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Cardiovascular Disease Chemogenomics Knowledgebase-guided Target Identification and Drug Synergy Mechanism Study of an Herbal Formula

Combination therapy is a popular treatment for various diseases in the clinic. Among the successful cases, Traditional Chinese Medicinal (TCM) formulae can achieve synergistic effects in therapeutics and antagonistic effects in toxicity. However, characterizing the underlying molecular synergisms fo...

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Autores principales: Zhang, Hai, Ma, Shifan, Feng, Zhiwei, Wang, Dongyao, Li, Chengjian, Cao, Yan, Chen, Xiaofei, Liu, Aijun, Zhu, Zhenyu, Zhang, Junping, Zhang, Guoqing, Chai, Yifeng, Wang, Lirong, Xie, Xiang-Qun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5039409/
https://www.ncbi.nlm.nih.gov/pubmed/27678063
http://dx.doi.org/10.1038/srep33963
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author Zhang, Hai
Ma, Shifan
Feng, Zhiwei
Wang, Dongyao
Li, Chengjian
Cao, Yan
Chen, Xiaofei
Liu, Aijun
Zhu, Zhenyu
Zhang, Junping
Zhang, Guoqing
Chai, Yifeng
Wang, Lirong
Xie, Xiang-Qun
author_facet Zhang, Hai
Ma, Shifan
Feng, Zhiwei
Wang, Dongyao
Li, Chengjian
Cao, Yan
Chen, Xiaofei
Liu, Aijun
Zhu, Zhenyu
Zhang, Junping
Zhang, Guoqing
Chai, Yifeng
Wang, Lirong
Xie, Xiang-Qun
author_sort Zhang, Hai
collection PubMed
description Combination therapy is a popular treatment for various diseases in the clinic. Among the successful cases, Traditional Chinese Medicinal (TCM) formulae can achieve synergistic effects in therapeutics and antagonistic effects in toxicity. However, characterizing the underlying molecular synergisms for the combination of drugs remains a challenging task due to high experimental expenses and complication of multicomponent herbal medicines. To understand the rationale of combination therapy, we investigated Sini Decoction, a well-known TCM consisting of three herbs, as a model. We applied our established diseases-specific chemogenomics databases and our systems pharmacology approach TargetHunter to explore synergistic mechanisms of Sini Decoction in the treatment of cardiovascular diseases. (1) We constructed a cardiovascular diseases-specific chemogenomics database, including drugs, target proteins, chemicals, and associated pathways. (2) Using our implemented chemoinformatics tools, we mapped out the interaction networks between active ingredients of Sini Decoction and their targets. (3) We also in silico predicted and experimentally confirmed that the side effects can be alleviated by the combination of the components. Overall, our results demonstrated that our cardiovascular disease-specific database was successfully applied for systems pharmacology analysis of a complicated herbal formula in predicting molecular synergetic mechanisms, and led to better understanding of a combinational therapy.
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spelling pubmed-50394092016-09-30 Cardiovascular Disease Chemogenomics Knowledgebase-guided Target Identification and Drug Synergy Mechanism Study of an Herbal Formula Zhang, Hai Ma, Shifan Feng, Zhiwei Wang, Dongyao Li, Chengjian Cao, Yan Chen, Xiaofei Liu, Aijun Zhu, Zhenyu Zhang, Junping Zhang, Guoqing Chai, Yifeng Wang, Lirong Xie, Xiang-Qun Sci Rep Article Combination therapy is a popular treatment for various diseases in the clinic. Among the successful cases, Traditional Chinese Medicinal (TCM) formulae can achieve synergistic effects in therapeutics and antagonistic effects in toxicity. However, characterizing the underlying molecular synergisms for the combination of drugs remains a challenging task due to high experimental expenses and complication of multicomponent herbal medicines. To understand the rationale of combination therapy, we investigated Sini Decoction, a well-known TCM consisting of three herbs, as a model. We applied our established diseases-specific chemogenomics databases and our systems pharmacology approach TargetHunter to explore synergistic mechanisms of Sini Decoction in the treatment of cardiovascular diseases. (1) We constructed a cardiovascular diseases-specific chemogenomics database, including drugs, target proteins, chemicals, and associated pathways. (2) Using our implemented chemoinformatics tools, we mapped out the interaction networks between active ingredients of Sini Decoction and their targets. (3) We also in silico predicted and experimentally confirmed that the side effects can be alleviated by the combination of the components. Overall, our results demonstrated that our cardiovascular disease-specific database was successfully applied for systems pharmacology analysis of a complicated herbal formula in predicting molecular synergetic mechanisms, and led to better understanding of a combinational therapy. Nature Publishing Group 2016-09-28 /pmc/articles/PMC5039409/ /pubmed/27678063 http://dx.doi.org/10.1038/srep33963 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Zhang, Hai
Ma, Shifan
Feng, Zhiwei
Wang, Dongyao
Li, Chengjian
Cao, Yan
Chen, Xiaofei
Liu, Aijun
Zhu, Zhenyu
Zhang, Junping
Zhang, Guoqing
Chai, Yifeng
Wang, Lirong
Xie, Xiang-Qun
Cardiovascular Disease Chemogenomics Knowledgebase-guided Target Identification and Drug Synergy Mechanism Study of an Herbal Formula
title Cardiovascular Disease Chemogenomics Knowledgebase-guided Target Identification and Drug Synergy Mechanism Study of an Herbal Formula
title_full Cardiovascular Disease Chemogenomics Knowledgebase-guided Target Identification and Drug Synergy Mechanism Study of an Herbal Formula
title_fullStr Cardiovascular Disease Chemogenomics Knowledgebase-guided Target Identification and Drug Synergy Mechanism Study of an Herbal Formula
title_full_unstemmed Cardiovascular Disease Chemogenomics Knowledgebase-guided Target Identification and Drug Synergy Mechanism Study of an Herbal Formula
title_short Cardiovascular Disease Chemogenomics Knowledgebase-guided Target Identification and Drug Synergy Mechanism Study of an Herbal Formula
title_sort cardiovascular disease chemogenomics knowledgebase-guided target identification and drug synergy mechanism study of an herbal formula
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5039409/
https://www.ncbi.nlm.nih.gov/pubmed/27678063
http://dx.doi.org/10.1038/srep33963
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