Cargando…
Discovery of Molecular Mechanisms of Traditional Chinese Medicinal Formula Si-Wu-Tang Using Gene Expression Microarray and Connectivity Map
To pursue a systematic approach to discovery of mechanisms of action of traditional Chinese medicine (TCM), we used microarrays, bioinformatics and the “Connectivity Map” (CMAP) to examine TCM-induced changes in gene expression. We demonstrated that this approach can be used to elucidate new molecul...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3065471/ https://www.ncbi.nlm.nih.gov/pubmed/21464939 http://dx.doi.org/10.1371/journal.pone.0018278 |
_version_ | 1782200989308157952 |
---|---|
author | Wen, Zhining Wang, Zhijun Wang, Steven Ravula, Ranadheer Yang, Lun Xu, Jun Wang, Charles Zuo, Zhong Chow, Moses S. S. Shi, Leming Huang, Ying |
author_facet | Wen, Zhining Wang, Zhijun Wang, Steven Ravula, Ranadheer Yang, Lun Xu, Jun Wang, Charles Zuo, Zhong Chow, Moses S. S. Shi, Leming Huang, Ying |
author_sort | Wen, Zhining |
collection | PubMed |
description | To pursue a systematic approach to discovery of mechanisms of action of traditional Chinese medicine (TCM), we used microarrays, bioinformatics and the “Connectivity Map” (CMAP) to examine TCM-induced changes in gene expression. We demonstrated that this approach can be used to elucidate new molecular targets using a model TCM herbal formula Si-Wu-Tang (SWT) which is widely used for women's health. The human breast cancer MCF-7 cells treated with 0.1 µM estradiol or 2.56 mg/ml of SWT showed dramatic gene expression changes, while no significant change was detected for ferulic acid, a known bioactive compound of SWT. Pathway analysis using differentially expressed genes related to the treatment effect identified that expression of genes in the nuclear factor erythroid 2-related factor 2 (Nrf2) cytoprotective pathway was most significantly affected by SWT, but not by estradiol or ferulic acid. The Nrf2-regulated genes HMOX1, GCLC, GCLM, SLC7A11 and NQO1 were upreguated by SWT in a dose-dependent manner, which was validated by real-time RT-PCR. Consistently, treatment with SWT and its four herbal ingredients resulted in an increased antioxidant response element (ARE)-luciferase reporter activity in MCF-7 and HEK293 cells. Furthermore, the gene expression profile of differentially expressed genes related to SWT treatment was used to compare with those of 1,309 compounds in the CMAP database. The CMAP profiles of estradiol-treated MCF-7 cells showed an excellent match with SWT treatment, consistent with SWT's widely claimed use for women's diseases and indicating a phytoestrogenic effect. The CMAP profiles of chemopreventive agents withaferin A and resveratrol also showed high similarity to the profiles of SWT. This study identified SWT as an Nrf2 activator and phytoestrogen, suggesting its use as a nontoxic chemopreventive agent, and demonstrated the feasibility of combining microarray gene expression profiling with CMAP mining to discover mechanisms of actions and to identify new health benefits of TCMs. |
format | Text |
id | pubmed-3065471 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-30654712011-04-04 Discovery of Molecular Mechanisms of Traditional Chinese Medicinal Formula Si-Wu-Tang Using Gene Expression Microarray and Connectivity Map Wen, Zhining Wang, Zhijun Wang, Steven Ravula, Ranadheer Yang, Lun Xu, Jun Wang, Charles Zuo, Zhong Chow, Moses S. S. Shi, Leming Huang, Ying PLoS One Research Article To pursue a systematic approach to discovery of mechanisms of action of traditional Chinese medicine (TCM), we used microarrays, bioinformatics and the “Connectivity Map” (CMAP) to examine TCM-induced changes in gene expression. We demonstrated that this approach can be used to elucidate new molecular targets using a model TCM herbal formula Si-Wu-Tang (SWT) which is widely used for women's health. The human breast cancer MCF-7 cells treated with 0.1 µM estradiol or 2.56 mg/ml of SWT showed dramatic gene expression changes, while no significant change was detected for ferulic acid, a known bioactive compound of SWT. Pathway analysis using differentially expressed genes related to the treatment effect identified that expression of genes in the nuclear factor erythroid 2-related factor 2 (Nrf2) cytoprotective pathway was most significantly affected by SWT, but not by estradiol or ferulic acid. The Nrf2-regulated genes HMOX1, GCLC, GCLM, SLC7A11 and NQO1 were upreguated by SWT in a dose-dependent manner, which was validated by real-time RT-PCR. Consistently, treatment with SWT and its four herbal ingredients resulted in an increased antioxidant response element (ARE)-luciferase reporter activity in MCF-7 and HEK293 cells. Furthermore, the gene expression profile of differentially expressed genes related to SWT treatment was used to compare with those of 1,309 compounds in the CMAP database. The CMAP profiles of estradiol-treated MCF-7 cells showed an excellent match with SWT treatment, consistent with SWT's widely claimed use for women's diseases and indicating a phytoestrogenic effect. The CMAP profiles of chemopreventive agents withaferin A and resveratrol also showed high similarity to the profiles of SWT. This study identified SWT as an Nrf2 activator and phytoestrogen, suggesting its use as a nontoxic chemopreventive agent, and demonstrated the feasibility of combining microarray gene expression profiling with CMAP mining to discover mechanisms of actions and to identify new health benefits of TCMs. Public Library of Science 2011-03-28 /pmc/articles/PMC3065471/ /pubmed/21464939 http://dx.doi.org/10.1371/journal.pone.0018278 Text en This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication. https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. |
spellingShingle | Research Article Wen, Zhining Wang, Zhijun Wang, Steven Ravula, Ranadheer Yang, Lun Xu, Jun Wang, Charles Zuo, Zhong Chow, Moses S. S. Shi, Leming Huang, Ying Discovery of Molecular Mechanisms of Traditional Chinese Medicinal Formula Si-Wu-Tang Using Gene Expression Microarray and Connectivity Map |
title | Discovery of Molecular Mechanisms of Traditional Chinese Medicinal Formula Si-Wu-Tang Using Gene Expression Microarray and Connectivity Map |
title_full | Discovery of Molecular Mechanisms of Traditional Chinese Medicinal Formula Si-Wu-Tang Using Gene Expression Microarray and Connectivity Map |
title_fullStr | Discovery of Molecular Mechanisms of Traditional Chinese Medicinal Formula Si-Wu-Tang Using Gene Expression Microarray and Connectivity Map |
title_full_unstemmed | Discovery of Molecular Mechanisms of Traditional Chinese Medicinal Formula Si-Wu-Tang Using Gene Expression Microarray and Connectivity Map |
title_short | Discovery of Molecular Mechanisms of Traditional Chinese Medicinal Formula Si-Wu-Tang Using Gene Expression Microarray and Connectivity Map |
title_sort | discovery of molecular mechanisms of traditional chinese medicinal formula si-wu-tang using gene expression microarray and connectivity map |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3065471/ https://www.ncbi.nlm.nih.gov/pubmed/21464939 http://dx.doi.org/10.1371/journal.pone.0018278 |
work_keys_str_mv | AT wenzhining discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT wangzhijun discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT wangsteven discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT ravularanadheer discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT yanglun discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT xujun discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT wangcharles discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT zuozhong discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT chowmosesss discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT shileming discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap AT huangying discoveryofmolecularmechanismsoftraditionalchinesemedicinalformulasiwutangusinggeneexpressionmicroarrayandconnectivitymap |