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CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways

Circular RNAs (circRNAs) are transcripts generated by back-splicing. CircRNAs might regulate cellular processes by different mechanisms, including interaction with miRNAs and RNA-binding proteins. CircRNAs are pleiotropic molecules whose dysregulation has been linked to human diseases and can drive...

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Detalles Bibliográficos
Autores principales: Buratin, Alessia, Gaffo, Enrico, Dal Molin, Anna, Bortoluzzi, Stefania
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8308052/
https://www.ncbi.nlm.nih.gov/pubmed/34356060
http://dx.doi.org/10.3390/genes12071044
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author Buratin, Alessia
Gaffo, Enrico
Dal Molin, Anna
Bortoluzzi, Stefania
author_facet Buratin, Alessia
Gaffo, Enrico
Dal Molin, Anna
Bortoluzzi, Stefania
author_sort Buratin, Alessia
collection PubMed
description Circular RNAs (circRNAs) are transcripts generated by back-splicing. CircRNAs might regulate cellular processes by different mechanisms, including interaction with miRNAs and RNA-binding proteins. CircRNAs are pleiotropic molecules whose dysregulation has been linked to human diseases and can drive cancer by impacting gene expression and signaling pathways. The detection of circRNAs aberrantly expressed in disease conditions calls for the investigation of their functions. Here, we propose CircIMPACT, a bioinformatics tool for the integrative analysis of circRNA and gene expression data to facilitate the identification and visualization of the genes whose expression varies according to circRNA expression changes. This tool can highlight regulatory axes potentially governed by circRNAs, which can be prioritized for further experimental study. The usefulness of CircIMPACT is exemplified by a case study analysis of bladder cancer RNA-seq data. The link between circHIPK3 and heparanase (HPSE) expression, due to the circHIPK3-miR558-HPSE regulatory axis previously determined by experimental studies on cell lines, was successfully detected. CircIMPACT is freely available at GitHub.
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spelling pubmed-83080522021-07-25 CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways Buratin, Alessia Gaffo, Enrico Dal Molin, Anna Bortoluzzi, Stefania Genes (Basel) Article Circular RNAs (circRNAs) are transcripts generated by back-splicing. CircRNAs might regulate cellular processes by different mechanisms, including interaction with miRNAs and RNA-binding proteins. CircRNAs are pleiotropic molecules whose dysregulation has been linked to human diseases and can drive cancer by impacting gene expression and signaling pathways. The detection of circRNAs aberrantly expressed in disease conditions calls for the investigation of their functions. Here, we propose CircIMPACT, a bioinformatics tool for the integrative analysis of circRNA and gene expression data to facilitate the identification and visualization of the genes whose expression varies according to circRNA expression changes. This tool can highlight regulatory axes potentially governed by circRNAs, which can be prioritized for further experimental study. The usefulness of CircIMPACT is exemplified by a case study analysis of bladder cancer RNA-seq data. The link between circHIPK3 and heparanase (HPSE) expression, due to the circHIPK3-miR558-HPSE regulatory axis previously determined by experimental studies on cell lines, was successfully detected. CircIMPACT is freely available at GitHub. MDPI 2021-07-06 /pmc/articles/PMC8308052/ /pubmed/34356060 http://dx.doi.org/10.3390/genes12071044 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Buratin, Alessia
Gaffo, Enrico
Dal Molin, Anna
Bortoluzzi, Stefania
CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways
title CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways
title_full CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways
title_fullStr CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways
title_full_unstemmed CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways
title_short CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways
title_sort circimpact: an r package to explore circular rna impact on gene expression and pathways
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8308052/
https://www.ncbi.nlm.nih.gov/pubmed/34356060
http://dx.doi.org/10.3390/genes12071044
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