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基于分子模拟的吡咯并嘧啶 BTK 抑制剂的结构优化。

Structural optimization of pyrrolopyrimidine BTK inhibitors based on molecular simulation.

机构信息

Pharmacy Department, Langzhong People's Hospital, Nanchong, China.

School of Pharmacy and Bioengineering, Chongqing University of Technology, Chongqing, China.

出版信息

J Mol Model. 2023 Nov 11;29(12):367. doi: 10.1007/s00894-023-05744-9.

Abstract

CONTEXT

BTK is a critical regulator involved in the proliferation, differentiation, and apoptosis of B cells. BTK inhibitors can effectively alleviate various diseases such as tumors, leukemia, and asthma. During this study, a range of novel BTK inhibitors were designed using 3D-QSAR, molecular docking, and molecular dynamics (MD) simulation.

METHODS

We selected 41 pyrrolopyrimidine derivatives as BTK inhibitors to structure a 3D-QSAR model. Comparative molecular field analysis (CoMFA) and comparative molecular similarity index analysis (CoMSIA) were adopted to research the connection between the pharmacological activities and chemical structures of the compounds. The CoMFA model (q= 0.519, R= 0.971), CoMSIA model (q= 0.512, R= 0.990), and external validation demonstrated excellent predictive performance and reliability of the 3D-QSAR model. We designed eight novel molecules with higher inhibitory activities according to the three-dimensional equipotential fields and explored the interactions between the compounds and BTK by molecular docking, which showed that the novel molecules had higher binding affinities with BTK than the template molecule 18. Then, the results of molecular docking were further verified by MD simulation, which showed that amino acid residues such as Leu528, Val416, and Met477 played vital parts in the interaction, and the binding free energy analysis showed that the novel molecules had higher stability with BTK. Finally, the ADME/T properties were predicted for all of the novel compounds, and the results showed that the majority of them had favorable pharmacokinetic properties. Therefore, this study provides strong support for the development of novel BTK inhibitors.

摘要

背景

BTK 是参与 B 细胞增殖、分化和凋亡的关键调节因子。BTK 抑制剂可以有效缓解肿瘤、白血病和哮喘等多种疾病。在这项研究中,我们使用 3D-QSAR、分子对接和分子动力学(MD)模拟设计了一系列新型 BTK 抑制剂。

方法

我们选择了 41 种作为 BTK 抑制剂的吡咯嘧啶衍生物来构建 3D-QSAR 模型。采用比较分子场分析(CoMFA)和比较分子相似性指数分析(CoMSIA)研究化合物的药理活性与化学结构之间的关系。CoMFA 模型(q=0.519,R=0.971)、CoMSIA 模型(q=0.512,R=0.990)和外部验证表明,该 3D-QSAR 模型具有出色的预测性能和可靠性。我们根据三维等势场设计了 8 种具有更高抑制活性的新型分子,并通过分子对接探索了化合物与 BTK 的相互作用,结果表明新型分子与 BTK 的结合亲和力高于模板分子 18。然后,通过 MD 模拟进一步验证了分子对接的结果,结果表明 Leu528、Val416 和 Met477 等氨基酸残基在相互作用中起着重要作用,结合自由能分析表明新型分子与 BTK 的结合更稳定。最后,预测了所有新型化合物的 ADME/T 性质,结果表明它们中的大多数具有良好的药代动力学性质。因此,本研究为新型 BTK 抑制剂的开发提供了有力支持。

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