Cargando…

Integrating Strategies of Herbal Metabolomics, Network Pharmacology, and Experiment Validation to Investigate Frankincense Processing Effects

In-depth research on processing can promote the globalization of processed herbs. The purpose of this study is to propose an improved strategy for processing effect investigation. Frankincense and processed frankincense were used as research subjects. First, high-speed countercurrent chromatography...

Descripción completa

Detalles Bibliográficos
Autores principales: Ning, Zhangchi, Wang, Chun, Liu, Yuanyan, Song, Zhiqian, Ma, Xinling, Liang, Dongrui, Liu, Zhenli, Lu, Aiping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6305425/
https://www.ncbi.nlm.nih.gov/pubmed/30618770
http://dx.doi.org/10.3389/fphar.2018.01482
_version_ 1783382561614987264
author Ning, Zhangchi
Wang, Chun
Liu, Yuanyan
Song, Zhiqian
Ma, Xinling
Liang, Dongrui
Liu, Zhenli
Lu, Aiping
author_facet Ning, Zhangchi
Wang, Chun
Liu, Yuanyan
Song, Zhiqian
Ma, Xinling
Liang, Dongrui
Liu, Zhenli
Lu, Aiping
author_sort Ning, Zhangchi
collection PubMed
description In-depth research on processing can promote the globalization of processed herbs. The purpose of this study is to propose an improved strategy for processing effect investigation. Frankincense and processed frankincense were used as research subjects. First, high-speed countercurrent chromatography (HSCCC) and preparation high-performance liquid chromatography (PHPLC) techniques were used for major compounds isolation and minor compounds concentration. Processed frankincense was subjected to two stepwise solvent systems, namely, n-hexane:ethanol:water (6:5:1) and n-hexane:methyl-acetate:acetonitrile:water (4:4:3:4), to yield 12 fractions, and 18 compounds were further separated. Second, a comprehensive metabolomic analysis conducted by ultrahigh-performance liquid-chromatography/electrospray-ionization mass spectrometry (UHPLC-Qtof-MS) coupled with multivariate statistics was performed to fully characterize the chemical components and discover the potential biomarkers between frankincense and processed frankincense. In total, 81 metabolites, including the 18 separated compounds, were selected as potential biomarkers between frankincense and processed frankincense among 153 detected compounds for their VIP values of greater than one. The tirucallane-type compounds and components with 9,11-dehydro structures clearly occurred at high levels in the processed frankincense, while lupine-type compounds and those with 11-keto structures were significantly higher in frankincense. Then, a network pharmacology model was constructed to decipher the potential mechanisms of processing. Intestinal absorption properties prediction indicated the possibility of processing-related absorption enhancement. A systematic analysis of the constructed networks showed that the C-T network was constructed with 18 potential biomarkers and 69 targets. TNF and IL-1β were among the top-ranked and were linked by 8 and 7 pathways, which were mainly involved in inflammation. The arachidonic acid metabolism pathway exhibited the highest number of target connections. Finally, the prediction was validated experimentally by an intestinal permeability and efficacy assay. The experiments provided convincing evidence that processed frankincense harbored stronger inhibition effects toward TNF-α-, IL-1β- and arachidonic acid-induced platelet aggregation. The processing procedure leads to changes of the chemical metabolites, which triggers the enhancement of absorption and cure efficiency. The global change of the metabolites, absorption and pharmacological effects of processing were depicted in a systematic manner.
format Online
Article
Text
id pubmed-6305425
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-63054252019-01-07 Integrating Strategies of Herbal Metabolomics, Network Pharmacology, and Experiment Validation to Investigate Frankincense Processing Effects Ning, Zhangchi Wang, Chun Liu, Yuanyan Song, Zhiqian Ma, Xinling Liang, Dongrui Liu, Zhenli Lu, Aiping Front Pharmacol Pharmacology In-depth research on processing can promote the globalization of processed herbs. The purpose of this study is to propose an improved strategy for processing effect investigation. Frankincense and processed frankincense were used as research subjects. First, high-speed countercurrent chromatography (HSCCC) and preparation high-performance liquid chromatography (PHPLC) techniques were used for major compounds isolation and minor compounds concentration. Processed frankincense was subjected to two stepwise solvent systems, namely, n-hexane:ethanol:water (6:5:1) and n-hexane:methyl-acetate:acetonitrile:water (4:4:3:4), to yield 12 fractions, and 18 compounds were further separated. Second, a comprehensive metabolomic analysis conducted by ultrahigh-performance liquid-chromatography/electrospray-ionization mass spectrometry (UHPLC-Qtof-MS) coupled with multivariate statistics was performed to fully characterize the chemical components and discover the potential biomarkers between frankincense and processed frankincense. In total, 81 metabolites, including the 18 separated compounds, were selected as potential biomarkers between frankincense and processed frankincense among 153 detected compounds for their VIP values of greater than one. The tirucallane-type compounds and components with 9,11-dehydro structures clearly occurred at high levels in the processed frankincense, while lupine-type compounds and those with 11-keto structures were significantly higher in frankincense. Then, a network pharmacology model was constructed to decipher the potential mechanisms of processing. Intestinal absorption properties prediction indicated the possibility of processing-related absorption enhancement. A systematic analysis of the constructed networks showed that the C-T network was constructed with 18 potential biomarkers and 69 targets. TNF and IL-1β were among the top-ranked and were linked by 8 and 7 pathways, which were mainly involved in inflammation. The arachidonic acid metabolism pathway exhibited the highest number of target connections. Finally, the prediction was validated experimentally by an intestinal permeability and efficacy assay. The experiments provided convincing evidence that processed frankincense harbored stronger inhibition effects toward TNF-α-, IL-1β- and arachidonic acid-induced platelet aggregation. The processing procedure leads to changes of the chemical metabolites, which triggers the enhancement of absorption and cure efficiency. The global change of the metabolites, absorption and pharmacological effects of processing were depicted in a systematic manner. Frontiers Media S.A. 2018-12-18 /pmc/articles/PMC6305425/ /pubmed/30618770 http://dx.doi.org/10.3389/fphar.2018.01482 Text en Copyright © 2018 Ning, Wang, Liu, Song, Ma, Liang, Liu and Lu. 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
Ning, Zhangchi
Wang, Chun
Liu, Yuanyan
Song, Zhiqian
Ma, Xinling
Liang, Dongrui
Liu, Zhenli
Lu, Aiping
Integrating Strategies of Herbal Metabolomics, Network Pharmacology, and Experiment Validation to Investigate Frankincense Processing Effects
title Integrating Strategies of Herbal Metabolomics, Network Pharmacology, and Experiment Validation to Investigate Frankincense Processing Effects
title_full Integrating Strategies of Herbal Metabolomics, Network Pharmacology, and Experiment Validation to Investigate Frankincense Processing Effects
title_fullStr Integrating Strategies of Herbal Metabolomics, Network Pharmacology, and Experiment Validation to Investigate Frankincense Processing Effects
title_full_unstemmed Integrating Strategies of Herbal Metabolomics, Network Pharmacology, and Experiment Validation to Investigate Frankincense Processing Effects
title_short Integrating Strategies of Herbal Metabolomics, Network Pharmacology, and Experiment Validation to Investigate Frankincense Processing Effects
title_sort integrating strategies of herbal metabolomics, network pharmacology, and experiment validation to investigate frankincense processing effects
topic Pharmacology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6305425/
https://www.ncbi.nlm.nih.gov/pubmed/30618770
http://dx.doi.org/10.3389/fphar.2018.01482
work_keys_str_mv AT ningzhangchi integratingstrategiesofherbalmetabolomicsnetworkpharmacologyandexperimentvalidationtoinvestigatefrankincenseprocessingeffects
AT wangchun integratingstrategiesofherbalmetabolomicsnetworkpharmacologyandexperimentvalidationtoinvestigatefrankincenseprocessingeffects
AT liuyuanyan integratingstrategiesofherbalmetabolomicsnetworkpharmacologyandexperimentvalidationtoinvestigatefrankincenseprocessingeffects
AT songzhiqian integratingstrategiesofherbalmetabolomicsnetworkpharmacologyandexperimentvalidationtoinvestigatefrankincenseprocessingeffects
AT maxinling integratingstrategiesofherbalmetabolomicsnetworkpharmacologyandexperimentvalidationtoinvestigatefrankincenseprocessingeffects
AT liangdongrui integratingstrategiesofherbalmetabolomicsnetworkpharmacologyandexperimentvalidationtoinvestigatefrankincenseprocessingeffects
AT liuzhenli integratingstrategiesofherbalmetabolomicsnetworkpharmacologyandexperimentvalidationtoinvestigatefrankincenseprocessingeffects
AT luaiping integratingstrategiesofherbalmetabolomicsnetworkpharmacologyandexperimentvalidationtoinvestigatefrankincenseprocessingeffects