State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, School of Life Sciences, Yunnan University, Kunming 650091, China.
Yunnan Key Laboratory of Stem Cell and Regenerative Medicine, Biomedical Engineering Research Center, Kunming Medical University, Kunming 650500, China.
Int J Mol Sci. 2023 Feb 20;24(4):4237. doi: 10.3390/ijms24044237.
The indispensable role of the SARS-CoV-2 main protease (Mpro) in the viral replication cycle and its dissimilarity to human proteases make Mpro a promising drug target. In order to identify the non-covalent Mpro inhibitors, we performed a comprehensive study using a combined computational strategy. We first screened the ZINC purchasable compound database using the pharmacophore model generated from the reference crystal structure of Mpro complexed with the inhibitor ML188. The hit compounds were then filtered by molecular docking and predicted parameters of drug-likeness and pharmacokinetics. The final molecular dynamics (MD) simulations identified three effective candidate inhibitors (ECIs) capable of maintaining binding within the substrate-binding cavity of Mpro. We further performed comparative analyses of the reference and effective complexes in terms of dynamics, thermodynamics, binding free energy (BFE), and interaction energies and modes. The results reveal that, when compared to the inter-molecular electrostatic forces/interactions, the inter-molecular van der Waals (vdW) forces/interactions are far more important in maintaining the association and determining the high affinity. Given the un-favorable effects of the inter-molecular electrostatic interactions-association destabilization by the competitive hydrogen bond (HB) interactions and the reduced binding affinity arising from the un-compensable increase in the electrostatic desolvation penalty-we suggest that enhancing the inter-molecular vdW interactions while avoiding introducing the deeply buried HBs may be a promising strategy in future inhibitor optimization.
在病毒复制周期中,严重急性呼吸综合征冠状病毒 2 主蛋白酶(Mpro)起着不可或缺的作用,其与人类蛋白酶的不同之处使其成为有前途的药物靶点。为了鉴定非共价 Mpro 抑制剂,我们使用综合计算策略进行了全面研究。我们首先使用从与抑制剂 ML188 复合的 Mpro 参考晶体结构生成的药效团模型筛选 ZINC 可购买化合物数据库。然后通过分子对接和药物相似性和药代动力学预测参数对命中化合物进行过滤。最后,分子动力学(MD)模拟确定了三种能够在 Mpro 的底物结合腔内保持结合的有效候选抑制剂(ECI)。我们进一步从动力学、热力学、结合自由能(BFE)和相互作用能和模式方面对参考和有效复合物进行了比较分析。结果表明,与分子间静电相互作用/相互作用相比,分子间范德华(vdW)相互作用/相互作用在维持结合和确定高亲和力方面更为重要。考虑到分子间静电相互作用-氢键(HB)相互作用的竞争导致的缔合稳定性降低,以及由于静电去溶剂化惩罚不可补偿而导致的结合亲和力降低的不利影响,我们建议增强分子间 vdW 相互作用,同时避免引入深埋的 HBs,可能是未来抑制剂优化的一种有前途的策略。