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Structure Requirements for 4-Aryl-4H-Chromenes as Apoptosis Inducers Using 3D QSAR Methods and Docking Studies

机译:使用3D QSAR方法和对接研究对4-芳基-4H-Chromenes作为凋亡诱导剂的结构要求

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Presently, a computational study based on the combinational use of 3D-quantitative structure-activity relationship analyses (QSAR) methods including both the comparative molecular field analysis (CoMFA) and comparative molecular similarity analysis (CoMSIA) approaches and molecule docking was conducted on a series of 124 types of 4-aryl-4H-chromenes of 24 diverse structural scaffolds as promising novel apoptosis inducers, with purpose to explore the requisite structural features influencing their activity of caspase-3 activation in human breast tumor cells. The obtained 3D-QSAR models exhibited proper reliability and predictivity, where the optimal comparative molecular field analysis and comparative molecular similarity analysis ones gave leave-one-out cross-validation coefficient Q2 of 0.508 and 0.477, conventional cross-validation coefficient R_(ncv)~2 of 0.888 and 0.816 for the training set and predictive correlation coefficients R_(pre)~2 of 0.604 and 0.150 for the independent test set, respectively. Analyses of the derived contour maps reveal that steric substituents at positions 4,9-13,15 and 16 favour the apoptosis inducing activity and electron-withdrawing groups at 6 and 10 positions or electron-donating groups at position-7 enhance the activity. Further docking study validates that 4-aryl-4H-chromenes bind at the colchicine site of tubulin and several hydrogen bonds serve to stabilize the ligand-tubulin complex. These models and the derived information, would be of value for further exploration of the apoptosis inducing mechanism and the screening of novel potent chromene-based apoptosis inducers.
机译:目前,一系列基于3D定量结构-活性关系分析(QSAR)方法结合使用的计算研究包括比较分子场分析(CoMFA)和比较分子相似性分析(CoMSIA)方法以及分子对接24种不同结构支架的124种类型的4-芳基-4H-色酮作为有前途的新型凋亡诱导剂,旨在探讨影响其在人乳腺肿瘤细胞中激活caspase-3活性的必要结构特征。所获得的3D-QSAR模型具有适当的可靠性和可预测性,最佳的比较分子场分析和比较分子相似性分析模型给出的留一法交叉验证系数Q2为0.508和0.477,常规交叉验证系数R_(ncv)训练集的〜2为0.888和0.816,独立测试集的预测相关系数R_(pre)〜2为0.604和0.150。衍生的轮廓图的分析表明,在4,9-13,15和16位的空间取代基有利于细胞凋亡诱导活性,在6和10位的吸电子基团或在7位的给电子基团增强活性。进一步的对接研究证实了4-芳基-4H-色烯在微管蛋白的秋水仙碱位点结合,并且几个氢键用于稳定配体-微管蛋白复合物。这些模型和所获得的信息对于进一步探索细胞凋亡诱导机制和筛选新型有效的基于色烯的细胞凋亡诱导剂具有价值。

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