Cargando…

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-...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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
_version_ 1783646132122943488
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
work_keys_str_mv AT alhadramihania ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT sayedahmedm ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT elgendyahmedo ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT shamikhyarai ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT gaberyasser ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT bakeerwalid ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT sheirfnoheirh ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT attiaemanz ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT shabangehanm ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT khalifabasmaa ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT ngwachej ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT pradelgabriele ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT ratebmostafae ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT hassanhossamm ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT alkhalifahdalalhm ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT abdelmohsenusamaramadan ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT hozzeinwaeln ametabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT alhadramihania metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT sayedahmedm metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT elgendyahmedo metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT shamikhyarai metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT gaberyasser metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT bakeerwalid metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT sheirfnoheirh metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT attiaemanz metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT shabangehanm metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT khalifabasmaa metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT ngwachej metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT pradelgabriele metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT ratebmostafae metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT hassanhossamm metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT alkhalifahdalalhm metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT abdelmohsenusamaramadan metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes
AT hozzeinwaeln metabolomicapproachtotargetantimalarialmetabolitesintheartemisiaannuafungalendophytes