Cargando…

Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma

Circular RNAs (circRNAs) are increasingly recognized as having a role in cancer development. Their expression is modified in numerous cancers, including hepatocellular carcinoma (HCC); however, little is known about the mechanisms of their regulation. The aim of this study was to identify regulators...

Descripción completa

Detalles Bibliográficos
Autores principales: Razpotnik, Rok, Nassib, Petra, Kunej, Tanja, Rozman, Damjana, Režen, Tadeja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307310/
https://www.ncbi.nlm.nih.gov/pubmed/34299096
http://dx.doi.org/10.3390/ijms22147477
_version_ 1783728018119720960
author Razpotnik, Rok
Nassib, Petra
Kunej, Tanja
Rozman, Damjana
Režen, Tadeja
author_facet Razpotnik, Rok
Nassib, Petra
Kunej, Tanja
Rozman, Damjana
Režen, Tadeja
author_sort Razpotnik, Rok
collection PubMed
description Circular RNAs (circRNAs) are increasingly recognized as having a role in cancer development. Their expression is modified in numerous cancers, including hepatocellular carcinoma (HCC); however, little is known about the mechanisms of their regulation. The aim of this study was to identify regulators of circRNAome expression in HCC. Using publicly available datasets, we identified RNA binding proteins (RBPs) with enriched motifs around the splice sites of differentially expressed circRNAs in HCC. We confirmed the binding of some of the candidate RBPs using ChIP-seq and eCLIP datasets in the ENCODE database. Several of the identified RBPs were found to be differentially expressed in HCC and/or correlated with the overall survival of HCC patients. According to our bioinformatics analyses and published evidence, we propose that NONO, PCPB2, PCPB1, ESRP2, and HNRNPK are candidate regulators of circRNA expression in HCC. We confirmed that the knocking down the epithelial splicing regulatory protein 2 (ESRP2), known to be involved in the maintenance of the adult liver phenotype, significantly changed the expression of candidate circRNAs in a model HCC cell line. By understanding the systemic changes in transcriptome splicing, we can identify new proteins involved in the molecular pathways leading to HCC development and progression.
format Online
Article
Text
id pubmed-8307310
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-83073102021-07-25 Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma Razpotnik, Rok Nassib, Petra Kunej, Tanja Rozman, Damjana Režen, Tadeja Int J Mol Sci Article Circular RNAs (circRNAs) are increasingly recognized as having a role in cancer development. Their expression is modified in numerous cancers, including hepatocellular carcinoma (HCC); however, little is known about the mechanisms of their regulation. The aim of this study was to identify regulators of circRNAome expression in HCC. Using publicly available datasets, we identified RNA binding proteins (RBPs) with enriched motifs around the splice sites of differentially expressed circRNAs in HCC. We confirmed the binding of some of the candidate RBPs using ChIP-seq and eCLIP datasets in the ENCODE database. Several of the identified RBPs were found to be differentially expressed in HCC and/or correlated with the overall survival of HCC patients. According to our bioinformatics analyses and published evidence, we propose that NONO, PCPB2, PCPB1, ESRP2, and HNRNPK are candidate regulators of circRNA expression in HCC. We confirmed that the knocking down the epithelial splicing regulatory protein 2 (ESRP2), known to be involved in the maintenance of the adult liver phenotype, significantly changed the expression of candidate circRNAs in a model HCC cell line. By understanding the systemic changes in transcriptome splicing, we can identify new proteins involved in the molecular pathways leading to HCC development and progression. MDPI 2021-07-12 /pmc/articles/PMC8307310/ /pubmed/34299096 http://dx.doi.org/10.3390/ijms22147477 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
Razpotnik, Rok
Nassib, Petra
Kunej, Tanja
Rozman, Damjana
Režen, Tadeja
Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma
title Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma
title_full Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma
title_fullStr Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma
title_full_unstemmed Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma
title_short Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma
title_sort identification of novel rna binding proteins influencing circular rna expression in hepatocellular carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8307310/
https://www.ncbi.nlm.nih.gov/pubmed/34299096
http://dx.doi.org/10.3390/ijms22147477
work_keys_str_mv AT razpotnikrok identificationofnovelrnabindingproteinsinfluencingcircularrnaexpressioninhepatocellularcarcinoma
AT nassibpetra identificationofnovelrnabindingproteinsinfluencingcircularrnaexpressioninhepatocellularcarcinoma
AT kunejtanja identificationofnovelrnabindingproteinsinfluencingcircularrnaexpressioninhepatocellularcarcinoma
AT rozmandamjana identificationofnovelrnabindingproteinsinfluencingcircularrnaexpressioninhepatocellularcarcinoma
AT rezentadeja identificationofnovelrnabindingproteinsinfluencingcircularrnaexpressioninhepatocellularcarcinoma