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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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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. |
format | Online Article Text |
id | pubmed-7452437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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