A high-throughput molecular dynamics screening (HTMDS) approach to the design of novel cyclopeptide inhibitors of ATAD2B based on the non-canonical combinatorial library

被引:2
作者
Chen, Zhidong [1 ]
Li, Yongxiao [1 ]
Wang, Xinpei [1 ]
Qiu, Xiaohui [1 ]
Wang, Chenglin [2 ]
Wang, Zhe [3 ,4 ]
Chen, Xu [1 ]
Wang, Junqing [5 ]
机构
[1] Sun Yat sen Univ, Sch Pharmaceut Sci, Shenzhen Campus, Shenzhen, Peoples R China
[2] Shenzhen Qiyu Biotechnol Co Ltd, Shenzhen, Peoples R China
[3] Sun Yat sen Univ, Affiliated Hosp 8, Dept Pathol, Shenzhen, Peoples R China
[4] Sun Yat sen Univ, Affiliated Hosp 8, Dept Pathol, Shenzhen 518033, Peoples R China
[5] Sun Yat sen Univ, Sch Pharmaceut Sci, Shenzhen Campus, Shenzhen 518107, Peoples R China
基金
中国国家自然科学基金;
关键词
molecular dynamics; high-throughput; cyclic peptides; atad2b; non-canonical; amino acids; STRUCTURAL-ANALYSIS; PEPTIDES; ACETYLATION; BINDING;
D O I
10.1080/07391102.2023.2212796
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
Cyclic peptides (CPs) are a promising class of drugs because of their high biological activity and specificity. However, the design of CP remains challenging due to their conformational flexibility and difficulties in designing stable binding conformation. Herein, we present a high-throughput MD screening (HTMDS) process for the iterative design of stable CP binders with a combinatorial CP library composed of canonical and non-canonical amino acids. As a proof of concept, we apply our methods to design CP inhibitors for the bromodomain (BrD) of ATAD2B. 698,800 CP candidates with a total of 25,570 ns MD simulations were performed to study the protein-ligand binding interactions. The binding free energies (Delta Gbind) estimated by MM/PBSA approach for eight lead CP designs were found to be low. CP-1(st).43 was the best CP candidate with an estimated Delta Gbind of -28.48 kcal/mol when compared to the standard inhibitor C-38 which has been experimentally validated and shown to exhibit Delta Gbind of -17.11 kcal/mol. The major contribution of binding sites for BrD of ATAD2B involved the hydrogen-bonding anchor within the Aly-binding pocket, salt bridging, and hydrogen-bonding mediated stabilization of the ZA loop and BC loop, and the complementary Van der Waals attraction. Our methods demonstrate encouraging results by yielding conformationally stable and high-potential CP binders that should have potential applicability in future CP drug development.Communicated by Ramaswamy H. Sarma
引用
收藏
页码:2809 / 2824
页数:16
相关论文
共 58 条
[1]   Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers [J].
Abraham, Mark James ;
Murtola, Teemu ;
Schulz, Roland ;
Páll, Szilárd ;
Smith, Jeremy C. ;
Hess, Berk ;
Lindah, Erik .
SoftwareX, 2015, 1-2 :19-25
[2]   Large-scale analysis of water stability in bromodomain binding pockets with grand canonical Monte Carlo [J].
Aldeghi, Matteo ;
Ross, Gregory A. ;
Bodkin, Michael J. ;
Essex, Jonathan W. ;
Knapp, Stefan ;
Biggin, Philip C. .
COMMUNICATIONS CHEMISTRY, 2018, 1
[3]   Structure-Based Optimization of Naphthyridones into Potent ATAD2 Bromodomain Inhibitors [J].
Bamborough, Paul ;
Chung, Chun-wa ;
Furze, Rebecca C. ;
Grandi, Paola ;
Michon, Anne-Marie ;
Sheppard, Robert J. ;
Barnett, Heather ;
Diallo, Hawa ;
Dixon, David P. ;
Douault, Clement ;
Jones, Emma J. ;
Karamshi, Bhumika ;
Mitchell, Darren J. ;
Prinjha, Rab K. ;
Rau, Christina ;
Watson, Robert J. ;
Wemer, Thilo ;
Demont, Emmanuel H. .
JOURNAL OF MEDICINAL CHEMISTRY, 2015, 58 (15) :6151-6178
[4]  
Berger S, 2022, METHODS MOL BIOL, P63, DOI 10.1007/978-1-0716-1689-5_5
[5]   Covalent and Noncovalent Targeting of the Tcf4/β-Catenin Strand Interface with β-Hairpin Mimics [J].
Blosser, Sarah L. ;
Sawyer, Nicholas ;
Maksimovic, Igor ;
Ghosh, Brahma ;
Arora, Paramjit S. .
ACS CHEMICAL BIOLOGY, 2021, 16 (08) :1518-1525
[6]   Time Integrators for Molecular Dynamics [J].
Bou-Rabee, Nawaf .
ENTROPY, 2014, 16 (01) :138-162
[7]  
Case DA., 2008, AMBER, P10
[8]   Decoding the Identification Mechanism of an SAM-III Riboswitch on Ligands through Multiple Independent Gaussian-Accelerated Molecular Dynamics Simulations [J].
Chen, Jianzhong ;
Zeng, Qingkai ;
Wang, Wei ;
Sun, Haibo ;
Hu, Guodong .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2022, 62 (23) :6118-6132
[9]   Mutation-Induced Impacts on the Switch Transformations of the GDP- and GTP-Bound K-Ras: Insights from Multiple Replica Gaussian Accelerated Molecular Dynamics and Free Energy Analysis [J].
Chen, Jianzhong ;
Zhang, Shaolong ;
Wang, Wei ;
Pang, Laixue ;
Zhang, Qinggang ;
Liu, Xinguo .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2021, 61 (04) :1954-1969
[10]   De novo Design of G Protein-Coupled Receptor 40 Peptide Agonists for Type 2 Diabetes Mellitus Based on Artificial Intelligence and Site-Directed Mutagenesis [J].
Chen, Xu ;
Chen, Zhidong ;
Xu, Daiyun ;
Lyu, Yonghui ;
Li, Yongxiao ;
Li, Shengbin ;
Wang, Junqing ;
Wang, Zhe .
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2021, 9