Alwahsh Mohammad, Knitsch Robert, Marchan Rosemarie, Lambert Jörg, Hoerner Christian, Zhang Xiaonan, Schalke Berthold, Lee De-Hyung, Bulut Elena, Graeter Thomas, Ott German, Kurz Katrin S, Preissler Gerhard, Schölch Sebastian, Farhat Joviana, Yao Zhihan, Sticht Carsten, Ströbel Philipp, Hergenröder Roland, Marx Alexander, Belharazem Djeda
Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., 44139 Dortmund, Germany.
Institute of Pathology and Medical Research Center (ZMF), University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany.
Cancers (Basel). 2022 Mar 18;14(6):1564. doi: 10.3390/cancers14061564.
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, = 12) and TCs ( = 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 ( = 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.
胸腺瘤和胸腺癌(TC)是恶性胸腺上皮肿瘤(TET),若无法切除则预后较差。TET的代谢特征尚未得到研究,可能会提供新的治疗选择。通过高分辨率魔角旋转1H核磁共振(HRMAS 1H-NMR)光谱法测定了速冻胸腺瘤(世界卫生组织A型、AB型、B1型、B2型、B3型,n = 12)和胸腺癌(n = 3)的代谢谱。使用MetPA实现了基于代谢物的KEGG活性代谢途径预测。关于基于代谢物的代谢途径,利用基因集富集分析在公开的“癌症基因组图谱”(TCGA)数据集中研究了TET(n = 115)的基因表达特征。总体而言,在TET中定量了37种代谢物,包括乙酰胆碱,此前在其他非内分泌癌症中未检测到。基于代谢物的聚类分析区分了临床惰性(A型、AB型、B1型)和侵袭性TET(B2型、B3型、胸腺癌)。使用MetPA预测有6条KEGG代谢途径被激活,包括脯氨酸/精氨酸、糖酵解和谷胱甘肽途径。代谢物谱预测的激活途径在独立的TCGA数据集中通常在转录水平上富集。共享的高乳酸和谷氨酰胺水平,以及相关的基因表达特征表明存在强烈的“瓦伯格效应”、谷氨酰胺分解和氧化还原稳态,这些可能是潜在的脆弱点,需要在大量独立的侵袭性TET队列中进行验证。如果得到证实,靶向代谢途径最终可能被证明是TET的辅助治疗选择,因为这里确定的代谢特征已知会导致对基于顺铂的化疗、激酶抑制剂和免疫检查点阻滞剂产生耐药性,即目前用于不可切除TET的治疗方法。