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Identification and validation of dysregulated metabolic pathways in metastatic renal cell carcinoma
Authors:Nicole M. A. White  Daniel W. Newsted  Olena Masui  Alexander D. Romaschin  K. W. Michael Siu  George M. Yousef
Affiliation:1. Department 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
2. Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, M5S 1A8, Canada
3. Department of Chemistry and Centre for Research in Mass Spectrometry, York University, Toronto, M3J 1P3, 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.
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