling pubmed-80524342021-05-11 multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data Ghosh, Soumita Datta, Abhik Choi, Hyungwon Nat Commun Article Quantitative multi-omics data are difficult to interpret and visualize due to large volume of data, complexity among data features, and heterogeneity of information represented by different omics platforms. Here, we present multiSLIDE, a web-based interactive tool for the simultaneous visualization of interconnected molecular features in heatmaps of multi-omics data sets. multiSLIDE visualizes biologically connected molecular features by keyword search of pathways or genes, offering convenient functionalities to query, rearrange, filter, and cluster data on a web browser in real time. Various querying mechanisms make it adaptable to diverse omics types, and visualizations are customizable. We demonstrate the versatility of multiSLIDE through three examples, showcasing its applicability to a wide range of multi-omics data sets, by allowing users to visualize established links between molecules from different omics data, as well as incorporate custom inter-molecular relationship information into the visualization. Online and stand-alone versions of multiSLIDE are available at https://github.com/soumitag/multiSLIDE. Nature Publishing Group UK 2021-04-16 /pmc/articles/PMC8052434/ /pubmed/33863886 http://dx.doi.org/10.1038/s41467-021-22650-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ghosh, Soumita
Datta, Abhik
Choi, Hyungwon
multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data
title multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data
title_full multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data
title_fullStr multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data
title_full_unstemmed multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data
title_short multiSLIDE is a web server for exploring connected elements of biological pathways in multi-omics data
title_sort multislide is a web server for exploring connected elements of biological pathways in multi-omics data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8052434/
https://www.ncbi.nlm.nih.gov/pubmed/33863886
http://dx.doi.org/10.1038/s41467-021-22650-x
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