Application of Mixed-Solvent Molecular Dynamics Simulations for Prediction of Allosteric Sites on G Protein-Coupled Receptors.

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
ACS Applied Electronic Materials Pub Date : 2023-05-01 Epub Date: 2023-03-03 DOI:10.1124/molpharm.122.000612
Wallace K B Chan, Heather A Carlson, John R Traynor
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引用次数: 0

Abstract

The development of small molecule allosteric modulators acting at G protein-coupled receptors (GPCRs) is becoming increasingly attractive. Such compounds have advantages over traditional drugs acting at orthosteric sites on these receptors, in particular target specificity. However, the number and locations of druggable allosteric sites within most clinically relevant GPCRs are unknown. In the present study, we describe the development and application of a mixed-solvent molecular dynamics (MixMD)-based method for the identification of allosteric sites on GPCRs. The method employs small organic probes with druglike qualities to identify druggable hotspots in multiple replicate short-timescale simulations. As proof of principle, we first applied the method retrospectively to a test set of five GPCRs (cannabinoid receptor type 1, C-C chemokine receptor type 2, M2 muscarinic receptor, P2Y purinoceptor 1, and protease-activated receptor 2) with known allosteric sites in diverse locations. This resulted in the identification of the known allosteric sites on these receptors. We then applied the method to the μ-opioid receptor. Several allosteric modulators for this receptor are known, although the binding sites for these modulators are not known. The MixMD-based method revealed several potential allosteric sites on the mu-opioid receptor. Implementation of the MixMD-based method should aid future efforts in the structure-based drug design of drugs targeting allosteric sites on GPCRs. SIGNIFICANCE STATEMENT: Allosteric modulation of G protein-coupled receptors (GPCRs) has the potential to provide more selective drugs. However, there are limited structures of GPCRs bound to allosteric modulators, and obtaining such structures is problematic. Current computational methods utilize static structures and therefore may not identify hidden or cryptic sites. Here we describe the use of small organic probes and molecular dynamics to identify druggable allosteric hotspots on GPCRs. The results reinforce the importance of protein dynamics in allosteric site identification.

Abstract Image

应用混合溶剂分子动力学模拟预测 G 蛋白偶联受体上的异构位点。
开发作用于 G 蛋白偶联受体(GPCR)的小分子异位调节剂正变得越来越有吸引力。与作用于这些受体上正交位点的传统药物相比,此类化合物具有优势,尤其是靶点特异性。然而,大多数临床相关 GPCR 的可药用异位位点的数量和位置尚不清楚。在本研究中,我们介绍了一种基于混合溶剂分子动力学(MixMD)的方法的开发和应用,该方法可用于识别 GPCR 上的异构位点。该方法利用具有药物特性的小型有机探针,在多次复制的短时标模拟中识别可药物热点。作为原理验证,我们首先将该方法回溯性地应用于一个测试集,该测试集包括五个 GPCR(大麻素受体 1 型、C-C 趋化因子受体 2 型、M2 肌卡因受体、P2Y 嘌呤受体 1 和蛋白酶激活受体 2),这些 GPCR 的不同位置都有已知的异生作用位点。这样,我们就确定了这些受体上的已知异构位点。然后,我们将该方法应用于μ-阿片受体。该受体的几个异构调节剂是已知的,但这些调节剂的结合位点尚不清楚。基于 MixMD 的方法揭示了μ-阿片受体上几个潜在的异位调节位点。基于 MixMD 方法的实施将有助于今后针对 GPCR 上的异构位点进行基于结构的药物设计。意义声明:对 G 蛋白偶联受体(GPCR)进行异构调节有可能提供更具选择性的药物。然而,与异位调节剂结合的 GPCR 结构非常有限,而且获取此类结构也很困难。目前的计算方法利用的是静态结构,因此可能无法识别隐藏或隐蔽的位点。在这里,我们介绍了利用小型有机探针和分子动力学来识别 GPCR 上的可药物异构热点。研究结果加强了蛋白质动力学在异生作用位点识别中的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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