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

Genes (Basel). 2021 Jul 6;12(7):1044. doi: 10.3390/genes12071044.

Abstract

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.

Keywords: circular RNA; gene expression; pathways; regulatory axes.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Computational Biology
  • Gene Expression*
  • Glucuronidase / genetics
  • Humans
  • Intracellular Signaling Peptides and Proteins / genetics
  • MicroRNAs / genetics
  • Protein Serine-Threonine Kinases / genetics
  • RNA Splicing
  • RNA, Circular / genetics*
  • RNA, Circular / metabolism*
  • Urinary Bladder Neoplasms

Substances

  • Intracellular Signaling Peptides and Proteins
  • MicroRNAs
  • RNA, Circular
  • HIPK3 protein, human
  • Protein Serine-Threonine Kinases
  • heparanase
  • Glucuronidase