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Updated: Jul 9, 2025

A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
Published on: September 30, 2021
Comprehensive Profiling and Therapeutic Insights into Differentially Expressed Genes in Hepatocellular Carcinoma
Wesley Ladeira Caputo1, Milena Cremer de Souza1, Caroline Rodrigues Basso2
1Post Graduation Program in Experimental Pathology, State University of Londrina (UEL), Londrina 86057-970, PR, Brazil.
Abstract:
Background: Drug repurposing is a strategy that complements the conventional approach of developing new drugs. Hepatocellular carcinoma (HCC) is a highly prevalent type of liver cancer, necessitating an in-depth understanding of the underlying molecular alterations for improved treatment. Methods: We searched for a vast array of microarray experiments in addition to RNA-seq data. Through rigorous filtering processes, we have identified highly representative differentially expressed genes (DEGs) between tumor and non-tumor liver tissues and identified a distinct class of possible new candidate drugs. Results: Functional enrichment analysis revealed distinct biological processes associated with metal ions, including zinc, cadmium, and copper, potentially implicating chronic metal ion exposure in tumorigenesis. Conversely, up-regulated genes are associated with mitotic events and kinase activities, aligning with the relevance of kinases in HCC. To unravel the regulatory networks governing these DEGs, we employed topological analysis methods, identifying 25 hub genes and their regulatory transcription factors. In the pursuit of potential therapeutic options, we explored drug repurposing strategies based on computational approaches, analyzing their potential to reverse the expression patterns of key genes, including AURKA, CCNB1, CDK1, RRM2, and TOP2A. Potential therapeutic chemicals are alvocidib, AT-7519, kenpaullone, PHA-793887, JNJ-7706621, danusertibe, doxorubicin and analogues, mitoxantrone, podofilox, teniposide, and amonafide. Conclusion: This multi-omic study offers a comprehensive view of DEGs in HCC, shedding light on potential therapeutic targets and drug repurposing opportunities.
Insights
This study identifies key genes and potential drug candidates for hepatocellular carcinoma (HCC) by analyzing gene expression data. Drug repurposing offers new therapeutic avenues for liver cancer treatment.
Area of Science:
- Genomics
- Oncology
- Pharmacology
Background:
- Hepatocellular carcinoma (HCC) is a prevalent liver cancer requiring novel therapeutic strategies.
- Drug repurposing offers an alternative to traditional drug development for HCC.
Purpose of the Study:
- To identify differentially expressed genes (DEGs) in HCC.
- To explore drug repurposing opportunities for HCC treatment.
Main Methods:
- Analyzed microarray and RNA-seq data to identify DEGs between tumor and non-tumor liver tissues.
- Utilized topological analysis to identify hub genes and regulatory transcription factors.
- Employed computational approaches for drug repurposing analysis.
Main Results:
- Identified DEGs linked to metal ion processes (zinc, cadmium, copper) and mitotic/kinase activities.
- Discovered 25 hub genes and their regulatory transcription factors.
- Proposed potential therapeutic chemicals including alvocidib, doxorubicin, and teniposide for HCC.
Conclusions:
- This multi-omic study provides insights into HCC molecular alterations.
- Identified potential therapeutic targets and drug repurposing candidates for HCC.

