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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Main Authors: Alessia Buratin, Enrico Gaffo, Anna Dal Molin, Stefania Bortoluzzi
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Genes
Subjects:
Online Access:https://www.mdpi.com/2073-4425/12/7/1044
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spelling doaj-13438c8dfd3e4619b73a001e804e3de22021-07-23T13:41:55ZengMDPI AGGenes2073-44252021-07-01121044104410.3390/genes12071044CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and PathwaysAlessia Buratin0Enrico Gaffo1Anna Dal Molin2Stefania Bortoluzzi3Department of Biology, University of Padova, 35131 Padova, ItalyDepartment of Molecular Medicine, University of Padova, 35131 Padova, ItalyDepartment of Molecular Medicine, University of Padova, 35131 Padova, ItalyDepartment of Molecular Medicine, University of Padova, 35131 Padova, ItalyCircular 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.https://www.mdpi.com/2073-4425/12/7/1044circular RNAgene expressionregulatory axespathways
collection DOAJ
language English
format Article
sources DOAJ
author Alessia Buratin
Enrico Gaffo
Anna Dal Molin
Stefania Bortoluzzi
spellingShingle Alessia Buratin
Enrico Gaffo
Anna Dal Molin
Stefania Bortoluzzi
CircIMPACT: An R Package to Explore Circular RNA Impact on Gene Expression and Pathways
Genes
circular RNA
gene expression
regulatory axes
pathways
author_facet Alessia Buratin
Enrico Gaffo
Anna Dal Molin
Stefania Bortoluzzi
author_sort Alessia Buratin
title 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_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_sort circimpact: an r package to explore circular rna impact on gene expression and pathways
publisher MDPI AG
series Genes
issn 2073-4425
publishDate 2021-07-01
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.
topic circular RNA
gene expression
regulatory axes
pathways
url https://www.mdpi.com/2073-4425/12/7/1044
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