Microarray gene expression profiling and bioinformatics analysis reveal key differentially expressed genes in clival and sacral chordoma cell lines
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Published on: April 14, 2010
Gaowei Li1, Linjun Cai2, Liangxue Zhou1
1a Department of Neurosurgery , West China Hospital, Sichuan University , Chengdu , Sichuan , China.
Objective:
Chordoma is a rare tumor with a certain rate of distant metastasis. Skull base and sacrum are the two most common origin sites. This study tends to identify key differentially expressed genes (DEGs) between classical clival and sacral chordomas, provide new targets for future treatment options of chordomas.
Methods:
The gene expression profiles of GSE95084 and GSE68497 were downloaded from Gene Expression Omnibus database and were analyzed using the limma R package. Function and enrichment analyses of DEGs were performed based on DAVID Database. Protein-protein interaction (PPI) network was constructed using the Cytoscape based on the data collected from STRING online datasets. Hub genes selection and modules analyses of the PPI network were conducted by plugin cytoHubba and MCODE of Cytoscape software, respectively.
Result:
In total, 728 genes, including 363 up-regulated genes and 365 down-regulated genes were selected as DEGs. Notably, GO analysis showed that both up-regulated and down-regulated DEGs were mainly involved in cell component such as an integral component of the membrane, plasma membrane and extracellular exosome. DEGs were mainly enriched in pathways like Pathways in cancer, PI3K-Akt signaling pathway, Cytokine-cytokine receptor interaction. FYN, ITGB3, ACTN2 and IGF1 were identified as hub genes and they were all involved in focal adhesion signaling pathway. Furthermore, five significant network modules were obtained from the PPI network.
Conclusion:
This study helps to further understand the molecular characteristics of classic chordomas of two distinct sites. Hub genes FYN, ITGB3, ACTN2, and IGF1, as well as focal adhesion signaling pathway, would be new targets for future treatment options of chordomas.
Insights
This study identified key genes like FYN, ITGB3, ACTN2, and IGF1 in chordoma tumors. These genes and the focal adhesion pathway may offer new treatment targets for chordoma patients.
Area of Science:
- Oncology
- Genomics
- Bioinformatics
Background:
- Chordoma is a rare bone tumor with a propensity for metastasis.
- Skull base and sacrum are common primary sites for chordoma.
- Understanding molecular differences between chordoma subtypes is crucial for targeted therapies.
Purpose of the Study:
- To identify key differentially expressed genes (DEGs) between classical clival and sacral chordomas.
- To discover potential therapeutic targets for chordoma treatment.
- To elucidate the molecular characteristics of distinct chordoma origins.
Main Methods:
- Analysis of gene expression profiles from public databases (GSE95084, GSE68497).
- Utilized bioinformatics tools including limma R package, DAVID Database, and Cytoscape.
- Constructed protein-protein interaction (PPI) networks to identify hub genes and significant modules.
Main Results:
- Identified 728 differentially expressed genes (DEGs) between clival and sacral chordomas.
- DEGs were enriched in cancer-related pathways, including PI3K-Akt signaling and cytokine-cytokine receptor interaction.
- Identified FYN, ITGB3, ACTN2, and IGF1 as key hub genes involved in the focal adhesion signaling pathway.
Conclusions:
- The study provides insights into the molecular distinctions of clival and sacral chordomas.
- Hub genes FYN, ITGB3, ACTN2, and IGF1 represent potential therapeutic targets.
- The focal adhesion signaling pathway is highlighted as a promising target for future chordoma treatments.
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