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QSAR studies on 4-quinolone derivatives as high-affinity ligands at the benzodiazepine site of brain GABA(A) receptors.

机译:QSAR研究了脑GABA(A)受体的苯并二氮杂位上作为高亲和力配体的4-喹诺酮衍生物。

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摘要

Quantitative structure activity relationship approach using stepwise regression analysis was applied to a series of 4-quinolone derivatives as high-affinity ligands at the benzodiazepine site of brain GABA(A) receptors. For the purpose 25 compounds were used to develop models. Statistically significant equations were obtained with high squared correlation coefficient (r(2)=0.8761, 0.9295 and 0.8705) and low root mean square error (RMSE=0.4844, 0.3894 and 0.4952). The robustness of the model was confirmed with the help of leave one out cross validation method which exhibited high r(2)(cv) values (r(2)(cv)=0.7875, 0.8263 and 0.7927). A good correlation of various molecular shape parameters, like ovality, Szeged index, and energy of the molecule with the GABA(A) affinity was achieved.
机译:使用逐步回归分析的定量结构活性关系方法被应用于一系列4-喹诺酮衍生物作为大脑GABA(A)受体的苯二氮卓部位的高亲和力配体。为此,使用了25种化合物来开发模型。获得具有高平方相关系数(r(2)= 0.8761、0.9295和0.8705)和低均方根误差(RMSE = 0.4844、0.3894和0.4952)的具有统计意义的方程。该模型的鲁棒性借助留一法交叉验证方法得到了证实,该方法具有较高的r(2)(cv)值(r(2)(cv)= 0.7875、0.8263和0.7927)。实现了各种分子形状参数的良好相关性,例如椭圆度,塞格德指数和分子能量与GABA(A)亲和力。

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