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Comparing Metastatic Clear Cell Renal Cell Carcinoma Model Established in Mouse Kidney and on Chicken Chorioallantoic Membrane
Published on: February 8, 2020
A study exploring critical pathways in clear cell renal cell carcinoma
Zisan Zeng1, Tengcheng Que2, Jiange Zhang3
1Department of Radiology, The First Affiliated Hospital of Guangxi Medical University, Guangxi 530021, P.R. China.
Abstract:
Renal cell carcinoma (RCC) is the most lethal type of cancer in the urinary system and often presents as a metastatic disease. Furthermore, there are no effective treatments for the disease. Several studies based on gene expression profiling have been performed with the aim of gaining insights into the pathogenesis of RCC; however, few studies have investigated RCC at the pathway level to search for the possible pathways involved in clear cell RCC (CCRCC). In this study, gene set enrichment analysis (GSEA) was conducted on microarray datasets from CCRCC tissue. DAVID functional enrichment analysis was performed based on the dysregulated genes that were identified in a meta-analysis performed on the microarray datasets from CCRCC tissue. In GSEA, 17 down- and 12 upregulated pathways coexisted in six datasets. The majority of the upregulated pathways were associated with the immune system. In addition, 32 dysregulated pathways were obtained from DAVID functional enrichment analysis, based on the abnormal genes identified by meta-analysis. This study demonstrated that cross-GSEA is a useful method for exploring the critical pathways involved CCRCC; however, an individual dataset with a small sample may introduce bias. A cross-GSEA based on certain well-designed datasets may be required to further the progress made in this study, following the analysis of its results.
Insights
Clear cell renal cell carcinoma (CCRCC) research identified key pathways using gene set enrichment analysis (GSEA). This study highlights immune system pathways and suggests cross-GSEA for future CCRCC research.
Area of Science:
- Oncology
- Bioinformatics
- Genomics
Background:
- Renal cell carcinoma (RCC) is a lethal urinary system cancer, often metastatic with limited treatment options.
- Few studies have explored pathway-level alterations in clear cell RCC (CCRCC).
Purpose of the Study:
- To investigate critical pathways involved in the pathogenesis of clear cell RCC (CCRCC) using gene set enrichment analysis (GSEA).
Main Methods:
- Gene set enrichment analysis (GSEA) was performed on microarray datasets from CCRCC tissue.
- DAVID functional enrichment analysis was utilized on dysregulated genes identified via meta-analysis of CCRCC microarray data.
Main Results:
- GSEA revealed 17 downregulated and 12 upregulated pathways across six datasets, with many upregulated pathways linked to the immune system.
- DAVID analysis identified 32 dysregulated pathways based on meta-analysis of abnormal genes.
Conclusions:
- Cross-GSEA is a valuable method for identifying critical pathways in CCRCC.
- Future research should utilize well-designed datasets for cross-GSEA to mitigate bias from small sample sizes and advance CCRCC understanding.
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