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采用组合虚拟筛选方法发现靶向蛋白酪氨酸磷酸酶 1B 的抑制剂。

Discovery of inhibitors targeting protein tyrosine phosphatase 1B using a combined virtual screening approach.

机构信息

School of Bioengineering, Dalian University of Technology, Dalian, 116024, Liaoning, People's Republic of China.

出版信息

Mol Divers. 2022 Aug;26(4):2159-2174. doi: 10.1007/s11030-021-10323-2. Epub 2021 Oct 16.

Abstract

Protein tyrosine phosphatase 1B (PTP1B) acts as a therapeutic target for type 2 diabetes. However, the major challenges of PTP1B drug discovery are the poor selectivity and the weak oral bioavailability. In this study, we performed a combined virtual screening approach including multicomplex pharmacophore, molecular docking-based screening, van der Waals energy normalization, pose scaling factor, ADMET evaluation, and molecular dynamics simulation to select PTP1B inhibitors from three databases (PubChem, ChEMBL, and ZINC). We identified three potential PTP1B inhibitors, compounds 1, 4, and 5, with favorable binding energy and good oral bioavailability. The energetic and geometrical analyses show that the three compounds are stably bound to PTP1B, via occupying both the catalytic site (site A) and the proximal noncatalytic site (site B or C). Such occupancy may improve the selectivity. This work not only provided a feasible virtual screening protocol, but also suggested three potential PTP1B inhibitors for the treatment of type 2 diabetes.

摘要

蛋白酪氨酸磷酸酶 1B(PTP1B)是 2 型糖尿病的治疗靶点。然而,PTP1B 药物发现的主要挑战是选择性差和口服生物利用度低。在这项研究中,我们采用了一种组合的虚拟筛选方法,包括多复合物药效团、基于分子对接的筛选、范德华能归一化、构象缩放因子、ADMET 评估和分子动力学模拟,从三个数据库(PubChem、ChEMBL 和 ZINC)中选择 PTP1B 抑制剂。我们从三个数据库中鉴定出三种有潜力的 PTP1B 抑制剂,化合物 1、4 和 5,它们具有良好的结合能和良好的口服生物利用度。能量和几何分析表明,这三种化合物通过占据催化位点(位点 A)和近端非催化位点(位点 B 或 C)稳定结合到 PTP1B 上。这种占据可能会提高选择性。这项工作不仅提供了一种可行的虚拟筛选方案,还为治疗 2 型糖尿病提供了三种潜在的 PTP1B 抑制剂。

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