Metabolomics Coupled with Multivariate Data and Pathway Analysis on Potential Biomarkers in Gastric Ulcer and Intervention Effects of Corydalis yanhusuo Alkaloid

被引:14
|
作者
Li Tianjiao [1 ]
Wang Shuai [1 ,3 ]
Meng Xiansheng [1 ,3 ]
Bao Yongrui [1 ]
Guan Shanshan [1 ]
Liu Bo [1 ]
Chen Lu [1 ]
Wang Lei [2 ,3 ]
Ran Xiaorong [2 ,3 ]
机构
[1] Liaoning Univ Tradit Chinese Med, Dalian, Peoples R China
[2] Agilent Technol Co Ltd, Beijing, Peoples R China
[3] Liaoning Univ Tradit Chinese Med, Agilent Technol Modern TCM & Multiom Res Collabor, Dalian, Peoples R China
来源
PLOS ONE | 2014年 / 9卷 / 01期
关键词
MASS-SPECTROMETRY; CHINESE; METABONOMICS; RECOGNITION; MEDICINE; SURFACE; PLASMA;
D O I
10.1371/journal.pone.0082499
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Metabolomics, the systematic analysis of potential metabolites in a biological specimen, has been increasingly applied to discovering biomarkers, identifying perturbed pathways, measuring therapeutic targets, and discovering new drugs. By analyzing and verifying the significant difference in metabolic profiles and changes of metabolite biomarkers, metabolomics enables us to better understand substance metabolic pathways which can clarify the mechanism of Traditional Chinese Medicines (TCM). Corydalis yanhusuo alkaloid (CA) is a major component of Qizhiweitong (QZWT) prescription which has been used for treating gastric ulcer for centuries and its mechanism remains unclear completely. Metabolite profiling was performed by high-performance liquid chromatography combined with time-of-flight mass spectrometry (HPLC/ESI-TOF-MS) and in conjunction with multivariate data analysis and pathway analysis. The statistic software Mass Profiller Prossional (MPP) and statistic method including ANOVA and principal component analysis (PCA) were used for discovering novel potential biomarkers to clarify mechanism of CA in treating acid injected rats with gastric ulcer. The changes in metabolic profiling were restored to their base-line values after CA treatment according to the PCA score plots. Ten different potential biomarkers and seven key metabolic pathways contributing to the treatment of gastric ulcer were discovered and identified. Among the pathways, sphingophospholipid metabolism and fatty acid metabolism related network were acutely perturbed. Quantitative real time polymerase chain reaction (RT-PCR) analysis were performed to evaluate the expression of genes related to the two pathways for verifying the above results. The results show that changed biomarkers and pathways may provide evidence to insight into drug action mechanisms and enable us to increase research productivity toward metabolomics drug discovery.
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页数:10
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