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...

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Main Authors: Peng Li, Chang Chen, Wuxia Zhang, Dingrong Yu, Shaoyan Liu, Jinzhong Zhao, An Liu
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
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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
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AT dingrongyu detectionofvasodilatorsfromherbalcomponentsbyatranscriptomebasedfunctionalgenemodulereferenceapproach
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