College of Pharmacy, Al Ain University, Abu Dhabi, United Arab Emirates.
Division of Pharmacy and Optometry, School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom.
J Chem Inf Model. 2020 Aug 24;60(8):3901-3909. doi: 10.1021/acs.jcim.0c00540. Epub 2020 Jul 21.
Small molecule compounds which form colloidal aggregates in solution are problematic in early drug discovery; adsorption of the target protein by these aggregates can lead to false positives in inhibition assays. In this work, we probe the molecular basis of this inhibitory mechanism using molecular dynamics simulations. Specifically, we examine in aqueous solution the adsorption of the enzymes β-lactamase and PTP1B onto aggregates of the drug miconazole. In accordance with experiment, molecular dynamics simulations observe formation of miconazole aggregates as well as subsequent association of these aggregates with β-lactamase and PTP1B. When complexed with aggregate, the proteins do not exhibit significant alteration in protein tertiary structure or dynamics on the microsecond time scale of the simulations, but they do indicate persistent occlusion of the protein active site by miconazole molecules. MD simulations further suggest this occlusion can occur via surficial interactions of protein with miconazole but also potentially by envelopment of the protein by miconazole. The heterogeneous polarity of the miconazole aggregate surface seems to underpin its activity as an invasive and nonspecific inhibitory agent. A deeper understanding of these protein/aggregate systems has implications not only for drug design but also for their exploitation as tools in drug delivery and analytical biochemistry.
在早期药物发现中,在溶液中形成胶态聚集物的小分子化合物是有问题的; 这些聚集体对靶蛋白的吸附会导致抑制测定中的假阳性。在这项工作中,我们使用分子动力学模拟研究了这种抑制机制的分子基础。具体来说,我们在水溶液中研究了药物咪康唑的聚集物对酶β-内酰胺酶和 PTP1B 的吸附。与实验一致,分子动力学模拟观察到咪康唑聚集物的形成以及随后这些聚集物与β-内酰胺酶和 PTP1B 的结合。当与聚集体复合时,蛋白质在模拟的微秒时间尺度上不会表现出蛋白质三级结构或动力学的显著变化,但它们确实表明咪康唑分子持续阻塞蛋白质的活性部位。MD 模拟进一步表明,这种闭塞可以通过蛋白质与咪康唑的表面相互作用发生,也可能通过咪康唑对蛋白质的包裹发生。咪康唑聚集体表面的不均匀极性似乎是其作为侵袭性和非特异性抑制剂的活性的基础。对这些蛋白质/聚集体系统的更深入了解不仅对药物设计具有意义,而且对它们作为药物输送和分析生物化学工具的应用也具有意义。