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采用方剂组学方法解析消渴安治疗小鼠2型糖尿病的作用机制

Deciphering the therapeutic mechanisms of Xiao-Ke-An in treatment of type 2 diabetes in mice by a Fangjiomics approach.

作者信息

Yang Zhen-zhong, Liu Wei, Zhang Feng, Li Zheng, Cheng Yi-yu

机构信息

Pharmaceutical Informatics Institute, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, China.

State Key Laboratory of Modern Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China.

出版信息

Acta Pharmacol Sin. 2015 Jun;36(6):699-707. doi: 10.1038/aps.2014.138. Epub 2015 May 11.

Abstract

AIM

Xiao-Ke-An (XKA) is a traditional Chinese medicine (TCM) formula for the treatment of type 2 diabetes (T2D), and the effective ingredients and their targets as well as the mechanisms of XKA remain to be elucidated. In this study we investigated the therapeutic mechanisms of XKA in the treatment of T2D in mice using a Fangjiomics approach.

METHODS

KKAy mice feeding on a high-fat diet were used as models of T2D, and were orally treated with XKA (0.75 or 1.5 g · kg(-1) · d(-1)) for 32 d. Microarray mRNA expression data were obtained from the livers of the mice. Differentially expressed genes (DEGs) were identified by reverse rate analysis and ANOVA analysis. The compounds in XKA were identified by LC-MS analysis or collected from TCM databases. The relationships between the compounds and targets were established by combining the DEGs with information derived from mining literature or herb target databases. Relevant pathways were identified through a Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis using WebGestalt.

RESULTS

The compound-target-pathway network based on compounds identified by LC-MS analysis (NCA) included 20 constituent compounds, 46 targets and 36 T2D-related pathways, whereas the compound-target-pathway network based on compounds collected from databases (NCD) consisted of 40 compounds, 68 targets and 21 pathways. In the treatment of T2D, XKA might act mainly by improving carbohydrate and lipid metabolism, as well as ameliorating insulin resistance, inflammation and diabetic vascular complications.

CONCLUSION

The network-based approach reveals complex therapeutic mechanisms of XKA in the treatment of T2D in mice that involve numerous compounds, targets, and signaling pathways.

摘要

目的

消渴安(XKA)是一种用于治疗2型糖尿病(T2D)的中药方剂,其有效成分、靶点及作用机制尚待阐明。本研究采用方剂组学方法探讨XKA治疗小鼠T2D的作用机制。

方法

以高脂饮食喂养的KKAy小鼠作为T2D模型,用XKA(0.75或1.5 g·kg⁻¹·d⁻¹)灌胃治疗32天。从小鼠肝脏获取基因芯片mRNA表达数据。通过反向率分析和方差分析鉴定差异表达基因(DEGs)。采用液相色谱-质谱联用(LC-MS)分析或从中药数据库收集的方法鉴定XKA中的化合物。通过将DEGs与文献挖掘或草药靶点数据库获得的信息相结合,建立化合物与靶点之间的关系。使用WebGestalt通过京都基因与基因组百科全书(KEGG)通路富集分析确定相关通路。

结果

基于LC-MS分析鉴定的化合物构建的化合物-靶点-通路网络(NCA)包括20种成分化合物、46个靶点和36条与T2D相关的通路,而基于从数据库收集的化合物构建的化合物-靶点-通路网络(NCD)由40种化合物、68个靶点和21条通路组成。在T2D治疗中,XKA可能主要通过改善碳水化合物和脂质代谢以及改善胰岛素抵抗、炎症和糖尿病血管并发症发挥作用。

结论

基于网络的方法揭示了XKA治疗小鼠T2D所涉及的复杂作用机制,涉及众多化合物、靶点和信号通路。

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