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A metabolomic approach to target antimalarial metabolites in the Artemisia annua fungal endophytes
Fungal endophytes are a major source of anti-infective agents and other medically relevant compounds. However, their classical blinded-chemical investigation is a challenging process due to their highly complex chemical makeup. Thus, utilizing cheminformatics tools such as metabolomics and computer-...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7854678/ https://www.ncbi.nlm.nih.gov/pubmed/33531542 http://dx.doi.org/10.1038/s41598-021-82201-8 |
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author | Alhadrami, Hani A. Sayed, Ahmed M. El-Gendy, Ahmed O. Shamikh, Yara I. Gaber, Yasser Bakeer, Walid Sheirf, Noheir H. Attia, Eman Z. Shaban, Gehan M. Khalifa, Basma A. Ngwa, Che J. Pradel, Gabriele Rateb, Mostafa E. Hassan, Hossam M. Alkhalifah, Dalal H. M. Abdelmohsen, Usama Ramadan Hozzein, Wael N. |
author_facet | Alhadrami, Hani A. Sayed, Ahmed M. El-Gendy, Ahmed O. Shamikh, Yara I. Gaber, Yasser Bakeer, Walid Sheirf, Noheir H. Attia, Eman Z. Shaban, Gehan M. Khalifa, Basma A. Ngwa, Che J. Pradel, Gabriele Rateb, Mostafa E. Hassan, Hossam M. Alkhalifah, Dalal H. M. Abdelmohsen, Usama Ramadan Hozzein, Wael N. |
author_sort | Alhadrami, Hani A. |
collection | PubMed |
description | Fungal endophytes are a major source of anti-infective agents and other medically relevant compounds. However, their classical blinded-chemical investigation is a challenging process due to their highly complex chemical makeup. Thus, utilizing cheminformatics tools such as metabolomics and computer-aided modelling is of great help deal with such complexity and select the most probable bioactive candidates. In the present study, we have explored the fungal endophytes associated with the well-known antimalarial medicinal plant Artemisia annua for their production of further antimalarial agents. Based on the preliminary antimalarial screening of these endophytes and using LC-HRMS-based metabolomics and multivariate analyses, we suggested different potentially active metabolites (compounds 1–8). Further in silico investigation using the neural-network-based prediction software PASS led to the selection of a group of quinone derivatives (compounds 1–5) as the most possible active hits. Subsequent in vitro validation revealed emodin (1) and physcion (2) to be potent antimalarial candidates with IC(50) values of 0.9 and 1.9 µM, respectively. Our approach in the present investigation therefore can be applied as a preliminary evaluation step in the natural products drug discovery, which in turn can facilitate the isolation of selected metabolites notably the biologically active ones. |
format | Online Article Text |
id | pubmed-7854678 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78546782021-02-03 A metabolomic approach to target antimalarial metabolites in the Artemisia annua fungal endophytes Alhadrami, Hani A. Sayed, Ahmed M. El-Gendy, Ahmed O. Shamikh, Yara I. Gaber, Yasser Bakeer, Walid Sheirf, Noheir H. Attia, Eman Z. Shaban, Gehan M. Khalifa, Basma A. Ngwa, Che J. Pradel, Gabriele Rateb, Mostafa E. Hassan, Hossam M. Alkhalifah, Dalal H. M. Abdelmohsen, Usama Ramadan Hozzein, Wael N. Sci Rep Article Fungal endophytes are a major source of anti-infective agents and other medically relevant compounds. However, their classical blinded-chemical investigation is a challenging process due to their highly complex chemical makeup. Thus, utilizing cheminformatics tools such as metabolomics and computer-aided modelling is of great help deal with such complexity and select the most probable bioactive candidates. In the present study, we have explored the fungal endophytes associated with the well-known antimalarial medicinal plant Artemisia annua for their production of further antimalarial agents. Based on the preliminary antimalarial screening of these endophytes and using LC-HRMS-based metabolomics and multivariate analyses, we suggested different potentially active metabolites (compounds 1–8). Further in silico investigation using the neural-network-based prediction software PASS led to the selection of a group of quinone derivatives (compounds 1–5) as the most possible active hits. Subsequent in vitro validation revealed emodin (1) and physcion (2) to be potent antimalarial candidates with IC(50) values of 0.9 and 1.9 µM, respectively. Our approach in the present investigation therefore can be applied as a preliminary evaluation step in the natural products drug discovery, which in turn can facilitate the isolation of selected metabolites notably the biologically active ones. Nature Publishing Group UK 2021-02-02 /pmc/articles/PMC7854678/ /pubmed/33531542 http://dx.doi.org/10.1038/s41598-021-82201-8 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Alhadrami, Hani A. Sayed, Ahmed M. El-Gendy, Ahmed O. Shamikh, Yara I. Gaber, Yasser Bakeer, Walid Sheirf, Noheir H. Attia, Eman Z. Shaban, Gehan M. Khalifa, Basma A. Ngwa, Che J. Pradel, Gabriele Rateb, Mostafa E. Hassan, Hossam M. Alkhalifah, Dalal H. M. Abdelmohsen, Usama Ramadan Hozzein, Wael N. A metabolomic approach to target antimalarial metabolites in the Artemisia annua fungal endophytes |
title | A metabolomic approach to target antimalarial metabolites in the Artemisia annua fungal endophytes |
title_full | A metabolomic approach to target antimalarial metabolites in the Artemisia annua fungal endophytes |
title_fullStr | A metabolomic approach to target antimalarial metabolites in the Artemisia annua fungal endophytes |
title_full_unstemmed | A metabolomic approach to target antimalarial metabolites in the Artemisia annua fungal endophytes |
title_short | A metabolomic approach to target antimalarial metabolites in the Artemisia annua fungal endophytes |
title_sort | metabolomic approach to target antimalarial metabolites in the artemisia annua fungal endophytes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7854678/ https://www.ncbi.nlm.nih.gov/pubmed/33531542 http://dx.doi.org/10.1038/s41598-021-82201-8 |
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