Cargando…
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...
Autores principales: | , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783281785901154304 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5703970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liujianling insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT zhujinglin insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT xuejun insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT qinzonghui insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT shenfengxia insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT liujingjing insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT chenxuetong insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT lixiaogang insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT wuziyin insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT xiaowei insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT zhengchunli insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa AT wangyonghua insilicobasedscreensynergisticdrugcombinationsfromherbmedicinesacaseusingcistanchetubulosa |