Metabolic Profiling of Thymic Epithelial Tumors Hints to a Strong Warburg Effect, Glutaminolysis and Precarious Redox Homeostasis as Potential Therapeutic Targets

被引:12
作者
Alwahsh, Mohammad [1 ,2 ,3 ]
Knitsch, Robert [1 ]
Marchan, Rosemarie [4 ]
Lambert, Joerg [1 ]
Hoerner, Christian [2 ]
Zhang, Xiaonan [2 ]
Schalke, Berthold [5 ]
Lee, De-Hyung [5 ]
Bulut, Elena [6 ]
Graeter, Thomas [7 ]
Ott, German [8 ,9 ]
Kurz, Katrin S. [8 ,9 ]
Preissler, Gerhard [10 ,11 ]
Schoelch, Sebastian [12 ,13 ,14 ]
Farhat, Joviana [15 ]
Yao, Zhihan [2 ]
Sticht, Carsten [16 ]
Stroebel, Philipp [17 ]
Hergenroeder, Roland [1 ]
Marx, Alexander [2 ]
Belharazem, Djeda [2 ]
机构
[1] Leibniz Inst Analyt Wissensch ISAS eV, D-44139 Dortmund, Germany
[2] Heidelberg Univ, Univ Med Ctr Mannheim, Inst Pathol & Med Res Ctr ZMF, D-68167 Mannheim, Germany
[3] Al Zaytoonah Univ Jordan, Fac Pharm, Dept Pharm, POB 130, Amman 11733, Jordan
[4] TU Dortmund IfADo, Dept Toxicol, Leibniz Res Ctr Working Environm & Human Factors, D-44139 Dortmund, Germany
[5] Univ Regensburg, Dept Neurol, D-93053 Regensburg, Germany
[6] Heidelberg Univ Hosp, Dept Thorac Surg, Thoraxklin, D-69120 Heidelberg, Germany
[7] Clin Lowenstein, Thorac Surg, D-74245 Lowenstein, Germany
[8] Robert Bosch Krankenhaus, Dept Clin Pathol, D-70376 Stuttgart, Germany
[9] Dr Margarete Fischer Bosch Inst Clin Pharmacol, D-70376 Stuttgart, Germany
[10] Robert Bosch Hosp, Dept Thorac Surg, Clin Schillerhoehe, RBK Lungenzentrum Stuttgart, D-70839 Gerlingen, Germany
[11] Ludwig Maximilians Univ Munchen, German Ctr Lung Res, Dept Thorac Surg, DZL,Deutsch Zentrum Fuer Lungenforsch, D-81377 Munich, Germany
[12] German Canc Res Ctr, JCCU Translat Surg Oncol A430, D-69120 Heidelberg, Germany
[13] Heidelberg Univ, DKFZ Hector Canc Inst, Univ Med Ctr Mannheim, D-68167 Mannheim, Germany
[14] Heidelberg Univ, Univ Med Ctr Mannheim, Med Fac Mannheim, Dept Surg, D-68167 Mannheim, Germany
[15] Al Ain Univ, Fac Pharm, Dept Pharm, POB 122612, Abu Dhabi, U Arab Emirates
[16] Heidelberg Univ, Med Fac Mannheim, NGS Core Facil, D-68167 Mannheim, Germany
[17] Univ Gottingen, Univ Med Ctr Gottingen, Inst Pathol, D-37075 Gottingen, Germany
关键词
thymoma; thymic carcinoma; HRMAS H-1-NMR; metabolomics; biomarker; CANCER; CARCINOMA; RESOLUTION; THYMOMA; CELL; CLASSIFICATION; EXPRESSION; RESISTANCE; DIAGNOSIS; CYCLE;
D O I
10.3390/cancers14061564
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Thymomas and thymic carcinomas (TCs) are malignant thymic epithelial tumors (TETs) with poor outcome, if non-resectable. Metabolic signatures of TETs have not yet been studied and may offer new therapeutic options. This is the first metabolomics investigation on thymic epithelial tumors employing nuclear magnetic resonance spectroscopy of tissue samples. We could detect and quantify up to 37 metabolites in the major tumor subtypes, including acetylcholine that was not previously detected in other non-endocrine cancers. A metabolite-based cluster analysis distinguished three clinically relevant tumor subgroups, namely indolent and aggressive thymomas, as well as TCs. A metabolite-based metabolic pathway analysis also gave hints to activated metabolic pathways shared between aggressive thymomas and TCs. This finding was largely backed by enrichment of these pathways at the transcriptomic level in a large, publicly available, independent TET dataset. Due to the differential expression of metabolites in thymic epithelial tumors versus normal thymus, pathways related to proline, cysteine, glutathione, lactate and glutamine appear as promising therapeutic targets. From these findings, inhibitors of glutaminolysis and of the downstream TCA cycle are anticipated to be rational therapeutic strategies. If our results can be confirmed in future, sufficiently powered studies, metabolic signatures may contribute to the identification of new therapeutic options for aggressive thymomas and TCs. Thymomas and thymic carcinomas (TC) are malignant thymic epithelial tumors (TETs) with poor outcome, if non-resectable. Metabolic signatures of TETs have not yet been studied and may offer new therapeutic options. Metabolic profiles of snap-frozen thymomas (WHO types A, AB, B1, B2, B3, n = 12) and TCs (n = 3) were determined by high resolution magic angle spinning 1H nuclear magnetic resonance (HRMAS 1H-NMR) spectroscopy. Metabolite-based prediction of active KEGG metabolic pathways was achieved with MetPA. In relation to metabolite-based metabolic pathways, gene expression signatures of TETs (n = 115) were investigated in the public "The Cancer Genome Atlas" (TCGA) dataset using gene set enrichment analysis. Overall, thirty-seven metabolites were quantified in TETs, including acetylcholine that was not previously detected in other non-endocrine cancers. Metabolite-based cluster analysis distinguished clinically indolent (A, AB, B1) and aggressive TETs (B2, B3, TCs). Using MetPA, six KEGG metabolic pathways were predicted to be activated, including proline/arginine, glycolysis and glutathione pathways. The activated pathways as predicted by metabolite-profiling were generally enriched transcriptionally in the independent TCGA dataset. Shared high lactic acid and glutamine levels, together with associated gene expression signatures suggested a strong "Warburg effect", glutaminolysis and redox homeostasis as potential vulnerabilities that need validation in a large, independent cohort of aggressive TETs. If confirmed, targeting metabolic pathways may eventually prove as adjunct therapeutic options in TETs, since the metabolic features identified here are known to confer resistance to cisplatin-based chemotherapy, kinase inhibitors and immune checkpoint blockers, i.e., currently used therapies for non-resectable TETs.
引用
收藏
页数:22
相关论文
共 85 条
[1]   Inhibition of Glycolysis and Glutaminolysis: An Emerging Drug Discovery Approach to Combat Cancer [J].
Akins, Nicholas S. ;
Nielson, Tanner C. ;
Le, Hoang V. .
CURRENT TOPICS IN MEDICINAL CHEMISTRY, 2018, 18 (06) :494-504
[2]   Concentration measurement by proton NMR using the ERETIC method [J].
Akoka, S ;
Barantin, L ;
Trierweiler, M .
ANALYTICAL CHEMISTRY, 1999, 71 (13) :2554-2557
[3]   SECOND EXPOSURE TO ACETAMINOPHEN OVERDOSE IS ASSOCIATED WITH LIVER FIBROSIS IN MICE [J].
AlWahsh, Mohammad ;
Othman, Amnah ;
Hamadneh, Lama ;
Telfah, Ahmad ;
Lambert, Jorg ;
Hikmat, Suhair ;
Alassi, Amin ;
Mohamed, Fatma El Zahraa ;
Hergenroeder, Roland ;
Al-Qirim, Tariq ;
Dooley, Steven ;
Hammad, Seddik .
EXCLI JOURNAL, 2019, 18 :51-62
[4]   The emerging role and targetability of the TCA cycle in cancer metabolism [J].
Anderson, Nicole M. ;
Mucka, Patrick ;
Kern, Joseph G. ;
Feng, Hui .
PROTEIN & CELL, 2018, 9 (02) :216-237
[5]   A review of metabolism-associated biomarkers in lung cancer diagnosis and treatment [J].
Bamji-Stocke, Sanaya ;
van Berkel, Victor ;
Miller, Donald M. ;
Frieboes, Hermann B. .
METABOLOMICS, 2018, 14 (06)
[6]   Mutations of ATIC and ADSL affect purinosome assembly in cultured skin fibroblasts from patients with AICA-ribosiduria and ADSL deficiency [J].
Baresova, Veronika ;
Skopova, Vaclava ;
Sikora, Jakub ;
Patterson, David ;
Sovova, Jana ;
Zikanova, Marie ;
Kmoch, Stanislav .
HUMAN MOLECULAR GENETICS, 2012, 21 (07) :1534-1543
[7]   The Non-Neuronal Cholinergic System in Health and Disease [J].
Beckmann, Janet ;
Lips, Katrin Susanne .
PHARMACOLOGY, 2013, 92 (5-6) :286-302
[8]   High-resolution magic-angle-spinning NMR spectroscopy for metabolic profiling of intact tissues [J].
Beckonert, Olaf ;
Coen, Muireann ;
Keun, Hector C. ;
Wang, Yulan ;
Ebbels, Timothy M. D. ;
Holmes, Elaine ;
Lindon, John C. ;
Nicholson, Jeremy K. .
NATURE PROTOCOLS, 2010, 5 (06) :1019-1032
[9]   Increased cFLIP expression in thymic epithelial tumors blocks autophagy via NF-κB signalling [J].
Belharazem, Djeda ;
Grass, Albert ;
Paul, Cornelia ;
Vitacolonna, Mario ;
Schalke, Berthold ;
Rieker, Ralf J. ;
Koerner, Daniel ;
Jungebluth, Philipp ;
Simon-Keller, Katja ;
Hohenberger, Peter ;
Roessner, Eric M. ;
Wiebe, Karsten ;
Graeter, Thomas ;
Kyriss, Thomas ;
Ott, German ;
Geserick, Peter ;
Leverkus, Martin ;
Stroebel, Philipp ;
Marx, Alexander .
ONCOTARGET, 2017, 8 (52) :89580-89594
[10]  
Bingol Kerem, 2018, High Throughput, V7, DOI 10.3390/ht7020009