1. Model-driven discovery of long-chain fatty acid metabolic reprogramming in heterogeneous prostate cancer cells.
- Author
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Marín de Mas I, Aguilar E, Zodda E, Balcells C, Marin S, Dallmann G, Thomson TM, Papp B, and Cascante M
- Subjects
- Arachidonic Acid metabolism, Biological Transport, Active drug effects, Cell Line, Tumor, Cell Proliferation, Computational Biology, Docosahexaenoic Acids metabolism, Eicosanoids metabolism, Epithelial-Mesenchymal Transition, Epoxy Compounds pharmacology, Fatty Acids chemistry, Humans, Male, Metabolic Networks and Pathways, Mitochondria metabolism, Models, Biological, Neoplasm Invasiveness, Prostatic Neoplasms drug therapy, Prostatic Neoplasms pathology, Transcriptome, Fatty Acids metabolism, Prostatic Neoplasms metabolism
- Abstract
Epithelial-mesenchymal-transition promotes intra-tumoral heterogeneity, by enhancing tumor cell invasiveness and promoting drug resistance. We integrated transcriptomic data for two clonal subpopulations from a prostate cancer cell line (PC-3) into a genome-scale metabolic network model to explore their metabolic differences and potential vulnerabilities. In this dual cell model, PC-3/S cells express Epithelial-mesenchymal-transition markers and display high invasiveness and low metastatic potential, while PC-3/M cells present the opposite phenotype and higher proliferative rate. Model-driven analysis and experimental validations unveiled a marked metabolic reprogramming in long-chain fatty acids metabolism. While PC-3/M cells showed an enhanced entry of long-chain fatty acids into the mitochondria, PC-3/S cells used long-chain fatty acids as precursors of eicosanoid metabolism. We suggest that this metabolic reprogramming endows PC-3/M cells with augmented energy metabolism for fast proliferation and PC-3/S cells with increased eicosanoid production impacting angiogenesis, cell adhesion and invasion. PC-3/S metabolism also promotes the accumulation of docosahexaenoic acid, a long-chain fatty acid with antiproliferative effects. The potential therapeutic significance of our model was supported by a differential sensitivity of PC-3/M cells to etomoxir, an inhibitor of long-chain fatty acid transport to the mitochondria.
- Published
- 2018
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