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代谢组学分析揭示了色素上皮衍生因子(PEDF)在血糖负荷下三阴性乳腺癌细胞MDA-MB-231中的作用。

Metabolomics Profiling Reveals the Role of PEDF in Triple-Negative Breast Cancer Cell MDA-MB-231 under Glycaemic Loading.

作者信息

Abooshahab Raziyeh, Hooshmand Kourosh, Luna Giuseppe, Al-Salami Hani, Dass Crispin R

机构信息

Curtin Medical School, Curtin University, Bentley 6102, Australia.

System Medicine, Steno Diabetes Center Copenhagen, 2730 Herlev, Denmark.

出版信息

Pharmaceutics. 2023 Feb 6;15(2):543. doi: 10.3390/pharmaceutics15020543.

Abstract

Pigment epithelium-derived factor (PEDF) is a secreted glycoprotein that belongs to the serine protease inhibitor (serpin) family. An increase in PEDF activity has been shown to be a potent inhibitor of tumour progression and proliferation, suggesting a possible therapeutic target. There is still a great deal to learn about how PEDF controls metabolic pathways in breast cancer and its metastatic form. Given this, the primary purpose of this study was to use a metabolomics approach to gain a better understanding of the mechanisms driving the reprogramming of metabolic events involved in breast cancer pertaining to PEDF under various glycaemic loads. We employed gas chromatography-quadrupole mass spectrometry (GC-Q-MS) to investigate metabolic changes in the triple-negative breast cancer (TNBC) cell line MDA-MB-231 treated with PEDF under glycaemic loading. Multivariate and univariate analyses were carried out as indicative tools via MetaboAnalyst (V.5.0) and R packages to identify the significantly altered metabolites in the MDA-MB-231 cell line after PEDF exposure under glycaemic loading. A total of 61 metabolites were found, of which nine were selected to be distinctively expressed in MDA-MB-231 cells under glycaemic conditions and exhibited differential responses to PEDF ( < 0.05, VIP > 1). Abnormalities in amino acid metabolism pathways were observed. In particular, glutamic acid, glutamine, and phenylalanine showed different levels of expression across different treatment groups. The lactate and glucose-6-phosphate production significantly increased in high-glucose vs. normal conditions while it decreased when the cells were exposed to PEDF, confirming the positive influence on the Warburg effect. The TCA cycle intermediates, including malate and citric acid, showed different patterns of expression. This is an important finding in understanding the link of PEDF with metabolic perturbation in TNBC cells in response to glycaemic conditions. Our findings suggest that PEDF significantly influenced the Warburg effect (as evidenced by the significantly lower levels of lactate), one of the well-known metabolic reprogramming pathways in cancer cells that may be responsive to metabolic-targeted therapeutic strategies. Moreover, our results demonstrated that GC-MS-based metabolomics is an effective tool for identifying metabolic changes in breast cancer cells after glycaemic stress or in response to PEDF treatment.

摘要

色素上皮衍生因子(PEDF)是一种分泌型糖蛋白,属于丝氨酸蛋白酶抑制剂(丝氨酸蛋白酶抑制剂)家族。PEDF活性的增加已被证明是肿瘤进展和增殖的有效抑制剂,提示其可能成为治疗靶点。关于PEDF如何控制乳腺癌及其转移形式中的代谢途径,仍有许多有待了解之处。鉴于此,本研究的主要目的是采用代谢组学方法,以更好地理解在不同血糖负荷下,驱动与PEDF相关的乳腺癌代谢事件重编程的机制。我们采用气相色谱-四极杆质谱联用仪(GC-Q-MS)来研究在血糖负荷下用PEDF处理的三阴性乳腺癌(TNBC)细胞系MDA-MB-231中的代谢变化。通过MetaboAnalyst(V.5.0)和R软件包进行多变量和单变量分析,作为指示工具,以识别在血糖负荷下PEDF处理后MDA-MB-231细胞系中显著改变的代谢物。共发现61种代谢物,其中9种被选为在血糖条件下在MDA-MB-231细胞中特异性表达,并对PEDF表现出不同反应(<0.05,VIP>1)。观察到氨基酸代谢途径存在异常。特别是,谷氨酸、谷氨酰胺和苯丙氨酸在不同治疗组中的表达水平不同。与正常条件相比,高糖条件下乳酸和6-磷酸葡萄糖的产量显著增加,而当细胞暴露于PEDF时则降低,证实了对瓦伯格效应的正向影响。包括苹果酸和柠檬酸在内的三羧酸循环中间产物表现出不同的表达模式。这是理解PEDF与TNBC细胞中响应血糖条件的代谢紊乱之间联系的一项重要发现。我们的研究结果表明,PEDF显著影响了瓦伯格效应(乳酸水平显著降低证明了这一点),这是癌细胞中一种众所周知的代谢重编程途径,可能对代谢靶向治疗策略有反应。此外,我们的结果表明,基于GC-MS的代谢组学是识别血糖应激后或响应PEDF处理的乳腺癌细胞中代谢变化的有效工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2a97/9962752/27aed9e32042/pharmaceutics-15-00543-g001.jpg

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