Targeting SARS-CoV-2 main protease: a pharmacophore and molecular modeling approach

被引:0
作者
Darai, Nitchakan [1 ]
Pojtanadithee, Piyatida [2 ]
Sanachai, Kamonpan [3 ]
Langer, Thierry [4 ]
Wolschann, Peter [5 ]
Rungrotmongkol, Thanyada [1 ,2 ]
机构
[1] Chulalongkorn Univ, Fac Sci, Ctr Excellence Biocatalyst & Sustainable Biotechno, Dept Biochem, Bangkok 10330, Thailand
[2] Chulalongkorn Univ, Grad Sch, Program Bioinformat & Computat Biol, Bangkok 10330, Thailand
[3] Khon Kaen Univ, Fac Sci, Dept Biochem, Khon Kaen 40002, Thailand
[4] Univ Vienna, Fac Chem, Dept Pharmaceut Chem, A-1090 Vienna, Austria
[5] Univ Vienna, Dept Theoret Chem, Wahringer Str 17, A-1090 Vienna, Austria
关键词
SARS-CoV-2; Main protease inhibitors; Molecular docking; Pharmacophore modelling; Molecular dynamics simulation; INTERACTION ENERGY SIE; GENETIC ALGORITHM; DISCOVERY; DYNAMICS; EWALD;
D O I
10.1007/s00894-025-06441-5
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
ContextThe COVID-19 pandemic, driven by SARS-CoV-2, has had a profound impact on global health, with severe respiratory complications being a primary concern. The main protease (Mpro) of SARS-CoV-2 plays a critical role in viral replication, making it an attractive target for therapeutic intervention. This study aimed to identify potential Mpro inhibitors using an integrated computational approach. From an initial pool of 89,200 compounds in the ChemDiv database, a systematic screening process reduced the candidates to 735 through drug-like property predictions and pharmacophore-based virtual screening. Molecular docking against four co-crystal structures of the inhibitor/Mpro complex, followed by molecular dynamics (MD) simulations and binding free energy calculations, identified E912-0363 and G740-1003 as promising candidates with binding affinities comparable to nirmatrelvir. Extended 500-ns MD simulations further established E912-0363 as a highly promising Mpro inhibitor, supporting its potential for therapeutic development as a complementary or alternative treatment to nirmatrelvir.MethodsPharmacophore modeling and virtual screening were conducted using the ChemDiv database, reducing 89,200 compounds to 735 candidates based on drug-like property predictions. Molecular docking was performed against four SARS-CoV-2 Mpro co-crystal structures using AutoDock VinaXB and GOLD docking programs. The top five candidates (E912-0363, P635-0261, G740-1003, G069-0804, and 8602-0428) were subjected to 100-ns molecular dynamics (MD) simulations using the AMBER force field. Binding free energy calculations were performed using the MM/GBSA method. Extended 500-ns MD simulations were carried out for the most promising candidate, E912-0363, to evaluate its long-term stability and interaction with the Mpro binding site.
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页数:13
相关论文
共 49 条
[1]  
Biovia DS, 2023, Discovery studio [software]. Version 2023 SP1
[2]   The AmberTools [J].
Case, David A. ;
Aktulga, Hasan Metin ;
Belfon, Kellon ;
Cerutti, David S. ;
Cisneros, G. Andres ;
Cruzeiro, Vinicus Wilian D. ;
Forouzesh, Negin ;
Giese, Timothy J. ;
Gotz, Andreas W. ;
Gohlke, Holger ;
Izadi, Saeed ;
Kasavajhala, Koushik ;
Kaymak, Mehmet C. ;
King, Edward ;
Kurtzman, Tom ;
Lee, Tai-Sung ;
Li, Pengfei ;
Liu, Jian ;
Luchko, Tyler ;
Luo, Ray ;
Manathunga, Madushanka ;
Machado, Matias R. ;
Nguyen, Hai Minh ;
O'Hearn, Kurt A. ;
Onufriev, Alexey V. ;
Pan, Feng ;
Pantano, Sergio ;
Qi, Ruxi ;
Rahnamoun, Ali ;
Risheh, Ali ;
Schott-Verdugo, Stephan ;
Shajan, Akhil ;
Swails, Jason ;
Wang, Junmei ;
Wei, Haixin ;
Wu, Xiongwu ;
Wu, Yongxian ;
Zhang, Shi ;
Zhao, Shiji ;
Zhu, Qiang ;
Cheatham, I. I. I. Thomas E. ;
Roe, Daniel R. ;
Roitberg, Adrian ;
Simmerling, Carlos ;
York, Darrin M. ;
Nagan, Maria C. ;
Merz, Jr Kenneth M. .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2023, 63 (20) :6183-6191
[3]  
chemaxon, Marvin 17.21.0 C
[4]   SARS-CoV-2 Mpro Protease Variants of Concern Display Altered Viral Substrate and Cell Host Target Galectin-8 Processing but Retain Sensitivity toward Antivirals [J].
Chen, Sizhu Amelia ;
Arutyunova, Elena ;
Lu, Jimmy ;
Khan, Muhammad Bashir ;
Rut, Wioletta ;
Zmudzinski, Mikolaj ;
Shahbaz, Shima ;
Iyyathurai, Jegan ;
Moussa, Eman W. ;
Turner, Zoe ;
Bai, Bing ;
Lamer, Tess ;
Nieman, James A. ;
Vederas, John C. ;
Julien, Olivier ;
Drag, Marcin ;
Elahi, Shokrollah ;
Young, Howard S. ;
Lemieux, M. Joanne .
ACS CENTRAL SCIENCE, 2023, 9 (04) :696-708
[5]   Emerging coronaviruses: Genome structure, replication, and pathogenesis [J].
Chen, Yu ;
Liu, Qianyun ;
Guo, Deyin .
JOURNAL OF MEDICAL VIROLOGY, 2020, 92 (04) :418-423
[6]   Integrative Approach to Dissect the Drug Resistance Mechanism of the H172Y Mutation of SARS-CoV-2 Main Protease [J].
Clayton, Joseph ;
de Oliveira, Vinicius Martins ;
Ibrahim, Mohamed Fouad ;
Sun, Xinyuanyuan ;
Mahinthichaichan, Paween ;
Shen, Mingzhe ;
Hilgenfeld, Rolf ;
Shen, Jana .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2023, 63 (11) :3521-3533
[7]   Structure-based design of antiviral drug candidates targeting the SARS-CoV-2 main protease [J].
Dai, Wenhao ;
Zhang, Bing ;
Jiang, Xia-Ming ;
Su, Haixia ;
Li, Jian ;
Zhao, Yao ;
Xie, Xiong ;
Jin, Zhenming ;
Peng, Jingjing ;
Liu, Fengjiang ;
Li, Chunpu ;
Li, You ;
Bai, Fang ;
Wang, Haofeng ;
Cheng, Xi ;
Cen, Xiaobo ;
Hu, Shulei ;
Yang, Xiuna ;
Wang, Jiang ;
Liu, Xiang ;
Xiao, Gengfu ;
Jiang, Hualiang ;
Rao, Zihe ;
Zhang, Lei-Ke ;
Xu, Yechun ;
Yang, Haitao ;
Liu, Hong .
SCIENCE, 2020, 368 (6497) :1331-+
[8]   SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules [J].
Daina, Antoine ;
Michielin, Olivier ;
Zoete, Vincent .
SCIENTIFIC REPORTS, 2017, 7
[9]   Antcin-B, a phytosterol-like compound from Taiwanofungus camphoratus inhibits SARS-CoV-2 3-chymotrypsin-like protease (3CLPro) activity in silico and in vitro [J].
Dakpa, Gyaltsen ;
Kumar, K. J. Senthil ;
Nelen, Jochem ;
Perez-Sanchez, Horacio ;
Wang, Sheng-Yang .
SCIENTIFIC REPORTS, 2023, 13 (01)
[10]   PARTICLE MESH EWALD - AN N.LOG(N) METHOD FOR EWALD SUMS IN LARGE SYSTEMS [J].
DARDEN, T ;
YORK, D ;
PEDERSEN, L .
JOURNAL OF CHEMICAL PHYSICS, 1993, 98 (12) :10089-10092