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MMiRNA-Viewer(2), a bioinformatics tool for visualizing functional annotation for MiRNA and MRNA pairs in a network

BACKGROUND: Although there are many studies on the characteristics of miRNA-mRNA interactions using miRNA and mRNA sequencing data, the complexity of the change of the correlation coefficients and expression values of the miRNA-mRNA pairs between tumor and normal samples is still not resolved, and t...

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Autores principales: Bai, Yongsheng, Baker, Steve, Exoo, Kevin, Dai, Xingqin, Ding, Lizhong, Khattak, Naureen Aslam, Li, Hongtao, Liu, Hannah, Liu, Xiaoming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336395/
https://www.ncbi.nlm.nih.gov/pubmed/32631332
http://dx.doi.org/10.1186/s12859-020-3436-7
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author Bai, Yongsheng
Baker, Steve
Exoo, Kevin
Dai, Xingqin
Ding, Lizhong
Khattak, Naureen Aslam
Li, Hongtao
Liu, Hannah
Liu, Xiaoming
author_facet Bai, Yongsheng
Baker, Steve
Exoo, Kevin
Dai, Xingqin
Ding, Lizhong
Khattak, Naureen Aslam
Li, Hongtao
Liu, Hannah
Liu, Xiaoming
author_sort Bai, Yongsheng
collection PubMed
description BACKGROUND: Although there are many studies on the characteristics of miRNA-mRNA interactions using miRNA and mRNA sequencing data, the complexity of the change of the correlation coefficients and expression values of the miRNA-mRNA pairs between tumor and normal samples is still not resolved, and this hinders the potential clinical applications. There is an urgent need to develop innovative methodologies and tools that can characterize and visualize functional consequences of cancer risk gene and miRNA pairs while analyzing the tumor and normal samples simultaneously. RESULTS: We developed an innovative bioinformatics tool for visualizing functional annotation of miRNA-mRNA pairs in a network, known as MMiRNA-Viewer(2). The tool takes mRNA and miRNA interaction pairs and visualizes mRNA and miRNA regulation network. Moreover, our MMiRNA-Viewer(2) web server integrates and displays the mRNA and miRNA gene annotation information, signaling cascade pathways and direct cancer association between miRNAs and mRNAs. Functional annotation and gene regulatory information can be directly retrieved from our web server, which can help users quickly identify significant interaction sub-network and report possible disease or cancer association. The tool can identify pivotal miRNAs or mRNAs that contribute to the complexity of cancer, while engaging modern next-generation sequencing technology to analyze the tumor and normal samples concurrently. We compared our tools with other visualization tools. CONCLUSION: Our MMiRNA-Viewer(2) serves as a multitasking platform in which users can identify significant interaction clusters and retrieve functional and cancer-associated information for miRNA-mRNA pairs between tumor and normal samples. Our tool is applicable across a range of diseases and cancers and has advantages over existing tools.
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spelling pubmed-73363952020-07-07 MMiRNA-Viewer(2), a bioinformatics tool for visualizing functional annotation for MiRNA and MRNA pairs in a network Bai, Yongsheng Baker, Steve Exoo, Kevin Dai, Xingqin Ding, Lizhong Khattak, Naureen Aslam Li, Hongtao Liu, Hannah Liu, Xiaoming BMC Bioinformatics Software BACKGROUND: Although there are many studies on the characteristics of miRNA-mRNA interactions using miRNA and mRNA sequencing data, the complexity of the change of the correlation coefficients and expression values of the miRNA-mRNA pairs between tumor and normal samples is still not resolved, and this hinders the potential clinical applications. There is an urgent need to develop innovative methodologies and tools that can characterize and visualize functional consequences of cancer risk gene and miRNA pairs while analyzing the tumor and normal samples simultaneously. RESULTS: We developed an innovative bioinformatics tool for visualizing functional annotation of miRNA-mRNA pairs in a network, known as MMiRNA-Viewer(2). The tool takes mRNA and miRNA interaction pairs and visualizes mRNA and miRNA regulation network. Moreover, our MMiRNA-Viewer(2) web server integrates and displays the mRNA and miRNA gene annotation information, signaling cascade pathways and direct cancer association between miRNAs and mRNAs. Functional annotation and gene regulatory information can be directly retrieved from our web server, which can help users quickly identify significant interaction sub-network and report possible disease or cancer association. The tool can identify pivotal miRNAs or mRNAs that contribute to the complexity of cancer, while engaging modern next-generation sequencing technology to analyze the tumor and normal samples concurrently. We compared our tools with other visualization tools. CONCLUSION: Our MMiRNA-Viewer(2) serves as a multitasking platform in which users can identify significant interaction clusters and retrieve functional and cancer-associated information for miRNA-mRNA pairs between tumor and normal samples. Our tool is applicable across a range of diseases and cancers and has advantages over existing tools. BioMed Central 2020-07-06 /pmc/articles/PMC7336395/ /pubmed/32631332 http://dx.doi.org/10.1186/s12859-020-3436-7 Text en © The Author(s). 2020 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data.
spellingShingle Software
Bai, Yongsheng
Baker, Steve
Exoo, Kevin
Dai, Xingqin
Ding, Lizhong
Khattak, Naureen Aslam
Li, Hongtao
Liu, Hannah
Liu, Xiaoming
MMiRNA-Viewer(2), a bioinformatics tool for visualizing functional annotation for MiRNA and MRNA pairs in a network
title MMiRNA-Viewer(2), a bioinformatics tool for visualizing functional annotation for MiRNA and MRNA pairs in a network
title_full MMiRNA-Viewer(2), a bioinformatics tool for visualizing functional annotation for MiRNA and MRNA pairs in a network
title_fullStr MMiRNA-Viewer(2), a bioinformatics tool for visualizing functional annotation for MiRNA and MRNA pairs in a network
title_full_unstemmed MMiRNA-Viewer(2), a bioinformatics tool for visualizing functional annotation for MiRNA and MRNA pairs in a network
title_short MMiRNA-Viewer(2), a bioinformatics tool for visualizing functional annotation for MiRNA and MRNA pairs in a network
title_sort mmirna-viewer(2), a bioinformatics tool for visualizing functional annotation for mirna and mrna pairs in a network
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7336395/
https://www.ncbi.nlm.nih.gov/pubmed/32631332
http://dx.doi.org/10.1186/s12859-020-3436-7
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