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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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 |
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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 |
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