Evaluating the Pharmacological Mechanism of Chinese Medicine Si-Wu-Tang through Multi-Level Data Integration

被引:48
作者
Fang, Zhao [1 ,2 ]
Lu, Bingxin [1 ,2 ]
Liu, Mingyao [1 ,2 ]
Zhang, Meixia [3 ]
Yi, Zhenghui [4 ]
Wen, Chengping [5 ]
Shi, Tieliu [1 ,2 ,6 ]
机构
[1] E China Normal Univ, Ctr Bioinformat & Computat Biol, Inst Biomed Sci, Shanghai Key Lab Regulatory Biol, Shanghai 200062, Peoples R China
[2] E China Normal Univ, Sch Life Sci, Shanghai 200062, Peoples R China
[3] Sichuan Univ, West China Hosp, Dept Ophthalmol, Chengdu, Sichuan, Peoples R China
[4] Shanghai Jiao Tong Univ, Sch Med, Shanghai Mental Hlth Ctr, Schizophrenia Program, Shanghai 200030, Peoples R China
[5] Zhejiang Univ Chinese Med, TCM Clin Basis Inst, Hangzhou, Zhejiang, Peoples R China
[6] Chinese Acad Sci, Shanghai Inst Biol Sci, Inst Plant Physiol & Ecol, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
DREAM; GENE; CONSTITUENTS; POLYMORPHISM; ASSOCIATION; CYTOSCAPE; ABUNDANCE; NETWORKS; RECEPTOR; DENSITY;
D O I
10.1371/journal.pone.0072334
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Si-Wu-Tang (SWT) is a Traditional Chinese Medicine (TCM) formula widely used for the treatments of gynecological diseases. To explore the pharmacological mechanism of SWT, we incorporated microarray data of SWT with our herbal target database TCMID to analyze the potential activity mechanism of SWT's herbal ingredients and targets. We detected 2,405 differentially expressed genes in the microarray data, 20 of 102 proteins targeted by SWT were encoded by these DEGs and can be targeted by 2 FDA-approved drugs and 39 experimental drugs. The results of pathway enrichment analysis of the 20 predicted targets were consistent with that of 2,405 differentially expressed genes, elaborating the potential pharmacological mechanisms of SWT. Further study from a perspective of protein-protein interaction (PPI) network showed that the predicted targets of SWT function cooperatively to perform their multi-target effects. We also constructed a network to combine herbs, ingredients, targets and drugs together which bridges the gap between SWT and conventional medicine, and used it to infer the potential mechanisms of herbal ingredients. Moreover, based on the hypothesis that the same or similar effects between different TCM formulae may result from targeting the same proteins, we analyzed 27 other TCM formulae which can also treat the gynecological diseases, the subsequent result provides additional insight to understand the potential mechanisms of SWT in treating amenorrhea. Our bioinformatics approach to detect the pharmacology of SWT may shed light on drug discovery for gynecological diseases and could be utilized to investigate other TCM formulae as well.
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页数:8
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