联合PEDF和阿霉素靶向乳腺癌细胞的代谢脆弱性:来自GC/ ms代谢组学的途径见解

IF 4.9 3区 生物学 Q1 BIOLOGY
EXCLI Journal Pub Date : 2025-08-18 eCollection Date: 2025-01-01 DOI:10.17179/excli2025-8508
Raziyeh Abooshahab, Hani Al-Salami, Crispin R Dass
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引用次数: 0

摘要

乳腺癌(BC)以其多样的亚型和分子异质性为特征,仍然是肿瘤学的主要挑战。尽管化疗取得了进展,如阿霉素(Dox),但由于毒性和耐药性,局限性仍然存在。色素上皮衍生因子(PEDF)是一种具有独特抗肿瘤特性的多功能蛋白。目的是利用代谢组学方法阐明人BC细胞系的代谢重编程。采用非靶向气相色谱-四极杆质谱法(GC/Q-MS)鉴定经PEDF、Dox及其联合(Dox+PEDF)治疗的BC细胞系MCF-7 (er阳性)和MDA-MB-231 (TNBC)的代谢变化,与未治疗的对照组相比。统计模型采用多元和单因素分析相结合的方法,包括偏最小二乘判别分析(PLS-DA)和单因素方差分析,应用MetaboAnalyst和SIMCA软件。为了解决多重测试错误的可能性,计算了假发现率(FDR)调整的p值,以确保稳健的统计可靠性。总体分析显示,各治疗组的代谢发生了显著变化,在碳水化合物、脂质和氨基酸代谢方面出现了不同的模式。在MCF-7细胞中,PEDF联合Dox显著降低胱氨酸水平,调节天冬氨酸和脂质相关代谢物,表明氧化还原稳态和膜组成的潜在变化。在MDA-MB-231细胞中,联合治疗显著降低了葡萄糖-6-磷酸和乳酸水平,表明糖酵解通量和氧化还原平衡的重塑。此外,PEDF和Dox的结合影响了氨基酸和脂质代谢。途径富集和相关分析显示,两种细胞系在谷胱甘肽代谢、能量途径和脂质信号传导方面存在显著的扰动,且差异显著。Dox和PEDF联合使用诱导了代谢网络的协调变化,表明其协同和拮抗机制影响多种生化途径。这些发现强调了PEDF联合化疗对改善BC治疗结果的重要性。另见图解摘要(图1)。1).
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Targeting metabolic vulnerabilities in breast cancer cells by combining PEDF and doxorubicin: pathway insights from GC/MS-based metabolomics.

Targeting metabolic vulnerabilities in breast cancer cells by combining PEDF and doxorubicin: pathway insights from GC/MS-based metabolomics.

Targeting metabolic vulnerabilities in breast cancer cells by combining PEDF and doxorubicin: pathway insights from GC/MS-based metabolomics.

Targeting metabolic vulnerabilities in breast cancer cells by combining PEDF and doxorubicin: pathway insights from GC/MS-based metabolomics.

Breast cancer (BC), characterised by its diverse subtypes and molecular heterogeneity, remains a major challenge in oncology. Despite advances in chemotherapy, such as doxorubicin (Dox), limitations persist due to toxicity and drug resistance. Pigment epithelium-derived factor (PEDF) is a multifunctional protein with unique anti-tumour properties. The aim here was to elucidate metabolic reprogramming in human BC cell lines using a metabolomics approach. Untargeted gas chromatography-quadrupole mass spectrometry (GC/Q-MS) was employed to identify the metabolic alterations in BC cell lines MCF-7 (ER-positive) and MDA-MB-231 (TNBC) following treatment with PEDF, Dox, and their combination (Dox+PEDF) in comparison to untreated controls. Statistical models were employed using a combination of multivariate and univariate analyses, including partial least squares discriminant analysis (PLS-DA) and one-way ANOVA, applied by MetaboAnalyst and SIMCA software. To address the potential for multiple-testing errors, false discovery rate (FDR)-adjusted p-values were calculated to ensure robust statistical reliability. The overall analysis revealed significant metabolic alterations across the treatment groups, with distinct patterns emerging in carbohydrate, lipid, and amino acid metabolisms. In MCF-7 cells, PEDF combined with Dox significantly decreased cystine levels and modulated aspartic acid and lipid-related metabolites, indicating potential shifts in redox homeostasis and membrane composition. In MDA-MB-231 cells, the combination treatment significantly reduced glucose-6-phosphate and lactate levels, suggesting remodeling of glycolytic flux and redox balance. Furthermore, the combination of PEDF and Dox influenced amino acid and lipid metabolism. Pathway enrichment and correlation analyses revealed significant perturbations in glutathione metabolism, energy pathways, and lipid signaling, with notable differences between the two cell lines. Combining Dox and PEDF induced coordinated changes in metabolic networks, suggesting synergistic and antagonistic mechanisms that impact multiple biochemical pathways. These findings underline the importance of combining PEDF with chemotherapy to improve treatment outcomes in BC. See also the graphical abstract(Fig. 1).

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来源期刊
EXCLI Journal
EXCLI Journal BIOLOGY-
CiteScore
8.00
自引率
2.20%
发文量
65
审稿时长
6-12 weeks
期刊介绍: EXCLI Journal publishes original research reports, authoritative reviews and case reports of experimental and clinical sciences. The journal is particularly keen to keep a broad view of science and technology, and therefore welcomes papers which bridge disciplines and may not suit the narrow specialism of other journals. Although the general emphasis is on biological sciences, studies from the following fields are explicitly encouraged (alphabetical order): aging research, behavioral sciences, biochemistry, cell biology, chemistry including analytical chemistry, clinical and preclinical studies, drug development, environmental health, ergonomics, forensic medicine, genetics, hepatology and gastroenterology, immunology, neurosciences, occupational medicine, oncology and cancer research, pharmacology, proteomics, psychiatric research, psychology, systems biology, toxicology
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