Liang Qun, Wang Cong, Li Binbing, Zhang Ai-Hua
First Affiliated Hospital and School of Pharmacy, Heilongjiang University of Chinese Medicine, Xiangfang District, Harbin 150040, China.
Pharmacogn Mag. 2015 Jul-Sep;11(43):586-93. doi: 10.4103/0973-1296.160469.
Metabolic fingerprinting is a rapid and noninvasive analysis, representing a powerful approach for the characterization of phenotypes and the distinction of specific metabolic states due to environmental alterations. It has become a valuable analytical approach for the characterization of phenotypes and is the rapidly evolving field of the comprehensive measurement of ideally all endogenous metabolites in bio-samples. Silybin has displayed bright prospects in the prevention and therapy of liver injury, and we had conducted a preliminary exploration on the molecular mechanism of the hepatoprotective effects of silybin. Because the knowledge on the metabolic responses of an acute liver damage rat to the silybin is still scarce, metabolic fingerprinting can provide relevant information on the intrinsic metabolic adjustments.
Here, the physiological and metabolic changes in the acute liver damage rat were investigated by performing a metabolic analysis. The phenotypic response was assessed by liquid chromatography/mass spectrometry (LC/MS) combined with pattern recognition approaches such as principal components analysis and partial least squares projection to supervised latent structures and discriminant analysis. Multivariate analysis of the data showed trends in scores plots that were related to the concentration of the silybin.
Results indicate 10 ions (7 upregulated and 3 downregulated) as differentiating metabolites. Key observations include perturbations of metabolic pathways linked to glutathione metabolism, tryptophan metabolism, cysteine and methionine metabolism, etc., Overall, this investigation illustrates the power of the LC/MS combined with the pattern recognition methods that can engender new insights into silybin affecting on metabolism pathways of an acute liver damage rat.
The present study demonstrates that the combination of metabolic fingerprinting with appropriate chemometric analysis is a valuable approach for studying cellular responses to silybin drug and can provide additional insight into the mechanisms.
代谢指纹图谱是一种快速且非侵入性的分析方法,是表征表型以及区分由环境改变导致的特定代谢状态的有力手段。它已成为表征表型的一种有价值的分析方法,并且是对生物样品中所有内源性代谢物进行全面测量的快速发展领域。水飞蓟宾在肝损伤的预防和治疗方面已展现出广阔前景,我们已对水飞蓟宾肝保护作用的分子机制进行了初步探索。由于关于急性肝损伤大鼠对水飞蓟宾代谢反应的知识仍然匮乏,代谢指纹图谱能够提供有关内在代谢调节的相关信息。
在此,通过进行代谢分析来研究急性肝损伤大鼠的生理和代谢变化。采用液相色谱/质谱联用(LC/MS)结合主成分分析、偏最小二乘判别分析等模式识别方法来评估表型反应。对数据的多变量分析显示得分图中的趋势与水飞蓟宾浓度相关。
结果表明有10种离子(7种上调和3种下调)为差异代谢物。主要观察结果包括与谷胱甘肽代谢、色氨酸代谢、半胱氨酸和甲硫氨酸代谢等相关代谢途径的扰动。总体而言,本研究表明LC/MS与模式识别方法相结合能够为水飞蓟宾对急性肝损伤大鼠代谢途径的影响带来新的见解。
本研究表明代谢指纹图谱与适当的化学计量学分析相结合是研究细胞对水飞蓟宾药物反应的一种有价值的方法,并且能够为作用机制提供更多见解。