Unveiling Active Constituents and Potential Targets Related to the Hematinic Effect of Steamed Panax notoginseng Using Network Pharmacology Coupled With Multivariate Data Analyses

Steamed Panax notoginseng (SPN) has been used as a tonic to improve the blood deficiency syndrome (BDS) in the theory of traditional Chinese medicine. Here, we aim to unveil active constituents and potential targets related to the hematinic effect of SPN, which has not been answered before. In the s...

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Main Authors: Yin Xiong, Yupiao Hu, Lijuan Chen, Zejun Zhang, Yiming Zhang, Ming Niu, Xiuming Cui
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-01-01
Series:Frontiers in Pharmacology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphar.2018.01514/full
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spelling doaj-27eca3f3d6534382bbac366f41f6b0692020-11-25T00:46:27ZengFrontiers Media S.A.Frontiers in Pharmacology1663-98122019-01-01910.3389/fphar.2018.01514378272Unveiling Active Constituents and Potential Targets Related to the Hematinic Effect of Steamed Panax notoginseng Using Network Pharmacology Coupled With Multivariate Data AnalysesYin Xiong0Yin Xiong1Yin Xiong2Yupiao Hu3Lijuan Chen4Zejun Zhang5Yiming Zhang6Ming Niu7Xiuming Cui8Xiuming Cui9Xiuming Cui10Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, ChinaYunnan Key Laboratory of Panax Notoginseng, Kunming, ChinaLaboratory of Sustainable Utilization of Panax Notoginseng Resources, State Administration of Traditional Chinese Medicine, Kunming, ChinaFaculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, ChinaFaculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, ChinaFaculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, ChinaFaculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, ChinaChina Military Institute of Chinese Materia Medica, 302 Military Hospital of China, Beijing, ChinaFaculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, ChinaYunnan Key Laboratory of Panax Notoginseng, Kunming, ChinaLaboratory of Sustainable Utilization of Panax Notoginseng Resources, State Administration of Traditional Chinese Medicine, Kunming, ChinaSteamed Panax notoginseng (SPN) has been used as a tonic to improve the blood deficiency syndrome (BDS) in the theory of traditional Chinese medicine. Here, we aim to unveil active constituents and potential targets related to the hematinic effect of SPN, which has not been answered before. In the study a constituent-target-disease network was constructed by combining the SPN-specific and anemia-specific target proteins with protein-protein interactions. And the network pharmacology was used to screen out the underlying targets and mechanisms of SPN treating anemia. Also, the multivariate data analyses were performed for the double screening. According to the results, 11 targets related to chemical constituents of SPN were found to be closely associated with the hematinic effect of SPN. Among them, the direct target protein of mitochondrial ferrochelatase (FECH) had the major role through the metabolic pathway. Meanwhile, Rk3 and 20(S)-Rg3 were predicted to be major constituents related to the hematinic effect of SPN by both multivariate data analyses and network pharmacology. And it was been validated by the pharmacologic tests that Rk3 and 20(S)-Rg3 could significantly increase the levels of blood routine parameters, FECH and its downstream protein of heme in mice with BDS. The study provides evidences for the mechanism understanding and drug development of SPN for the treatment of anemia.https://www.frontiersin.org/article/10.3389/fphar.2018.01514/fullsteamed Panax notoginsenghematinic effectactive constituentsmechanismnetwork pharmacologymultivariate data analyses
collection DOAJ
language English
format Article
sources DOAJ
author Yin Xiong
Yin Xiong
Yin Xiong
Yupiao Hu
Lijuan Chen
Zejun Zhang
Yiming Zhang
Ming Niu
Xiuming Cui
Xiuming Cui
Xiuming Cui
spellingShingle Yin Xiong
Yin Xiong
Yin Xiong
Yupiao Hu
Lijuan Chen
Zejun Zhang
Yiming Zhang
Ming Niu
Xiuming Cui
Xiuming Cui
Xiuming Cui
Unveiling Active Constituents and Potential Targets Related to the Hematinic Effect of Steamed Panax notoginseng Using Network Pharmacology Coupled With Multivariate Data Analyses
Frontiers in Pharmacology
steamed Panax notoginseng
hematinic effect
active constituents
mechanism
network pharmacology
multivariate data analyses
author_facet Yin Xiong
Yin Xiong
Yin Xiong
Yupiao Hu
Lijuan Chen
Zejun Zhang
Yiming Zhang
Ming Niu
Xiuming Cui
Xiuming Cui
Xiuming Cui
author_sort Yin Xiong
title Unveiling Active Constituents and Potential Targets Related to the Hematinic Effect of Steamed Panax notoginseng Using Network Pharmacology Coupled With Multivariate Data Analyses
title_short Unveiling Active Constituents and Potential Targets Related to the Hematinic Effect of Steamed Panax notoginseng Using Network Pharmacology Coupled With Multivariate Data Analyses
title_full Unveiling Active Constituents and Potential Targets Related to the Hematinic Effect of Steamed Panax notoginseng Using Network Pharmacology Coupled With Multivariate Data Analyses
title_fullStr Unveiling Active Constituents and Potential Targets Related to the Hematinic Effect of Steamed Panax notoginseng Using Network Pharmacology Coupled With Multivariate Data Analyses
title_full_unstemmed Unveiling Active Constituents and Potential Targets Related to the Hematinic Effect of Steamed Panax notoginseng Using Network Pharmacology Coupled With Multivariate Data Analyses
title_sort unveiling active constituents and potential targets related to the hematinic effect of steamed panax notoginseng using network pharmacology coupled with multivariate data analyses
publisher Frontiers Media S.A.
series Frontiers in Pharmacology
issn 1663-9812
publishDate 2019-01-01
description Steamed Panax notoginseng (SPN) has been used as a tonic to improve the blood deficiency syndrome (BDS) in the theory of traditional Chinese medicine. Here, we aim to unveil active constituents and potential targets related to the hematinic effect of SPN, which has not been answered before. In the study a constituent-target-disease network was constructed by combining the SPN-specific and anemia-specific target proteins with protein-protein interactions. And the network pharmacology was used to screen out the underlying targets and mechanisms of SPN treating anemia. Also, the multivariate data analyses were performed for the double screening. According to the results, 11 targets related to chemical constituents of SPN were found to be closely associated with the hematinic effect of SPN. Among them, the direct target protein of mitochondrial ferrochelatase (FECH) had the major role through the metabolic pathway. Meanwhile, Rk3 and 20(S)-Rg3 were predicted to be major constituents related to the hematinic effect of SPN by both multivariate data analyses and network pharmacology. And it was been validated by the pharmacologic tests that Rk3 and 20(S)-Rg3 could significantly increase the levels of blood routine parameters, FECH and its downstream protein of heme in mice with BDS. The study provides evidences for the mechanism understanding and drug development of SPN for the treatment of anemia.
topic steamed Panax notoginseng
hematinic effect
active constituents
mechanism
network pharmacology
multivariate data analyses
url https://www.frontiersin.org/article/10.3389/fphar.2018.01514/full
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