Uncovering pharmacological mechanisms of Wu-tou decoction acting on rheumatoid arthritis through systems approaches: drug-target prediction, network analysis and experimental validation

被引:107
作者
Zhang, Yanqiong [1 ]
Bai, Ming [2 ,3 ]
Zhang, Bo [4 ]
Liu, Chunfang [1 ]
Guo, Qiuyan [1 ]
Sun, Yanqun [1 ]
Wang, Danhua [1 ]
Wang, Chao [1 ]
Jiang, Yini [1 ]
Lin, Na [1 ]
Li, Shao [1 ,2 ,3 ]
机构
[1] China Acad Chinese Med Sci, Inst Chinese Mat Med, Beijing 100700, Peoples R China
[2] Tsinghua Univ, Dept Automat, TNLIST, MOE Key Lab Bioinformat, Beijing 100084, Peoples R China
[3] Tsinghua Univ, Dept Automat, TNLIST, Bioinformat Div, Beijing 100084, Peoples R China
[4] Tianjin Int Joint Acad Biotechnol & Med, Tianjin 300457, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
INTERACTION DATABASE; CHINESE MEDICINE; KNOWLEDGEBASE; INFLAMMATION; RATS; DESTRUCTION;
D O I
10.1038/srep09463
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
Wu-tou decoction (WTD) has been extensively used for the treatment of rheumatoid arthritis (RA). Due to lack of appropriate methods, pharmacological mechanisms of WTD acting on RA have not been fully elucidated. In this study, a list of putative targets for compositive compounds containing in WTD were predicted by drugCIPHER-CS. Then, the interaction network of the putative targets of WTD and known RA-related targets was constructed and hub nodes were identified. After constructing the interaction network of hubs, four topological features of each hub, including degree, node betweenness, closeness and k-coreness, were calculated and 79 major hubs were identified as candidate targets of WTD, which were implicated into the imbalance of the nervous, endocrine and immune (NEI) systems, leading to the main pathological changes during the RA progression. Further experimental validation also demonstrated the preventive effects of WTD on inflammation and joint destruction in collagen-induced arthritis (CIA) rats and its regulatory effects on candidate targets both in vitro and in vivo systems. In conclusion, we performed an integrative analysis to offer the convincing evidence that WTD may attenuate RA partially by restoring the balance of NEI system and subsequently reversing the pathological events during RA progression.
引用
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页数:15
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