Related Experiment Video
Updated: Oct 18, 2025

Testing Targeted Therapies in Cancer using Structural DNA Alteration Analysis and Patient-Derived Xenografts
Published on: July 25, 2020
Identification of key genes in osteosarcoma - before and after CDK7 treatment
Yang An1,2, Yuanlin Wang3, Guoyong Xu1
1Guangxi Collaborative Innovation Center for Biomedicine, Guangxi Medical University, Nanning, P. R. China.
Background:
Osteosarcoma is one of the most common bone tumors, with a high degree of malignancy and a poor prognosis. Recent studies have shown that THZ2, a cyclin-dependent kinase 7 inhibitor, can exhibit strong antibone tumor effects in vivo and in vitro by inhibiting transcriptional activity. In this study, by screening the differentially expressed genes (DEGs) of osteosarcoma cells before and after THZ2 treatment, it provides new possible targets for the future targeted therapy of osteosarcoma.
Methods:
Download the gene expression profile of GSE134603 from the Gene Expression Omnibus database, and use the R software package "limma Geoquery" to screen DEGs. DAVID database was used for gene ontology analysis of DEGs. Use search tool for the retrieval of interacting genes online database and Cytoscape software to construct protein-protein interaction network. Use the "MCODE" plugin in Cytoscape to analyze key molecular complexes (module) of DEGs, and use the "Cluego" plugin to perform Kyoto Encyclopedia of Genes and Genomes enrichment analysis on module genes. The Hub gene is selected from the genes in DEGs that coexist in the top 30 Degree and the Kyoto Encyclopedia of Genes and Genomes pathway.
Results:
A total of 1033 DEGs were screened, including 800 up-regulated genes and 233 down-regulated genes. Gene ontology analysis showed that cell component is the main enrichment area of DEGs, mainly in the nucleus, cytoplasm, and nucleoplasm. In addition, in molecular function analysis, DEGs are mainly enriched in the process of protein binding. In biological process analysis, changes in DEGs can also be observed in transcription and regulation using DNA as a template. Twenty-nine module genes are enriched in the Ribosome biogenesis in eukaryotes pathway. Finally, 4 key genes are drawn: essential for mitotic growth 1, U3 SnoRNP protein 3 homolog, U3 small nucleolar RNA-associated protein 15 homolog, and WD repeat domain 3.
Conclusion:
This study found that the 4 genes essential for mitotic growth 1, U3 SnoRNP protein 3 homolog, U3 small nucleolar RNA-associated protein 15 homolog, WD repeat domain 3, and the ribosome biogenesis in eukaryotes pathway play a very important role in the occurrence and development of osteosarcoma, and can become a new target for molecular targeted therapy of osteosarcoma in the future.
Insights
This study identified four key genes and the ribosome biogenesis pathway as potential therapeutic targets for osteosarcoma. These findings offer new avenues for molecular targeted therapy against this aggressive bone cancer.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Osteosarcoma is a highly malignant bone tumor with a poor prognosis.
- Cyclin-dependent kinase 7 (CDK7) inhibitors, like THZ2, show promise in inhibiting osteosarcoma growth by affecting transcriptional activity.
- Identifying novel therapeutic targets is crucial for improving osteosarcoma treatment outcomes.
Purpose of the Study:
- To screen for differentially expressed genes (DEGs) in osteosarcoma cells following THZ2 treatment.
- To identify potential new molecular targets for osteosarcoma therapy.
- To elucidate the molecular mechanisms underlying THZ2's anti-osteosarcoma effects.
Main Methods:
- Gene expression profiles (GSE134603) were analyzed using R software to identify DEGs.
- Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were performed using DAVID and Cluego.
- Protein-protein interaction (PPI) networks were constructed and analyzed using Cytoscape to identify key molecular complexes and hub genes.
Main Results:
- A total of 1033 DEGs were identified, with 800 upregulated and 233 downregulated.
- GO analysis revealed enrichment in nuclear and cytoplasmic components, protein binding, and DNA-templated transcription regulation.
- KEGG analysis highlighted the "Ribosome biogenesis in eukaryotes" pathway, and four hub genes were identified: essential for mitotic growth 1, U3 SnoRNP protein 3 homolog, U3 small nucleolar RNA-associated protein 15 homolog, and WD repeat domain 3.
Conclusions:
- The identified four genes and the ribosome biogenesis pathway are significantly implicated in osteosarcoma development.
- These findings suggest novel molecular targets for future targeted therapies against osteosarcoma.
- This research provides a foundation for developing new therapeutic strategies for osteosarcoma.
Related Concept Videos
Inhibition of Cdk Activity
M-Cdk Drives Transition Into Mitosis
Cyclin-dependent kinases, or Cdks, work in concert with cyclins to control cell cycle transitions. M-Cdk, a complex of Cdk1 bound to M cyclin, is a well-known example of this coordinated control that drives the transition from the G2 to the M phase.
M cyclin...
Cancer-Critical Genes II: Tumor Suppressor Genes
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
mTOR Signaling and Cancer Progression
The mTOR pathway or the...

