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In silico-based screen synergistic drug combinations from herb medicines: a case using Cistanche tubulosa

Neuroinflammation is characterized by the elaborated inflammatory response repertoire of central nervous system tissue. The limitations of the current treatments for neuroinflammation are well-known side effects in the clinical trials of monotherapy. Drug combination therapies are promising strategi...

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Autores principales: Liu, Jianling, Zhu, Jinglin, Xue, Jun, Qin, Zonghui, Shen, Fengxia, Liu, Jingjing, Chen, Xuetong, Li, Xiaogang, Wu, Ziyin, Xiao, Wei, Zheng, Chunli, Wang, Yonghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5703970/
https://www.ncbi.nlm.nih.gov/pubmed/29180652
http://dx.doi.org/10.1038/s41598-017-16571-3
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author Liu, Jianling
Zhu, Jinglin
Xue, Jun
Qin, Zonghui
Shen, Fengxia
Liu, Jingjing
Chen, Xuetong
Li, Xiaogang
Wu, Ziyin
Xiao, Wei
Zheng, Chunli
Wang, Yonghua
author_facet Liu, Jianling
Zhu, Jinglin
Xue, Jun
Qin, Zonghui
Shen, Fengxia
Liu, Jingjing
Chen, Xuetong
Li, Xiaogang
Wu, Ziyin
Xiao, Wei
Zheng, Chunli
Wang, Yonghua
author_sort Liu, Jianling
collection PubMed
description Neuroinflammation is characterized by the elaborated inflammatory response repertoire of central nervous system tissue. The limitations of the current treatments for neuroinflammation are well-known side effects in the clinical trials of monotherapy. Drug combination therapies are promising strategies to overcome the compensatory mechanisms and off-target effects. However, discovery of synergistic drug combinations from herb medicines is rare. Encouraged by the successfully applied cases we move on to investigate the effective drug combinations based on system pharmacology among compounds from Cistanche tubulosa (SCHENK) R. WIGHT. Firstly, 63 potential bioactive compounds, the related 133 direct and indirect targets are screened out by Drug-likeness evaluation combined with drug targeting process. Secondly, Compound-Target network is built to acquire the data set for predicting drug combinations. We list the top 10 drug combinations which are employed by the algorithm Probability Ensemble Approach (PEA), and Compound-Target-Pathway network is then constructed by the 12 compounds of the combinations, targets, and pathways to unearth the corresponding pharmacological actions. Finally, an integrating pathway approach is developed to elucidate the therapeutic effects of the herb in different pathological features-relevant biological processes. Overall, the method may provide a productive avenue for developing drug combination therapeutics.
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spelling pubmed-57039702017-11-30 In silico-based screen synergistic drug combinations from herb medicines: a case using Cistanche tubulosa Liu, Jianling Zhu, Jinglin Xue, Jun Qin, Zonghui Shen, Fengxia Liu, Jingjing Chen, Xuetong Li, Xiaogang Wu, Ziyin Xiao, Wei Zheng, Chunli Wang, Yonghua Sci Rep Article Neuroinflammation is characterized by the elaborated inflammatory response repertoire of central nervous system tissue. The limitations of the current treatments for neuroinflammation are well-known side effects in the clinical trials of monotherapy. Drug combination therapies are promising strategies to overcome the compensatory mechanisms and off-target effects. However, discovery of synergistic drug combinations from herb medicines is rare. Encouraged by the successfully applied cases we move on to investigate the effective drug combinations based on system pharmacology among compounds from Cistanche tubulosa (SCHENK) R. WIGHT. Firstly, 63 potential bioactive compounds, the related 133 direct and indirect targets are screened out by Drug-likeness evaluation combined with drug targeting process. Secondly, Compound-Target network is built to acquire the data set for predicting drug combinations. We list the top 10 drug combinations which are employed by the algorithm Probability Ensemble Approach (PEA), and Compound-Target-Pathway network is then constructed by the 12 compounds of the combinations, targets, and pathways to unearth the corresponding pharmacological actions. Finally, an integrating pathway approach is developed to elucidate the therapeutic effects of the herb in different pathological features-relevant biological processes. Overall, the method may provide a productive avenue for developing drug combination therapeutics. Nature Publishing Group UK 2017-11-27 /pmc/articles/PMC5703970/ /pubmed/29180652 http://dx.doi.org/10.1038/s41598-017-16571-3 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Liu, Jianling
Zhu, Jinglin
Xue, Jun
Qin, Zonghui
Shen, Fengxia
Liu, Jingjing
Chen, Xuetong
Li, Xiaogang
Wu, Ziyin
Xiao, Wei
Zheng, Chunli
Wang, Yonghua
In silico-based screen synergistic drug combinations from herb medicines: a case using Cistanche tubulosa
title In silico-based screen synergistic drug combinations from herb medicines: a case using Cistanche tubulosa
title_full In silico-based screen synergistic drug combinations from herb medicines: a case using Cistanche tubulosa
title_fullStr In silico-based screen synergistic drug combinations from herb medicines: a case using Cistanche tubulosa
title_full_unstemmed In silico-based screen synergistic drug combinations from herb medicines: a case using Cistanche tubulosa
title_short In silico-based screen synergistic drug combinations from herb medicines: a case using Cistanche tubulosa
title_sort in silico-based screen synergistic drug combinations from herb medicines: a case using cistanche tubulosa
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5703970/
https://www.ncbi.nlm.nih.gov/pubmed/29180652
http://dx.doi.org/10.1038/s41598-017-16571-3
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