Cargando…

Discovery of METTL3 Small Molecule Inhibitors by Virtual Screening of Natural Products

N(6)-Methyladenosine (m(6)A) is the most prevalent mRNA modification in mammalian cells that is mainly catalyzed by the methyltransferase complex of methyltransferase-like 3 and methyltransferase-like 14 (METTL3-METTL14). Many lines of evidence suggest that METTL3 plays important roles in several di...

Descripción completa

Detalles Bibliográficos
Autores principales: Du, Yue, Yuan, Yongliang, Xu, Le, Zhao, Fang, Wang, Wenbin, Xu, Yiping, Tian, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9093036/
https://www.ncbi.nlm.nih.gov/pubmed/35571106
http://dx.doi.org/10.3389/fphar.2022.878135
_version_ 1784705251989782528
author Du, Yue
Yuan, Yongliang
Xu, Le
Zhao, Fang
Wang, Wenbin
Xu, Yiping
Tian, Xin
author_facet Du, Yue
Yuan, Yongliang
Xu, Le
Zhao, Fang
Wang, Wenbin
Xu, Yiping
Tian, Xin
author_sort Du, Yue
collection PubMed
description N(6)-Methyladenosine (m(6)A) is the most prevalent mRNA modification in mammalian cells that is mainly catalyzed by the methyltransferase complex of methyltransferase-like 3 and methyltransferase-like 14 (METTL3-METTL14). Many lines of evidence suggest that METTL3 plays important roles in several diseases such as cancers and viral infection. In the present study, 1,042 natural products from commercially available sources were chosen to establish a screening library, and docking-based high-throughput screening was performed to discover potential METTL3 inhibitors. The selected compounds were then further validated by an in vitro methyltransferase inhibition assay in which m(6)A content was determined by LC-MS/MS. A cellular assay of the inhibition of m(6)A methylation was performed to determine the METTL3 inhibitory activity of the selected compound. CCK-8 assay was applied to evaluate the effects of the selected compound on tumor cell viability. Additionally, binding mode analysis, molecular dynamics (MD) simulation, and binding free energy analysis were performed to study the process and characteristics of inhibitor binding. Finally, quercetin was identified as a METTL3 inhibitor with an IC(50) value of 2.73 μM. The cellular assay of m(6)A methylation inhibition showed that quercetin decreased m(6)A level in a dose-dependent manner in MIA PaCa-2 pancreatic cancer cells. CCK-8 assay showed quercetin efficiently inhibited the proliferation of MIA PaCa-2 and Huh7 tumor cells, with IC(50) values 73.51 ± 11.22 μM and 99.97 ± 7.03 μM, respectively. Molecular docking studies revealed that quercetin filled the pocket of the adenosine moiety of SAM but not the pocket of the SAM methionine in the METTL3 protein, and hydrogen bonds, hydrophobic interactions, and pi-stacking were formed. The values of the root mean square deviation (RMSD), the root mean square fluctuations (RMSF), and binding free energy suggested that quercetin can efficiently bind to the pocket of the METTL3 protein and form a stable protein-ligand complex. The present study is the first to identify METTL3 inhibitors from natural products, thus providing a basis for subsequent research and facilitating the development of METTL3-targeting drugs for diseases.
format Online
Article
Text
id pubmed-9093036
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-90930362022-05-12 Discovery of METTL3 Small Molecule Inhibitors by Virtual Screening of Natural Products Du, Yue Yuan, Yongliang Xu, Le Zhao, Fang Wang, Wenbin Xu, Yiping Tian, Xin Front Pharmacol Pharmacology N(6)-Methyladenosine (m(6)A) is the most prevalent mRNA modification in mammalian cells that is mainly catalyzed by the methyltransferase complex of methyltransferase-like 3 and methyltransferase-like 14 (METTL3-METTL14). Many lines of evidence suggest that METTL3 plays important roles in several diseases such as cancers and viral infection. In the present study, 1,042 natural products from commercially available sources were chosen to establish a screening library, and docking-based high-throughput screening was performed to discover potential METTL3 inhibitors. The selected compounds were then further validated by an in vitro methyltransferase inhibition assay in which m(6)A content was determined by LC-MS/MS. A cellular assay of the inhibition of m(6)A methylation was performed to determine the METTL3 inhibitory activity of the selected compound. CCK-8 assay was applied to evaluate the effects of the selected compound on tumor cell viability. Additionally, binding mode analysis, molecular dynamics (MD) simulation, and binding free energy analysis were performed to study the process and characteristics of inhibitor binding. Finally, quercetin was identified as a METTL3 inhibitor with an IC(50) value of 2.73 μM. The cellular assay of m(6)A methylation inhibition showed that quercetin decreased m(6)A level in a dose-dependent manner in MIA PaCa-2 pancreatic cancer cells. CCK-8 assay showed quercetin efficiently inhibited the proliferation of MIA PaCa-2 and Huh7 tumor cells, with IC(50) values 73.51 ± 11.22 μM and 99.97 ± 7.03 μM, respectively. Molecular docking studies revealed that quercetin filled the pocket of the adenosine moiety of SAM but not the pocket of the SAM methionine in the METTL3 protein, and hydrogen bonds, hydrophobic interactions, and pi-stacking were formed. The values of the root mean square deviation (RMSD), the root mean square fluctuations (RMSF), and binding free energy suggested that quercetin can efficiently bind to the pocket of the METTL3 protein and form a stable protein-ligand complex. The present study is the first to identify METTL3 inhibitors from natural products, thus providing a basis for subsequent research and facilitating the development of METTL3-targeting drugs for diseases. Frontiers Media S.A. 2022-04-27 /pmc/articles/PMC9093036/ /pubmed/35571106 http://dx.doi.org/10.3389/fphar.2022.878135 Text en Copyright © 2022 Du, Yuan, Xu, Zhao, Wang, Xu and Tian. 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
Du, Yue
Yuan, Yongliang
Xu, Le
Zhao, Fang
Wang, Wenbin
Xu, Yiping
Tian, Xin
Discovery of METTL3 Small Molecule Inhibitors by Virtual Screening of Natural Products
title Discovery of METTL3 Small Molecule Inhibitors by Virtual Screening of Natural Products
title_full Discovery of METTL3 Small Molecule Inhibitors by Virtual Screening of Natural Products
title_fullStr Discovery of METTL3 Small Molecule Inhibitors by Virtual Screening of Natural Products
title_full_unstemmed Discovery of METTL3 Small Molecule Inhibitors by Virtual Screening of Natural Products
title_short Discovery of METTL3 Small Molecule Inhibitors by Virtual Screening of Natural Products
title_sort discovery of mettl3 small molecule inhibitors by virtual screening of natural products
topic Pharmacology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9093036/
https://www.ncbi.nlm.nih.gov/pubmed/35571106
http://dx.doi.org/10.3389/fphar.2022.878135
work_keys_str_mv AT duyue discoveryofmettl3smallmoleculeinhibitorsbyvirtualscreeningofnaturalproducts
AT yuanyongliang discoveryofmettl3smallmoleculeinhibitorsbyvirtualscreeningofnaturalproducts
AT xule discoveryofmettl3smallmoleculeinhibitorsbyvirtualscreeningofnaturalproducts
AT zhaofang discoveryofmettl3smallmoleculeinhibitorsbyvirtualscreeningofnaturalproducts
AT wangwenbin discoveryofmettl3smallmoleculeinhibitorsbyvirtualscreeningofnaturalproducts
AT xuyiping discoveryofmettl3smallmoleculeinhibitorsbyvirtualscreeningofnaturalproducts
AT tianxin discoveryofmettl3smallmoleculeinhibitorsbyvirtualscreeningofnaturalproducts