Related Experiment Video
Updated: Jun 19, 2026

Analysis of Combinatorial miRNA Treatments to Regulate Cell Cycle and Angiogenesis
Published on: March 30, 2019
Identification of differentially expressed mRNA/lncRNA modules in acutely regorafenib-treated sorafenib-resistant
Mina Baek1, Minjae Kim1, Hae In Choi1
1Department of Molecular and Life Science, Hanyang University, Ansan, Republic of Korea.
Abstract:
The multikinase inhibitor sorafenib is the standard first-line treatment for advanced hepatocellular carcinoma (HCC), but many patients become sorafenib-resistant (SR). This study investigated the efficacy of another kinase inhibitor, regorafenib (Rego), as a second-line treatment. We produced SR HCC cells, wherein the PI3K-Akt, TNF, cAMP, and TGF-beta signaling pathways were affected. Acute Rego treatment of these cells reversed the expression of genes involved in TGF-beta signaling but further increased the expression of genes involved in PI3K-Akt signaling. Additionally, Rego reversed the expression of genes involved in nucleosome assembly and epigenetic gene expression. Weighted gene co-expression network analysis (WGCNA) revealed four differentially expressed long non-coding RNA (DElncRNA) modules that were associated with the effectiveness of Rego on SR cells. Eleven putative DElncRNAs with distinct expression patterns were identified. We associated each module with DEmRNAs of the same pattern, thus obtaining DElncRNA/DEmRNA co-expression modules. We discuss the potential significance of each module. These findings provide insights and resources for further investigation into the potential mechanisms underlying the response of SR HCC cells to Rego.
Insights
Regorafenib shows promise as a second-line treatment for advanced hepatocellular carcinoma (HCC) in patients resistant to sorafenib. This study identified key molecular pathways and long non-coding RNAs involved in the response to regorafenib.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Sorafenib is a standard first-line treatment for advanced hepatocellular carcinoma (HCC).
- Acquired resistance to sorafenib (SR) is a significant clinical challenge in HCC management.
- Identifying effective second-line therapies is crucial for improving patient outcomes.
Purpose of the Study:
- To investigate the efficacy of regorafenib (Rego) as a second-line treatment for sorafenib-resistant (SR) HCC cells.
- To explore the molecular mechanisms and signaling pathways affected by regorafenib treatment in SR HCC.
- To identify potential long non-coding RNA (lncRNA) biomarkers associated with regorafenib response.
Main Methods:
- Generation of sorafenib-resistant (SR) HCC cell models.
- Analysis of affected signaling pathways, including PI3K-Akt, TNF, cAMP, and TGF-beta.
- Assessment of gene expression changes related to nucleosome assembly and epigenetic regulation.
- Weighted gene co-expression network analysis (WGCNA) to identify differentially expressed lncRNA (DElncRNA) modules.
- Identification and association of DElncRNAs with differentially expressed mRNAs (DEmRNAs) to form co-expression modules.
Main Results:
- Regorafenib treatment reversed TGF-beta signaling gene expression but upregulated PI3K-Akt signaling genes in SR HCC cells.
- Regorafenib modulated gene expression involved in nucleosome assembly and epigenetic regulation.
- WGCNA identified four DElncRNA modules significantly associated with regorafenib efficacy in SR cells.
- Eleven putative DElncRNAs were identified and linked with DEmRNAs, forming co-expression modules.
Conclusions:
- Regorafenib demonstrates potential as a second-line therapy for SR HCC by modulating specific signaling pathways and epigenetic mechanisms.
- Identified DElncRNA/DEmRNA co-expression modules offer insights into the molecular underpinnings of regorafenib response.
- These findings provide a foundation for further research into regorafenib's therapeutic potential and biomarker discovery in resistant HCC.
More Related Videos
Related Concept Videos
lncRNA - Long Non-coding RNAs
MicroRNAs

