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Panomicon: A web-based environment for interactive, visual analysis of multi-omics data

Multi-omics analyses, combining transcriptomics, genomics, proteomics, and so on, have led to important insights in many areas of biology and medicine. To support these analyses, software that can handle the difficulties associated with multi-omics datasets is crucial. Here, we describe Panomicon, a...

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Detalles Bibliográficos
Autores principales: Allendes Osorio, Rodolfo S., Nyström-Persson, Johan T., Nojima, Yosui, Kosugi, Yuji, Mizuguchi, Kenji, Natsume-Kitatani, Yayoi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7452437/
https://www.ncbi.nlm.nih.gov/pubmed/32904262
http://dx.doi.org/10.1016/j.heliyon.2020.e04618
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author Allendes Osorio, Rodolfo S.
Nyström-Persson, Johan T.
Nojima, Yosui
Kosugi, Yuji
Mizuguchi, Kenji
Natsume-Kitatani, Yayoi
author_facet Allendes Osorio, Rodolfo S.
Nyström-Persson, Johan T.
Nojima, Yosui
Kosugi, Yuji
Mizuguchi, Kenji
Natsume-Kitatani, Yayoi
author_sort Allendes Osorio, Rodolfo S.
collection PubMed
description Multi-omics analyses, combining transcriptomics, genomics, proteomics, and so on, have led to important insights in many areas of biology and medicine. To support these analyses, software that can handle the difficulties associated with multi-omics datasets is crucial. Here, we describe Panomicon, a web-based, interactive analysis environment for multi-omics data. Building on Toxygates, a tool previously created to study single-omics data that features interactive clustering, heatmaps, and user data uploads, Panomicon introduces improvements for the storage and handling of additional omics types, as well as tools for the generation and visualization of interaction networks between different types of omics data. Panomicon is a new type of environment for the collaborative study of multi-omics data, both for users uploading data to our server and for groups wishing to host their own deployment of Panomicon. We demonstrate Panomicon's capabilities by revisiting a microRNA-mRNA interaction networks study in a non-small cell lung cancer dataset.
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spelling pubmed-74524372020-09-03 Panomicon: A web-based environment for interactive, visual analysis of multi-omics data Allendes Osorio, Rodolfo S. Nyström-Persson, Johan T. Nojima, Yosui Kosugi, Yuji Mizuguchi, Kenji Natsume-Kitatani, Yayoi Heliyon Article Multi-omics analyses, combining transcriptomics, genomics, proteomics, and so on, have led to important insights in many areas of biology and medicine. To support these analyses, software that can handle the difficulties associated with multi-omics datasets is crucial. Here, we describe Panomicon, a web-based, interactive analysis environment for multi-omics data. Building on Toxygates, a tool previously created to study single-omics data that features interactive clustering, heatmaps, and user data uploads, Panomicon introduces improvements for the storage and handling of additional omics types, as well as tools for the generation and visualization of interaction networks between different types of omics data. Panomicon is a new type of environment for the collaborative study of multi-omics data, both for users uploading data to our server and for groups wishing to host their own deployment of Panomicon. We demonstrate Panomicon's capabilities by revisiting a microRNA-mRNA interaction networks study in a non-small cell lung cancer dataset. Elsevier 2020-08-19 /pmc/articles/PMC7452437/ /pubmed/32904262 http://dx.doi.org/10.1016/j.heliyon.2020.e04618 Text en © 2020 Published by Elsevier Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Allendes Osorio, Rodolfo S.
Nyström-Persson, Johan T.
Nojima, Yosui
Kosugi, Yuji
Mizuguchi, Kenji
Natsume-Kitatani, Yayoi
Panomicon: A web-based environment for interactive, visual analysis of multi-omics data
title Panomicon: A web-based environment for interactive, visual analysis of multi-omics data
title_full Panomicon: A web-based environment for interactive, visual analysis of multi-omics data
title_fullStr Panomicon: A web-based environment for interactive, visual analysis of multi-omics data
title_full_unstemmed Panomicon: A web-based environment for interactive, visual analysis of multi-omics data
title_short Panomicon: A web-based environment for interactive, visual analysis of multi-omics data
title_sort panomicon: a web-based environment for interactive, visual analysis of multi-omics data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7452437/
https://www.ncbi.nlm.nih.gov/pubmed/32904262
http://dx.doi.org/10.1016/j.heliyon.2020.e04618
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