1. An Integrated Metabolic Atlas of Clear Cell Renal Cell Carcinoma.
- Author
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Hakimi AA, Reznik E, Lee CH, Creighton CJ, Brannon AR, Luna A, Aksoy BA, Liu EM, Shen R, Lee W, Chen Y, Stirdivant SM, Russo P, Chen YB, Tickoo SK, Reuter VE, Cheng EH, Sander C, and Hsieh JJ
- Subjects
- Gene Expression Profiling methods, Genetic Predisposition to Disease genetics, Humans, Metabolomics methods, Neoplasm Staging, Prognosis, Biomarkers, Tumor genetics, Carcinoma, Renal Cell diagnosis, Carcinoma, Renal Cell genetics, Gene Expression Regulation, Neoplastic genetics, Kidney Neoplasms diagnosis, Kidney Neoplasms genetics
- Abstract
Dysregulated metabolism is a hallmark of cancer, manifested through alterations in metabolites. We performed metabolomic profiling on 138 matched clear cell renal cell carcinoma (ccRCC)/normal tissue pairs and found that ccRCC is characterized by broad shifts in central carbon metabolism, one-carbon metabolism, and antioxidant response. Tumor progression and metastasis were associated with metabolite increases in glutathione and cysteine/methionine metabolism pathways. We develop an analytic pipeline and visualization tool (metabolograms) to bridge the gap between TCGA transcriptomic profiling and our metabolomic data, which enables us to assemble an integrated pathway-level metabolic atlas and to demonstrate discordance between transcriptome and metabolome. Lastly, expression profiling was performed on a high-glutathione cluster, which corresponds to a poor-survival subgroup in the ccRCC TCGA cohort., (Copyright © 2016 Elsevier Inc. All rights reserved.)
- Published
- 2016
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