Cargando…

UPLC-Q–TOF–MS, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens

Object: This research intended to probe the antibacterial effect and pharmacodynamic substances of Tea-Seed Oil (TSO) through the use of ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF/MS) analysis, network analysis, and molecular docking. Methods: The...

Descripción completa

Detalles Bibliográficos
Autores principales: Duan, Yan, Zhao, Li-Juan, Zhou, Yan-Hui, Zhou, Qi-Zhi, Fang, Ai-Qing, Huang, Yu-Ting, Ma, Yuan, Wang, Zhi, Lu, Yu-Ting, Dai, Yu-Ping, Li, Shun-Xiang, Li, Juan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513458/
https://www.ncbi.nlm.nih.gov/pubmed/37745048
http://dx.doi.org/10.3389/fphar.2023.1225515
_version_ 1785108575158272000
author Duan, Yan
Zhao, Li-Juan
Zhou, Yan-Hui
Zhou, Qi-Zhi
Fang, Ai-Qing
Huang, Yu-Ting
Ma, Yuan
Wang, Zhi
Lu, Yu-Ting
Dai, Yu-Ping
Li, Shun-Xiang
Li, Juan
author_facet Duan, Yan
Zhao, Li-Juan
Zhou, Yan-Hui
Zhou, Qi-Zhi
Fang, Ai-Qing
Huang, Yu-Ting
Ma, Yuan
Wang, Zhi
Lu, Yu-Ting
Dai, Yu-Ping
Li, Shun-Xiang
Li, Juan
author_sort Duan, Yan
collection PubMed
description Object: This research intended to probe the antibacterial effect and pharmacodynamic substances of Tea-Seed Oil (TSO) through the use of ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF/MS) analysis, network analysis, and molecular docking. Methods: The major chemical components in the methanol-extracted fractions of TSO were subjected to UPLC-Q-TOF-MS. Network pharmacology and molecular docking techniques were integrated to investigate the core components, targets, and potential mechanisms of action through which the TSO exert their antibacterial properties. To evaluate the inhibitory effects, the minimum inhibitory concentration and diameter of the bacteriostatic circle were calculated for the potential active ingredients and their equal ratios of combinatorial components (ERCC) against Escherichia coli, Staphylococcus aureus, Pseudomonas aeruginosa, and Candida albicans. Moreover, the quantification of the active constituents within TSO was achieved through the utilization of high-performance liquid chromatography (HPLC). Results: The methanol-extracted fractions contained a total of 47 chemical components, predominantly consisting of unsaturated fatty acids and phenolic compounds. The network pharmacology analysis and molecular docking analysis revealed that various components, including gallocatechin, gallic acid, epigallocatechin, theophylline, chlorogenic acid, puerarin, and phlorizin, have the ability to interact with critical core targets such as serine/threonine protein kinase 1 (AKT1), epidermal growth factor receptor (EGFR), a monoclonal antibody to mitogen-activated protein kinase 14 (MAPK14), HSP90AA1, and estrogen receptor 1 (ESR1). Furthermore, these components can modulate the phosphatidylinositol-3-kinase protein kinase B (PI3K-AKT), estrogen, MAPK and interleukin 17 (IL-17) signaling pathways, hereby exerting antibacterial effects. In vitro validation trials have found that seven components, namely gallocatechin, gallic acid, epigallocatechin, theophylline, chlorogenic acid, puerarin, and phloretin, displayed substantial inhibitory effects on E. coli, S. aureus, P. aeruginosa, and C. albicans, and are typically present in tea oil, with a total content ranging from 15.87∼24.91 μg·g(−1). Conclusion: The outcomes of this investigation possess the possibility to expand our knowledge base concerning the utilization of TSO, furnish a theoretical framework for the exploration of antibacterial drugs and cosmetics derived from inherently occurring TSO, and establish a robust groundwork for the advancement and implementations of TOS products within clinical settings.
format Online
Article
Text
id pubmed-10513458
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-105134582023-09-22 UPLC-Q–TOF–MS, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens Duan, Yan Zhao, Li-Juan Zhou, Yan-Hui Zhou, Qi-Zhi Fang, Ai-Qing Huang, Yu-Ting Ma, Yuan Wang, Zhi Lu, Yu-Ting Dai, Yu-Ping Li, Shun-Xiang Li, Juan Front Pharmacol Pharmacology Object: This research intended to probe the antibacterial effect and pharmacodynamic substances of Tea-Seed Oil (TSO) through the use of ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF/MS) analysis, network analysis, and molecular docking. Methods: The major chemical components in the methanol-extracted fractions of TSO were subjected to UPLC-Q-TOF-MS. Network pharmacology and molecular docking techniques were integrated to investigate the core components, targets, and potential mechanisms of action through which the TSO exert their antibacterial properties. To evaluate the inhibitory effects, the minimum inhibitory concentration and diameter of the bacteriostatic circle were calculated for the potential active ingredients and their equal ratios of combinatorial components (ERCC) against Escherichia coli, Staphylococcus aureus, Pseudomonas aeruginosa, and Candida albicans. Moreover, the quantification of the active constituents within TSO was achieved through the utilization of high-performance liquid chromatography (HPLC). Results: The methanol-extracted fractions contained a total of 47 chemical components, predominantly consisting of unsaturated fatty acids and phenolic compounds. The network pharmacology analysis and molecular docking analysis revealed that various components, including gallocatechin, gallic acid, epigallocatechin, theophylline, chlorogenic acid, puerarin, and phlorizin, have the ability to interact with critical core targets such as serine/threonine protein kinase 1 (AKT1), epidermal growth factor receptor (EGFR), a monoclonal antibody to mitogen-activated protein kinase 14 (MAPK14), HSP90AA1, and estrogen receptor 1 (ESR1). Furthermore, these components can modulate the phosphatidylinositol-3-kinase protein kinase B (PI3K-AKT), estrogen, MAPK and interleukin 17 (IL-17) signaling pathways, hereby exerting antibacterial effects. In vitro validation trials have found that seven components, namely gallocatechin, gallic acid, epigallocatechin, theophylline, chlorogenic acid, puerarin, and phloretin, displayed substantial inhibitory effects on E. coli, S. aureus, P. aeruginosa, and C. albicans, and are typically present in tea oil, with a total content ranging from 15.87∼24.91 μg·g(−1). Conclusion: The outcomes of this investigation possess the possibility to expand our knowledge base concerning the utilization of TSO, furnish a theoretical framework for the exploration of antibacterial drugs and cosmetics derived from inherently occurring TSO, and establish a robust groundwork for the advancement and implementations of TOS products within clinical settings. Frontiers Media S.A. 2023-09-07 /pmc/articles/PMC10513458/ /pubmed/37745048 http://dx.doi.org/10.3389/fphar.2023.1225515 Text en Copyright © 2023 Duan, Zhao, Zhou, Zhou, Fang, Huang, Ma, Wang, Lu, Dai, Li and Li. https://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
Duan, Yan
Zhao, Li-Juan
Zhou, Yan-Hui
Zhou, Qi-Zhi
Fang, Ai-Qing
Huang, Yu-Ting
Ma, Yuan
Wang, Zhi
Lu, Yu-Ting
Dai, Yu-Ping
Li, Shun-Xiang
Li, Juan
UPLC-Q–TOF–MS, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens
title UPLC-Q–TOF–MS, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens
title_full UPLC-Q–TOF–MS, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens
title_fullStr UPLC-Q–TOF–MS, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens
title_full_unstemmed UPLC-Q–TOF–MS, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens
title_short UPLC-Q–TOF–MS, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens
title_sort uplc-q–tof–ms, network analysis, and molecular docking to investigate the effect and active ingredients of tea-seed oil against bacterial pathogens
topic Pharmacology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513458/
https://www.ncbi.nlm.nih.gov/pubmed/37745048
http://dx.doi.org/10.3389/fphar.2023.1225515
work_keys_str_mv AT duanyan uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT zhaolijuan uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT zhouyanhui uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT zhouqizhi uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT fangaiqing uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT huangyuting uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT mayuan uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT wangzhi uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT luyuting uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT daiyuping uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT lishunxiang uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens
AT lijuan uplcqtofmsnetworkanalysisandmoleculardockingtoinvestigatetheeffectandactiveingredientsofteaseedoilagainstbacterialpathogens