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Identification and validation of dysregulated metabolic pathways in metastatic renal cell carcinoma
Nicole M A White1, Daniel W Newsted, Olena Masui
1Department of Laboratory Medicine and the Keenan Research Centre, Li Ka Shing Knowledge Institute of St. Michael's Hospital, 30 Bond Street, Toronto, M5B 1W8, Canada.
Abstract:
Metastatic renal cell carcinoma (mRCC) is a devastating disease with a 5-year survival rate of approximately 9 % and low response to chemotherapy and radiotherapy. Targeted therapies have slightly improved patient survival, but are only effective in a small subset of patients, who eventually develop resistance. A better understanding of pathways contributing to tumor progression and metastasis will allow for the development of novel targeted therapies and accurate prognostic markers. We performed extensive bioinformatics coupled with experimental validation on proteins dysregulated in mRCC. Gene ontology analysis showed that many proteins are involved in oxidation reduction, metabolic processes, and signal transduction. Pathway analysis showed metabolic pathways are altered in mRCC including glycolysis and pyruvate metabolism, the citric acid cycle, and the pentose phosphate pathway. RT-qPCR analysis showed that genes involved in the citric acid cycle were downregulated in metastatic RCC while genes of the pentose phosphate pathway were overexpressed. Protein-protein interaction analysis showed that most of the 198 proteins altered in mRCC clustered together and many were involved in glycolysis and pyruvate metabolism. We identified 29 reported regions of chromosomal aberrations in metastatic disease that correlate with the direction of protein dysregulation in mRCC. Furthermore, 36 proteins dysregulated in mRCC are predicted to be targets of metastasis-related miRNAs. A more comprehensive understanding of the pathways dysregulated in metastasis can be useful for the development of new therapies and novel prognostic markers. Also, multileveled analyses provide a unique "snapshot" of the molecular "environment" in RCC with prognostic and therapeutic implications.
Insights
Metastatic renal cell carcinoma (mRCC) involves altered metabolic pathways, including downregulated citric acid cycle genes and overexpressed pentose phosphate pathway genes. Understanding these molecular changes offers new therapeutic and prognostic strategies for mRCC.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Metastatic renal cell carcinoma (mRCC) has poor prognosis and limited treatment options.
- Targeted therapies offer modest survival benefits but resistance develops.
- Understanding mRCC progression requires insights into dysregulated molecular pathways.
Purpose of the Study:
- To identify key molecular pathways and proteins involved in mRCC progression.
- To explore potential therapeutic targets and prognostic markers for mRCC.
- To correlate chromosomal aberrations and miRNA targets with protein dysregulation in mRCC.
Main Methods:
- Bioinformatics analysis of dysregulated proteins in mRCC.
- Gene ontology and pathway analysis (glycolysis, citric acid cycle, pentose phosphate pathway).
- RT-qPCR validation, protein-protein interaction analysis, and correlation with chromosomal aberrations and miRNA targets.
Main Results:
- Proteins involved in oxidation-reduction, metabolism, and signal transduction were dysregulated.
- Metabolic pathways including glycolysis, pyruvate metabolism, citric acid cycle, and pentose phosphate pathway were altered.
- Citric acid cycle genes were downregulated, while pentose phosphate pathway genes were overexpressed in mRCC.
Conclusions:
- Dysregulated metabolic pathways, particularly the citric acid cycle and pentose phosphate pathway, are critical in mRCC.
- Multilevel analyses provide a molecular snapshot with prognostic and therapeutic implications for mRCC.
- Identifying dysregulated proteins and pathways can lead to novel targeted therapies and prognostic markers for mRCC.
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