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

被引:21
|
作者
Fan, Sili [1 ]
Shahid, Muhammad [2 ]
Jin, Peng [2 ]
Asher, Arash [3 ]
Kim, Jayoung [2 ,3 ,4 ,5 ,6 ]
机构
[1] Univ Calif Davis, West Coast Metabol Ctr, Davis, CA 95616 USA
[2] Cedars Sinai Med Ctr, Dept Surg, Los Angeles, CA 90048 USA
[3] Cedars Sinai Med Ctr, Samuel Oschin Comprehens Canc Inst, Los Angeles, CA 90048 USA
[4] Cedars Sinai Med Ctr, Dept Surg & Biomed Sci, Los Angeles, CA 90048 USA
[5] Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
[6] Ga Cheon Univ, Dept Urol, Coll Med, Incheon 461701, South Korea
基金
美国国家卫生研究院;
关键词
biomarkers; mass spectrometry; metabolomics; breast cancer; AMINO-ACID TRANSPORTER; GLUTAMINE; STATISTICS; PROTEIN; TARGET; GROWTH; CELLS;
D O I
10.3390/metabo10040170
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
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.
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页数:19
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