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An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology
Over the past several decades, natural products with poly-pharmacological profiles have demonstrated promise as novel therapeutics for various complex diseases, including cancer. Berberine (PubChem CID: 2353), a soliloquies quaternary alkaloid, has been validated to exert powerful effects in many ca...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6691338/ https://www.ncbi.nlm.nih.gov/pubmed/31447670 http://dx.doi.org/10.3389/fphar.2019.00857 |
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author | Guo, Pengfei Cai, Chuipu Wu, Xiaoqin Fan, Xiude Huang, Wei Zhou, Jingwei Wu, Qihui Huang, Yujie Zhao, Wei Zhang, Fengxue Wang, Qi Zhang, Yongbin Fang, Jiansong |
author_facet | Guo, Pengfei Cai, Chuipu Wu, Xiaoqin Fan, Xiude Huang, Wei Zhou, Jingwei Wu, Qihui Huang, Yujie Zhao, Wei Zhang, Fengxue Wang, Qi Zhang, Yongbin Fang, Jiansong |
author_sort | Guo, Pengfei |
collection | PubMed |
description | Over the past several decades, natural products with poly-pharmacological profiles have demonstrated promise as novel therapeutics for various complex diseases, including cancer. Berberine (PubChem CID: 2353), a soliloquies quaternary alkaloid, has been validated to exert powerful effects in many cancers. However, the underlying molecular mechanism is not yet fully elucidated. In this study, we summarized the molecular effects of berberine against multiple cancers based on current available literatures. Furthermore, a systems pharmacology infrastructure was developed to discover new cancer indications of berberine and explore their molecular mechanisms. Specifically, we incorporated 289 high-quality protein targets of berberine by integrating experimental drug–target interactions (DTIs) extracted from literatures and computationally predicted DTIs inferred by network-based inference approach. Statistical network models were developed for identification of new cancer indications of berberine through integration of DTIs and curated cancer significantly mutated genes (SMGs). High accuracy was yielded for our statistical models. We further discussed three typical cancer indications (hepatocarcinoma, lung adenocarcinoma, and bladder carcinoma) of berberine with new mechanisms of actions (MOAs) based on our systems pharmacology framework. In summary, this study systematically provides a powerful strategy to identify potential anti-cancer effects of berberine with novel mechanisms from a systems pharmacology perspective. |
format | Online Article Text |
id | pubmed-6691338 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-66913382019-08-23 An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology Guo, Pengfei Cai, Chuipu Wu, Xiaoqin Fan, Xiude Huang, Wei Zhou, Jingwei Wu, Qihui Huang, Yujie Zhao, Wei Zhang, Fengxue Wang, Qi Zhang, Yongbin Fang, Jiansong Front Pharmacol Pharmacology Over the past several decades, natural products with poly-pharmacological profiles have demonstrated promise as novel therapeutics for various complex diseases, including cancer. Berberine (PubChem CID: 2353), a soliloquies quaternary alkaloid, has been validated to exert powerful effects in many cancers. However, the underlying molecular mechanism is not yet fully elucidated. In this study, we summarized the molecular effects of berberine against multiple cancers based on current available literatures. Furthermore, a systems pharmacology infrastructure was developed to discover new cancer indications of berberine and explore their molecular mechanisms. Specifically, we incorporated 289 high-quality protein targets of berberine by integrating experimental drug–target interactions (DTIs) extracted from literatures and computationally predicted DTIs inferred by network-based inference approach. Statistical network models were developed for identification of new cancer indications of berberine through integration of DTIs and curated cancer significantly mutated genes (SMGs). High accuracy was yielded for our statistical models. We further discussed three typical cancer indications (hepatocarcinoma, lung adenocarcinoma, and bladder carcinoma) of berberine with new mechanisms of actions (MOAs) based on our systems pharmacology framework. In summary, this study systematically provides a powerful strategy to identify potential anti-cancer effects of berberine with novel mechanisms from a systems pharmacology perspective. Frontiers Media S.A. 2019-08-06 /pmc/articles/PMC6691338/ /pubmed/31447670 http://dx.doi.org/10.3389/fphar.2019.00857 Text en Copyright © 2019 Guo, Cai, Wu, Fan, Huang, Zhou, Wu, Huang, Zhao, Zhang, Wang, Zhang and Fang http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pharmacology Guo, Pengfei Cai, Chuipu Wu, Xiaoqin Fan, Xiude Huang, Wei Zhou, Jingwei Wu, Qihui Huang, Yujie Zhao, Wei Zhang, Fengxue Wang, Qi Zhang, Yongbin Fang, Jiansong An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology |
title | An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology |
title_full | An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology |
title_fullStr | An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology |
title_full_unstemmed | An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology |
title_short | An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology |
title_sort | insight into the molecular mechanism of berberine towards multiple cancer types through systems pharmacology |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6691338/ https://www.ncbi.nlm.nih.gov/pubmed/31447670 http://dx.doi.org/10.3389/fphar.2019.00857 |
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