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Identification of Metabolic Alterations in Breast Cancer Using Mass Spectrometry-Based Metabolomic Analysis

机译:基于质谱的代谢组学分析鉴定乳腺癌中的代谢变化

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摘要

Breast cancer (BC) is a major global health issue and remains the second leading cause of cancer-related death in women, contributing to approximately 41,760 deaths annually. BC is caused by a combination of genetic and environmental factors. Although various molecular diagnostic tools have been developed to improve diagnosis of BC in the clinical setting, better detection tools for earlier diagnosis can improve survival rates. Given that altered metabolism is a characteristic feature of BC, we aimed to understand the comparative metabolic differences between BC and healthy controls. Metabolomics, the study of metabolism, can provide incredible insight and create useful tools for identifying potential BC biomarkers. In this study, we applied two analytical mass spectrometry (MS) platforms, including hydrophilic interaction chromatography (HILIC) and gas chromatography (GC), to generate BC-associated metabolic profiles using breast tissue from BC patients. These metabolites were further analyzed to identify differentially expressed metabolites in BC and their associated metabolic networks. Additionally, Chemical Similarity Enrichment Analysis (ChemRICH), MetaMapp, and Metabolite Set Enrichment Analysis (MSEA) identified significantly enriched clusters and networks in BC tissues. Since metabolomic signatures hold significant promise in the clinical setting, more effort should be placed on validating potential BC biomarkers based on identifying altered metabolomes.
机译:乳腺癌(BC)是全球主要的健康问题,仍然是妇女与癌症相关的死亡的第二大主要原因,每年导致约41,760人死亡。 BC是由遗传和环境因素共同导致的。尽管已经开发了各种分子诊断工具来改善临床环境中的BC诊断,但更好的检测工具来进行早期诊断可以提高生存率。鉴于新陈代谢的改变是BC的特征,我们旨在了解BC与健康对照之间的比较代谢差异。代谢组学是对代谢的研究,可以提供令人难以置信的洞察力,并创建有用的工具来识别潜在的BC生物标志物。在这项研究中,我们应用了包括亲水相互作用色谱(HILIC)和气相色谱(GC)在内的两个分析质谱(MS)平台,使用来自BC患者的乳房组织来生成与BC相关的代谢谱。对这些代谢物进行进一步分析,以鉴定BC及其相关代谢网络中差异表达的代谢物。此外,化学相似性富集分析(ChemRICH),MetaMapp和代谢物组富集分析(MSEA)在BC组织中鉴定出明显富集的簇和网络。由于代谢组学特征在临床上具有重大前景,因此应基于鉴定改变的代谢组,加大力度验证潜在的BC生物标志物。

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