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磷酸肌醇3-激酶α(PI3Kα)的咪唑并[1,2-a]吡嗪抑制剂:利用混合蒙特卡罗算法优化受体-配体复合物以进行分子比对的3D-QSAR分析

Imidazo[1,2-a]pyrazine inhibitors of phosphoinositide 3-kinase alpha (PI3Kα): 3D-QSAR analysis utilizing the Hybrid Monte Carlo algorithm to refine receptor-ligand complexes for molecular alignment.

作者信息

Chadha N, Jasuja H, Kaur M, Singh Bahia M, Silakari O

机构信息

a Molecular Modeling Lab (MML), Department of Pharmaceutical Sciences and Drug Research , Punjabi University , Patiala , Punjab , India.

出版信息

SAR QSAR Environ Res. 2014;25(3):221-47. doi: 10.1080/1062936X.2014.883428. Epub 2014 Mar 7.

DOI:10.1080/1062936X.2014.883428
PMID:24601789
Abstract

Phosphoinositide 3-kinase alpha (PI3Kα) is a lipid kinase involved in several cellular functions such as cell growth, proliferation, differentiation and survival, and its anomalous regulation leads to cancerous conditions. PI3Kα inhibition completely blocks the cancer signalling pathway, hence it can be explored as an important therapeutic target for cancer treatment. In the present study, docking analysis of 49 selective imidazo[1,2-a]pyrazine inhibitors of PI3Kα was carried out using the QM-Polarized ligand docking (QPLD) program of the Schrödinger software, followed by the refinement of receptor-ligand conformations using the Hybrid Monte Carlo algorithm in the Liaison program, and alignment of refined conformations of inhibitors was utilized for the development of an atom-based 3D-QSAR model in the PHASE program. Among the five generated models, the best model was selected corresponding to PLS factor 2, displaying the highest value of Q(2)test (0.650). The selected model also displayed high values of r(2)train (0.917), F-value (166.5) and Pearson-r (0.877) and a low value of SD (0.265). The contour plots generated for the selected 3D-QSAR model were correlated with the results of docking simulations. Finally, this combined information generated from 3D-QSAR and docking analysis was used to design new congeners.

摘要

磷脂酰肌醇3-激酶α(PI3Kα)是一种脂质激酶,参与细胞生长、增殖、分化和存活等多种细胞功能,其异常调节会导致癌症。PI3Kα抑制可完全阻断癌症信号通路,因此可作为癌症治疗的重要治疗靶点进行探索。在本研究中,使用薛定谔软件的QM-极化配体对接(QPLD)程序对49种PI3Kα的选择性咪唑并[1,2-a]吡嗪抑制剂进行对接分析,随后在Liaison程序中使用混合蒙特卡罗算法优化受体-配体构象,并利用抑制剂优化构象的比对在PHASE程序中开发基于原子的3D-QSAR模型。在生成的五个模型中,选择了与PLS因子2对应的最佳模型,其显示出最高的Q(2)test值(0.650)。所选模型还显示出高的r(2)train值(0.917)、F值(166.5)和Pearson-r值(0.877)以及低的SD值(0.265)。为所选3D-QSAR模型生成的等高线图与对接模拟结果相关。最后,利用从3D-QSAR和对接分析中产生的这些综合信息来设计新的同系物。

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