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使用报告基因测定法对蜕皮激素激动剂进行高通量筛选,随后对蜕皮激素活性进行三维定量构效关系分析。

High-throughput screening of ecdysone agonists using a reporter gene assay followed by 3-D QSAR analysis of the molting hormonal activity.

作者信息

Wheelock Craig E, Nakagawa Yoshiaki, Harada Toshiyuki, Oikawa Nobuhiro, Akamatsu Miki, Smagghe Guy, Stefanou Dimitra, Iatrou Kostas, Swevers Luc

机构信息

Division of Applied Life Sciences, Graduate School of Agriculture, Kyoto University, Japan.

出版信息

Bioorg Med Chem. 2006 Feb 15;14(4):1143-59. doi: 10.1016/j.bmc.2005.09.034. Epub 2005 Oct 24.

Abstract

In this study, 172 diacylhydrazine analogs were examined for their ability to activate an ecdysone (molting hormone)-dependent reporter gene in a silkworm (Bombyx mori) cell-based high-throughput screening assay. The measured EC(50) values (concentration required to cause an effect in 50% of the cells) were used to construct a 3-D QSAR model that describes the ecdysone agonist activities of the diacylhydrazine analogs. Of these compounds, 14 exhibited no activity and were excluded from the 3-D QSAR analysis. The resulting equation described approximately 74% of the activity for 158 compounds. The final equation consisted of 42% electrostatic and 58% steric effects (r(2) = 0.74 and q(2) = 0.45). Comparative molecular field analysis (CoMFA) was used to visualize the steric and electrostatic potential fields that were favorable and unfavorable for biological activity. Of particular interest was the observation that the hydrophobic parameter (logP) was not necessary for describing the observed activities, although previous studies have cited the importance of hydrophobic parameters in both classical and 3-D QSAR analyses of these compounds. Modeling studies of the B. mori ecdysone receptor supported the observed physicochemical parameters required for activity reported by the CoMFA models. Comparison of the present analysis with those performed using other lepidopteran assay systems evidenced a high degree of correlation (r(2) = 0.81 for a Sf-9 cell-based assay and r(2) = 0.89 for a Chilo suppressalis integument-based assay), indicating that it is valid to compare the results generated with the B. mori cell-based system to those generated with previous lepidopteran assays. This novel assay system is amendable to a high-throughput screening format and should greatly increase our ability to discover novel agonists of molting hormone (ecdysone) activity.

摘要

在本研究中,通过基于家蚕(Bombyx mori)细胞的高通量筛选试验,检测了172种二酰肼类似物激活蜕皮激素(蜕皮激素)依赖性报告基因的能力。所测得的半数有效浓度(EC50)值(引起50%细胞产生效应所需的浓度)用于构建一个三维定量构效关系(3-D QSAR)模型,该模型描述了二酰肼类似物的蜕皮激素激动剂活性。在这些化合物中,有14种无活性,被排除在三维定量构效关系分析之外。所得方程描述了158种化合物约74%的活性。最终方程由42%的静电效应和58%的空间效应组成(r2 = 0.74,q2 = 0.45)。比较分子场分析(CoMFA)用于可视化对生物活性有利和不利的空间和静电势场。特别有趣的是,尽管先前的研究指出疏水参数在这些化合物的经典和三维定量构效关系分析中都很重要,但观察发现疏水参数(logP)对于描述所观察到的活性并非必需。家蚕蜕皮激素受体的建模研究支持了CoMFA模型报告的活性所需的观察到的物理化学参数。将本分析与使用其他鳞翅目检测系统进行的分析相比较,显示出高度的相关性(基于Sf-9细胞的检测r2 = 0.81,基于二化螟体壁的检测r2 = 0.89),这表明将基于家蚕细胞的系统产生的结果与先前鳞翅目检测产生的结果进行比较是有效的。这种新型检测系统适用于高通量筛选形式,应能大大提高我们发现蜕皮激素(蜕皮激素)活性新型激动剂的能力。

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