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通过基于配体的药效团模型和 QSAR 分析以及随后的合成探索发现新型胆固醇酯转移蛋白抑制剂。

Discovery of new cholesteryl ester transfer protein inhibitors via ligand-based pharmacophore modeling and QSAR analysis followed by synthetic exploration.

机构信息

Faculty of Pharmacy, Al-Zaytoonah Private University of Jordan, Amman, Jordan.

出版信息

Eur J Med Chem. 2010 Apr;45(4):1598-617. doi: 10.1016/j.ejmech.2009.12.070. Epub 2010 Jan 14.

Abstract

Cholesteryl ester transfer protein (CETP) is involved in trafficking lipoprotein particles and neutral lipids between HDL and LDL and therefore is considered a valid target for treating dyslipidemic conditions and complications. Pharmacophore modeling and quantitative structure-activity relationship (QSAR) analysis were combined to explore the structural requirements for potent CETP inhibitors. Two pharmacophores emerged in the optimal QSAR equation (r(2)=0.800, n=96, F=72.1, r(2)(LOO) =0.775, r(2)(PRESS) against 22 external test inhibitors=0.707) suggesting the existence of at least two distinct binding modes accessible to ligands within CETP binding pocket. The successful pharmacophores were complemented with strict shape constraints in an attempt to optimize their receiver-operating characteristic (ROC) curve profiles. The validity of our modeling approach was experimentally established by the identification of several CETP inhibitory leads retrieved via in silico screening of the National Cancer Institute (NCI) list of compounds and an in house built database of drugs and agrochemicals. Two hits illustrated low micromolar IC(50) values: NSC 40331 (IC(50)=6.5 microM) and NSC 89508 (IC(50)=1.9 microM). Active hits were then used to guide synthetic exploration of a new series of CETP inhibitors.

摘要

胆固醇酯转移蛋白(CETP)参与脂蛋白颗粒和中性脂质在 HDL 和 LDL 之间的转运,因此被认为是治疗血脂异常和并发症的有效靶点。本文采用药效团模型和定量构效关系(QSAR)分析相结合的方法,探索强效 CETP 抑制剂的结构要求。在最佳 QSAR 方程中出现了两个药效团(r(2)=0.800,n=96,F=72.1,r(2)(LOO)=0.775,r(2)(PRESS)与 22 个外部测试抑制剂的比较=0.707),这表明在 CETP 结合口袋内,配体至少存在两种不同的结合模式。成功的药效团与严格的形状约束相结合,试图优化其接收者操作特性(ROC)曲线的轮廓。通过对国家癌症研究所(NCI)化合物列表和内部药物和农药数据库进行计算机筛选,鉴定了几种 CETP 抑制先导化合物,实验验证了我们的建模方法的有效性。两个命中化合物的 IC(50)值均低于微摩尔:NSC 40331(IC(50)=6.5 microM)和 NSC 89508(IC(50)=1.9 microM)。然后,活性命中化合物被用于指导新的 CETP 抑制剂系列的合成探索。

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