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A Relook into the Flavonoid Chemical Space of Moringa oleifera Lam. Leaves through a Combination of LC-MS and Molecular Networking

Moringa oleifera Lam. is a functional tree that is known to produce a variety of metabolites with purported pharmacological activities. It is frequently called the “miracle tree” due to its utilization in numerous nutraceutical and pharmacological contexts. This study was aimed at studying the chemi...

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Autores principales: Ndou, Dakalo Lorraine, Ndhlala, Ashwell Rungano, Tavengwa, Nikita Tawanda, Madala, Ntakadzeni Edwin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545469/
https://www.ncbi.nlm.nih.gov/pubmed/37790601
http://dx.doi.org/10.1155/2023/1327886
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author Ndou, Dakalo Lorraine
Ndhlala, Ashwell Rungano
Tavengwa, Nikita Tawanda
Madala, Ntakadzeni Edwin
author_facet Ndou, Dakalo Lorraine
Ndhlala, Ashwell Rungano
Tavengwa, Nikita Tawanda
Madala, Ntakadzeni Edwin
author_sort Ndou, Dakalo Lorraine
collection PubMed
description Moringa oleifera Lam. is a functional tree that is known to produce a variety of metabolites with purported pharmacological activities. It is frequently called the “miracle tree” due to its utilization in numerous nutraceutical and pharmacological contexts. This study was aimed at studying the chemical space of M. oleifera leaf extracts through molecular networking (MN), a tool that identifies metabolites by classifying them based on their MS-based fragmentation pattern similarities and signals. In this case, a special emphasis was placed on the flavonoid composition. The MN unraveled different molecular families such as flavonoids, carboxylic acids and derivatives, lignin glycosides, fatty acyls, and macrolactams that are found within the plant. In silico annotation tools such as network annotation propagation (NAP) and DEREPLICATOR, an unsupervised substructure identification tool (MS2LDA), and MolNet enhancer were also explored to further compliment the classic molecular networking output within the Global Natural Product Social (GNPS) site. In this study, common flavonoids found within Moringa oleifera were further annotated using MS2LDA. Utilizing computational tools allowed for the discovery of a wide range of structurally diverse flavonoid molecules within M. oleifera leaf extracts. The expansion of the flavonoid chemical repertoire in this plant arises from intricate glycosylation modifications, leading to the creation of structural isomers that manifest as isobaric ions during mass spectrometry (MS) analyses.
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spelling pubmed-105454692023-10-03 A Relook into the Flavonoid Chemical Space of Moringa oleifera Lam. Leaves through a Combination of LC-MS and Molecular Networking Ndou, Dakalo Lorraine Ndhlala, Ashwell Rungano Tavengwa, Nikita Tawanda Madala, Ntakadzeni Edwin J Anal Methods Chem Research Article Moringa oleifera Lam. is a functional tree that is known to produce a variety of metabolites with purported pharmacological activities. It is frequently called the “miracle tree” due to its utilization in numerous nutraceutical and pharmacological contexts. This study was aimed at studying the chemical space of M. oleifera leaf extracts through molecular networking (MN), a tool that identifies metabolites by classifying them based on their MS-based fragmentation pattern similarities and signals. In this case, a special emphasis was placed on the flavonoid composition. The MN unraveled different molecular families such as flavonoids, carboxylic acids and derivatives, lignin glycosides, fatty acyls, and macrolactams that are found within the plant. In silico annotation tools such as network annotation propagation (NAP) and DEREPLICATOR, an unsupervised substructure identification tool (MS2LDA), and MolNet enhancer were also explored to further compliment the classic molecular networking output within the Global Natural Product Social (GNPS) site. In this study, common flavonoids found within Moringa oleifera were further annotated using MS2LDA. Utilizing computational tools allowed for the discovery of a wide range of structurally diverse flavonoid molecules within M. oleifera leaf extracts. The expansion of the flavonoid chemical repertoire in this plant arises from intricate glycosylation modifications, leading to the creation of structural isomers that manifest as isobaric ions during mass spectrometry (MS) analyses. Hindawi 2023-09-25 /pmc/articles/PMC10545469/ /pubmed/37790601 http://dx.doi.org/10.1155/2023/1327886 Text en Copyright © 2023 Dakalo Lorraine Ndou et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Ndou, Dakalo Lorraine
Ndhlala, Ashwell Rungano
Tavengwa, Nikita Tawanda
Madala, Ntakadzeni Edwin
A Relook into the Flavonoid Chemical Space of Moringa oleifera Lam. Leaves through a Combination of LC-MS and Molecular Networking
title A Relook into the Flavonoid Chemical Space of Moringa oleifera Lam. Leaves through a Combination of LC-MS and Molecular Networking
title_full A Relook into the Flavonoid Chemical Space of Moringa oleifera Lam. Leaves through a Combination of LC-MS and Molecular Networking
title_fullStr A Relook into the Flavonoid Chemical Space of Moringa oleifera Lam. Leaves through a Combination of LC-MS and Molecular Networking
title_full_unstemmed A Relook into the Flavonoid Chemical Space of Moringa oleifera Lam. Leaves through a Combination of LC-MS and Molecular Networking
title_short A Relook into the Flavonoid Chemical Space of Moringa oleifera Lam. Leaves through a Combination of LC-MS and Molecular Networking
title_sort relook into the flavonoid chemical space of moringa oleifera lam. leaves through a combination of lc-ms and molecular networking
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545469/
https://www.ncbi.nlm.nih.gov/pubmed/37790601
http://dx.doi.org/10.1155/2023/1327886
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