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Updated: Oct 27, 2025

Identification of Circular RNAs using RNA Sequencing
Published on: November 14, 2019
Identification of Novel RNA Binding Proteins Influencing Circular RNA Expression in Hepatocellular Carcinoma
Rok Razpotnik1, Petra Nassib1, Tanja Kunej2
1Centre for Functional Genomics and Bio-Chips, Faculty of Medicine, Institute of Biochemistry and Molecular Genetics, University of Ljubljana, 1000 Ljubljana, Slovenia.
Abstract:
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.
Insights
Researchers identified RNA binding proteins (RBPs) that regulate circular RNAs (circRNAs) in hepatocellular carcinoma (HCC). Knocking down epithelial splicing regulatory protein 2 (ESRP2) altered circRNA expression, suggesting new therapeutic targets for HCC.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Circular RNAs (circRNAs) play a role in cancer development, with altered expression observed in hepatocellular carcinoma (HCC).
- Mechanisms regulating circRNA expression in HCC remain largely unknown.
- Understanding circRNA regulation is crucial for identifying novel therapeutic targets in HCC.
Purpose of the Study:
- To identify RNA binding proteins (RBPs) that regulate circRNAome expression in hepatocellular carcinoma (HCC).
- To investigate the role of specific RBPs, such as epithelial splicing regulatory protein 2 (ESRP2), in circRNA regulation in HCC.
Main Methods:
- Analysis of publicly available gene expression datasets to identify RBPs with enriched motifs near differentially expressed circRNAs in HCC.
- Validation of RBP binding using ChIP-seq and eCLIP data from the ENCODE database.
- Experimental validation by knocking down ESRP2 in an HCC cell line to assess its impact on candidate circRNA expression.
Main Results:
- Several RBPs, including NONO, PCPB2, PCPB1, ESRP2, and HNRNPK, were identified as candidate regulators of circRNA expression in HCC.
- Some identified RBPs were differentially expressed in HCC and/or correlated with patient survival.
- Knockdown of ESRP2 significantly altered the expression of specific circRNAs in an HCC cell line model.
Conclusions:
- NONO, PCPB2, PCPB1, ESRP2, and HNRNPK are proposed as key regulators of circRNA expression in HCC.
- ESRP2 plays a significant role in regulating circRNA expression in HCC.
- Identifying regulators of circRNAome changes provides insights into molecular pathways driving HCC development and offers potential therapeutic strategies.
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lncRNA - Long Non-coding RNAs
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