Carneiro Tatiana J, Carvalho Ana L M Batista, Vojtek Martin, Carmo Inês F, Marques Maria Paula M, Diniz Carmen, Gil Ana M
Department of Chemistry and CICECO -Aveiro Institute of Materials, University of Aveiro, 3810-193, Aveiro, Portugal.
Molecular Physical-Chemistry R&D Unit, Department of Chemistry, University of Coimbra, 3004-535, Coimbra, Portugal.
Cancer Cell Int. 2023 Dec 6;23(1):310. doi: 10.1186/s12935-023-03124-0.
This work compared the metabolic profile of a parental MDA-MB-231 cisplatin-sensitive triple negative breast cancer (TNBC) cell line with that of a derived cisplatin-resistant line, to characterize inherent metabolic adaptations to resistance, as a means for marker and new TNBC therapies discovery. Supported by cytotoxic, microscopic and biochemical characterization of both lines, Nuclear Magnetic Resonance (NMR) metabolomics was employed to characterize cell polar extracts for the two cell lines, as a function of time (0, 24 and 48 h), and identify statistically relevant differences both between sensitive and resistant cells and their time course behavior. Biochemical results revealed a slight increase in activation of the NF-κB pathway and a marked decrease of the ERK signaling pathway in resistant cells. This was accompanied by lower glycolytic and glutaminolytic activities, possibly linked to glutamine being required to increase stemness capacity and, hence, higher survival to cisplatin. The TCA cycle dynamics seemed to be time-dependent, with an apparent activation at 48 h preferentially supported by anaplerotic aromatic amino acids, leucine and lysine. A distinct behavior of leucine, compared to the other branched-chain-amino-acids, suggested the importance of the recognized relationship between leucine and in mTOR-mediated autophagy to increase resistance. Suggested markers of MDA-MB-231 TNBC cisplatin-resistance included higher phosphocreatine/creatine ratios, hypotaurine/taurine-mediated antioxidant protective mechanisms, a generalized marked depletion in nucleotides/nucleosides, and a distinctive pattern of choline compounds. Although the putative hypotheses generated here require biological demonstration, they pave the way to the use of metabolites as markers of cisplatin-resistance in TNBC and as guidance to develop therapies.
本研究比较了亲本MDA-MB-231顺铂敏感三阴性乳腺癌(TNBC)细胞系与其衍生的顺铂耐药细胞系的代谢谱,以表征对耐药性的内在代谢适应性,作为发现标志物和新的TNBC治疗方法的一种手段。在对这两种细胞系进行细胞毒性、显微镜和生化表征的支持下,采用核磁共振(NMR)代谢组学来表征两种细胞系的细胞极性提取物,作为时间(0、24和48小时)的函数,并确定敏感细胞和耐药细胞之间以及它们的时间进程行为的统计学相关差异。生化结果显示,耐药细胞中NF-κB通路的激活略有增加,而ERK信号通路明显下降。这伴随着较低的糖酵解和谷氨酰胺分解活性,这可能与增加干性能力所需的谷氨酰胺有关,从而提高对顺铂的存活率。三羧酸循环动力学似乎是时间依赖性的,在48小时时明显激活,这主要由回补性芳香族氨基酸、亮氨酸和赖氨酸支持。与其他支链氨基酸相比,亮氨酸的独特行为表明亮氨酸与mTOR介导的自噬之间公认的关系对增加耐药性的重要性。MDA-MB-231 TNBC顺铂耐药的潜在标志物包括较高的磷酸肌酸/肌酸比率、次牛磺酸/牛磺酸介导的抗氧化保护机制、核苷酸/核苷的普遍显著消耗以及胆碱化合物的独特模式。尽管这里产生的假设需要生物学验证,但它们为将代谢物用作TNBC顺铂耐药的标志物以及开发治疗方法的指导铺平了道路。