Imran Mohd, Alotaibi Nawaf M, Thabet Hamdy Khamees, Alruwaili Jamal Alhameedi, Eltaib Lina, Alshehri Ahmed, Alsaiari Ahad Amer, Kamal Mehnaz, Alshammari Abdulmajeed Mohammed Abdullah
Department of Pharmaceutical Chemistry, College of Pharmacy, Northern Border University, Rafha 91911, Saudi Arabia.
Department of Clinical Pharmacy, College of Pharmacy, Northern Border University, Rafha 91911, Saudi Arabia.
Biomedicines. 2023 Jul 18;11(7):2025. doi: 10.3390/biomedicines11072025.
The monkeypox virus (MPXV) is an enveloped, double-stranded DNA virus belonging to the genus Orthopox viruses. In recent years, the virus has spread to countries where it was previously unknown, turning it into a worldwide emergency for public health. This study employs a structural-based drug design approach to identify potential inhibitors for the core cysteine proteinase of MPXV. During the simulations, the study identified two potential inhibitors, compound CHEMBL32926 and compound CHEMBL4861364, demonstrating strong binding affinities and drug-like properties. Their docking scores with the target protein were -10.7 and -10.9 kcal/mol, respectively. This study used ensemble-based protein-ligand docking to account for the binding site conformation variability. By examining how the identified inhibitors interact with the protein, this research sheds light on the workings of the inhibitors' mechanisms of action. Molecular dynamic simulations of protein-ligand complexes showed fluctuations from the initial docked pose, but they confirmed their binding throughout the simulation. The MMGBSA binding free energy calculations for CHEMBL32926 showed a binding free energy range of (-9.25 to -9.65) kcal/mol, while CHEMBL4861364 exhibited a range of (-41.66 to -31.47) kcal/mol. Later, analogues were searched for these compounds with 70% similarity criteria, and their IC was predicted using pre-trained machine learning models. This resulted in identifying two similar compounds for each hit with comparable binding affinity for cysteine proteinase. This study's structure-based drug design approach provides a promising strategy for identifying new drugs for treating MPXV infections.
猴痘病毒(MPXV)是一种有包膜的双链DNA病毒,属于正痘病毒属。近年来,该病毒已传播到以前未知的国家,使其成为全球公共卫生紧急事件。本研究采用基于结构的药物设计方法来鉴定MPXV核心半胱氨酸蛋白酶的潜在抑制剂。在模拟过程中,该研究鉴定出两种潜在抑制剂,即化合物CHEMBL32926和化合物CHEMBL4861364,它们表现出很强的结合亲和力和类药物性质。它们与靶蛋白的对接分数分别为-10.7和-10.9 kcal/mol。本研究使用基于整体的蛋白质-配体对接来考虑结合位点构象的变异性。通过研究鉴定出的抑制剂与蛋白质的相互作用方式,本研究揭示了抑制剂作用机制的工作原理。蛋白质-配体复合物的分子动力学模拟显示,与初始对接姿势相比有波动,但在整个模拟过程中证实了它们的结合。CHEMBL32926的MMGBSA结合自由能计算显示结合自由能范围为(-9.25至-9.65)kcal/mol,而CHEMBL4861364的范围为(-41.66至-31.47)kcal/mol。后来,以70%的相似性标准搜索这些化合物的类似物,并使用预训练的机器学习模型预测它们的IC。这导致为每个命中物鉴定出两种具有与半胱氨酸蛋白酶相当结合亲和力的类似化合物。本研究基于结构的药物设计方法为鉴定治疗MPXV感染的新药提供了一种有前景的策略。