Detection of Vasodilators From Herbal Components by a Transcriptome-Based Functional Gene Module Reference Approach
Vasodilatation is one of the key therapeutic strategies for the treatment of various cardiovascular diseases with high blood pressure. Therefore, development of drugs assisting blood vessel dilation is promising. It has been proven that many drugs display definite vasorelaxant effects. However, ther...
Main Authors: | , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2019-10-01
|
Series: | Frontiers in Pharmacology |
Subjects: | |
Online Access: | https://www.frontiersin.org/article/10.3389/fphar.2019.01144/full |
id |
doaj-1690eaed90334376b6fa22c63f2c1997 |
---|---|
record_format |
Article |
spelling |
doaj-1690eaed90334376b6fa22c63f2c19972020-11-25T02:05:17ZengFrontiers Media S.A.Frontiers in Pharmacology1663-98122019-10-011010.3389/fphar.2019.01144485528Detection of Vasodilators From Herbal Components by a Transcriptome-Based Functional Gene Module Reference ApproachPeng Li0Chang Chen1Wuxia Zhang2Dingrong Yu3Shaoyan Liu4Jinzhong Zhao5An Liu6College of Arts and Sciences, ShanXi Agricultural University, Taigu, ChinaInstitute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, ChinaCollege of Arts and Sciences, ShanXi Agricultural University, Taigu, ChinaInstitute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, ChinaGraduate School of China Academy of Chinese Medical Sciences, Beijing, ChinaCollege of Arts and Sciences, ShanXi Agricultural University, Taigu, ChinaInstitute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, ChinaVasodilatation is one of the key therapeutic strategies for the treatment of various cardiovascular diseases with high blood pressure. Therefore, development of drugs assisting blood vessel dilation is promising. It has been proven that many drugs display definite vasorelaxant effects. However, there are very few studies that systemically explore the effective vasodilators. In this work, we build a transcriptome-based functional gene module reference approach for systematic pursuit of agents with vasorelaxant effects. We firstly curate two functional gene modules that are specifically involved in positive and negative regulation of vascular diameter based on the known gene functional interaction knowledge. Secondly, a collection of gene expression profiles following herbal component treatment are collected from a public gene expression database. Then, the correlation of the gene modules is evaluated in each herbal component–induced gene expression profile by gene set enrichment analysis. The vasorelaxant effects of the candidate compounds can be predicted and ordered by the values of a defined index. Finally, the top 10 candidate compounds are experimentally tested for their vasorelaxant effects on vessel contraction induced by Phe in aortic rings. This strategy integrating different types of technologies is expected to help to create new opportunities for the development of novel vasodilators.https://www.frontiersin.org/article/10.3389/fphar.2019.01144/fullvasodilatorherbal componentgene expression profilegene moduledrug discovery |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Peng Li Chang Chen Wuxia Zhang Dingrong Yu Shaoyan Liu Jinzhong Zhao An Liu |
spellingShingle |
Peng Li Chang Chen Wuxia Zhang Dingrong Yu Shaoyan Liu Jinzhong Zhao An Liu Detection of Vasodilators From Herbal Components by a Transcriptome-Based Functional Gene Module Reference Approach Frontiers in Pharmacology vasodilator herbal component gene expression profile gene module drug discovery |
author_facet |
Peng Li Chang Chen Wuxia Zhang Dingrong Yu Shaoyan Liu Jinzhong Zhao An Liu |
author_sort |
Peng Li |
title |
Detection of Vasodilators From Herbal Components by a Transcriptome-Based Functional Gene Module Reference Approach |
title_short |
Detection of Vasodilators From Herbal Components by a Transcriptome-Based Functional Gene Module Reference Approach |
title_full |
Detection of Vasodilators From Herbal Components by a Transcriptome-Based Functional Gene Module Reference Approach |
title_fullStr |
Detection of Vasodilators From Herbal Components by a Transcriptome-Based Functional Gene Module Reference Approach |
title_full_unstemmed |
Detection of Vasodilators From Herbal Components by a Transcriptome-Based Functional Gene Module Reference Approach |
title_sort |
detection of vasodilators from herbal components by a transcriptome-based functional gene module reference approach |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Pharmacology |
issn |
1663-9812 |
publishDate |
2019-10-01 |
description |
Vasodilatation is one of the key therapeutic strategies for the treatment of various cardiovascular diseases with high blood pressure. Therefore, development of drugs assisting blood vessel dilation is promising. It has been proven that many drugs display definite vasorelaxant effects. However, there are very few studies that systemically explore the effective vasodilators. In this work, we build a transcriptome-based functional gene module reference approach for systematic pursuit of agents with vasorelaxant effects. We firstly curate two functional gene modules that are specifically involved in positive and negative regulation of vascular diameter based on the known gene functional interaction knowledge. Secondly, a collection of gene expression profiles following herbal component treatment are collected from a public gene expression database. Then, the correlation of the gene modules is evaluated in each herbal component–induced gene expression profile by gene set enrichment analysis. The vasorelaxant effects of the candidate compounds can be predicted and ordered by the values of a defined index. Finally, the top 10 candidate compounds are experimentally tested for their vasorelaxant effects on vessel contraction induced by Phe in aortic rings. This strategy integrating different types of technologies is expected to help to create new opportunities for the development of novel vasodilators. |
topic |
vasodilator herbal component gene expression profile gene module drug discovery |
url |
https://www.frontiersin.org/article/10.3389/fphar.2019.01144/full |
work_keys_str_mv |
AT pengli detectionofvasodilatorsfromherbalcomponentsbyatranscriptomebasedfunctionalgenemodulereferenceapproach AT changchen detectionofvasodilatorsfromherbalcomponentsbyatranscriptomebasedfunctionalgenemodulereferenceapproach AT wuxiazhang detectionofvasodilatorsfromherbalcomponentsbyatranscriptomebasedfunctionalgenemodulereferenceapproach AT dingrongyu detectionofvasodilatorsfromherbalcomponentsbyatranscriptomebasedfunctionalgenemodulereferenceapproach AT shaoyanliu detectionofvasodilatorsfromherbalcomponentsbyatranscriptomebasedfunctionalgenemodulereferenceapproach AT jinzhongzhao detectionofvasodilatorsfromherbalcomponentsbyatranscriptomebasedfunctionalgenemodulereferenceapproach AT anliu detectionofvasodilatorsfromherbalcomponentsbyatranscriptomebasedfunctionalgenemodulereferenceapproach |
_version_ |
1724939084550373376 |