Abstract 1430: Identification of distinct metabolic subtypes within pancreatic ductal adenocarcinoma through broad metabolite profiling

Proceedings: AACR Annual Meeting 2014; April 5-9, 2014; San Diego, CA Targeting cancer metabolism is currently being evaluated as a potential therapeutic target. Identification of tumor subtypes with specific metabolic requirements will enable the success of such therapies. Using cell line models of pancreatic ductal adenocarcinoma (PDAC), we conducted broad metabolite profiling and identified 3 metabolic subtypes through non-negative matrix factorization (NMF) consensus clustering. Among the most distinguishing features between the subtypes were levels of metabolites important for lipid synthesis, amino acid, and energy-related pathways, suggestive of distinct metabolic dependencies. Using RNAseq we show that these subtypes are defined at the transcriptional level and are associated with known subtypes of PDAC. In metabolic flux experiments, we also show that glucose and glutamine are differentially utilized by each subtype, and as a consequence, exhibit distinct sensitivity to inhibition of various metabolic pathways. Finally, through screening of a large panel of tumor cell lines with various metabolic inhibitors, we cross-validate our finding in PDAC and provide strong evidence that these same subtypes exist and can be identified in other tumor indications. Our findings highlight the utility of broad metabolite profiling to predict sensitivity to metabolic inhibitors in cancer cells. Citation Format: Anneleen Daemen, David Peterson, Nisebita Sahu, Ron McCord, Kaska Kowanetz, Anna Hitz, Xiangnan Du, Bonnie Liu, Min Gao, John Moffat, Rebecca Hong, Deepak Sampath, Mark Merchant, Thomas O'Brien, Bob Yauch, Jeff Settleman, Jing Qing, Georgia Hatzivassiliou, Marie A. Evangelista. Identification of distinct metabolic subtypes within pancreatic ductal adenocarcinoma through broad metabolite profiling. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 1430. doi:10.1158/1538-7445.AM2014-1430