Related Experiment Video
Updated: Jan 4, 2026

Discovery of Driver Genes in Colorectal HT29-derived Cancer Stem-Like Tumorspheres
Published on: July 22, 2020
Bioinformatics analysis revealed hub genes and pathways involved in sorafenib resistance in hepatocellular carcinoma
Jing Liu1, Wan Cheng Qiu1, Xiao Ying Shen1
1Department of Pharmacy, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai 200240, China.
Abstract:
Hepatocellular carcinoma (HCC) is increasingly known as a serious, worldwide public health concern. Sorafenib resistance is the main challenge faced by many advanced HCC patients. The specific mechanisms of sorafenib resistance remind unclear. In the current study, GEO2R was conducted to identify differentially expressed genes (DEGs) between sorafenib-resistant samples and the control group by using RNA-sequence analysis and analyzing dataset GSE109211. Next, protein-protein interaction (PPI) network was built to explore key targets proteins in sorafenib-resistant HCC. Furthermore, gene ontology (GO) analysis was used to research the underlying roles of key proteins. Moreover, the Kaplan-Meier survival analysis was performed to display the effect of key proteins on overall survival in HCC. Western blotting was performed to detected resistance-related proteins and CCK-8 assay was employed to measured cell viability. In the present research, 164 sorafenib resistance-related DEGs in HCC were identified by using RNA-sequence analysis and analyzing the dataset GSE109211. GO analysis revealed DEGs were involved in regulating multiple biological processes and molecular functions. DYNLL2, H2AFJ, SHANK2, ZWILCH, CDC14A, IFT20, MTA3, SERPINA1 and TCF4 were confirmed as key genes in this process. Moreover, our study showed Akt signaling was aberrantly activated and inhibition of Akt signaling enhanced anti-tumor capacity of sorafenib in sorafenib-resistant HCC cells. Identification of the DEGs in sorafenib resistant HCC cells may further provide the new insights of underlying sorafenib-resistant mechanisms and offer latent targets for early diagnosis and new therapies to improve clinical efficacy for sorafenib-resistant HCC patients.
Insights
Sorafenib resistance in hepatocellular carcinoma (HCC) is a major challenge. This study identified key genes and aberrant Akt signaling, offering potential new targets for treating sorafenib-resistant HCC.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Hepatocellular carcinoma (HCC) is a global health issue.
- Sorafenib resistance is a significant obstacle in treating advanced HCC.
- The mechanisms underlying sorafenib resistance in HCC remain largely unknown.
Purpose of the Study:
- To identify differentially expressed genes (DEGs) associated with sorafenib resistance in HCC.
- To explore key target proteins and their roles in sorafenib-resistant HCC.
- To investigate the potential of targeting aberrant signaling pathways for improved HCC treatment.
Main Methods:
- RNA-sequence analysis of dataset GSE109211 to identify DEGs.
- Protein-protein interaction (PPI) network construction and Gene Ontology (GO) analysis.
- Kaplan-Meier survival analysis, Western blotting, and CCK-8 assays.
Main Results:
- Identified 164 sorafenib resistance-related DEGs in HCC.
- Confirmed DYNLL2, H2AFJ, SHANK2, ZWILCH, CDC14A, IFT20, MTA3, SERPINA1, and TCF4 as key genes.
- Found aberrant activation of Akt signaling, with its inhibition enhancing sorafenib's anti-tumor effect.
Conclusions:
- The identified DEGs provide new insights into sorafenib resistance mechanisms in HCC.
- Key genes and aberrant Akt signaling represent potential therapeutic targets for sorafenib-resistant HCC.
- Findings may aid in developing novel diagnostic and therapeutic strategies for improved clinical outcomes.
More Related Videos
06:38An Oncogenic Hepatocyte-Induced Orthotopic Mouse Model of Hepatocellular Cancer Arising in the Setting of Hepatic Inflammation and Fibrosis
Published on: September 12, 2019
07:01Navigating the Mass Spectrometry-Based Proteomic Data Using Free Computational Tools
Published on: August 19, 2025
Related Concept Videos
Treatment Resistant Cancers
mTOR Signaling and Cancer Progression
The mTOR pathway or the...
NF-κB-dependent Signaling Pathway
NF-κB-dependent Signaling Mechanism
The...
Interactions Between Signaling Pathways
Convergence and divergence, and cross-talk between signaling pathways
Two distinct signaling pathways can converge on a single functional unit, which may either be a single protein or a complex of proteins. The response is either functionally distinct or synergistic between the two pathways but different from the response...